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71    <li><a href="/teaching">EE 351 – Introduction to Energy Systems</a></li>
72    
73    <li><a href="/teaching/EE451">EE 451 - Wind Energy</a></li>
74    
75    <li><a href="/teaching/EE454">EE 454 - Power System Analysis</a></li>
76    
77    <li><a href="/teaching/">EE 554 – Large Scale Power Systems</a></li>
78    
79    <li><a href="/teaching/EE553">EE 553 - Power System Economics</a></li>
80    
81    <li><a href="/teaching/EE559">EE 559 – Optimization of Networks and Graphs</a></li>
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103        <h2 id="preprints">Preprints</h2>
104
105<ol class="bibliography"><li><span id="streitmatter2026convexity">L. Streitmatter, T. Joswig-Jones, and B. Zhang, “Convexity and Optimal Online Control of Grid-Interfacing Converters with Current Limits.” 2026. </span>
106
107<div id="streitmatter2026convexity-materials">
108  <ul class="nav nav-pills">
109    
110
111 <li><a data-toggle="collapse" href="javascript:toggleDiv('streitmatter2026convexity-bibtex')">BibTeX</a></li>
112    <div id="streitmatter2026convexity-bibtex" style="display:none;">
113    <pre class="collapse">@misc{streitmatter2026convexity,
114  title = {Convexity and Optimal Online Control of Grid-Interfacing Converters with Current Limits},
115  author = {Streitmatter, Lauren and Joswig-Jones, Trager and Zhang, Baosen},
116  year = {2026},
117  eprint = {2603.17135},
118  archiveprefix = {arXiv},
119  primaryclass = {eess.SY},
120  link = {https://arxiv.org/abs/2603.17135}
121}
122</pre>
123    </div>
124
125    
126    <li><a href="https://arxiv.org/abs/2603.17135">Download</a></li>
127    
128
129  </ul>
130
131
132</div></li>
133<li><span id="yang2026gridsfm">W. Yang, A. B. M. Lima, T. V. Spina, S. Fowers, and B. Zhang, “GridSFM: A New, Small Foundation Model for the Electric Grid.” Microsoft Research Blog, May-2026. </span>
134
135<div id="yang2026gridsfm-materials">
136  <ul class="nav nav-pills">
137    
138
139 <li><a data-toggle="collapse" href="javascript:toggleDiv('yang2026gridsfm-bibtex')">BibTeX</a></li>
140    <div id="yang2026gridsfm-bibtex" style="display:none;">
141    <pre class="collapse">@misc{yang2026gridsfm,
142  author = {Yang, Weiwei and Lima, Andrea Britto Mattos and Spina, Thiago Vallin and Fowers, Spencer and Zhang, Baosen},
143  title = {{GridSFM}: A New, Small Foundation Model for the Electric Grid},
144  year = {2026},
145  month = may,
146  howpublished = {Microsoft Research Blog},
147  link = {https://www.microsoft.com/en-us/research/blog/gridsfm-a-new-small-foundation-model-for-the-electric-grid/},
148  urldate = {2026-07-18}
149}
150</pre>
151    </div>
152
153    
154    <li><a href="https://www.microsoft.com/en-us/research/blog/gridsfm-a-new-small-foundation-model-for-the-electric-grid/">Download</a></li>
155    
156
157  </ul>
158
159
160</div></li>
161<li><span id="anunrojwong2026residential">J. Anunrojwong and B. Zhang, “Residential Battery Pooling Under Backup Commitments,” <i>arXiv preprint arXiv:2605.17723</i>. 2026. </span>
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163<div id="anunrojwong2026residential-materials">
164  <ul class="nav nav-pills">
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167 <li><a data-toggle="collapse" href="javascript:toggleDiv('anunrojwong2026residential-bibtex')">BibTeX</a></li>
168    <div id="anunrojwong2026residential-bibtex" style="display:none;">
169    <pre class="collapse">@misc{anunrojwong2026residential,
170  author = {Anunrojwong, Jerry and Zhang, Baosen},
171  title = {Residential Battery Pooling Under Backup Commitments},
172  journal = {arXiv preprint arXiv:2605.17723},
173  year = {2026},
174  link = {https://arxiv.org/abs/2605.17723}
175}
176</pre>
177    </div>
178
179    
180    <li><a href="https://arxiv.org/abs/2605.17723">Download</a></li>
181    
182
183  </ul>
184
185
186</div></li>
187<li><span id="britto2026gridmodels">A. Britto, T. Spina, W. Yang, S. Fowers, B. Zhang, and C. White, “Building Power Grid Models from Open Data: A Complete Pipeline from OpenStreetMap to Optimal Power Flow.” 2026. </span>
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189<div id="britto2026gridmodels-materials">
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193 <li><a data-toggle="collapse" href="javascript:toggleDiv('britto2026gridmodels-bibtex')">BibTeX</a></li>
194    <div id="britto2026gridmodels-bibtex" style="display:none;">
195    <pre class="collapse">@misc{britto2026gridmodels,
196  title = {Building Power Grid Models from Open Data: A Complete Pipeline from OpenStreetMap to Optimal Power Flow},
197  author = {Britto, Andrea and Spina, Thiago and Yang, Weiwei and Fowers, Spencer and Zhang, Baosen and White, Chris},
198  year = {2026},
199  eprint = {2605.04289},
200  archiveprefix = {arXiv},
201  primaryclass = {eess.SY},
202  link = {https://arxiv.org/abs/2605.04289}
203}
204</pre>
205    </div>
206
207    
208    <li><a href="https://arxiv.org/abs/2605.04289">Download</a></li>
209    
210
211  </ul>
212
213
214</div></li>
215<li><span id="wang2026structure">G. Wang, J. Wu, Y. Weng, and B. Zhang, “Structure-Aware Commitment Reduction for Network-Constrained Unit Commitment with Solver-Preserving Guarantees.” 2026. </span>
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217<div id="wang2026structure-materials">
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221 <li><a data-toggle="collapse" href="javascript:toggleDiv('wang2026structure-bibtex')">BibTeX</a></li>
222    <div id="wang2026structure-bibtex" style="display:none;">
223    <pre class="collapse">@misc{wang2026structure,
224  title = {Structure-Aware Commitment Reduction for Network-Constrained Unit Commitment with Solver-Preserving Guarantees},
225  author = {Wang, Guangwen and Wu, Jiaqi and Weng, Yang and Zhang, Baosen},
226  year = {2026},
227  eprint = {2604.02788},
228  archiveprefix = {arXiv},
229  primaryclass = {eess.SY},
230  link = {https://arxiv.org/abs/2604.02788}
231}
232</pre>
233    </div>
234
235    
236    <li><a href="https://arxiv.org/abs/2604.02788">Download</a></li>
237    
238
239  </ul>
240
241
242</div></li>
243<li><span id="yao2026competition">J. Yao, C. Chen, and B. Zhang, “Competition and Cooperation of LLM Agents in Games.” 2026. </span>
244
245<div id="yao2026competition-materials">
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249 <li><a data-toggle="collapse" href="javascript:toggleDiv('yao2026competition-bibtex')">BibTeX</a></li>
250    <div id="yao2026competition-bibtex" style="display:none;">
251    <pre class="collapse">@misc{yao2026competition,
252  title = {Competition and Cooperation of LLM Agents in Games},
253  author = {Yao, Jiayi and Chen, Cong and Zhang, Baosen},
254  year = {2026},
255  eprint = {2604.00487},
256  archiveprefix = {arXiv},
257  primaryclass = {cs.MA},
258  link = {https://arxiv.org/abs/2604.00487}
259}
260</pre>
261    </div>
262
263    
264    <li><a href="https://arxiv.org/abs/2604.00487">Download</a></li>
265    
266
267  </ul>
268
269
270</div></li>
271<li><span id="yan2026switching">M. Yan, T. Joswig-Jones, B. Zhang, Y. Chen, and W. Cui, “Switching-Reference Voltage Control for Distribution Systems with AI-Training Data Centers.” 2026. </span>
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273<div id="yan2026switching-materials">
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277 <li><a data-toggle="collapse" href="javascript:toggleDiv('yan2026switching-bibtex')">BibTeX</a></li>
278    <div id="yan2026switching-bibtex" style="display:none;">
279    <pre class="collapse">@misc{yan2026switching,
280  title = {Switching-Reference Voltage Control for Distribution Systems with AI-Training Data Centers},
281  author = {Yan, Mingyuan and Joswig-Jones, Trager and Zhang, Baosen and Chen, Yize and Cui, Wenqi},
282  year = {2026},
283  eprint = {2603.15588},
284  archiveprefix = {arXiv},
285  primaryclass = {eess.SY},
286  link = {https://arxiv.org/abs/2603.15588}
287}
288</pre>
289    </div>
290
291    
292    <li><a href="https://arxiv.org/abs/2603.15588">Download</a></li>
293    
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295  </ul>
296
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298</div></li>
299<li><span id="Cui2025adaptive">W. Cui, Y. Xie, A. Wierman, S. Low, and B. Zhang, “Leveraging Predictions in Power System Voltage Control: An Adaptive Approach.” 2025. </span>
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301<div id="Cui2025adaptive-materials">
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305 <li><a data-toggle="collapse" href="javascript:toggleDiv('Cui2025adaptive-bibtex')">BibTeX</a></li>
306    <div id="Cui2025adaptive-bibtex" style="display:none;">
307    <pre class="collapse">@misc{Cui2025adaptive,
308  title = {Leveraging Predictions in Power System Voltage Control: An Adaptive Approach},
309  author = {Cui, Wenqi and Xie, Yiheng and Wierman, Adam and Low, Steven and Zhang, Baosen},
310  year = {2025},
311  link = {https://arxiv.org/abs/2509.09937}
312}
313</pre>
314    </div>
315
316    
317    <li><a href="https://arxiv.org/abs/2509.09937">Download</a></li>
318    
319
320  </ul>
321
322
323</div></li>
324<li><span id="Tang25">Y. Tang, J. Zhao, and B. Zhang, “Lyapunov Function-based Power System Transient Stability Analysis Considering Inter-Inverter Coupling among Grid Following Inverters.” 2025. </span>
325
326<div id="Tang25-materials">
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330 <li><a data-toggle="collapse" href="javascript:toggleDiv('Tang25-bibtex')">BibTeX</a></li>
331    <div id="Tang25-bibtex" style="display:none;">
332    <pre class="collapse">@misc{Tang25,
333  author = {Tang, Yingyi and Zhao, Junbo and Zhang, Baosen},
334  title = {Lyapunov Function-based Power System Transient Stability Analysis Considering Inter-Inverter Coupling among Grid Following Inverters},
335  year = {2025}
336}
337</pre>
338    </div>
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340    
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342  </ul>
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345</div></li>
346<li><span id="ma2024controlling">Z. Ma and B. Zhang, “Controlling Grid-Connected Inverters under Time-Varying Voltage Constraints.” 2025. </span>
347
348<div id="ma2024controlling-materials">
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352 <li><a data-toggle="collapse" href="javascript:toggleDiv('ma2024controlling-bibtex')">BibTeX</a></li>
353    <div id="ma2024controlling-bibtex" style="display:none;">
354    <pre class="collapse">@misc{ma2024controlling,
355  title = {Controlling Grid-Connected Inverters under Time-Varying Voltage Constraints},
356  author = {Ma, Zixiao and Zhang, Baosen},
357  year = {2025},
358  link = {https://arxiv.org/abs/2311.11510}
359}
360</pre>
361    </div>
362
363    
364    <li><a href="https://arxiv.org/abs/2311.11510">Download</a></li>
365    
366
367  </ul>
368
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370</div></li></ol>
371
372<h2 id="journals-and-conference-proceedings">Journals and Conference Proceedings</h2>
373
374<ol class="bibliography"><li><span id="joswigjones2026safe">T. Joswig-Jones and B. Zhang, “Safe Trajectory Gradient Flow Control of a Grid-Interfacing Inverter,” in <i>IEEE Power and Energy Society General Meeting (PESGM)</i>, 2026. </span>
375
376<div id="joswigjones2026safe-materials">
377  <ul class="nav nav-pills">
378    
379
380 <li><a data-toggle="collapse" href="javascript:toggleDiv('joswigjones2026safe-bibtex')">BibTeX</a></li>
381    <div id="joswigjones2026safe-bibtex" style="display:none;">
382    <pre class="collapse">@inproceedings{joswigjones2026safe,
383  author = {Joswig-Jones, Trager and Zhang, Baosen},
384  title = {Safe Trajectory Gradient Flow Control of a Grid-Interfacing Inverter},
385  booktitle = {IEEE Power and Energy Society General Meeting (PESGM)},
386  year = {2026},
387  link = {https://arxiv.org/abs/2601.10671}
388}
389</pre>
390    </div>
391
392    
393    <li><a href="https://arxiv.org/abs/2601.10671">Download</a></li>
394    
395
396  </ul>
397
398
399</div></li>
400<li><span id="Tang26">Y. Tang, J. Zhao, and B. Zhang, “Transient Stability Assessment Considering Nonlinear Couplings among Grid Following Inverter-based Renewable Resources,” <i>Applied Energy</i>, 2026. </span>
401
402<div id="Tang26-materials">
403  <ul class="nav nav-pills">
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406 <li><a data-toggle="collapse" href="javascript:toggleDiv('Tang26-bibtex')">BibTeX</a></li>
407    <div id="Tang26-bibtex" style="display:none;">
408    <pre class="collapse">@article{Tang26,
409  author = {Tang, Yingyi and Zhao, Junbo and Zhang, Baosen},
410  title = {Transient Stability Assessment Considering Nonlinear Couplings among Grid Following Inverter-based Renewable Resources},
411  year = {2026},
412  journal = {Applied Energy},
413  link = {https://doi.org/10.1016/j.apenergy.2026.128396}
414}
415</pre>
416    </div>
417
418    
419    <li><a href="https://doi.org/10.1016/j.apenergy.2026.128396">Download</a></li>
420    
421
422  </ul>
423
424
425</div></li>
426<li><span id="tang2026transient">Y. Tang, J. Zhao, and B. Zhang, “Transient Stability Analysis of Mixed GFM-GFL Inverter System Based on Contraction Theory,” in <i>IEEE Power and Energy Society General Meeting (PESGM)</i>, 2026. </span>
427
428<div id="tang2026transient-materials">
429  <ul class="nav nav-pills">
430    
431
432 <li><a data-toggle="collapse" href="javascript:toggleDiv('tang2026transient-bibtex')">BibTeX</a></li>
433    <div id="tang2026transient-bibtex" style="display:none;">
434    <pre class="collapse">@inproceedings{tang2026transient,
435  author = {Tang, Yingyi and Zhao, Junbo and Zhang, Baosen},
436  title = {Transient Stability Analysis of Mixed GFM-GFL Inverter System Based on Contraction Theory},
437  booktitle = {IEEE Power and Energy Society General Meeting (PESGM)},
438  year = {2026}
439}
440</pre>
441    </div>
442
443    
444
445  </ul>
446
447
448</div></li>
449<li><span id="perkins2026resource">L. Perkins and B. Zhang, “Resource Allocation in Electricity Markets With Budget-Constrained Customers,” <i>IEEE Control Systems Letters</i>, vol. 10, pp. 1009–1014, 2026. </span>
450
451<div id="perkins2026resource-materials">
452  <ul class="nav nav-pills">
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455 <li><a data-toggle="collapse" href="javascript:toggleDiv('perkins2026resource-bibtex')">BibTeX</a></li>
456    <div id="perkins2026resource-bibtex" style="display:none;">
457    <pre class="collapse">@article{perkins2026resource,
458  author = {Perkins, Lila and Zhang, Baosen},
459  journal = {IEEE Control Systems Letters},
460  title = {Resource Allocation in Electricity Markets With Budget-Constrained Customers},
461  year = {2026},
462  volume = {10},
463  pages = {1009-1014},
464  link = {https://ieeexplore.ieee.org/abstract/document/11569001}
465}
466</pre>
467    </div>
468
469    
470    <li><a href="https://ieeexplore.ieee.org/abstract/document/11569001">Download</a></li>
471    
472
473  </ul>
474
475
476</div></li>
477<li><span id="chen2025voltageregulationdistributionsystems">Y. Chen and B. Zhang, “Voltage Regulation in Distribution Systems with Data Center Loads,” in <i>IEEE Power and Energy General Meeting</i>, 2026. </span>
478
479<div id="chen2025voltageregulationdistributionsystems-materials">
480  <ul class="nav nav-pills">
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483 <li><a data-toggle="collapse" href="javascript:toggleDiv('chen2025voltageregulationdistributionsystems-bibtex')">BibTeX</a></li>
484    <div id="chen2025voltageregulationdistributionsystems-bibtex" style="display:none;">
485    <pre class="collapse">@inproceedings{chen2025voltageregulationdistributionsystems,
486  title = {Voltage Regulation in Distribution Systems with Data Center Loads},
487  author = {Chen, Yize and Zhang, Baosen},
488  year = {2026},
489  booktitle = {IEEE Power and Energy General Meeting},
490  link = {https://arxiv.org/abs/2507.06416}
491}
492</pre>
493    </div>
494
495    
496    <li><a href="https://arxiv.org/abs/2507.06416">Download</a></li>
497    
498
499  </ul>
500
501
502</div></li>
503<li><span id="joswigjones2026review">T. Joswig-Jones, S. Dong, J. Tan, D. Wu, and B. Zhang, “A Review of System Strength Metrics for Inverter-based Power Systems,” in <i>IEEE Power and Energy Society General Meeting (PESGM)</i>, 2026. </span>
504
505<div id="joswigjones2026review-materials">
506  <ul class="nav nav-pills">
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509 <li><a data-toggle="collapse" href="javascript:toggleDiv('joswigjones2026review-bibtex')">BibTeX</a></li>
510    <div id="joswigjones2026review-bibtex" style="display:none;">
511    <pre class="collapse">@inproceedings{joswigjones2026review,
512  author = {Joswig-Jones, Trager and Dong, Shuan and Tan, Jin and Wu, Di and Zhang, Baosen},
513  title = {A Review of System Strength Metrics for Inverter-based Power Systems},
514  booktitle = {IEEE Power and Energy Society General Meeting (PESGM)},
515  year = {2026}
516}
517</pre>
518    </div>
519
520    
521
522  </ul>
523
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525</div></li>
526<li><span id="11382025">J. Long, Z. Yang, and B. Zhang, “Pricing Uncertainties With General Parametric Distributions in Power Systems,” <i>IEEE Transactions on Industrial Informatics</i>, vol. 22, no. 5, pp. 4282–4293, 2026. </span>
527
528<div id="11382025-materials">
529  <ul class="nav nav-pills">
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532 <li><a data-toggle="collapse" href="javascript:toggleDiv('11382025-bibtex')">BibTeX</a></li>
533    <div id="11382025-bibtex" style="display:none;">
534    <pre class="collapse">@article{11382025,
535  author = {Long, Jiarui and Yang, Zhifang and Zhang, Baosen},
536  journal = {IEEE Transactions on Industrial Informatics},
537  title = {Pricing Uncertainties With General Parametric Distributions in Power Systems},
538  year = {2026},
539  volume = {22},
540  number = {5},
541  pages = {4282-4293},
542  link = {https://ieeexplore.ieee.org/abstract/document/11382025}
543}
544</pre>
545    </div>
546
547    
548    <li><a href="https://ieeexplore.ieee.org/abstract/document/11382025">Download</a></li>
549    
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551  </ul>
552
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554</div></li>
555<li><span id="joswigjones2026system">T. Joswig-Jones, S. Dong, B. Zhang, and J. Tan, “System Strength Sensitivity to Power Flow Perturbations in AC Power Systems with Inverter-based Resources,” in <i>IEEE Power and Energy Society General Meeting (PESGM)</i>, 2026. </span>
556
557<div id="joswigjones2026system-materials">
558  <ul class="nav nav-pills">
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561 <li><a data-toggle="collapse" href="javascript:toggleDiv('joswigjones2026system-bibtex')">BibTeX</a></li>
562    <div id="joswigjones2026system-bibtex" style="display:none;">
563    <pre class="collapse">@inproceedings{joswigjones2026system,
564  author = {Joswig-Jones, Trager and Dong, Shuan and Zhang, Baosen and Tan, Jin},
565  title = {System Strength Sensitivity to Power Flow Perturbations in AC Power Systems with Inverter-based Resources},
566  booktitle = {IEEE Power and Energy Society General Meeting (PESGM)},
567  year = {2026}
568}
569</pre>
570    </div>
571
572    
573
574  </ul>
575
576
577</div></li>
578<li><span id="christianson2024fastreliablenkcontingency">N. Christianson, W. Cui, S. Low, W. Yang, and B. Zhang, “Fast and Reliable N-k Contingency Screening with Input-Convex Neural Networks,” in <i>Learning for Dynamics &amp; Control Conference</i>, 2025. </span>
579
580<div id="christianson2024fastreliablenkcontingency-materials">
581  <ul class="nav nav-pills">
582    
583
584 <li><a data-toggle="collapse" href="javascript:toggleDiv('christianson2024fastreliablenkcontingency-bibtex')">BibTeX</a></li>
585    <div id="christianson2024fastreliablenkcontingency-bibtex" style="display:none;">
586    <pre class="collapse">@inproceedings{christianson2024fastreliablenkcontingency,
587  title = {Fast and Reliable $N-k$ Contingency Screening with Input-Convex Neural Networks},
588  author = {Christianson, Nicolas and Cui, Wenqi and Low, Steven and Yang, Weiwei and Zhang, Baosen},
589  year = {2025},
590  booktitle = {Learning for Dynamics \&amp; Control Conference},
591  link = {https://arxiv.org/abs/2410.00796}
592}
593</pre>
594    </div>
595
596    
597    <li><a href="https://arxiv.org/abs/2410.00796">Download</a></li>
598    
599
600  </ul>
601
602
603</div></li>
604<li><span id="streitmatter2025geometry">L. Streitmatter, T. Joswig-Jones, and B. Zhang, “Geometry of the Feasible Output Regions of Grid-Interfacing Inverters With Current Limits,” <i>IEEE Control Systems Letters</i>, 2025. </span>
605
606<div id="streitmatter2025geometry-materials">
607  <ul class="nav nav-pills">
608    
609
610 <li><a data-toggle="collapse" href="javascript:toggleDiv('streitmatter2025geometry-bibtex')">BibTeX</a></li>
611    <div id="streitmatter2025geometry-bibtex" style="display:none;">
612    <pre class="collapse">@article{streitmatter2025geometry,
613  title = {Geometry of the Feasible Output Regions of Grid-Interfacing Inverters With Current Limits},
614  author = {Streitmatter, Lauren and Joswig-Jones, Trager and Zhang, Baosen},
615  journal = {IEEE Control Systems Letters},
616  year = {2025},
617  publisher = {IEEE},
618  link = {https://arxiv.org/abs/2503.13788}
619}
620</pre>
621    </div>
622
623    
624    <li><a href="https://arxiv.org/abs/2503.13788">Download</a></li>
625    
626
627  </ul>
628
629
630</div></li>
631<li><span id="li2025adaptivepricingoptimalcoordination">J. Li, J. Wei, M. Motoki, Y. Jiang, and B. Zhang, “Adaptive Pricing for Optimal Coordination in Networked Energy Systems with Nonsmooth Cost Functions,” in <i>IEEE Conference on Decision and Control</i>, 2025. </span>
632
633<div id="li2025adaptivepricingoptimalcoordination-materials">
634  <ul class="nav nav-pills">
635    
636
637 <li><a data-toggle="collapse" href="javascript:toggleDiv('li2025adaptivepricingoptimalcoordination-bibtex')">BibTeX</a></li>
638    <div id="li2025adaptivepricingoptimalcoordination-bibtex" style="display:none;">
639    <pre class="collapse">@inproceedings{li2025adaptivepricingoptimalcoordination,
640  title = {Adaptive Pricing for Optimal Coordination in Networked Energy Systems with Nonsmooth Cost Functions},
641  author = {Li, Jiayi and Wei, Jiale and Motoki, Matthew and Jiang, Yan and Zhang, Baosen},
642  year = {2025},
643  booktitle = {IEEE Conference on Decision and Control},
644  link = {https://arxiv.org/abs/2504.00641}
645}
646</pre>
647    </div>
648
649    
650    <li><a href="https://arxiv.org/abs/2504.00641">Download</a></li>
651    
652
653  </ul>
654
655
656</div></li>
657<li><span id="zhang2025optimalvoltage">P. Zhang and B. Zhang, “Optimal Voltage Control Using Online Exponential Barrier Method,” in <i>North American Power Symposium</i>, 2025. </span>
658
659<div id="zhang2025optimalvoltage-materials">
660  <ul class="nav nav-pills">
661    
662
663 <li><a data-toggle="collapse" href="javascript:toggleDiv('zhang2025optimalvoltage-bibtex')">BibTeX</a></li>
664    <div id="zhang2025optimalvoltage-bibtex" style="display:none;">
665    <pre class="collapse">@inproceedings{zhang2025optimalvoltage,
666  title = {Optimal Voltage Control Using Online Exponential Barrier Method},
667  author = {Zhang, Peng and Zhang, Baosen},
668  year = {2025},
669  booktitle = {North American Power Symposium},
670  link = {https://arxiv.org/abs/2506.10247}
671}
672</pre>
673    </div>
674
675    
676    <li><a href="https://arxiv.org/abs/2506.10247">Download</a></li>
677    
678
679  </ul>
680
681
682</div></li>
683<li><span id="Li2025">J. Li, M. Motoki, and B. Zhang, “Strategic and Fair Aggregator Interactions in Energy Markets: Multi-Agent Dynamics and Quasiconcave Games,” <i>IEEE Transactions on Energy Markets, Policy and Regulation</i>, pp. 340–351, 2025. </span>
684
685<div id="Li2025-materials">
686  <ul class="nav nav-pills">
687    
688
689 <li><a data-toggle="collapse" href="javascript:toggleDiv('Li2025-bibtex')">BibTeX</a></li>
690    <div id="Li2025-bibtex" style="display:none;">
691    <pre class="collapse">@article{Li2025,
692  author = {Li, Jiayi and Motoki, Matt and Zhang, Baosen},
693  journal = {IEEE Transactions on Energy Markets, Policy and Regulation},
694  title = {Strategic and Fair Aggregator Interactions in Energy Markets: Multi-Agent Dynamics and Quasiconcave Games},
695  year = {2025},
696  pages = {340-351},
697  link = {https://ieeexplore.ieee.org/document/11045998}
698}
699</pre>
700    </div>
701
702    
703    <li><a href="https://ieeexplore.ieee.org/document/11045998">Download</a></li>
704    
705
706  </ul>
707
708
709</div></li>
710<li><span id="LI2024110640">J. Li, M. Motoki, and B. Zhang, “Socially optimal energy usage via adaptive pricing,” <i>Electric Power Systems Research</i>, vol. 235, p. 110640, 2024. </span>
711
712<div id="LI2024110640-materials">
713  <ul class="nav nav-pills">
714    
715
716 <li><a data-toggle="collapse" href="javascript:toggleDiv('LI2024110640-bibtex')">BibTeX</a></li>
717    <div id="LI2024110640-bibtex" style="display:none;">
718    <pre class="collapse">@article{LI2024110640,
719  title = {Socially optimal energy usage via adaptive pricing},
720  journal = {Electric Power Systems Research},
721  volume = {235},
722  pages = {110640},
723  year = {2024},
724  author = {Li, Jiayi and Motoki, Matthew and Zhang, Baosen},
725  link = {https://www.sciencedirect.com/
726  science/article/pii/S0378779624005261}
727}
728</pre>
729    </div>
730
731    
732    <li><a href="https://www.sciencedirect.com/
733science/article/pii/S0378779624005261">Download</a></li>
734    
735
736  </ul>
737
738
739</div></li>
740<li><span id="stiasny2023pinnsim">J. Stiasny, B. Zhang, and S. Chatzivasileiadis, “PINNSim: A Simulator for Power System Dynamics based on Physics-Informed Neural Networks,” in <i>Power Systems Computation Conference (PSCC)</i>, 2024. </span>
741
742<div id="stiasny2023pinnsim-materials">
743  <ul class="nav nav-pills">
744    
745
746 <li><a data-toggle="collapse" href="javascript:toggleDiv('stiasny2023pinnsim-bibtex')">BibTeX</a></li>
747    <div id="stiasny2023pinnsim-bibtex" style="display:none;">
748    <pre class="collapse">@inproceedings{stiasny2023pinnsim,
749  title = {PINNSim: A Simulator for Power System Dynamics based on Physics-Informed Neural Networks},
750  author = {Stiasny, Jochen and Zhang, Baosen and Chatzivasileiadis, Spyros},
751  year = {2024},
752  booktitle = {Power Systems Computation Conference (PSCC)},
753  link = {https://arxiv.org/abs/2303.10256},
754  blog = {2024-4-11-PSCC}
755}
756</pre>
757    </div>
758
759    
760    <li><a href="https://arxiv.org/abs/2303.10256">Download</a></li>
761    
762
763  </ul>
764
765
766</div></li>
767<li><span id="ma2023controlling">Z. Ma and B. Zhang, “Controlling Grid-Connected Inverters under Time-Varying Voltage Constraints,” in <i>IEEE Power and Energy Society General Meeting</i>, 2024. </span>
768
769<div id="ma2023controlling-materials">
770  <ul class="nav nav-pills">
771    
772
773 <li><a data-toggle="collapse" href="javascript:toggleDiv('ma2023controlling-bibtex')">BibTeX</a></li>
774    <div id="ma2023controlling-bibtex" style="display:none;">
775    <pre class="collapse">@inproceedings{ma2023controlling,
776  title = {Controlling Grid-Connected Inverters under Time-Varying Voltage Constraints},
777  author = {Ma, Zixiao and Zhang, Baosen},
778  year = {2024},
779  booktitle = {IEEE Power and Energy Society General Meeting},
780  link = {https://ieeexplore.ieee.org/abstract/document/10689051}
781}
782</pre>
783    </div>
784
785    
786    <li><a href="https://ieeexplore.ieee.org/abstract/document/10689051">Download</a></li>
787    
788
789  </ul>
790
791
792</div></li>
793<li><span id="joswig2023optimal">T. Joswig-Jones and B. Zhang, “Optimal Control of Grid-Interfacing Inverters With Current Magnitude Limits,” in <i>IEEE Conference on Decision and Control</i>, 2024. </span>
794
795<div id="joswig2023optimal-materials">
796  <ul class="nav nav-pills">
797    
798
799 <li><a data-toggle="collapse" href="javascript:toggleDiv('joswig2023optimal-bibtex')">BibTeX</a></li>
800    <div id="joswig2023optimal-bibtex" style="display:none;">
801    <pre class="collapse">@inproceedings{joswig2023optimal,
802  title = {Optimal Control of Grid-Interfacing Inverters With Current Magnitude Limits},
803  author = {Joswig-Jones, Trager and Zhang, Baosen},
804  booktitle = {IEEE Conference on Decision and Control},
805  year = {2024},
806  link = {https://arxiv.org/abs/2310.00473}
807}
808</pre>
809    </div>
810
811    
812    <li><a href="https://arxiv.org/abs/2310.00473">Download</a></li>
813    
814
815  </ul>
816
817
818</div></li>
819<li><span id="Alduaij24">H. Alduaij, B. Zhang, and Y. Weng, “Determining Feasibility of DC Power Flow Using Graph Neural Networks,” in <i>2024 IEEE Power &amp; Energy Society General Meeting (PESGM)</i>, 2024, pp. 1–5. </span>
820
821<div id="Alduaij24-materials">
822  <ul class="nav nav-pills">
823    
824
825 <li><a data-toggle="collapse" href="javascript:toggleDiv('Alduaij24-bibtex')">BibTeX</a></li>
826    <div id="Alduaij24-bibtex" style="display:none;">
827    <pre class="collapse">@inproceedings{Alduaij24,
828  author = {Alduaij, Hamad and Zhang, Baosen and Weng, Yang},
829  booktitle = {2024 IEEE Power &amp; Energy Society General Meeting (PESGM)},
830  title = {Determining Feasibility of DC Power Flow Using Graph Neural Networks},
831  year = {2024},
832  pages = {1-5},
833  link = {https://ieeexplore.ieee.org/abstract/document/10688632}
834}
835</pre>
836    </div>
837
838    
839    <li><a href="https://ieeexplore.ieee.org/abstract/document/10688632">Download</a></li>
840    
841
842  </ul>
843
844
845</div></li>
846<li><span id="joswigjones2024safecontrolgridinterfacinginverters">T. Joswig-Jones and B. Zhang, “Safe Control of Grid-Interfacing Inverters with Current Magnitude Limits,” in <i>HICSS</i>, 2024. </span>
847
848<div id="joswigjones2024safecontrolgridinterfacinginverters-materials">
849  <ul class="nav nav-pills">
850    
851
852 <li><a data-toggle="collapse" href="javascript:toggleDiv('joswigjones2024safecontrolgridinterfacinginverters-bibtex')">BibTeX</a></li>
853    <div id="joswigjones2024safecontrolgridinterfacinginverters-bibtex" style="display:none;">
854    <pre class="collapse">@inproceedings{joswigjones2024safecontrolgridinterfacinginverters,
855  title = {Safe Control of Grid-Interfacing Inverters with Current Magnitude Limits},
856  author = {Joswig-Jones, Trager and Zhang, Baosen},
857  year = {2024},
858  booktitle = {HICSS},
859  link = {https://arxiv.org/abs/2409.13890}
860}
861</pre>
862    </div>
863
864    
865    <li><a href="https://arxiv.org/abs/2409.13890">Download</a></li>
866    
867
868  </ul>
869
870
871</div></li>
872<li><span id="li2024balancingfairnessefficiencyenergy">J. Li, M. Motoki, and B. Zhang, “Balancing Fairness and Efficiency in Energy Resource Allocations,” in <i>IEEE Conference on Decision and Control</i>, 2024. </span>
873
874<div id="li2024balancingfairnessefficiencyenergy-materials">
875  <ul class="nav nav-pills">
876    
877
878 <li><a data-toggle="collapse" href="javascript:toggleDiv('li2024balancingfairnessefficiencyenergy-bibtex')">BibTeX</a></li>
879    <div id="li2024balancingfairnessefficiencyenergy-bibtex" style="display:none;">
880    <pre class="collapse">@inproceedings{li2024balancingfairnessefficiencyenergy,
881  title = {Balancing Fairness and Efficiency in Energy Resource Allocations},
882  author = {Li, Jiayi and Motoki, Matthew and Zhang, Baosen},
883  year = {2024},
884  booktitle = {IEEE Conference on Decision and Control},
885  link = {https://arxiv.org/abs/2403.15616}
886}
887</pre>
888    </div>
889
890    
891    <li><a href="https://arxiv.org/abs/2403.15616">Download</a></li>
892    
893
894  </ul>
895
896
897</div></li>
898<li><span id="jiang2024oscillationsaware">Y. Jiang, H. Min, and B. Zhang, “Oscillations-Aware Frequency Security Assessment via Efficient Worst-Case Frequency Nadir Computation,” in <i>Power Systems Computation Conference (PSCC)</i>, 2024. </span>
899
900<div id="jiang2024oscillationsaware-materials">
901  <ul class="nav nav-pills">
902    
903
904 <li><a data-toggle="collapse" href="javascript:toggleDiv('jiang2024oscillationsaware-bibtex')">BibTeX</a></li>
905    <div id="jiang2024oscillationsaware-bibtex" style="display:none;">
906    <pre class="collapse">@inproceedings{jiang2024oscillationsaware,
907  title = {Oscillations-Aware Frequency Security Assessment via Efficient Worst-Case Frequency Nadir Computation},
908  author = {Jiang, Yan and Min, Hancheng and Zhang, Baosen},
909  year = {2024},
910  booktitle = {Power Systems Computation Conference (PSCC)},
911  link = {https://arxiv.org/abs/2402.16765},
912  blog = {2024-4-11-PSCC}
913}
914</pre>
915    </div>
916
917    
918    <li><a href="https://arxiv.org/abs/2402.16765">Download</a></li>
919    
920
921  </ul>
922
923
924</div></li>
925<li><span id="JIANG2024110656">Y. Jiang, H. Min, and B. Zhang, “Oscillations-aware frequency security assessment via efficie
925nt worst-case frequency nadir computation,” <i>Electric Power Systems Research</i>, vol. 234, p. 110656, 2024. </span>
926
927<div id="JIANG2024110656-materials">
928  <ul class="nav nav-pills">
929    
930
931 <li><a data-toggle="collapse" href="javascript:toggleDiv('JIANG2024110656-bibtex')">BibTeX</a></li>
932    <div id="JIANG2024110656-bibtex" style="display:none;">
933    <pre class="collapse">@article{JIANG2024110656,
934  title = {Oscillations-aware frequency security assessment via efficient worst-case frequency nadir computation},
935  journal = {Electric Power Systems Research},
936  volume = {234},
937  pages = {110656},
938  year = {2024},
939  link = {https://www.sciencedirect.com/science/article/pii/S037877962400542X},
940  author = {Jiang, Yan and Min, Hancheng and Zhang, Baosen}
941}
942</pre>
943    </div>
944
945    
946    <li><a href="https://www.sciencedirect.com/science/article/pii/S037877962400542X">Download</a></li>
947    
948
949  </ul>
950
951
952</div></li>
953<li><span id="STIASNY2024110796">J. Stiasny, B. Zhang, and S. Chatzivasileiadis, “PINNSim: A simulator for power system dynamics based on Physics-Informed Neural Networks,” <i>Electric Power Systems Research</i>, vol. 235, p. 110796, 2024. </span>
954
955<div id="STIASNY2024110796-materials">
956  <ul class="nav nav-pills">
957    
958
959 <li><a data-toggle="collapse" href="javascript:toggleDiv('STIASNY2024110796-bibtex')">BibTeX</a></li>
960    <div id="STIASNY2024110796-bibtex" style="display:none;">
961    <pre class="collapse">@article{STIASNY2024110796,
962  title = {PINNSim: A simulator for power system dynamics based on Physics-Informed Neural Networks},
963  journal = {Electric Power Systems Research},
964  volume = {235},
965  pages = {110796},
966  year = {2024},
967  link = {https://www.sciencedirect.com/science/article/pii/S0378779624006825},
968  author = {Stiasny, Jochen and Zhang, Baosen and Chatzivasileiadis, Spyros}
969}
970</pre>
971    </div>
972
973    
974    <li><a href="https://www.sciencedirect.com/science/article/pii/S0378779624006825">Download</a></li>
975    
976
977  </ul>
978
979
980</div></li>
981<li><span id="li2024socially">J. Li, M. Motoki, and B. Zhang, “Socially Optimal Energy Usage via Adaptive Pricing,” in <i>Power Systems Computation Conference (PSCC)</i>, 2024. </span>
982
983<div id="li2024socially-materials">
984  <ul class="nav nav-pills">
985    
986
987 <li><a data-toggle="collapse" href="javascript:toggleDiv('li2024socially-bibtex')">BibTeX</a></li>
988    <div id="li2024socially-bibtex" style="display:none;">
989    <pre class="collapse">@inproceedings{li2024socially,
990  title = {Socially Optimal Energy Usage via Adaptive Pricing},
991  author = {Li, Jiayi and Motoki, Matthew and Zhang, Baosen},
992  year = {2024},
993  booktitle = {Power Systems Computation Conference (PSCC)},
994  link = {https://arxiv.org/abs/2310.13254},
995  blog = {2024-4-11-PSCC}
996}
997</pre>
998    </div>
999
1000    
1001    <li><a href="https://arxiv.org/abs/2310.13254">Download</a></li>
1002    
1003
1004  </ul>
1005
1006
1007</div></li>
1008<li><span id="cui2021predicting">W. Cui, W. Yang, and B. Zhang, “Predicting Power System Dynamics and Transients: A Frequency Domain Approach,” <i>IEEE Transaction on Power Systems</i>, 2023. </span>
1009
1010<div id="cui2021predicting-materials">
1011  <ul class="nav nav-pills">
1012    
1013
1014 <li><a data-toggle="collapse" href="javascript:toggleDiv('cui2021predicting-bibtex')">BibTeX</a></li>
1015    <div id="cui2021predicting-bibtex" style="display:none;">
1016    <pre class="collapse">@article{cui2021predicting,
1017  title = {Predicting Power System Dynamics and Transients: A Frequency Domain Approach},
1018  author = {Cui, Wenqi and Yang, Weiwei and Zhang, Baosen},
1019  journal = {IEEE Transaction on Power Systems},
1020  year = {2023},
1021  link = {https://arxiv.org/abs/2111.01103}
1022}
1023</pre>
1024    </div>
1025
1026    
1027    <li><a href="https://arxiv.org/abs/2111.01103">Download</a></li>
1028    
1029
1030  </ul>
1031
1032
1033</div></li>
1034<li><span id="Tabas14dc2023">D. Tabas, A. Zamzam, and B. Zhang, “Interpreting Primal-Dual Algorithms for Constrained MARL,” in <i>Proceedings of The 5th Annual Learning for Dynamics and Control Conference</i>, 2023. </span>
1035
1036<div id="Tabas14dc2023-materials">
1037  <ul class="nav nav-pills">
1038    
1039
1040 <li><a data-toggle="collapse" href="javascript:toggleDiv('Tabas14dc2023-bibtex')">BibTeX</a></li>
1041    <div id="Tabas14dc2023-bibtex" style="display:none;">
1042    <pre class="collapse">@inproceedings{Tabas14dc2023,
1043  title = {Interpreting Primal-Dual Algorithms for Constrained MARL},
1044  author = {Tabas, D. and Zamzam, A. and Zhang, B.},
1045  booktitle = {Proceedings of The 5th Annual Learning for Dynamics and Control Conference},
1046  year = {2023},
1047  link = {https://proceedings.mlr.press/v211/tabas23a/tabas23a.pdf}
1048}
1049</pre>
1050    </div>
1051
1052    
1053    <li><a href="https://proceedings.mlr.press/v211/tabas23a/tabas23a.pdf">Download</a></li>
1054    
1055
1056  </ul>
1057
1058
1059</div></li>
1060<li><span id="Cui14dc2023">W. Cui, L. Huang, W. Yang, and B. Zhang, “Efficient Reinforcement Learning Through Trajectory Generation,” in <i>Proceedings of The 5th Annual Learning for Dynamics and Control Conference</i>, 2023. </span>
1061
1062<div id="Cui14dc2023-materials">
1063  <ul class="nav nav-pills">
1064    
1065
1066 <li><a data-toggle="collapse" href="javascript:toggleDiv('Cui14dc2023-bibtex')">BibTeX</a></li>
1067    <div id="Cui14dc2023-bibtex" style="display:none;">
1068    <pre class="collapse">@inproceedings{Cui14dc2023,
1069  title = {Efficient Reinforcement Learning Through Trajectory Generation},
1070  author = {Cui, W. and Huang, L. and Yang, W. and Zhang, B.},
1071  booktitle = {Proceedings of The 5th Annual Learning for Dynamics and Control Conference},
1072  year = {2023},
1073  link = {https://proceedings.mlr.press/v211/cui23a/cui23a.pdf}
1074}
1075</pre>
1076    </div>
1077
1078    
1079    <li><a href="https://proceedings.mlr.press/v211/cui23a/cui23a.pdf">Download</a></li>
1080    
1081
1082  </ul>
1083
1084
1085</div></li>
1086<li><span id="Tinu2023">A. Ademola-Idowu and B. Zhang, “Optimal Inverter-Based Resources Placement in Low-Inertia Power Systems,” in <i>IEEE Power and Energy Society General Meeting (PESGM)</i>, 2023. </span>
1087
1088<div id="Tinu2023-materials">
1089  <ul class="nav nav-pills">
1090    
1091
1092 <li><a data-toggle="collapse" href="javascript:toggleDiv('Tinu2023-bibtex')">BibTeX</a></li>
1093    <div id="Tinu2023-bibtex" style="display:none;">
1094    <pre class="collapse">@inproceedings{Tinu2023,
1095  title = {Optimal Inverter-Based Resources Placement in Low-Inertia Power Systems},
1096  year = {2023},
1097  author = {{Ademola-Idowu}, A. and {Zhang}, B.},
1098  booktitle = {IEEE Power and Energy Society General Meeting (PESGM)},
1099  link = {https://arxiv.org/abs/2210.15839}
1100}
1101</pre>
1102    </div>
1103
1104    
1105    <li><a href="https://arxiv.org/abs/2210.15839">Download</a></li>
1106    
1107
1108  </ul>
1109
1110
1111</div></li>
1112<li><span id="Cui2021a">W. Cui, Y. Jiang, and B. Zhang, “Reinforcement Learning for Optimal Frequency Control: A Lyapunov Approach,” <i>IEEE Transaction on Power Systems</i>, vol. 38, no. 2, pp. 1676–1688, 2023. </span>
1113
1114<div id="Cui2021a-materials">
1115  <ul class="nav nav-pills">
1116    
1117
1118 <li><a data-toggle="collapse" href="javascript:toggleDiv('Cui2021a-bibtex')">BibTeX</a></li>
1119    <div id="Cui2021a-bibtex" style="display:none;">
1120    <pre class="collapse">@article{Cui2021a,
1121  title = {Reinforcement Learning for Optimal Frequency Control: A Lyapunov Approach},
1122  author = {Cui, Wenqi and Jiang, Yan and Zhang, Baosen},
1123  year = {2023},
1124  volume = {38},
1125  number = {2},
1126  pages = {1676-1688},
1127  journal = {IEEE Transaction on Power Systems},
1128  link = {https://arxiv.org/abs/2009.05654}
1129}
1130</pre>
1131    </div>
1132
1133    
1134    <li><a href="https://arxiv.org/abs/2009.05654">Download</a></li>
1135    
1136
1137  </ul>
1138
1139
1140</div></li>
1141<li><span id="Deng2022">S. Deng, L. Chen, B. Zhang, W. Yuan, and S. Mei, “Distributed Secondary Optimal Control For Self-Maintaining Microgrids on Pelagic Islands,” <i>IET Renewable Power Generation</i>, 2023. </span>
1142
1143<div id="Deng2022-materials">
1144  <ul class="nav nav-pills">
1145    
1146
1147 <li><a data-toggle="collapse" href="javascript:toggleDiv('Deng2022-bibtex')">BibTeX</a></li>
1148    <div id="Deng2022-bibtex" style="display:none;">
1149    <pre class="collapse">@article{Deng2022,
1150  title = {Distributed Secondary Optimal Control For Self-Maintaining Microgrids on Pelagic Islands},
1151  author = {Deng, S. and Chen, L. and Zhang, B. and Yuan, W. and Mei, S.},
1152  journal = {IET Renewable Power Generation},
1153  year = {2023},
1154  link = {https://ietresearch.onlinelibrary.wiley.com/doi/full/10.1049/rpg2.12751}
1155}
1156</pre>
1157    </div>
1158
1159    
1160    <li><a href="https://ietresearch.onlinelibrary.wiley.com/doi/full/10.1049/rpg2.12751">Download</a></li>
1161    
1162
1163  </ul>
1164
1165
1166</div></li>
1167<li><span id="cui2022structured">W. Cui, Y. Jiang, B. Zhang, and Y. Shi, “Structured Neural-PI Control with End-to-End Stability and Output Tracking Guarantees,” in <i>Advances in Neural Information Processing Systems</i>, 2023, vol. 36, pp. 68434–68457. </span>
1168
1169<div id="cui2022structured-materials">
1170  <ul class="nav nav-pills">
1171    
1172
1173 <li><a data-toggle="collapse" href="javascript:toggleDiv('cui2022structured-bibtex')">BibTeX</a></li>
1174    <div id="cui2022structured-bibtex" style="display:none;">
1175    <pre class="collapse">@inproceedings{cui2022structured,
1176  author = {Cui, Wenqi and Jiang, Yan and Zhang, Baosen and Shi, Yuanyuan},
1177  booktitle = {Advances in Neural Information Processing Systems},
1178  pages = {68434--68457},
1179  title = {Structured Neural-PI Control with End-to-End Stability and Output Tracking Guarantees},
1180  volume = {36},
1181  year = {2023}
1182}
1183</pre>
1184    </div>
1185
1186    
1187
1188  </ul>
1189
1190
1191</div></li>
1192<li><span id="Jiang2023">Y. Jiang, B. Zhang, and J. Cortes, “Equilibria of Fully Decentralized Learning in Networked Systems,” in <i>Proceedings of The 5th Annual Learning for Dynamics and Control Conference</i>, 2023. </span>
1193
1194<div id="Jiang2023-materials">
1195  <ul class="nav nav-pills">
1196    
1197
1198 <li><a data-toggle="collapse" href="javascript:toggleDiv('Jiang2023-bibtex')">BibTeX</a></li>
1199    <div id="Jiang2023-bibtex" style="display:none;">
1200    <pre class="collapse">@inproceedings{Jiang2023,
1201  title = {Equilibria of Fully Decentralized Learning in Networked Systems},
1202  author = {Jiang, Y. and Zhang, B. and Cortes, J.},
1203  booktitle = {Proceedings of The 5th Annual Learning for Dynamics and Control Conference},
1204  year = {2023},
1205  link = {https://proceedings.mlr.press/v211/jiang23a.html}
1206}
1207</pre>
1208    </div>
1209
1210    
1211    <li><a href="https://proceedings.mlr.press/v211/jiang23a.html">Download</a></li>
1212    
1213
1214  </ul>
1215
1216
1217</div></li>
1218<li><span id="jiang2022stable">Y. Jiang, W. Cui, B. Zhang, and J. Cortés, “Stable Reinforcement Learning for Optimal Frequency Control: A Distributed Averaging-Based Integral Approach,” <i>IEEE Open Journal of Control Systems</i>, vol. 1, pp. 194–209, 2022. </span>
1219
1220<div id="jiang2022stable-materials">
1221  <ul class="nav nav-pills">
1222    
1223
1224 <li><a data-toggle="collapse" href="javascript:toggleDiv('jiang2022stable-bibtex')">BibTeX</a></li>
1225    <div id="jiang2022stable-bibtex" style="display:none;">
1226    <pre class="collapse">@article{jiang2022stable,
1227  title = {Stable Reinforcement Learning for Optimal Frequency Control: A Distributed Averaging-Based Integral Approach},
1228  author = {Jiang, Yan and Cui, Wenqi and Zhang, Baosen and Cort{\'e}s, Jorge},
1229  journal = {IEEE Open Journal of Control Systems},
1230  year = {2022},
1231  volume = {1},
1232  pages = {194-209},
1233  link = {https://arxiv.org/abs/2205.00411}
1234}
1235</pre>
1236    </div>
1237
1238    
1239    <li><a href="https://arxiv.org/abs/2205.00411">Download</a></li>
1240    
1241
1242  </ul>
1243
1244
1245</div></li>
1246<li><span id="taheri2022datadriven">S. Taheri, V. Kekatos, H. Veeramachaneni, and B. Zhang, “Data-Driven Modeling of Aggregate Flexibility under Uncertain and Non-Convex Load Models,” <i>IEEE Transaction on Smartgrid</i>, vol. 13, pp. 4572–4582, 2022. </span>
1247
1248<div id="taheri2022datadriven-materials">
1249  <ul class="nav nav-pills">
1250    
1251
1252 <li><a data-toggle="collapse" href="javascript:toggleDiv('taheri2022datadriven-bibtex')">BibTeX</a></li>
1253    <div id="taheri2022datadriven-bibtex" style="display:none;">
1254    <pre class="collapse">@article{taheri2022datadriven,
1255  title = {Data-Driven Modeling of Aggregate Flexibility under Uncertain and Non-Convex Load Models},
1256  author = {Taheri, Sina and Kekatos, Vassilis and Veeramachaneni, Harsha and Zhang, Baosen},
1257  year = {2022},
1258  journal = {IEEE Transaction on Smartgrid},
1259  volume = {13},
1260  pages = {4572-4582},
1261  link = {https://arxiv.org/abs/2201.11952}
1262}
1263</pre>
1264    </div>
1265
1266    
1267    <li><a href="https://arxiv.org/abs/2201.11952">Download</a></li>
1268    
1269
1270  </ul>
1271
1272
1273</div></li>
1274<li><span id="Zhang2022Eenergy">L. Zhang and B. Zhang, “An Iterative Approach to Improving Solution Quality for AC Optimal Power Flow Problems,” in <i>ACM E-Energy</i>, 2022. </span>
1275
1276<div id="Zhang2022Eenergy-materials">
1277  <ul class="nav nav-pills">
1278    
1279
1280 <li><a data-toggle="collapse" href="javascript:toggleDiv('Zhang2022Eenergy-bibtex')">BibTeX</a></li>
1281    <div id="Zhang2022Eenergy-bibtex" style="display:none;">
1282    <pre class="collapse">
1282@inproceedings{Zhang2022Eenergy,
1283  author = {Zhang, Ling and Zhang, Baosen},
1284  title = {An Iterative Approach to Improving Solution Quality for AC Optimal Power Flow Problems},
1285  year = {2022},
1286  booktitle = {{ACM E-Energy}},
1287  link = {https://arxiv.org/abs/2109.06356}
1288}
1289</pre>
1290    </div>
1291
1292    
1293    <li><a href="https://arxiv.org/abs/2109.06356">Download</a></li>
1294    
1295
1296  </ul>
1297
1298
1299</div></li>
1300<li><span id="cui2022equilibrium">W. Cui and B. Zhang, “Equilibrium-Independent Stability Analysis for Distribution Systems with Lossy Transmission Lines,” <i>IEEE Control Systems Letters</i>, vol. 6, pp. 3349–3354, 2022. </span>
1301
1302<div id="cui2022equilibrium-materials">
1303  <ul class="nav nav-pills">
1304    
1305
1306 <li><a data-toggle="collapse" href="javascript:toggleDiv('cui2022equilibrium-bibtex')">BibTeX</a></li>
1307    <div id="cui2022equilibrium-bibtex" style="display:none;">
1308    <pre class="collapse">@article{cui2022equilibrium,
1309  title = {Equilibrium-Independent Stability Analysis for Distribution Systems with Lossy Transmission Lines},
1310  author = {Cui, Wenqi and Zhang, Baosen},
1311  journal = {IEEE Control Systems Letters},
1312  year = {2022},
1313  volume = {6},
1314  pages = {3349-3354},
1315  link = {https://arxiv.org/abs/2203.04580}
1316}
1317</pre>
1318    </div>
1319
1320    
1321    <li><a href="https://arxiv.org/abs/2203.04580">Download</a></li>
1322    
1323
1324  </ul>
1325
1326
1327</div></li>
1328<li><span id="Cui22">W. Cui, J. Li, and B. Zhang, “Decentralized Safe Reinforcement Learning for Voltage Control,” in <i>Power Systems Computation Conference (PSCC)</i>, 2022. </span>
1329
1330<div id="Cui22-materials">
1331  <ul class="nav nav-pills">
1332    
1333
1334 <li><a data-toggle="collapse" href="javascript:toggleDiv('Cui22-bibtex')">BibTeX</a></li>
1335    <div id="Cui22-bibtex" style="display:none;">
1336    <pre class="collapse">@inproceedings{Cui22,
1337  title = {Decentralized Safe Reinforcement Learning for Voltage Control},
1338  author = {Cui, W. and Li, J. and Zhang, B.},
1339  link = {https://arxiv.org/abs/2110.01126},
1340  year = {2022},
1341  booktitle = {Power Systems Computation Conference (PSCC)}
1342}
1343</pre>
1344    </div>
1345
1346    
1347    <li><a href="https://arxiv.org/abs/2110.01126">Download</a></li>
1348    
1349
1350  </ul>
1351
1352
1353</div></li>
1354<li><span id="Chen22">Y. Chen, L. Zhang, and B. Zhang, “Learning to Solve DCOPF: A Duality Approach,” in <i>Power Systems Computation Conference (PSCC)</i>, 2022. </span>
1355
1356<div id="Chen22-materials">
1357  <ul class="nav nav-pills">
1358    
1359
1360 <li><a data-toggle="collapse" href="javascript:toggleDiv('Chen22-bibtex')">BibTeX</a></li>
1361    <div id="Chen22-bibtex" style="display:none;">
1362    <pre class="collapse">@inproceedings{Chen22,
1363  title = {Learning to Solve DCOPF: A Duality Approach},
1364  author = {Chen, Yize and Zhang, Ling and Zhang, Baosen},
1365  link = {https://arxiv.org/abs/2002.04091},
1366  year = {2022},
1367  booktitle = {Power Systems Computation Conference (PSCC)}
1368}
1369</pre>
1370    </div>
1371
1372    
1373    <li><a href="https://arxiv.org/abs/2002.04091">Download</a></li>
1374    
1375
1376  </ul>
1377
1378
1379</div></li>
1380<li><span id="Tabas2022">D. Tabas and B. Zhang, “Computationally Efficient Safe Reinforcement Learning for Power Systems,” in <i>American Control Conference (ACC)</i>, 2022. </span>
1381
1382<div id="Tabas2022-materials">
1383  <ul class="nav nav-pills">
1384    
1385
1386 <li><a data-toggle="collapse" href="javascript:toggleDiv('Tabas2022-bibtex')">BibTeX</a></li>
1387    <div id="Tabas2022-bibtex" style="display:none;">
1388    <pre class="collapse">@inproceedings{Tabas2022,
1389  title = {Computationally Efficient Safe Reinforcement Learning for Power Systems},
1390  author = {Tabas, Daniel and Zhang, Baosen},
1391  booktitle = {American Control Conference (ACC)},
1392  year = {2022},
1393  link = {https://arxiv.org/abs/2110.10333}
1394}
1395</pre>
1396    </div>
1397
1398    
1399    <li><a href="https://arxiv.org/abs/2110.10333">Download</a></li>
1400    
1401
1402  </ul>
1403
1404
1405</div></li>
1406<li><span id="su14052656">H. Li, Y. Qiao, Z. Lu, and B. Zhang, “Power System Transition with Multiple Flexibility Resources: A Data-Driven Approach,” <i>Sustainability</i>, vol. 14, no. 5, 2022. </span>
1407
1408<div id="su14052656-materials">
1409  <ul class="nav nav-pills">
1410    
1411
1412 <li>
1412<a data-toggle="collapse" href="javascript:toggleDiv('su14052656-bibtex')">BibTeX</a></li>
1413    <div id="su14052656-bibtex" style="display:none;">
1414    <pre class="collapse">@article{su14052656,
1415  author = {Li, Hao and Qiao, Ying and Lu, Zongxiang and Zhang, Baosen},
1416  title = {Power System Transition with Multiple Flexibility Resources: A Data-Driven Approach},
1417  journal = {Sustainability},
1418  volume = {14},
1419  year = {2022},
1420  number = {5},
1421  link = {https://www.mdpi.com/2071-1050/14/5/2656}
1422}
1423</pre>
1424    </div>
1425
1426    
1427    <li><a href="https://www.mdpi.com/2071-1050/14/5/2656">Download</a></li>
1428    
1429
1430  </ul>
1431
1432
1433</div></li>
1434<li><span id="Cui2021b">W. Cui and B. Zhang, “Lyapunov-Regularized Reinforcement Learning for Power System Transient Stability,” <i>IEEE Control Systems Letters</i>, vol. 6, pp. 974–979, 2022. </span>
1435
1436<div id="Cui2021b-materials">
1437  <ul class="nav nav-pills">
1438    
1439
1440 <li><a data-toggle="collapse" href="javascript:toggleDiv('Cui2021b-bibtex')">BibTeX</a></li>
1441    <div id="Cui2021b-bibtex" style="display:none;">
1442    <pre class="collapse">@article{Cui2021b,
1443  title = {Lyapunov-Regularized Reinforcement Learning for Power System Transient Stability},
1444  author = {Cui, Wenqi and Zhang, Baosen},
1445  year = {2022},
1446  volume = {6},
1447  pages = {974-979},
1448  journal = {IEEE Control Systems Letters},
1449  link = {https://arxiv.org/abs/2103.03869}
1450}
1451</pre>
1452    </div>
1453
1454    
1455    <li><a href="https://arxiv.org/abs/2103.03869">Download</a></li>
1456    
1457
1458  </ul>
1459
1460
1461</div></li>
1462<li><span id="Chen2022PSCC">Y. Chen, L. Zhang, and B. Zhang, “Learning to Solve DCOPF: A Duality Approach,” <i>Electric Power Systems Research</i>, vol. 213, p. 108595, 2022. </span>
1463
1464<div id="Chen2022PSCC-materials">
1465  <ul class="nav nav-pills">
1466    
1467
1468 <li><a data-toggle="collapse" href="javascript:toggleDiv('Chen2022PSCC-bibtex')">BibTeX</a></li>
1469    <div id="Chen2022PSCC-bibtex" style="display:none;">
1470    <pre class="collapse">@article{Chen2022PSCC,
1471  author = {Chen, Yize and Zhang, Ling and Zhang, Baosen},
1472  title = {Learning to Solve {DCOPF}: A Duality Approach},
1473  journal = {Electric Power Systems Research},
1474  volume = {213},
1475  pages = {108595},
1476  year = {2022},
1477  link = {https://pscc.epfl.ch/rms/modules/request.php?module=oc_program&amp;action=summary.php&amp;id=2107}
1478}
1479</pre>
1480    </div>
1481
1482    
1483    <li><a href="https://pscc.epfl.ch/rms/modules/request.php?module=oc_program&amp;action=summary.php&amp;id=2107">Download</a></li>
1484    
1485
1486  </ul>
1487
1488
1489</div></li>
1490<li><span id="Cui2022PSCC">W. Cui, J. Li, and B. Zhang, “Decentralized Safe Reinforcement Learning for Inverter-Based Voltage Control,” <i>Electric Power Systems Research</i>, vol. 211, p. 108609, 2022. </span>
1491
1492<div id="Cui2022PSCC-materials">
1493  <ul class="nav nav-pills">
1494    
1495
1496 <li><a data-toggle="collapse" href="javascript:toggleDiv('Cui2022PSCC-bibtex')">BibTeX</a></li>
1497    <div id="Cui2022PSCC-bibtex" style="display:none;">
1498    <pre class="collapse">@article{Cui2022PSCC,
1499  author = {Cui, Wenqi and Li, Jiayi and Zhang, Baosen},
1500  title = {Decentralized Safe Reinforcement Learning for Inverter-Based Voltage Control},
1501  journal = {Electric Power Systems Research},
1502  volume = {211},
1503  pages = {108609},
1504  year = {2022},
1505  link = {https://pscc.epfl.ch/rms/modules/request.php?module=oc_program&amp;action=summary.php&amp;id=1877}
1506}
1507</pre>
1508    </div>
1509
1510    
1511    <li><a href="https://pscc.epfl.ch/rms/modules/request.php?module=oc_program&amp;action=summary.php&amp;id=1877">Download</a></li>
1512    
1513
1514  </ul>
1515
1516
1517</div></li>
1518<li><span id="Chen2022PESGM">Y. Chen and B. Zhang, “State-of-Charge Aware EV Charging,” in <i>Power and Energy Society General Meeting</i>, 2022. </span>
1519
1520<div id="Chen2022PESGM-materials">
1521  <ul class="nav nav-pills">
1522    
1523
1524 <li><a data-toggle="collapse" href="javascript:toggleDiv('Chen2022PESGM-bibtex')">BibTeX</a></li>
1525    <div id="Chen2022PESGM-bibtex" style="display:none;">
1526    <pre class="collapse">@inproceedings{Chen2022PESGM,
1527  author = {Chen, Yize and Zhang, Baosen},
1528  title = {State-of-Charge Aware {EV} Charging},
1529  year = {2022},
1530  booktitle = {Power and Energy Society General Meeting},
1531  link = {https://arxiv.org/abs/2111.15147}
1532}
1533</pre>
1534    </div>
1535
1536    
1537    <li><a href="https://arxiv.org/abs/2111.15147">Download</a></li>
1538    
1539
1540  </ul>
1541
1542
1543</div></li>
1544<li><span id="zhang2020convex">
1544L. Zhang, Y. Chen, and B. Zhang, “A Convex Neural Network Solver for DCOPF with Generalization Guarantees,” <i>IEEE Transactions on Control of Networked Systems</i>, vol. 9, no. 2, pp. 719–730, 2022. </span>
1545
1546<div id="zhang2020convex-materials">
1547  <ul class="nav nav-pills">
1548    
1549
1550 <li><a data-toggle="collapse" href="javascript:toggleDiv('zhang2020convex-bibtex')">BibTeX</a></li>
1551    <div id="zhang2020convex-bibtex" style="display:none;">
1552    <pre class="collapse">@article{zhang2020convex,
1553  title = {A Convex Neural Network Solver for {DCOPF} with Generalization Guarantees},
1554  author = {Zhang, Ling and Chen, Yize and Zhang, Baosen},
1555  year = {2022},
1556  volume = {9},
1557  number = {2},
1558  pages = {719-730},
1559  journal = {IEEE Transactions on Control of Networked Systems},
1560  link = {https://arxiv.org/abs/2009.09109}
1561}
1562</pre>
1563    </div>
1564
1565    
1566    <li><a href="https://arxiv.org/abs/2009.09109">Download</a></li>
1567    
1568
1569  </ul>
1570
1571
1572</div></li>
1573<li><span id="Kishan21">K. Guddanti, Y. Weng, and B. Zhang, “A Matrix-Inversion-Free Fixed-Point Method for Distributed Power Flow Analysis,” <i>IEEE Transactions on Power Systems</i>, vol. 37, no. 1, pp. 653–665, 2022. </span>
1574
1575<div id="Kishan21-materials">
1576  <ul class="nav nav-pills">
1577    
1578
1579 <li><a data-toggle="collapse" href="javascript:toggleDiv('Kishan21-bibtex')">BibTeX</a></li>
1580    <div id="Kishan21-bibtex" style="display:none;">
1581    <pre class="collapse">@article{Kishan21,
1582  author = {Guddanti, K. and Weng, Y. and Zhang, B.},
1583  journal = {IEEE Transactions on Power Systems},
1584  year = {2022},
1585  volume = {37},
1586  number = {1},
1587  pages = {653-665},
1588  title = {A Matrix-Inversion-Free Fixed-Point Method for Distributed Power Flow Analysis},
1589  link = {https://ieeexplore.ieee.org/abstract/document/9492760}
1590}
1591</pre>
1592    </div>
1593
1594    
1595    <li><a href="https://ieeexplore.ieee.org/abstract/document/9492760">Download</a></li>
1596    
1597
1598  </ul>
1599
1600
1601</div></li>
1602<li><span id="Li21">H. Li, Z. Lu, Y. Qiao, B. Zhang, and Y. Lin, “The Flexibility Test System for Studies of Variable Renewable Energy Resources,” <i>IEEE Transactions on Power Systems</i>, vol. 36, no. 2, pp. 1526–1536, 2021. </span>
1603
1604<div id="Li21-materials">
1605  <ul class="nav nav-pills">
1606    
1607
1608 <li><a data-toggle="collapse" href="javascript:toggleDiv('Li21-bibtex')">BibTeX</a></li>
1609    <div id="Li21-bibtex" style="display:none;">
1610    <pre class="collapse">@article{Li21,
1611  author = {{Li}, H. and {Lu}, Z. and {Qiao}, Y. and {Zhang}, B. and {Lin}, Y.},
1612  journal = {IEEE Transactions on Power Systems},
1613  title = {The Flexibility Test System for Studies of Variable Renewable Energy Resources},
1614  year = {2021},
1615  volume = {36},
1616  number = {2},
1617  pages = {1526-1536},
1618  link = {https://ieeexplore.ieee.org/document/9179018}
1619}
1620</pre>
1621    </div>
1622
1623    
1624    <li><a href="https://ieeexplore.ieee.org/document/9179018">Download</a></li>
1625    
1626
1627  </ul>
1628
1629
1630</div></li>
1631<li><span id="Cui2021c">W. Cui and B. Zhang, “Reinforcement Learning for Optimal Frequency Control: A Lyapunov Approach,” in <i>ICML 2021 Workshop on Tackling Climate Change with Machine Learning</i>, 2021. </span>
1632
1633<div id="Cui2021c-materials">
1634  <ul class="nav nav-pills">
1635    
1636
1637 <li><a data-toggle="collapse" href="javascript:toggleDiv('Cui2021c-bibtex')">BibTeX</a></li>
1638    <div id="Cui2021c-bibtex" style="display:none;">
1639    <pre class="collapse">@inproceedings{Cui2021c,
1640  title = {Reinforcement Learning for Optimal Frequency Control: A Lyapunov Approach},
1641  author = {Cui, W. and Zhang, B.},
1642  year = {2021},
1643  booktitle = {ICML 2021 Workshop on Tackling Climate Change with Machine Learning}
1644}
1645</pre>
1646    </div>
1647
1648    
1649
1650  </ul>
1651
1652
1653</div></li>
1654<li><span id="Tinu21">A. Ademola-Idowu and B. Zhang, “Frequency Stability Using MPC-Based Inverter Power Control in Low-Inertia Power Systems,” <i>IEEE Transactions on Power Systems</i>, vol. 36, no. 2, pp. 1628–1637, 2021. </span>
1655
1656<div id="Tinu21-materials">
1657  <ul class="nav nav-pills">
1658    
1659
1660 <li><a data-toggle="collapse" href="javascript:toggleDiv('Tinu21-bibtex')">BibTeX</a></li>
1661    <div id="Tinu21-bibtex" style="display:none;">
1662    <pre class="collapse">@article{Tinu21,
1663  author = {{Ademola-Idowu}, A. and {Zhang}, B.},
1664  journal = {IEEE Transactions on Power Systems},
1665  title = {Frequency Stability Using MPC-Based Inverter Power Control in Low-Inertia Power Systems},
1666  year = {2021},
1667  volume = {36},
1668  number = {2},
1669  pages = {1628-1637},
1670  link = {https://ieeexplore.ieee.org/document/9179017}
1671}
1672</pre>
1673    </div>
1674
1675    
1676    <li><a href="https://ieeexplore.ieee.org/document/9179017">Download</a></li>
1677    
1678
1679  </ul>
1680
1681
1682</div></li>
1683<li><span id="Zheng21">L. Zheng, Y. Shi, L. Ratliff, and B. Zhang, “Safe Reinforcement Learning of Control-Affine Systems with Vertex Networks,” in <i>Learning for Dynamics &amp; Control Conference</i>, 2021. </span>
1684
1685<div id="Zheng21-materials">
1686  <ul class="nav nav-pills">
1687    
1688
1689 <li><a data-toggle="collapse" href="javascript:toggleDiv('Zheng21-bibtex')">BibTeX</a></li>
1690    <div id="Zheng21-bibtex" style="display:none;">
1691    <pre class="collapse">@inproceedings{Zheng21,
1692  title = {Safe Reinforcement Learning of Control-Affine Systems with Vertex Networks},
1693  author = {Zheng, Liyuan and Shi, Yuanyuan and Ratliff, Lillian and Zhang, Baosen},
1694  year = {2021},
1695  booktitle = {Learning for Dynamics \&amp; Control Conference},
1696  link = {https://arxiv.org/abs/2003.09488}
1697}
1698</pre>
1699    </div>
1700
1701    
1702    <li><a href="https://arxiv.org/abs/2003.09488">Download</a></li>
1703    
1704
1705  </ul>
1706
1707
1708</div></li>
1709<li><span id="Li21a">H. Li, Y. Qiao, Z. Lu, B. Zhang, and F. Teng, “Frequency Constrained Stochastic Planning Towards a High Renewable Target Considering Frequency Response Support from Wind Power,” <i>IEEE Transactions on Power Systems</i>, vol. 36, no. 5, pp. 4632–4644, 2021. </span>
1710
1711<div id="Li21a-materials">
1712  <ul class="nav nav-pills">
1713    
1714
1715 <li><a data-toggle="collapse" href="javascript:toggleDiv('Li21a-bibtex')">BibTeX</a></li>
1716    <div id="Li21a-bibtex" style="display:none;">
1717    <pre class="collapse">@article{Li21a,
1718  title = {Frequency Constrained Stochastic Planning Towards a High Renewable Target Considering Frequency Response Support from Wind Power},
1719  author = {Li, Hao and Qiao, Ying and Lu, Zongxiang and Zhang, Baosen and Teng, Fei},
1720  year = {2021},
1721  volume = {36},
1722  number = {5},
1723  pages = {4632-4644},
1724  journal = {IEEE Transactions on Power Systems},
1725  link = {https://ieeexplore.ieee.org/document/9381691}
1726}
1727</pre>
1728    </div>
1729
1730    
1731    <li><a href="https://ieeexplore.ieee.org/document/9381691">Download</a></li>
1732    
1733
1734  </ul>
1735
1736
1737</div></li>
1738<li><span id="Zhang21b">B. Zhang and E. Nasr, “Distributed Redundant Integration of Data Center Battery Storage with the Grid for Regulation Services,” in <i>Power and Energy Society General Meeting</i>, 2021. </span>
1739
1740<div id="Zhang21b-materials">
1741  <ul class="nav nav-pills">
1742    
1743
1744 <li><a data-toggle="collapse" href="javascript:toggleDiv('Zhang21b-bibtex')">BibTeX</a></li>
1745    <div id="Zhang21b-bibtex" style="display:none;">
1746    <pre class="collapse">
1746@inproceedings{Zhang21b,
1747  author = {Zhang, Baosen and Nasr, Ehsan},
1748  title = {Distributed Redundant Integration of Data Center Battery Storage with the Grid for Regulation Services},
1749  year = {2021},
1750  booktitle = {Power and Energy Society General Meeting},
1751  link = {https://ieeexplore.ieee.org/document/9638219}
1752}
1753</pre>
1754    </div>
1755
1756    
1757    <li><a href="https://ieeexplore.ieee.org/document/9638219">Download</a></li>
1758    
1759
1760  </ul>
1761
1762
1763</div></li>
1764<li><span id="Tinu21b">A. Ademola-Idowu and B. Zhang, “MPC-Based Multi-Inverter Power Control in Low-Inertia Power Systems,” in <i>Power and Energy Society General Meeting</i>, 2021. </span>
1765
1766<div id="Tinu21b-materials">
1767  <ul class="nav nav-pills">
1768    
1769
1770 <li><a data-toggle="collapse" href="javascript:toggleDiv('Tinu21b-bibtex')">BibTeX</a></li>
1771    <div id="Tinu21b-bibtex" style="display:none;">
1772    <pre class="collapse">@inproceedings{Tinu21b,
1773  author = {{Ademola-Idowu}, A. and {Zhang}, B.},
1774  title = {{MPC}-Based Multi-Inverter Power Control in Low-Inertia Power Systems},
1775  year = {2021},
1776  booktitle = {Power and Energy Society General Meeting},
1777  link = {https://ieeexplore.ieee.org/document/9638080}
1778}
1779</pre>
1780    </div>
1781
1782    
1783    <li><a href="https://ieeexplore.ieee.org/document/9638080">Download</a></li>
1784    
1785
1786  </ul>
1787
1788
1789</div></li>
1790<li><span id="LiHao21">H. Li, Y. Qiao, B. Zhang, Z. Lu, and L. Dong, “A two-step tie-line scheduling method considering variable renewable energy variations,” <i>International Transactions on Electrical Energy Systems</i>, vol. 31, no. 11, p. e13077, 2021. </span>
1791
1792<div id="LiHao21-materials">
1793  <ul class="nav nav-pills">
1794    
1795
1796 <li><a data-toggle="collapse" href="javascript:toggleDiv('LiHao21-bibtex')">BibTeX</a></li>
1797    <div id="LiHao21-bibtex" style="display:none;">
1798    <pre class="collapse">@article{LiHao21,
1799  author = {Li, Hao and Qiao, Ying and Zhang, Baosen and Lu, Zongxiang and Dong, Ling},
1800  title = {A two-step tie-line scheduling method considering variable renewable energy variations},
1801  journal = {International Transactions on Electrical Energy Systems},
1802  link = {https://onlinelibrary.wiley.com/doi/abs/10.1002/2050-7038.13077},
1803  volume = {31},
1804  number = {11},
1805  pages = {e13077},
1806  year = {2021}
1807}
1808</pre>
1809    </div>
1810
1811    
1812    <li><a href="https://onlinelibrary.wiley.com/doi/abs/10.1002/2050-7038.13077">Download</a></li>
1813    
1814
1815  </ul>
1816
1817
1818</div></li>
1819<li><span id="Chen21">Y. Chen, Y. Tan, L. Zhang, and B. Zhang, “Vulnerabilities of Power System Operations to Load Forecasting Data Injection Attacks,” in <i>IEEE Smartgrid Comm</i>, 2021. </span>
1820
1821<div id="Chen21-materials">
1822  <ul class="nav nav-pills">
1823    
1824
1825 <li><a data-toggle="collapse" href="javascript:toggleDiv('Chen21-bibtex')">BibTeX</a></li>
1826    <div id="Chen21-bibtex" style="display:none;">
1827    <pre class="collapse">@inproceedings{Chen21,
1828  title = {Vulnerabilities of Power System Operations to Load Forecasting Data Injection Attacks},
1829  author = {Chen, Yize and Tan, Yushi and Zhang, Ling and Zhang, Baosen},
1830  booktitle = {IEEE Smartgrid Comm},
1831  year = {2021},
1832  link = {https://ieeexplore.ieee.org/document/9631987}
1833}
1834</pre>
1835    </div>
1836
1837    
1838    <li><a href="https://ieeexplore.ieee.org/document/9631987">Download</a></li>
1839    
1840
1841  </ul>
1842
1843
1844</div></li>
1845<li><span id="cui2021safe">W. Cui, J. Li, and B. Zhang, “Safe Learning for Voltage Control,” in <i>NeurIPS 2021 Workshop on Tackling Climate Change with Machine Learning</i>, 2021. </span>
1846
1847<div id="cui2021safe-materials">
1848  <ul class="nav nav-pills">
1849    
1850
1851 <li><a data-toggle="collapse" href="javascript:toggleDiv('cui2021safe-bibtex')">BibTeX</a></li>
1852    <div id="cui2021safe-bibtex" style="display:none;">
1853    <pre class="collapse">@inproceedings{cui2021safe,
1854  title = {Safe Learning for Voltage Control},
1855  author = {Cui, Wenqi and Li, Jiayi and Zhang, Baosen},
1856  booktitle = {NeurIPS 2021 Workshop on Tackling Climate Change with Machine Learning},
1857  year = {2021}
1858}
1859</pre>
1860    </div>
1861
1862    
1863
1864  </ul>
1865
1866
1867</div></li>
1868<li><span id="cui2021power">W. Cui, W. Yang, and B. Zhang, “Power System Dynamic Simulation Using Fourier Neural Operators,” in <i>
1868NeurIPS 2021 Workshop on Tackling Climate Change with Machine Learning</i>, 2021. </span>
1869
1870<div id="cui2021power-materials">
1871  <ul class="nav nav-pills">
1872    
1873
1874 <li><a data-toggle="collapse" href="javascript:toggleDiv('cui2021power-bibtex')">BibTeX</a></li>
1875    <div id="cui2021power-bibtex" style="display:none;">
1876    <pre class="collapse">@inproceedings{cui2021power,
1877  title = {Power System Dynamic Simulation Using Fourier Neural Operators},
1878  author = {Cui, Wenqi and Yang, Weiwei and Zhang, Baosen},
1879  booktitle = {NeurIPS 2021 Workshop on Tackling Climate Change with Machine Learning},
1880  year = {2021}
1881}
1882</pre>
1883    </div>
1884
1885    
1886
1887  </ul>
1888
1889
1890</div></li>
1891<li><span id="Ling2021c">L. Zhang and B. Zhang, “An Iterative Approach to Finding Global Solutions of AC Optimal Power Flow Problems,” in <i>ICML 2021 Workshop on Tackling Climate Change with Machine Learning</i>, 2021. </span>
1892
1893<div id="Ling2021c-materials">
1894  <ul class="nav nav-pills">
1895    
1896
1897 <li><a data-toggle="collapse" href="javascript:toggleDiv('Ling2021c-bibtex')">BibTeX</a></li>
1898    <div id="Ling2021c-bibtex" style="display:none;">
1899    <pre class="collapse">@inproceedings{Ling2021c,
1900  title = {An Iterative Approach to Finding Global Solutions of AC Optimal Power Flow Problems},
1901  author = {Zhang, L. and Zhang, B.},
1902  year = {2021},
1903  booktitle = {ICML 2021 Workshop on Tackling Climate Change with Machine Learning}
1904}
1905</pre>
1906    </div>
1907
1908    
1909
1910  </ul>
1911
1912
1913</div></li>
1914<li><span id="Tabas2021c">D. Tabas and B. Zhang, “A Set-Theoretic Approach to Safe Reinforcement Learning in Power Systems,” in <i>ICML 2021 Workshop on Tackling Climate Change with Machine Learning</i>, 2021. </span>
1915
1916<div id="Tabas2021c-materials">
1917  <ul class="nav nav-pills">
1918    
1919
1920 <li><a data-toggle="collapse" href="javascript:toggleDiv('Tabas2021c-bibtex')">BibTeX</a></li>
1921    <div id="Tabas2021c-bibtex" style="display:none;">
1922    <pre class="collapse">@inproceedings{Tabas2021c,
1923  title = {A Set-Theoretic Approach to Safe Reinforcement Learning in Power Systems},
1924  author = {Tabas, D. and Zhang, B.},
1925  year = {2021},
1926  booktitle = {ICML 2021 Workshop on Tackling Climate Change with Machine Learning}
1927}
1928</pre>
1929    </div>
1930
1931    
1932
1933  </ul>
1934
1935
1936</div></li>
1937<li><span id="CE21">N. Costilla-Enriquez, Y. Weng, and B. Zhang, “Combining Newton-Raphson and Stochastic Gradient Descent for Power Flow Analysis,” <i>IEEE Transactions on Power Systems</i>, vol. 36, no. 1, pp. 514–517, 2021. </span>
1938
1939<div id="CE21-materials">
1940  <ul class="nav nav-pills">
1941    
1942
1943 <li><a data-toggle="collapse" href="javascript:toggleDiv('CE21-bibtex')">BibTeX</a></li>
1944    <div id="CE21-bibtex" style="display:none;">
1945    <pre class="collapse">@article{CE21,
1946  author = {{Costilla-Enriquez}, N. and {Weng}, Y. and {Zhang}, B.},
1947  journal = {IEEE Transactions on Power Systems},
1948  title = {Combining Newton-Raphson and Stochastic Gradient Descent for Power Flow Analysis},
1949  year = {2021},
1950  volume = {36},
1951  number = {1},
1952  pages = {514-517},
1953  link = {https://ieeexplore.ieee.org/document/9216079}
1954}
1955</pre>
1956    </div>
1957
1958    
1959    <li><a href="https://ieeexplore.ieee.org/document/9216079">Download</a></li>
1960    
1961
1962  </ul>
1963
1964
1965</div></li>
1966<li><span id="Shi2020multi">Y. Shi and B. Zhang, “Multi-Agent Reinforcement Learning in Cournot Games,” in <i>2020 59th IEEE Conference on Decision and Control (CDC)</i>, 2020, pp. 3561–3566. </span>
1967
1968<div id="Shi2020multi-materials">
1969  <ul class="nav nav-pills">
1970    
1971
1972 <li><a data-toggle="collapse" href="javascript:toggleDiv('Shi2020multi-bibtex')">BibTeX</a></li>
1973    <div id="Shi2020multi-bibtex" style="display:none;">
1974    <pre class="collapse">@inproceedings{Shi2020multi,
1975  author = {Shi, Yuanyuan and Zhang, Baosen},
1976  booktitle = {2020 59th IEEE Conference on Decision and Control (CDC)},
1977  title = {Multi-Agent Reinforcement Learning in Cournot Games},
1978  year = {2020},
1979  pages = {3561-3566},
1980  link = {https://ieeexplore.ieee.org/document/9304089}
1981}
1982</pre>
1983    </div>
1984
1985    
1986    <li><a href="https://ieeexplore.ieee.org/document/9304089">Download</a></li>
1987    
1988
1989  </ul>
1990
1991
1992</div></li>
1993<li><span id="dowling2020">C. P. Dowling and B. Zhang, “ Transfer Learning for HVAC System Fault Detection,” in <i>American Control Conference (ACC)</i>, 2020. </span>
1994
1995<div id="dowling2020-materials">
1996  <ul class="nav nav-pills">
1997    
1998
1999 <li><a data-toggle="collapse" href="javascript:toggleDiv('dowling2020-bibtex')">BibTeX</a></li>
2000    <div id="dowling2020-bibtex" style="display:none;">
2001    <pre class="collapse">@inproceedings{dowling2020,
2002  title = { Transfer Learning for HVAC System Fault Detection},
2003  author = {Dowling, Chase P and Zhang, Baosen},
2004  booktitle = {American Control Conference (ACC)},
2005  year = {2020},
2006  link = {https://ieeexplore.ieee.org/document/9147772}
2007}
2008</pre>
2009    </div>
2010
2011    
2012    <li><a href="https://ieeexplore.ieee.org/document/9147772">Download</a></li>
2013    
2014
2015  </ul>
2016
2017
2018</div></li>
2019<li><span id="Weng18">Y. Weng, R. Rajagopal, and B. Zhang, “A Geometric Analysis of Power System Loadability Regions,” <i>IEEE Transactions on Smart Grid</i>, vol. 11, no. 4, pp. 3580–3592, 2020. </span>
2020
2021<div id="Weng18-materials">
2022  <ul class="nav nav-pills">
2023    
2024
2025 <li><a data-toggle="collapse" href="javascript:toggleDiv('Weng18-bibtex')">BibTeX</a></li>
2026    <div id="Weng18-bibtex" style="display:none;">
2027    <pre class="collapse">@article{Weng18,
2028  author = {Weng, Y. and Rajagopal, R. and Zhang, B.},
2029  journal = {IEEE Transactions on Smart Grid},
2030  title = {A Geometric Analysis of Power System Loadability Regions},
2031  year = {2020},
2032  volume = {11},
2033  number = {4},
2034  pages = {3580-3592},
2035  arxiv = {yes},
2036  link = {https://arxiv.org/abs/1706.07401}
2037}
2038</pre>
2039    </div>
2040
2041    
2042    <li><a href="https://arxiv.org/abs/1706.07401">Download</a></li>
2043    
2044
2045  </ul>
2046
2047
2048</div></li>
2049<li><span id="HeEtAl2017">Q. He, Y. Yang, and B. Zhang, “Smart Energy Storage Management via Information Systems Design,” <i>Energy Economics</i>, vol. 85, p. 104542, 2020. </span>
2050
2051<div id="HeEtAl2017-materials">
2052  <ul class="nav nav-pills">
2053    
2054
2055 <li><a data-toggle="collapse" href="javascript:toggleDiv('HeEtAl2017-bibtex')">BibTeX</a></li>
2056    <div id="HeEtAl2017-bibtex" style="display:none;">
2057    <pre class="collapse">@article{HeEtAl2017,
2058  author = {He, Q. and Yang, Y. and Zhang, Baosen},
2059  title = {Smart Energy Storage Management via Information Systems Design},
2060  journal = {Energy Economics},
2061  year = {2020},
2062  volume = {85},
2063  pages = {104542},
2064  link = {https://arxiv.org/abs/1702.07615},
2065  arxiv = {yes}
2066}
2067</pre>
2068    </div>
2069
2070    
2071    <li><a href="https://arxiv.org/abs/1702.07615">Download</a></li>
2072    
2073
2074  </ul>
2075
2076
2077</div></li>
2078<li><span id="Li19">P. Li, S. Sekar, and B. Zhang, “A Capacity-Price Game for Uncertain Renewables Resources,” <i>IEEE Transactions on Sustainable Computing</i>, 2020. </span>
2079
2080<div id="Li19-materials">
2081  <ul class="nav nav-pills">
2082    
2083
2084 <li><a data-toggle="collapse" href="javascript:toggleDiv('Li19-bibtex')">BibTeX</a></li>
2085    <div id="Li19-bibtex" style="display:none;">
2086    <pre class="collapse">@article{Li19,
2087  author = {Li, Pan and Sekar, S. and Zhang, B.},
2088  title = {A Capacity-Price Game for Uncertain Renewables Resources},
2089  year = {2020},
2090  journal = {IEEE Transactions on Sustainable Computing},
2091  link = {https://arxiv.org/abs/1804.06496}
2092}
2093</pre>
2094    </div>
2095
2096    
2097    <li><a href="https://arxiv.org/abs/1804.06496">Download</a></li>
2098    
2099
2100  </ul>
2101
2102
2103</div></li>
2104<li><span id="zhang2019scenario">
2104L. Zhang and B. Zhang, “Scenario Forecasting of Residential Load Profiles,” <i>IEEE Journal on Selected Areas in Communications, Special Issue on Communications and Data Analytics in Smart Grid</i>, vol. 38, no. 1, pp. 84–95, 2020. </span>
2105
2106<div id="zhang2019scenario-materials">
2107  <ul class="nav nav-pills">
2108    
2109
2110 <li><a data-toggle="collapse" href="javascript:toggleDiv('zhang2019scenario-bibtex')">BibTeX</a></li>
2111    <div id="zhang2019scenario-bibtex" style="display:none;">
2112    <pre class="collapse">@article{zhang2019scenario,
2113  title = {Scenario Forecasting of Residential Load Profiles},
2114  author = {Zhang, Ling and Zhang, Baosen},
2115  year = {2020},
2116  volume = {38},
2117  number = {1},
2118  pages = {84-95},
2119  link = {https://arxiv.org/abs/1906.07373},
2120  journal = {IEEE Journal on Selected Areas in Communications, Special Issue on Communications and Data Analytics in Smart Grid}
2121}
2122</pre>
2123    </div>
2124
2125    
2126    <li><a href="https://arxiv.org/abs/1906.07373">Download</a></li>
2127    
2128
2129  </ul>
2130
2131
2132</div></li>
2133<li><span id="8804208">Y. Cheng, N. Zhang, B. Zhang, C. Kang, W. Xi, and M. Feng, “Low-Carbon Operation of Multiple Energy Systems Based on Energy-Carbon Integrated Prices,” <i>IEEE Transactions on Smart Grid</i>, vol. 11, no. 2, pp. 1307–1318, 2020. </span>
2134
2135<div id="8804208-materials">
2136  <ul class="nav nav-pills">
2137    
2138
2139 <li><a data-toggle="collapse" href="javascript:toggleDiv('8804208-bibtex')">BibTeX</a></li>
2140    <div id="8804208-bibtex" style="display:none;">
2141    <pre class="collapse">@article{8804208,
2142  author = {Cheng, Y. and Zhang, N. and Zhang, B. and Kang, C. and Xi, W. and Feng, M.},
2143  journal = {IEEE Transactions on Smart Grid},
2144  title = {Low-Carbon Operation of Multiple Energy Systems Based on Energy-Carbon Integrated Prices},
2145  year = {2020},
2146  volume = {11},
2147  number = {2},
2148  pages = {1307-1318},
2149  link = {https://ieeexplore.ieee.org/document/8804208}
2150}
2151</pre>
2152    </div>
2153
2154    
2155    <li><a href="https://ieeexplore.ieee.org/document/8804208">Download</a></li>
2156    
2157
2158  </ul>
2159
2160
2161</div></li>
2162<li><span id="yang2019fast">Y. Yang, Z. Yang, J. Yu, and B. Zhang, “Fast Calculation of Probabilistic Power Flow: A Model-Based Deep Learning Approach,” <i>IEEE Transactions on Smart Grid</i>, vol. 11, no. 3, pp. 2235–2244, 2020. </span>
2163
2164<div id="yang2019fast-materials">
2165  <ul class="nav nav-pills">
2166    
2167
2168 <li><a data-toggle="collapse" href="javascript:toggleDiv('yang2019fast-bibtex')">BibTeX</a></li>
2169    <div id="yang2019fast-bibtex" style="display:none;">
2170    <pre class="collapse">@article{yang2019fast,
2171  author = {Yang, Yan and Yang, Zhifang and Yu, Juan and Zhang, Baosen},
2172  journal = {IEEE Transactions on Smart Grid},
2173  title = {Fast Calculation of Probabilistic Power Flow: A Model-Based Deep Learning Approach},
2174  year = {2020},
2175  volume = {11},
2176  number = {3},
2177  pages = {2235-2244},
2178  link = {https://arxiv.org/abs/1906.06017}
2179}
2180</pre>
2181    </div>
2182
2183    
2184    <li><a href="https://arxiv.org/abs/1906.06017">Download</a></li>
2185    
2186
2187  </ul>
2188
2189
2190</div></li>
2191<li><span id="SekarEtAl2017">S. Sekar, L. Zheng, L. J. Ratliff, and B. Zhang, “Uncertainty in Multicommodity Routing Networks: When Does It Help?,” <i>IEEE Transactions on Automatic Control</i>, vol. 65, no. 11, pp. 4600–4615, 2020. </span>
2192
2193<div id="SekarEtAl2017-materials">
2194  <ul class="nav nav-pills">
2195    
2196
2197 <li><a data-toggle="collapse" href="javascript:toggleDiv('SekarEtAl2017-bibtex')">BibTeX</a></li>
2198    <div id="SekarEtAl2017-bibtex" style="display:none;">
2199    <pre class="collapse">@article{SekarEtAl2017,
2200  author = {Sekar, Shreyas and Zheng, Liyuan and Ratliff, Lillian J. and Zhang, Baosen},
2201  journal = {IEEE Transactions on Automatic Control},
2202  title = {Uncertainty in Multicommodity Routing Networks: When Does It Help?},
2203  year = {2020},
2204  volume = {65},
2205  number = {11},
2206  pages = {4600-4615},
2207  link = {https://arxiv.org/abs/1709.08441}
2208}
2209</pre>
2210    </div>
2211
2212    
2213    <li><a href="https://arxiv.org/abs/1709.08441">Download</a></li>
2214    
2215
2216  </ul>
2217
2218
2219</div></li>
2220<li><span id="chen2020input">Y. Chen, Y. Shi, and B. Zhang, “Data-Driven Optimal Voltage Regulation Using Input Convex Neural Networks,” <i>Electric Power Systems Research</i>, vol. 189, 2020. </span>
2221
2222<div id="chen2020input-materials">
2223  <ul class="nav nav-pills">
2224    
2225
2226 <li><a data-toggle="collapse" href="javascript:toggleDiv('chen2020input-bibtex')">BibTeX</a></li>
2227    <div id="chen2020input-bibtex" style="display:none;">
2228    <pre class="collapse">@article{chen2020input,
2229  title = {Data-Driven Optimal Voltage Regulation Using Input Convex Neural Networks},
2230  journal = {Electric Power Systems Research},
2231  volume = {189},
2232  year = {2020},
2233  author = {Chen, Yize and Shi, Yuanyuan and Zhang, Baosen},
2234  link = {https://www.sciencedirect.com/science/article/abs/pii/S0378779620305447}
2235}
2236</pre>
2237    </div>
2238
2239    
2240    <li><a href="https://www.sciencedirect.com/science/article/abs/pii/S0378779620305447">Download</a></li>
2241    
2242
2243  </ul>
2244
2245
2246</div></li>
2247<li><span id="chen2020learning">Y. Chen and B. Zhang, “Learning to Solve Network Flow Problems via Neural Decoding,” <i>Electric Power Systems Research</i>, 2020. </span>
2248
2249<div id="chen2020learning-materials">
2250  <ul class="nav nav-pills">
2251    
2252
2253 <li><a data-toggle="collapse" href="javascript:toggleDiv('chen2020learning-bibtex')">BibTeX</a></li>
2254    <div id="chen2020learning-bibtex" style="display:none;">
2255    <pre class="collapse">@article{chen2020learning,
2256  title = {Learning to Solve Network Flow Problems via Neural Decoding},
2257  author = {Chen, Yize and Zhang, Baosen},
2258  year = {2020},
2259  journal = {Electric Power Systems Research},
2260  link = {https://arxiv.org/abs/2002.04091},
2261  keywords = {selected}
2262}
2263</pre>
2264    </div>
2265
2266    
2267    <li><a href="https://arxiv.org/abs/2002.04091">Download</a></li>
2268    
2269
2270  </ul>
2271
2272
2273</div></li>
2274<li><span id="CO18c">J. E. Contreras-Ocaña, Y. Chen, U. Siddiqi, and B. Zhang, “Non-Wire Alternatives: An Additional Value Stream for Distributed Energy Resources,” <i>IEEE Transactions on Sustainable Energy</i>, vol. 11, no. 3, pp. 1287–1299, 2020. </span>
2275
2276<div id="CO18c-materials">
2277  <ul class="nav nav-pills">
2278    
2279
2280 <li><a data-toggle="collapse" href="javascript:toggleDiv('CO18c-bibtex')">BibTeX</a></li>
2281    <div id="CO18c-bibtex" style="display:none;">
2282    <pre class="collapse">@article{CO18c,
2283  author = {Contreras-Ocaña, Jesus E. and Chen, Yize and Siddiqi, Uzma and Zhang, Baosen},
2284  journal = {IEEE Transactions on Sustainable Energy},
2285  title = {Non-Wire Alternatives: An Additional Value Stream for Distributed Energy Resources},
2286  year = {2020},
2287  volume = {11},
2288  number = {3},
2289  pages = {1287-1299}
2290}
2291</pre>
2292    </div>
2293
2294    
2295
2296  </ul>
2297
2298
2299</div></li>
2300<li><span id="Contreras-OcanaEtAl2017">J. E. Contreras-Ocaña, M. A. Ortega-Vazquez, and B. Zhang, “Participation of an Energy Storage Aggregator in Electricity Markets,” <i>IEEE Transactions on Smargrid</i>, vol. 10, no. 2, pp. 1171–1183, 2019. </span>
2301
2302<div id="Contreras-OcanaEtAl2017-materials">
2303  <ul class="nav nav-pills">
2304    
2305
2306 <li><a data-toggle="collapse" href="javascript:toggleDiv('Contreras-OcanaEtAl2017-bibtex')">BibTeX</a></li>
2307    <div id="Contreras-OcanaEtAl2017-bibtex" style="display:none;">
2308    <pre class="collapse">@article{Contreras-OcanaEtAl2017,
2309  author = {Contreras-Oca{\~n}a, Jesus E and Ortega-Vazquez, Miguel A and Zhang, Baosen},
2310  title = {Participation of an Energy Storage Aggregator in Electricity Markets},
2311  journal = {IEEE Transactions on Smargrid},
2312  year = {2019},
2313  volume = {10},
2314  number = {2},
2315  pages = {1171-1183},
2316  link = {http://arxiv.org/abs/1511.02201},
2317  blog = {2017-08-11}
2318}
2319</pre>
2320    </div>
2321
2322    
2323    <li><a href="http://arxiv.org/abs/1511.02201">Download</a></li>
2324    
2325
2326  </ul>
2327
2328
2329</div></li>
2330<li><span id="dowling2019mitigation">C. P. Dowling and B. Zhang, “Mitigation of Coincident Peak Charges via Approximate Dynamic Programming,” in <i>IEEE Conf. Decision and Control (CDC)</i>, 2019, pp. 4202–4207. </span>
2331
2332<div id="dowling2019mitigation-materials">
2333  <ul class="nav nav-pills">
2334    
2335
2336 <li><a data-toggle="collapse" href="javascript:toggleDiv('dowling2019mitigation-bibtex')">BibTeX</a></li>
2337    <div id="dowling2019mitigation-bibtex" style="display:none;">
2338    <pre class="collapse">@inproceedings{dowling2019mitigation,
2339  title = {Mitigation of Coincident Peak Charges via Approximate Dynamic Programming},
2340  author = {Dowling, Chase P and Zhang, Baosen},
2341  link = {https://arxiv.org/abs/1908.00685},
2342  booktitle = {IEEE Conf. Decision and Control (CDC)},
2343  year = {2019},
2344  pages = {4202-4207}
2345}
2346</pre>
2347    </div>
2348
2349    
2350    <li><a href="https://arxiv.org/abs/1908.00685">Download</a></li>
2351    
2352
2353  </ul>
2354
2355
2356</div></li>
2357<li><span id="Li19b">P. Li, B. Jin, R. Xiong, D. Wang, A. L. Sangiovanni-Vincentelli, and B. Zhang, “A tractable ellipsoidal approximation for voltage regulation problems,” in <i>American Control Conference (ACC)</i>, 2019, pp. 1301–1306. </span>
2358
2359<div id="Li19b-materials">
2360  <ul class="nav nav-pills">
2361    
2362
2363 <li><a data-toggle="collapse" href="javascript:toggleDiv('Li19b-bibtex')">BibTeX</a></li>
2364    <div id="Li19b-bibtex" style="display:none;">
2365    <pre class="collapse">@inproceedings{Li19b,
2366  author = {Li, Pan and Jin, Baihong and Xiong, Ruoxuan and Wang, Dai and Sangiovanni-Vincentelli, Alberto L. and Zhang, Baosen},
2367  title = {A tractable ellipsoidal approximation for voltage regulation problems},
2368  year = {2019},
2369  pages = {1301-1306},
2370  booktitle = {American Control Conference (ACC)},
2371  link = {https://ieeexplore.ieee.org/document/8814798}
2372}
2373</pre>
2374    </div>
2375
2376    
2377    <li><a href="https://ieeexplore.ieee.org/document/8814798">Download</a></li>
2378    
2379
2380  </ul>
2381
2382
2383</div></li>
2384<li><span id="Li18">P. Li, B. Jin, D. Wang, and B. Zhang, “Distribution System Voltage Control under Uncertainties using Tractable Chance Constraints,” <i>IEEE Transactions on Power Systems</i>, vol. 34, no. 6, pp. 5208–5216, 2019. </span>
2385
2386<div id="Li18-materials">
2387  <ul class="nav nav-pills">
2388    
2389
2390 <li><a data-toggle="collapse" href="javascript:toggleDiv('Li18-bibtex')">BibTeX</a></li>
2391    <div id="Li18-bibtex" style="display:none;">
2392    <pre class="collapse">@article{Li18,
2393  author = {Li, Pan and Jin, Baihong and Wang, Dai and Zhang, Baosen},
2394  title = {Distribution System Voltage Control under Uncertainties using Tractable Chance Constraints},
2395  journal = {IEEE Transactions on Power Systems},
2396  year = {2019},
2397  volume = {34},
2398  number = {6},
2399  pages = {5208-5216},
2400  link = {https://arxiv.org/abs/1704.08999}
2401}
2402</pre>
2403    </div>
2404
2405    
2406    <li><a href="https://arxiv.org/abs/1704.08999">Download</a></li>
2407    
2408
2409  </ul>
2410
2411
2412</div></li>
2413<li><span id="Tang19">C. Tang, J. Xu, Y. Tan, Y. Sun, and B. Zhang, “Lagrangian Relaxation with Incremental Proximal Method for Economic Dispatch with Large Numbers of Wind Power Scenarios,” <i>IEEE Transactions on Power Systems</i>, vol. 34, no. 4, pp. 2685–2695, 2019. </span>
2414
2415<div id="Tang19-materials">
2416  <ul class="nav nav-pills">
2417    
2418
2419 <li><a data-toggle="collapse" href="javascript:toggleDiv('Tang19-bibtex')">BibTeX</a></li>
2420    <div id="Tang19-bibtex" style="display:none;">
2421    <pre class="collapse">@article{Tang19,
2422  author = {Tang, C. and Xu, J. and Tan, Y. and Sun, Y. and Zhang, B.},
2423  year = {2019},
2424  volume = {34},
2425  number = {4},
2426  pages = {2685-2695},
2427  title = {Lagrangian Relaxation with Incremental Proximal Method for Economic Dispatch with Large Numbers of Wind Power Scenarios},
2428  journal = {IEEE Transactions on Power Systems},
2429  link = {https://ieeexplore.ieee.org/document/8603748}
2430}
2431</pre>
2432    </div>
2433
2434    
2435    <li><a href="https://ieeexplore.ieee.org/document/8603748">Download</a></li>
2436    
2437
2438  </ul>
2439
2440
2441</div></li>
2442<li><span id="Chen18convex">Y. Chen, Y. Shi, and B. Zhang, “Optimal Control Via Neural Networks: A Convex Approach,” in <i>International Conference on Learning Representations (ICLR)</i>, 2019. </span>
2443
2444<div id="Chen18convex-materials">
2445  <ul class="nav nav-pills">
2446    
2447
2448 <li><a data-toggle="collapse" href="javascript:toggleDiv('Chen18convex-bibtex')">BibTeX</a></li>
2449    <div id="Chen18convex-bibtex" style="display:none;">
2450    <pre class="collapse">@inproceedings{Chen18convex,
2451  author = {Chen, Y. and Shi, Y. and Zhang, B.},
2452  title = {Optimal Control Via Neural Networks: A Convex Approach},
2453  year = {2019},
2454  booktitle = {International Conference on Learning Representations (ICLR)},
2455  link = {https://arxiv.org/abs/1805.11835},
2456  keywords = {selected}
2457}
2458</pre>
2459    </div>
2460
2461    
2462    <li><a href="https://arxiv.org/abs/1805.11835">Download</a></li>
2463    
2464
2465  </ul>
2466
2467
2468</div></li>
2469<li><span id="Chen19">Y. Chen, Y. Tan, and B. Zhang, “Exploiting Vulnerabilities of Load Forecasting Through Adversarial Attacks,” in <i>Proceedings of the Tenth ACM International Conference on Future Energy Systems</i>, 2019, pp. 1–11. </span>
2470
2471<div id="Chen19-materials">
2472  <ul class="nav nav-pills">
2473    
2474
2475 <li><a data-toggle="collapse" href="javascript:toggleDiv('Chen19-bibtex')">BibTeX</a></li>
2476    <div id="Chen19-bibtex" style="display:none;">
2477    <pre class="collapse">@inproceedings{Chen19,
2478  author = {Chen, Yize and Tan, Yushi and Zhang, Baosen},
2479  title = {Exploiting Vulnerabilities of Load Forecasting Through Adversarial Attacks},
2480  booktitle = {Proceedings of the Tenth ACM International Conference on Future Energy Systems},
2481  year = {2019},
2482  location = {Phoenix, AZ, USA},
2483  pages = {1--11},
2484  numpages = {11},
2485  link = {https://dl.acm.org/doi/10.1145/3307772.3328314}
2486}
2487</pre>
2488    </div>
2489
2490    
2491    <li><a href="https://dl.acm.org/doi/10.1145/3307772.3328314">Download</a></li>
2492    
2493
2494  </ul>
2495
2496
2497</div></li>
2498<li><span id="ZhangEtAl2017b">B. Zhang, R. Johari, and R. Rajagopal, “Cournot Games with Uncertainty: Coalitions, Competition, and Efficiency,” <i>IEEE Transaction on Control of Networked Systems</i>, vol. 6, no. 2, pp. 884–896, 2019. </span>
2499
2500<div id="ZhangEtAl2017b-materials">
2501  <ul class="nav nav-pills">
2502    
2503
2504 <li><a data-toggle="collapse" href="javascript:toggleDiv('ZhangEtAl2017b-bibtex')">BibTeX</a></li>
2505    <div id="ZhangEtAl2017b-bibtex" style="display:none;">
2506    <pre class="collapse">@article{ZhangEtAl2017b,
2507  author = {Zhang, Baosen and Johari, Ramesh and Rajagopal, Ram},
2508  title = {Cournot Games with Uncertainty: Coalitions, Competition, and Efficiency},
2509  journal = {IEEE Transaction on Control of Networked Systems},
2510  year = {2019},
2511  volume = {6},
2512  number = {2},
2513  pages = {884-896},
2514  link = {http://arxiv.org/abs/1503.02479},
2515  arxiv = {yes}
2516}
2517</pre>
2518    </div>
2519
2520    
2521    <li><a href="http://arxiv.org/abs/1503.02479">Download</a></li>
2522    
2523
2524  </ul>
2525
2526
2527</div></li>
2528<li><span id="Li17">P. Li, H. Wang, and B. Zhang, “A Distributed Online Pricing Strategy for Demand Response Programs,” <i>IEEE Transactions on Smartgrid</i>, vol. 10, no. 1, pp. 350–360, 2019. </span>
2529
2530<div id="Li17-materials">
2531  <ul class="nav nav-pills">
2532    
2533
2534 <li><a data-toggle="collapse" href="javascript:toggleDiv('Li17-bibtex')">BibTeX</a></li>
2535    <div id="Li17-bibtex" style="display:none;">
2536    <pre class="collapse">@article{Li17,
2537  author = {Li, P. and Wang, H. and Zhang, B.},
2538  title = {A Distributed Online Pricing Strategy for Demand Response Programs},
2539  journal = {IEEE Transactions on Smartgrid},
2540  year = {2019},
2541  volume = {10},
2542  number = {1},
2543  pages = {350-360},
2544  link = {http://ieeexplore.ieee.org/document/8008826/},
2545  blog = {2017-08-11}
2546}
2547</pre>
2548    </div>
2549
2550    
2551    <li><a href="http://ieeexplore.ieee.org/document/8008826/">Download</a></li>
2552    
2553
2554  </ul>
2555
2556
2557</div></li>
2558<li><span id="Shi17c">Y. Shi, B. Xu, Y. Tan, and B. Zhang, “Optimal Battery Control Under Cycle Aging Mechanisms,” <i>IEEE Transactions on Automatic Control</i>, vol. 64, no. 6, pp. 2324–2339, 2019. </span>
2559
2560<div id="Shi17c-materials">
2561  <ul class="nav nav-pills">
2562    
2563
2564 <li><a data-toggle="collapse" href="javascript:toggleDiv('Shi17c-bibtex')">BibTeX</a></li>
2565    <div id="Shi17c-bibtex" style="display:none;">
2566    <pre class="collapse">@article{Shi17c,
2567  author = {Shi, Y. and Xu, B. and Tan, Y. and Zhang, B.},
2568  title = {Optimal Battery Control Under Cycle Aging Mechanisms},
2569  journal = {IEEE Transactions on Automatic Control},
2570  year = {2019},
2571  volume = {64},
2572  number = {6},
2573  pages = {2324-2339},
2574  link = {https://arxiv.org/abs/1709.05715},
2575  blog = {2017-09-15}
2576}
2577</pre>
2578    </div>
2579
2580    
2581    <li><a href="https://arxiv.org/abs/1709.05715">Download</a></li>
2582    
2583
2584  </ul>
2585
2586
2587</div></li>
2588<li><span id="Jaech18">
2588A. Jaech, B. Zhang, M. Ostendorf, and D. S. Kirschen, “Real-Time Prediction of the Duration of Distribution System Outages,” <i>IEEE Transactions on Power Systems</i>, vol. 34, no. 1, pp. 773–781, 2019. </span>
2589
2590<div id="Jaech18-materials">
2591  <ul class="nav nav-pills">
2592    
2593
2594 <li><a data-toggle="collapse" href="javascript:toggleDiv('Jaech18-bibtex')">BibTeX</a></li>
2595    <div id="Jaech18-bibtex" style="display:none;">
2596    <pre class="collapse">@article{Jaech18,
2597  title = {Real-Time Prediction of the Duration of Distribution System Outages},
2598  author = {Jaech, Aaron and Zhang, Baosen and Ostendorf, Mari and Kirschen, Daniel S},
2599  journal = {IEEE Transactions on Power Systems},
2600  link = {https://arxiv.org/abs/1804.01189},
2601  year = {2019},
2602  volume = {34},
2603  number = {1},
2604  pages = {773-781}
2605}
2606</pre>
2607    </div>
2608
2609    
2610    <li><a href="https://arxiv.org/abs/1804.01189">Download</a></li>
2611    
2612
2613  </ul>
2614
2615
2616</div></li>
2617<li><span id="Xu18">B. Xu, Y. Shi, D. S. Kirschen, and B. Zhang, “Optimal Battery Participation in Frequency Regulation Markets,” <i>IEEE Transactions on Power Systems</i>, vol. 33, no. 6, pp. 6715–6725, 2018. </span>
2618
2619<div id="Xu18-materials">
2620  <ul class="nav nav-pills">
2621    
2622
2623 <li><a data-toggle="collapse" href="javascript:toggleDiv('Xu18-bibtex')">BibTeX</a></li>
2624    <div id="Xu18-bibtex" style="display:none;">
2625    <pre class="collapse">@article{Xu18,
2626  author = {Xu, B. and Shi, Y. and Kirschen, D. S. and Zhang, B.},
2627  journal = {IEEE Transactions on Power Systems},
2628  title = {Optimal Battery Participation in Frequency Regulation Markets},
2629  year = {2018},
2630  volume = {33},
2631  number = {6},
2632  pages = {6715-6725},
2633  link = {https://arxiv.org/abs/1710.10514}
2634}
2635</pre>
2636    </div>
2637
2638    
2639    <li><a href="https://arxiv.org/abs/1710.10514">Download</a></li>
2640    
2641
2642  </ul>
2643
2644
2645</div></li>
2646<li><span id="CO18">J. E. Contreras-Ocana, U. Siddiqi, and B. Zhang, “Non-Wire Alternatives to Capacity Expansion,” in <i>Power and Energy Society General Meeting</i>, 2018. </span>
2647
2648<div id="CO18-materials">
2649  <ul class="nav nav-pills">
2650    
2651
2652 <li><a data-toggle="collapse" href="javascript:toggleDiv('CO18-bibtex')">BibTeX</a></li>
2653    <div id="CO18-bibtex" style="display:none;">
2654    <pre class="collapse">@inproceedings{CO18,
2655  title = {Non-Wire Alternatives to Capacity Expansion},
2656  author = {Contreras-Ocana, Jesus E. and Siddiqi, Uzma and Zhang, Baosen},
2657  year = {2018},
2658  booktitle = {Power and Energy Society General Meeting},
2659  keywords = {selected},
2660  link = {https://arxiv.org/abs/1711.01349}
2661}
2662</pre>
2663    </div>
2664
2665    
2666    <li><a href="https://arxiv.org/abs/1711.01349">Download</a></li>
2667    
2668
2669  </ul>
2670
2671
2672</div></li>
2673<li><span id="Chen18">Y. Chen, P. Li, and B. Zhang, “Bayesian Renewables Scenario Generation via Deep Generative Networks,” in <i>Conference on Information Sciences and Systems (CISS)</i>, 2018. </span>
2674
2675<div id="Chen18-materials">
2676  <ul class="nav nav-pills">
2677    
2678
2679 <li><a data-toggle="collapse" href="javascript:toggleDiv('Chen18-bibtex')">BibTeX</a></li>
2680    <div id="Chen18-bibtex" style="display:none;">
2681    <pre class="collapse">@inproceedings{Chen18,
2682  author = {Chen, Y. and Li, P. and Zhang, B.},
2683  title = {Bayesian Renewables Scenario Generation via Deep Generative Networks},
2684  year = {2018},
2685  booktitle = {Conference on Information Sciences and Systems (CISS)},
2686  link = {https://arxiv.org/pdf/1802.00868}
2687}
2688</pre>
2689    </div>
2690
2691    
2692    <li><a href="https://arxiv.org/pdf/1802.00868">Download</a></li>
2693    
2694
2695  </ul>
2696
2697
2698</div></li>
2699<li><span id="Wang18">Z. Wang, D. Kirschen, and B. Zhang, “Accurate Semidefinite Programming Models for Optimal Power Flow in Distribution Systems,” 2018. </span>
2700
2701<div id="Wang18-materials">
2702  <ul class="nav nav-pills">
2703    
2704
2705 <li><a data-toggle="collapse" href="javascript:toggleDiv('Wang18-bibtex')">BibTeX</a></li>
2706    <div id="Wang18-bibtex" style="display:none;">
2707    <pre class="collapse">@article{Wang18,
2708  author = {Wang, Z. and Kirschen, D. and Zhang, B.},
2709  link = {https://arxiv.org/abs/1711.07853},
2710  title = {Accurate Semidefinite Programming Models for Optimal Power Flow in Distribution Systems},
2711  year = {2018}
2712}
2713</pre>
2714    </div>
2715
2716    
2717    <li><a href="https://arxiv.org/abs/1711.07853">Download</a></li>
2718    
2719
2720  </ul>
2721
2722
2723</div></li>
2724<li><span id="WangH2018">H. Wang and B. Zhang, “Energy Storage Arbitrage in Real-Time Markets Via Reinforcement Learning,” in <i>Power and Energy Society General Meeting</i>, 2018. </span>
2725
2726<div id="WangH2018-materials">
2727  <ul class="nav nav-pills">
2728    
2729
2730 <li><a data-toggle="collapse" href="javascript:toggleDiv('WangH2018-bibtex')">BibTeX</a></li>
2731    <div id="WangH2018-bibtex" style="display:none;">
2732    <pre class="collapse">@inproceedings{WangH2018,
2733  title = {Energy Storage Arbitrage in Real-Time Markets Via Reinforcement Learning},
2734  author = {Wang, Hao and Zhang, Baosen},
2735  booktitle = {Power and Energy Society General Meeting},
2736  link = {https://arxiv.org/abs/1711.03127},
2737  year = {2018}
2738}
2739</pre>
2740    </div>
2741
2742    
2743    <li><a href="https://arxiv.org/abs/1711.03127">Download</a></li>
2744    
2745
2746  </ul>
2747
2748
2749</div></li>
2750<li><span id="Chen18b">Y. Chen, X. Wang, and B. Zhang, “An Unsupervised Deep Learning Approach for Scenario Forec
2750asts,” in <i>Power Systems Computation Conference (PSCC)</i>, 2018, pp. 1–7. </span>
2751
2752<div id="Chen18b-materials">
2753  <ul class="nav nav-pills">
2754    
2755
2756 <li><a data-toggle="collapse" href="javascript:toggleDiv('Chen18b-bibtex')">BibTeX</a></li>
2757    <div id="Chen18b-bibtex" style="display:none;">
2758    <pre class="collapse">@inproceedings{Chen18b,
2759  title = {An Unsupervised Deep Learning Approach for Scenario Forecasts},
2760  author = {Chen, Yize and Wang, Xiyu and Zhang, Baosen},
2761  link = {https://arxiv.org/abs/arXiv:1711.02247},
2762  year = {2018},
2763  booktitle = {Power Systems Computation Conference (PSCC)},
2764  pages = {1-7},
2765  keywords = {selected}
2766}
2767</pre>
2768    </div>
2769
2770    
2771    <li><a href="https://arxiv.org/abs/arXiv:1711.02247">Download</a></li>
2772    
2773
2774  </ul>
2775
2776
2777</div></li>
2778<li><span id="WengY18">Y. Weng, A. Kumar, M. Saleem, and B. Zhang, “Big Data and Deep Learning Platform for Terabyte-Scale Renewable Datasets,” in <i>Power Systems Computation Conference (PSCC)</i>, 2018. </span>
2779
2780<div id="WengY18-materials">
2781  <ul class="nav nav-pills">
2782    
2783
2784 <li><a data-toggle="collapse" href="javascript:toggleDiv('WengY18-bibtex')">BibTeX</a></li>
2785    <div id="WengY18-bibtex" style="display:none;">
2786    <pre class="collapse">@inproceedings{WengY18,
2787  title = {Big Data and Deep Learning Platform for Terabyte-Scale Renewable Datasets},
2788  author = {Weng, Y. and Kumar, A. and Saleem, M. and Zhang, B.},
2789  year = {2018},
2790  booktitle = {Power Systems Computation Conference (PSCC)},
2791  link = {https://ieeexplore.ieee.org/document/8442536}
2792}
2793</pre>
2794    </div>
2795
2796    
2797    <li><a href="https://ieeexplore.ieee.org/document/8442536">Download</a></li>
2798    
2799
2800  </ul>
2801
2802
2803</div></li>
2804<li><span id="LiEtAl2018">P. Li, S. Sekar, and B. Zhang, “A Capacity-Price Game for Uncertain Renewables Resources,” in <i>Proceedings of ACM E-Energy</i>, 2018. </span>
2805
2806<div id="LiEtAl2018-materials">
2807  <ul class="nav nav-pills">
2808    
2809
2810 <li><a data-toggle="collapse" href="javascript:toggleDiv('LiEtAl2018-bibtex')">BibTeX</a></li>
2811    <div id="LiEtAl2018-bibtex" style="display:none;">
2812    <pre class="collapse">@inproceedings{LiEtAl2018,
2813  author = {Li, P. and Sekar, S. and Zhang, B.},
2814  title = {A Capacity-Price Game for Uncertain Renewables Resources},
2815  booktitle = {Proceedings of ACM E-Energy},
2816  year = {2018},
2817  link = {https://ieeexplore.ieee.org/document/8861074}
2818}
2819</pre>
2820    </div>
2821
2822    
2823    <li><a href="https://ieeexplore.ieee.org/document/8861074">Download</a></li>
2824    
2825
2826  </ul>
2827
2828
2829</div></li>
2830<li><span id="Tinu18">A. Ademola-Idowu and B. Zhang, “Optimal Design of Virtual Inertia and Damping Coefficients for Virtual Synchronous Machines,” in <i>Power and Energy Society General Meeting</i>, 2018. </span>
2831
2832<div id="Tinu18-materials">
2833  <ul class="nav nav-pills">
2834    
2835
2836 <li><a data-toggle="collapse" href="javascript:toggleDiv('Tinu18-bibtex')">BibTeX</a></li>
2837    <div id="Tinu18-bibtex" style="display:none;">
2838    <pre class="collapse">@inproceedings{Tinu18,
2839  author = {Ademola-Idowu, A. and Zhang, B.},
2840  title = {Optimal Design of Virtual Inertia and Damping Coefficients for Virtual Synchronous Machines},
2841  booktitle = {Power and Energy Society General Meeting},
2842  year = {2018},
2843  link = {https://arxiv.org/abs/1806.08488}
2844}
2845</pre>
2846    </div>
2847
2848    
2849    <li><a href="https://arxiv.org/abs/1806.08488">Download</a></li>
2850    
2851
2852  </ul>
2853
2854
2855</div></li>
2856<li><span id="Shi17">Y. Shi, B. Xu, D. Wang, and B. Zhang, “Using Battery Storage for Peak Shaving and Frequency Regulation: Joint Optimization for Superlinear Gains,” <i>IEEE Transaction on Power Systems</i>, vol. 33, no. 3, pp. 2882–2894, 2018. </span>
2857
2858<div id="Shi17-materials">
2859  <ul class="nav nav-pills">
2860    
2861
2862 <li><a data-toggle="collapse" href="javascript:toggleDiv('Shi17-bibtex')">BibTeX</a></li>
2863    <div id="Shi17-bibtex" style="display:none;">
2864    <pre class="collapse">@article{Shi17,
2865  author = {Shi, Y. and Xu, B. and Wang, D. and Zhang, B.},
2866  title = {Using Battery Storage for Peak Shaving and Frequency Regulation: Joint Optimization for Superlinear Gains},
2867  journal = {IEEE Transaction on Power Systems},
2868  year = {2018},
2869  volume = {33},
2870  number = {3},
2871  pages = {2882-2894},
2872  link = {http://ieeexplore.ieee.org/document/8027056/},
2873  blog = {2017-08-30},
2874  keywords = {selected}
2875}
2876</pre>
2877    </div>
2878
2879    
2880    <li><a href="http://ieeexplore.ieee.org/document/8027056/">Download</a></li>
2881    
2882
2883  </ul>
2884
2885
2886</div></li>
2887<li><span id="Pamula18">V. R. Pamula, X. Sun, S. Kim, F. Rahman, B. Zhang, and V. Sathe, “An All‐Digital True‐Random‐Number Generator with Integrated De‐correlation and Bias‐Correction at 3.2‐to‐86 Mb/s,
28882.58 pJ/bit in 65 nm CMOS,” in <i>Symposia on VLSI Technology and Circuits</i>, 2018. </span>
2889
2890<div id="Pamula18-materials">
2891  <ul class="nav nav-pills">
2892    
2893
2894 <li><a data-toggle="collapse" href="javascript:toggleDiv('Pamula18-bibtex')">BibTeX</a></li>
2895    <div id="Pamula18-bibtex" style="display:none;">
2896    <pre class="collapse">@inproceedings{Pamula18,
2897  title = {{An All‐Digital True‐Random‐Number Generator with Integrated De‐correlation and Bias‐Correction at 3.2‐to‐86 Mb/s,
2898  2.58 pJ/bit in 65 nm CMOS}},
2899  author = {Pamula, V. Rajesh and Sun, Xun and Kim, Sung and Rahman, F. and Zhang, Baosen and Sathe, Visvesh},
2900  year = {2018},
2901  booktitle = {Symposia on {VLSI} Technology and Circuits},
2902  link = {https://ieeexplore.ieee.org/abstract/document/8502375}
2903}
2904</pre>
2905    </div>
2906
2907    
2908    <li><a href="https://ieeexplore.ieee.org/abstract/document/8502375">Download</a></li>
2909    
2910
2911  </ul>
2912
2913
2914</div></li>
2915<li><span id="Shi17b">
2915Y. Shi, B. Xu, Y. Tan, and B. Zhang, “A Convex Cycle-based Degradation Model for Battery Energy Storage Planning and Operation,” in <i>Proceedings of American Control Conference</i>, 2018. </span>
2916
2917<div id="Shi17b-materials">
2918  <ul class="nav nav-pills">
2919    
2920
2921 <li><a data-toggle="collapse" href="javascript:toggleDiv('Shi17b-bibtex')">BibTeX</a></li>
2922    <div id="Shi17b-bibtex" style="display:none;">
2923    <pre class="collapse">@inproceedings{Shi17b,
2924  author = {Shi, Y. and Xu, B. and Tan, Y. and Zhang, B.},
2925  title = {A Convex Cycle-based Degradation Model for Battery Energy Storage Planning and Operation},
2926  booktitle = {Proceedings of American Control Conference},
2927  year = {2018},
2928  link = {https://arxiv.org/abs/1709.05715}
2929}
2930</pre>
2931    </div>
2932
2933    
2934    <li><a href="https://arxiv.org/abs/1709.05715">Download</a></li>
2935    
2936
2937  </ul>
2938
2939
2940</div></li>
2941<li><span id="mazzi2017online">N. Mazzi, B. Zhang, and D. S. Kirschen, “An Online Optimization Algorithm for Alleviating Contingencies in Transmission Networks,” <i>IEEE Transactions on Power Systems</i>, vol. 33, no. 5, pp. 5572–5582, 2018. </span>
2942
2943<div id="mazzi2017online-materials">
2944  <ul class="nav nav-pills">
2945    
2946
2947 <li><a data-toggle="collapse" href="javascript:toggleDiv('mazzi2017online-bibtex')">BibTeX</a></li>
2948    <div id="mazzi2017online-bibtex" style="display:none;">
2949    <pre class="collapse">@article{mazzi2017online,
2950  author = {Mazzi, N. and Zhang, B. and Kirschen, D. S.},
2951  journal = {IEEE Transactions on Power Systems},
2952  title = {An Online Optimization Algorithm for Alleviating Contingencies in Transmission Networks},
2953  year = {2018},
2954  volume = {33},
2955  number = {5},
2956  pages = {5572-5582},
2957  link = {https://arxiv.org/abs/1709.03965}
2958}
2959</pre>
2960    </div>
2961
2962    
2963    <li><a href="https://arxiv.org/abs/1709.03965">Download</a></li>
2964    
2965
2966  </ul>
2967
2968
2969</div></li>
2970<li><span id="Pamula19">R. Pamula, X. Sun, S. Kim, F. ur Rahman, B. Zhang, and V. S. Sathe, “A 65nm CMOS 3.2-to-86 Mbps 2.58 pJ/b Highly Digital True Random-Number Generator with Integrated De-correlation and Bias Correction,” <i>IEEE Solid-State Circuits Letters</i>, vol. 1, no. 12, pp. 237–240, 2018. </span>
2971
2972<div id="Pamula19-materials">
2973  <ul class="nav nav-pills">
2974    
2975
2976 <li><a data-toggle="collapse" href="javascript:toggleDiv('Pamula19-bibtex')">BibTeX</a></li>
2977    <div id="Pamula19-bibtex" style="display:none;">
2978    <pre class="collapse">@article{Pamula19,
2979  title = {A 65nm CMOS 3.2-to-86 Mbps 2.58 pJ/b Highly Digital True Random-Number Generator with Integrated De-correlation and Bias Correction},
2980  author = {Pamula, Rajesh and Sun, Xun and Kim, Sung and ur Rahman, Fahim and Zhang, Baosen and Sathe, Visvesh S.},
2981  journal = {IEEE Solid-State Circuits Letters},
2982  year = {2018},
2983  volume = {1},
2984  number = {12},
2985  pages = {237-240},
2986  link = {https://ieeexplore.ieee.org/abstract/document/8630642}
2987}
2988</pre>
2989    </div>
2990
2991    
2992    <li><a href="https://ieeexplore.ieee.org/abstract/document/8630642">Download</a></li>
2993    
2994
2995  </ul>
2996
2997
2998</div></li>
2999<li><span id="Fiez18">T. Fiez, L. J. Ratliff, C. Dowling, and B. Zhang, “Data Driven Spatio-Temporal Modeling of Parking Demand,” in <i>Proceedings of American Control Conference</i>, 2018. </span>
3000
3001<div id="Fiez18-materials">
3002  <ul class="nav nav-pills">
3003    
3004
3005 <li><a data-toggle="collapse" href="javascript:toggleDiv('Fiez18-bibtex')">BibTeX</a></li>
3006    <div id="Fiez18-bibtex" style="display:none;">
3007    <pre class="collapse">@inproceedings{Fiez18,
3008  title = {Data Driven Spatio-Temporal Modeling of Parking Demand},
3009  author = {Fiez, T. and Ratliff, L. J. and Dowling, C. and Zhang, B.},
3010  year = {2018},
3011  booktitle = {Proceedings of American Control Conference},
3012  link = {https://ieeexplore.ieee.org/document/8431681}
3013}
3014</pre>
3015    </div>
3016
3017    
3018    <li><a href="https://ieeexplore.ieee.org/document/8431681">Download</a></li>
3019    
3020
3021  </ul>
3022
3023
3024</div></li>
3025<li><span id="CO18b">J. E. Contreras-Ocana, M. A. Ortega-Vazquez, D. Kirschen, and B. Zhang, “Tractable and Robust Modeling of Building Flexibility Using Coarse Data,” <i>IEEE Transactions on Power Systems</i>, vol. 33, no. 5, pp. 5456–5468, 2018. </span>
3026
3027<div id="CO18b-materials">
3028  <ul class="nav nav-pills">
3029    
3030
3031 <li><a data-toggle="collapse" href="javascript:toggleDiv('CO18b-bibtex')">BibTeX</a></li>
3032    <div id="CO18b-bibtex" style="display:none;">
3033    <pre class="collapse">@article{CO18b,
3034  author = {Contreras-Ocana, J. E. and Ortega-Vazquez, M. A. and Kirschen, D. and Zhang, B.},
3035  journal = {IEEE Transactions on Power Systems},
3036  title = {Tractable and Robust Modeling of Building Flexibility Using Coarse Data},
3037  year = {2018},
3038  volume = {33},
3039  number = {5},
3040  pages = {5456-5468},
3041  link = {https://arxiv.org/abs/1802.06165}
3042}
3043</pre>
3044    </div>
3045
3046    
3047    <li><a href="https://arxiv.org/abs/1802.06165">Download</a></li>
3048    
3049
3050  </ul>
3051
3052
3053</div></li>
3054<li><span id="Dowling19">C. P. Dowling, L. J. Ratliff, and B. Zhang, “Modeling Curbside Parking as a Network of Finite Capacity Queues,” <i>IEEE Transactions on Intelligent Transportation Systems</i>, vol. 21, no. 3, pp. 1011–1022, 2018. </span>
3055
3056<div id="Dowling19-materials">
3057  <ul class="nav nav-pills">
3058    
3059
3060 <li><a data-toggle="collapse" href="javascript:toggleDiv('Dowling19-bibtex')">BibTeX</a></li>
3061    <div id="Dowling19-bibtex" style="display:none;">
3062    <pre class="collapse">@article{Dowling19,
3063  author = {Dowling, C. P. and Ratliff, L. J. and Zhang, B.},
3064  journal = {IEEE Transactions on Intelligent Transportation Systems},
3065  title = {Modeling Curbside Parking as a Network of Finite Capacity Queues},
3066  year = {2018},
3067  volume = {21},
3068  number = {3},
3069  pages = {1011-1022}
3070}
3071</pre>
3072    </div>
3073
3074    
3075
3076  </ul>
3077
3078
3079</div></li>
3080<li><span id="Tang17">C. Tang, Y. Wang, J. Xu, Y. Sun, and B. Zhang, “Efficient Scenario Generation of Multiple Renewable Power Plants Considering Spatial and Temporal Correlations,” <i>Applied Energy</i>, vol. 221, pp. 348–357, 2018. </span>
3081
3082<div id="Tang17-materials">
3083  <ul class="nav nav-pills">
3084    
3085
3086 <li><a data-toggle="collapse" href="javascript:toggleDiv('Tang17-bibtex')">BibTeX</a></li>
3087    <div id="Tang17-bibtex" style="display:none;">
3088    <pre class="collapse">@article{Tang17,
3089  author = {Tang, C and Wang, Y and Xu, J and Sun, Y and Zhang, B},
3090  title = {Efficient Scenario Generation of Multiple Renewable Power Plants Considering Spatial and Temporal Correlations},
3091  journal = {Applied Energy},
3092  year = {2018},
3093  volume = {221},
3094  pages = {348-357},
3095  link = {https://arxiv.org/abs/1707.00237},
3096  arxiv = {yes}
3097}
3098</pre>
3099    </div>
3100
3101    
3102    <li><a href="https://arxiv.org/abs/1707.00237">Download</a></li>
3103    
3104
3105  </ul>
3106
3107
3108</div></li>
3109<li><span id="Chen17">Y. Chen, Y. Wang, D. Kirschen, and B. Zhang, “Model-Free Renewables Scenario Generation Using Generative Adversarial Networks,” <i>IEEE Transaction on Power Systems</i>, vol. 33, no. 3, pp. 3265–3275, 2018. </span>
3110
3111<div id="Chen17-materials">
3112  <ul class="nav nav-pills">
3113    
3114
3115 <li><a data-toggle="collapse" href="javascript:toggleDiv('Chen17-bibtex')">BibTeX</a></li>
3116    <div id="Chen17-bibtex" style="display:none;">
3117    <pre class="collapse">@article{Chen17,
3118  author = {Chen, Y. and Wang, Y. and Kirschen, D. and Zhang, B.},
3119  year = {2018},
3120  title = {Model-Free Renewables Scenario Generation Using Generative Adversarial Networks},
3121  journal = {IEEE Transaction on Power Systems},
3122  volume = {33},
3123  number = {3},
3124  pages = {3265-3275},
3125  link = {https://arxiv.org/abs/1707.09676},
3126  blog = {2017-09-01}
3127}
3128</pre>
3129    </div>
3130
3131    
3132    <li><a href="https://arxiv.org/abs/1707.09676">Download</a></li>
3133    
3134
3135  </ul>
3136
3137
3138</div></li>
3139<li><span id="Xu17">B. Xu, Y. Shi, D. Kirschen, and B. Zhang, “Optimal Regulation Response of Batteries Under Cycle Aging Mechanisms,” in <i>IEEE Conference on Decision and Control</i>, 2017. </span>
3140
3141<div id="Xu17-materials">
3142  <ul class="nav nav-pills">
3143    
3144
3145 <li><a data-toggle="collapse" href="javascript:toggleDiv('Xu17-bibtex')">BibTeX</a></li>
3146    <div id="Xu17-bibtex" style="display:none;">
3147    <pre class="collapse">@inproceedings{Xu17,
3148  author = {Xu, B. and Shi, Y. and Kirschen, D. and Zhang, B.},
3149  title = {Optimal Regulation Response of Batteries Under Cycle Aging Mechanisms},
3150  booktitle = {IEEE Conference on Decision and Control},
3151  year = {2017},
3152  link = {https://arxiv.org/abs/1709.05715}
3153}
3154</pre>
3155    </div>
3156
3157    
3158    <li><a href="https://arxiv.org/abs/1709.05715">Download</a></li>
3159    
3160
3161  </ul>
3162
3163
3164</div></li>
3165<li><span id="RiquelmeEtAl2017">C. Riquelme, R. Johari, and B. Zhang, “Online Active Learning Via Thresholding,” in <i>Proceedings of AAAI Conference on Artificial Intelligence,</i> 2017. </span>
3166
3167<div id="RiquelmeEtAl2017-materials">
3168  <ul class="nav nav-pills">
3169    
3170
3171 <li><a data-toggle="collapse" href="javascript:toggleDiv('RiquelmeEtAl2017-bibtex')">BibTeX</a></li>
3172    <div id="RiquelmeEtAl2017-bibtex" style="display:none;">
3173    <pre class="collapse">@inproceedings{RiquelmeEtAl2017,
3174  author = {Riquelme, Carlos and Johari, R. and Zhang, B.},
3175  title = {Online Active Learning Via Thresholding},
3176  booktitle = {Proceedings of AAAI Conference on Artificial Intelligence,},
3177  year = {2017},
3178  link = {https://arxiv.org/abs/1602.02845}
3179}
3180</pre>
3181    </div>
3182
3183    
3184    <li><a href="https://arxiv.org/abs/1602.02845">Download</a></li>
3185    
3186
3187  </ul>
3188
3189
3190</div></li>
3191<li><span id="LiEtAl2017">P. Li, B. Zhang, Y. Weng, and R. Rajagopal, “A Sparse Linear Model and Significance Test for Individual Consumption Prediction,” <i>IEEE Transactions on Power Systems</i>, vol. 32, no. 6, pp. 4489–4500, 2017. </span>
3192
3193<div id="LiEtAl2017-materials">
3194  <ul class="nav nav-pills">
3195    
3196
3197 <li><a data-toggle="collapse" href="javascript:toggleDiv('LiEtAl2017-bibtex')">BibTeX</a></li>
3198    <div id="LiEtAl2017-bibtex" style="display:none;">
3199    <pre class="collapse">@article{LiEtAl2017,
3200  author = {Li, P. and Zhang, B. and Weng, Y. and Rajagopal, R.},
3201  title = {A Sparse Linear Model and Significance Test for Individual Consumption Prediction},
3202  journal = {IEEE Transactions on Power Systems},
3203  year = {2017},
3204  volume = {32},
3205  number = {6},
3206  pages = {4489--4500},
3207  link = {http://ieeexplore.ieee.org/document/7873345/}
3208}
3209</pre>
3210    </div>
3211
3212    
3213    <li><a href="http://ieeexplore.ieee.org/document/7873345/">Download</a></li>
3214    
3215
3216  </ul>
3217
3218
3219</div></li>
3220<li><span id="dowling2017much">C. Dowling, T. Fiez, L. Ratliff, and B. Zhang, “How much urban traffic is searching for parking,” <i>arXiv preprint arXiv:1702.06156</i>, 2017. </span>
3221
3222<div id="dowling2017much-materials">
3223  <ul class="nav nav-pills">
3224    
3225
3226 <li><a data-toggle="collapse" href="javascript:toggleDiv('dowling2017much-bibtex')">BibTeX</a></li>
3227    <div id="dowling2017much-bibtex" style="display:none;">
3228    <pre class="collapse">@article{dowling2017much,
3229  title = {How much urban traffic is searching for parking},
3230  author = {Dowling, Chase and Fiez, Tanner and Ratliff, Lillian and Zhang, Baosen},
3231  journal = {arXiv preprint arXiv:1702.06156},
3232  year = {2017}
3233}
3234</pre>
3235    </div>
3236
3237    
3238
3239  </ul>
3240
3241
3242</div></li>
3243<li><span id="Dowling17b">C. Dowling, T. Fiez, L. Ratliff, and B. Zhang, “Optimizing Curbside Parking Resources Subject to Congestion Constraints,” in <i>IEEE Conference on Decision and Control</i>, 2017. </span>
3244
3245<div id="Dowling17b-materials">
3246  <ul class="nav nav-pills">
3247    
3248
3249 <li><a data-toggle="collapse" href="javascript:toggleDiv('Dowling17b-bibtex')">BibTeX</a></li>
3250    <div id="Dowling17b-bibtex" style="display:none;">
3251    <pre class="collapse">@inproceedings{Dowling17b,
3252  author = {Dowling, Chase and Fiez, Tanner and Ratliff, Lillian and Zhang, Baosen},
3253  title = {Optimizing Curbside Parking Resources Subject to Congestion Constraints},
3254  booktitle = {IEEE Conference on Decision and Control},
3255  year = {2017},
3256  link = {https://arxiv.org/abs/1703.07802}
3257}
3258</pre>
3259    </div>
3260
3261    
3262    <li><a href="https://arxiv.org/abs/1703.07802">Download</a></li>
3263    
3264
3265  </ul>
3266
3267
3268</div></li>
3269<li><span id="LiEtAl2017b">P. Li and B. Zhang, “Distribution System Voltage Control under Uncertainties,” in <i>Asilomar Conference</i>, 2017. </span>
3270
3271<div id="LiEtAl2017b-materials">
3272  <ul class="nav nav-pills">
3273    
3274
3275 <li><a data-toggle="collapse" href="javascript:toggleDiv('LiEtAl2017b-bibtex')">BibTeX</a></li>
3276    <div id="LiEtAl2017b-bibtex" style="display:none;">
3277    <pre class="collapse">@inproceedings{LiEtAl2017b,
3278  author = {Li, P. and Zhang, B.},
3279  title = {Distribution System Voltage Control under Uncertainties},
3280  booktitle = {Asilomar Conference},
3281  year = {2017},
3282  link = {https://arxiv.org/abs/1704.08999}
3283}
3284</pre>
3285    </div>
3286
3287    
3288    <li><a href="https://arxiv.org/abs/1704.08999">Download</a></li>
3289    
3290
3291  </ul>
3292
3293
3294</div></li>
3295<li><span id="ChenEtAl2017">Y. Chen, Y. Shi, and B. Zhang, “Modeling and Optimization of Complex Building Energy Systems with Deep Neural Networks,” in <i>Asilomar Conference</i>, 2017. </span>
3296
3297<div id="ChenEtAl2017-materials">
3298  <ul class="nav nav-pills">
3299    
3300
3301 <li><a data-toggle="collapse" href="javascript:toggleDiv('ChenEtAl2017-bibtex')">BibTeX</a></li>
3302    <div id="ChenEtAl2017-bibtex" style="display:none;">
3303    <pre class="collapse">@inproceedings{ChenEtAl2017,
3304  author = {Chen, Y. and Shi, Y. and Zhang, B.},
3305  title = {Modeling and Optimization of Complex Building Energy Systems with Deep Neural Networks},
3306  booktitle = {Asilomar Conference},
3307  year = {2017},
3308  link = {https://arxiv.org/pdf/1711.02278}
3309}
3310</pre>
3311    </div>
3312
3313    
3314    <li><a href="https://arxiv.org/pdf/1711.02278">Download</a></li>
3315    
3316
3317  </ul>
3318
3319
3320</div></li>
3321<li><span id="HosseiniEtAl2016">H. Hosseini, S. Kannan, B. Zhang, and R. Poovendran, “Learning Temporal Dependence from Time-Series Data with Latent Variables,” in <i>Proc. IEEE Int. Conf. Data Science and Advanced Analytics (DSAA)</i>, 2016, pp. 253–262. </span>
3322
3323<div id="HosseiniEtAl2016-materials">
3324  <ul class="nav nav-pills">
3325    
3326
3327 <li><a data-toggle="collapse" href="javascript:toggleDiv('HosseiniEtAl2016-bibtex')">BibTeX</a></li>
3328    <div id="HosseiniEtAl2016-bibtex" style="display:none;">
3329    <pre class="collapse">@inproceedings{HosseiniEtAl2016,
3330  author = {Hosseini, H. and Kannan, S. and Zhang, B. and Poovendran, R.},
3331  title = {Learning Temporal Dependence from Time-Series Data with Latent Variables},
3332  booktitle = {Proc. IEEE Int. Conf. Data Science and Advanced Analytics (DSAA)},
3333  year = {2016},
3334  pages = {253--262},
3335  link = {https://arxiv.org/abs/1608.07636}
3336}
3337</pre>
3338    </div>
3339
3340    
3341    <li><a href="https://arxiv.org/abs/1608.07636">Download</a></li>
3342    
3343
3344  </ul>
3345
3346
3347</div></li>
3348<li><span id="RatliffEtAl2016">L. J. Ratliff, C. Dowling, E. Mazumdar, and B. Zhang, “To Observe or Not to Observe: Queuing Game Framework for Urban Parking,” in <i>IEEE Conference on Decision and Control (CDC)</i>, 2016. </span>
3349
3350<div id="RatliffEtAl2016-materials">
3351  <ul class="nav nav-pills">
3352    
3353
3354 <li><a data-toggle="collapse" href="javascript:toggleDiv('RatliffEtAl2016-bibtex')">BibTeX</a></li>
3355    <div id="RatliffEtAl2016-bibtex" style="display:none;">
3356    <pre class="collapse">@inproceedings{RatliffEtAl2016,
3357  author = {Ratliff, L. J. and Dowling, C. and Mazumdar, E. and Zhang, B.},
3358  title = {To Observe or Not to Observe: Queuing Game Framework for Urban Parking},
3359  booktitle = {IEEE Conference on Decision and Control (CDC)},
3360  year = {2016},
3361  link = {https://www.dropbox.com/s/2lj40bobpsgi215/2016cdc.pdf?dl=0},
3362  blog = {2016-3-19}
3363}
3364</pre>
3365    </div>
3366
3367    
3368    <li><a href="https://www.dropbox.com/s/2lj40bobpsgi215/2016cdc.pdf?dl=0">Download</a></li>
3369    
3370
3371  </ul>
3372
3373
3374</div></li>
3375<li><span id="ShiEtAl2016">Y. Shi, B. Xu, B. Zhang, and D. Wang, “Leveraging energy storage to optimize data center electricity cost in emerging power markets,” in <i>ACM E-Energy</i>, 2016. </span>
3376
3377<div id="ShiEtAl2016-materials">
3378  <ul class="nav nav-pills">
3379    
3380
3381 <li><a data-toggle="collapse" href="javascript:toggleDiv('ShiEtAl2016-bibtex')">BibTeX</a></li>
3382    <div id="ShiEtAl2016-bibtex" style="display:none;">
3383    <pre class="collapse">@inproceedings{ShiEtAl2016,
3384  author = {Shi, Yuanyuan and Xu, Bolun and Zhang, Baosen and Wang, Di},
3385  title = {Leveraging energy storage to optimize data center electricity cost in emerging power markets},
3386  booktitle = {ACM E-Energy},
3387  year = {2016},
3388  link = {http://arxiv.org/abs/1606.01536},
3389  blog = {2016-6-16},
3390  __markedentry = {[zhangbao:6]}
3391}
3392</pre>
3393    </div>
3394
3395    
3396    <li><a href="http://arxiv.org/abs/1606.01536">Download</a></li>
3397    
3398
3399  </ul>
3400
3401
3402</div></li>
3403<li><span id="Li16">P. Li and B. Zhang, “An Optimal Treatment Assignment Strategy to Evaluate Demand Response Effect,” in <i>Proceedings of the Allerton Conference on Communication, Control and Computing</i>, 2016. </span>
3404
3405<div id="Li16-materials">
3406  <ul class="nav nav-pills">
3407    
3408
3409 <li><a data-toggle="collapse" href="javascript:toggleDiv('Li16-bibtex')">BibTeX</a></li>
3410    <div id="Li16-bibtex" style="display:none;">
3411    <pre class="collapse">@inproceedings{Li16,
3412  author = {Li, P. and Zhang, B.},
3413  title = {An Optimal Treatment Assignment Strategy to Evaluate Demand Response Effect},
3414  booktitle = {Proceedings of the Allerton Conference on Communication, Control and Computing},
3415  year = {2016},
3416  link = {http://ieeexplore.ieee.org/document/7852300/}
3417}
3418</pre>
3419    </div>
3420
3421    
3422    <li><a href="http://ieeexplore.ieee.org/document/7852300/">Download</a></li>
3423    
3424
3425  </ul>
3426
3427
3428</div></li>
3429<li><span id="LiEtAl2016">P. Li, B. Zhang, Y. Weng, and R. Rajagopal, “Autoregressive model for individual consumption data - Sparsity recovery and significance test,” in <i>Proc. IEEE Power and Energy Society General Meeting (PESGM)</i>, 2016, pp. 1–5. </span>
3430
3431<div id="LiEtAl2016-materials">
3432  <ul class="nav nav-pills">
3433    
3434
3435 <li><a data-toggle="collapse" href="javascript:toggleDiv('LiEtAl2016-bibtex')">BibTeX</a></li>
3436    <div id="LiEtAl2016-bibtex" style="display:none;">
3437    <pre class="collapse">@inproceedings{LiEtAl2016,
3438  author = {Li, Pan and Zhang, Baosen and Weng, Yang and Rajagopal, Ram},
3439  title = {Autoregressive model for individual consumption data - Sparsity recovery and significance test},
3440  booktitle = {Proc. IEEE Power and Energy Society General Meeting (PESGM)},
3441  year = {2016},
3442  pages = {1--5},
3443  link = {http://ieeexplore.ieee.org/document/7741126/}
3444}
3445</pre>
3446    </div>
3447
3448    
3449    <li><a href="http://ieeexplore.ieee.org/document/7741126/">Download</a></li>
3450    
3451
3452  </ul>
3453
3454
3455</div></li>
3456<li><span id="LiEtAl2016a">P. Li and B. Zhang, “Estimating treatment effects in demand response,” in <i>Proc. IEEE Statistical Signal Processing Workshop (SSP)</i>, 2016, pp. 1–5. </span>
3457
3458<div id="LiEtAl2016a-materials">
3459  <ul class="nav nav-pills">
3460    
3461
3462 <li><a data-toggle="collapse" href="javascript:toggleDiv('LiEtAl2016a-bibtex')">BibTeX</a></li>
3463    <div id="LiEtAl2016a-bibtex" style="display:none;">
3464    <pre class="collapse">@inproceedings{LiEtAl2016a,
3465  author = {Li, P. and Zhang, B.},
3466  title = {Estimating treatment effects in demand response},
3467  booktitle = {Proc. IEEE Statistical Signal Processing Workshop (SSP)},
3468  year = {2016},
3469  pages = {1--5},
3470  link = {http://ieeexplore.ieee.org/document/7551825/}
3471}
3472</pre>
3473    </div>
3474
3475    
3476    <li><a href="http://ieeexplore.ieee.org/document/7551825/">Download</a></li>
3477    
3478
3479  </ul>
3480
3481
3482</div></li>
3483<li><span id="CezarEtAl2015">G. Cezar, R. Rajagopal, and B. Zhang, “Stability of interconnected DC converters,” in <i>Proc. 54th IEEE Conf. Decision and Control (CDC)</i>, 2015, pp. 9–14. </span>
3484
3485<div id="CezarEtAl2015-materials">
3486  <ul class="nav nav-pills">
3487    
3488
3489 <li><a data-toggle="collapse" href="javascript:toggleDiv('CezarEtAl2015-bibtex')">BibTeX</a></li>
3490    <div id="CezarEtAl2015-bibtex" style="display:none;">
3491    <pre class="collapse">@inproceedings{CezarEtAl2015,
3492  author = {Cezar, G. and Rajagopal, R. and Zhang, B.},
3493  title = {Stability of interconnected {DC} converters},
3494  booktitle = {Proc. 54th IEEE Conf. Decision and Control (CDC)},
3495  year = {2015},
3496  pages = {9--14},
3497  month = dec,
3498  link = {http://arxiv.org/abs/1503.08383}
3499}
3500</pre>
3501    </div>
3502
3503    
3504    <li><a href="http://arxiv.org/abs/1503.08383">Download</a></li>
3505    
3506
3507  </ul>
3508
3509
3510</div></li>
3511<li><span id="ZhangEtAl2015">B. Zhang, A. Lam, A. D. Dominguez-Garcia, and D. Tse, “An optimal and distributed method for voltage regulation in power distribution systems,” <i>Power Systems, IEEE Transactions on</i>, vol. 30, no. 4, pp. 1714–1726, 2015. </span>
3512
3513<div id="ZhangEtAl2015-materials">
3514  <ul class="nav nav-pills">
3515    
3516
3517 <li><a data-toggle="collapse" href="javascript:toggleDiv('ZhangEtAl2015-bibtex')">BibTeX</a></li>
3518    <div id="ZhangEtAl2015-bibtex" style="display:none;">
3519    <pre class="collapse">@article{ZhangEtAl2015,
3520  author = {Zhang, Baosen and Lam, Albert and Dominguez-Garcia, Alejandro D and Tse, David},
3521  title = {An optimal and distributed method for voltage regulation in power distribution systems},
3522  journal = {Power Systems, IEEE Transactions on},
3523  year = {2015},
3524  volume = {30},
3525  number = {4},
3526  pages = {1714--1726},
3527  link = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6908041},
3528  publisher = {IEEE}
3529}
3530</pre>
3531    </div>
3532
3533    
3534    <li><a href="http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6908041">Download</a></li>
3535    
3536
3537  </ul>
3538
3539
3540</div></li>
3541<li><span id="ZhangEtAl2015a">B. Zhang, R. Johari, and R. Rajagopal, “Competition and Coalition Formation of Renewable Power Producers,” <i>IEEE Transactions on Power Systems</i>, vol. 30, no. 3, pp. 1624–1632, May 2015. </span>
3542
3543<div id="ZhangEtAl2015a-materials">
3544  <ul class="nav nav-pills">
3545    
3546
3547 <li><a data-toggle="collapse" href="javascript:toggleDiv('ZhangEtAl2015a-bibtex')">BibTeX</a></li>
3548    <div id="ZhangEtAl2015a-bibtex" style="display:none;">
3549    <pre class="collapse">@article{ZhangEtAl2015a,
3550  author = {Zhang, B. and Johari, R. and Rajagopal, R.},
3551  title = {Competition and Coalition Formation of Renewable Power Producers},
3552  journal = {IEEE Transactions on Power Systems},
3553  year = {2015},
3554  volume = {30},
3555  number = {3},
3556  pages = {1624--1632},
3557  month = may,
3558  link = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7014306}
3559}
3560</pre>
3561    </div>
3562
3563    
3564    <li><a href="http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=7014306">Download</a></li>
3565    
3566
3567  </ul>
3568
3569
3570</div></li>
3571<li><span id="YuEtAl2014">Y. Yu, B. Zhang, and R. Rajagopal, “Do wind power producers have market power and exercise it?,” in <i>IEEE PES General Meeting</i>, 2014, pp. 1–5. </span>
3572
3573<div id="YuEtAl2014-materials">
3574  <ul class="nav nav-pills">
3575    
3576
3577 <li><a data-toggle="collapse" href="javascript:toggleDiv('YuEtAl2014-bibtex')">BibTeX</a></li>
3578    <div id="YuEtAl2014-bibtex" style="display:none;">
3579    <pre class="collapse">@inproceedings{YuEtAl2014,
3580  author = {Yu, Y. and Zhang, B. and Rajagopal, R.},
3581  title = {Do wind power producers have market power and exercise it?},
3582  booktitle = {IEEE PES General Meeting},
3583  year = {2014},
3584  pages = {1--5},
3585  month = jul,
3586  link = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6939858}
3587}
3588</pre>
3589    </div>
3590
3591    
3592    <li><a href="http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6939858">Download</a></li>
3593    
3594
3595  </ul>
3596
3597
3598</div></li>
3599<li><span id="LavaeiEtAl2014">J. Lavaei, D. Tse, and B. Zhang, “Geometry of power flows and optimization in distribution networks,” <i>IEEE Transactions on Power Systems</i>, vol. 29, no. 2, pp. 572–583, 2014. </span>
3600
3601<div id="LavaeiEtAl2014-materials">
3602  <ul class="nav nav-pills">
3603    
3604
3605 <li><a data-toggle="collapse" href="javascript:toggleDiv('LavaeiEtAl2014-bibtex')">BibTeX</a></li>
3606    <div id="LavaeiEtAl2014-bibtex" style="display:none;">
3607    <pre class="collapse">@article{LavaeiEtAl2014,
3608  author = {Lavaei, Javad and Tse, David and Zhang, Baosen},
3609  title = {Geometry of power flows and optimization in distribution networks},
3610  journal = {IEEE Transactions on Power Systems},
3611  year = {2014},
3612  volume = {29},
3613  number = {2},
3614  pages = {572--583},
3615  link = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6624135},
3616  publisher = {IEEE}
3617}
3618</pre>
3619    </div>
3620
3621    
3622    <li><a href="http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6624135">Download</a></li>
3623    
3624
3625  </ul>
3626
3627
3628</div></li>
3629<li><span id="PatelEtAl2014">S. Patel, R. Sevlian, B. Zhang, and R. Rajagopal, “Aggregation for load servicing,” in <i>PES General Meeting| Conference &amp; Exposition, 2014 IEEE</i>, 2014, pp. 1–5. </span>
3630
3631<div id="PatelEtAl2014-materials">
3632  <ul class="nav nav-pills">
3633    
3634
3635 <li><a data-toggle="collapse" href="javascript:toggleDiv('PatelEtAl2014-bibtex')">BibTeX</a></li>
3636    <div id="PatelEtAl2014-bibtex" style="display:none;">
3637    <pre class="collapse">@inproceedings{PatelEtAl2014,
3638  author = {Patel, Surabhi and Sevlian, Raffi and Zhang, Baosen and Rajagopal, Ram},
3639  title = {Aggregation for load servicing},
3640  booktitle = {PES General Meeting| Conference \&amp; Exposition, 2014 IEEE},
3641  year = {2014},
3642  pages = {1--5},
3643  link = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6939793}
3644}
3645</pre>
3646    </div>
3647
3648    
3649    <li><a href="http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6939793">Download</a></li>
3650    
3651
3652  </ul>
3653
3654
3655</div></li>
3656<li><span id="ZhangEtAl2014">B. Zhang, R. Rajagopal, and D. Tse, “Network Risk Limiting Dispatch: Optimal Control and Price of Uncertainty,” <i>IEEE Transactions on Automatic Control</i>, vol. 59, no. 9, pp. 2442–2456, Sept. 2014. </span>
3657
3658<div id="ZhangEtAl2014-materials">
3659  <ul class="nav nav-pills">
3660    
3661
3662 <li><a data-toggle="collapse" href="javascript:toggleDiv('ZhangEtAl2014-bibtex')">BibTeX</a></li>
3663    <div id="ZhangEtAl2014-bibtex" style="display:none;">
3664    <pre class="collapse">@article{ZhangEtAl2014,
3665  author = {Zhang, Baosen and Rajagopal, R. and Tse, D.},
3666  title = {Network Risk Limiting Dispatch: Optimal Control and Price of Uncertainty},
3667  journal = {IEEE Transactions on Automatic Control},
3668  year = {2014},
3669  volume = {59},
3670  number = {9},
3671  pages = {2442--2456},
3672  month = sep,
3673  link = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6818365}
3674}
3675</pre>
3676    </div>
3677
3678    
3679    <li><a href="http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6818365">Download</a></li>
3680    
3681
3682  </ul>
3683
3684
3685</div></li>
3686<li><span id="ZhangEtAl2013b">B. Zhang, A. D. Dominguez-Garcia, and D. Tse, “A local control approach to voltage regulation in distribution networks,” in <i>Proc. North American Power Symp. (NAPS)</i>, 2013, pp. 1–6. </span>
3687
3688<div id="ZhangEtAl2013b-materials">
3689  <ul class="nav nav-pills">
3690    
3691
3692 <li><a data-toggle="collapse" href="javascript:toggleDiv('ZhangEtAl2013b-bibtex')">BibTeX</a></li>
3693    <div id="ZhangEtAl2013b-bibtex" style="display:none;">
3694    <pre class="collapse">
3694@inproceedings{ZhangEtAl2013b,
3695  author = {Zhang, Baosen and Dominguez-Garcia, A. D. and Tse, D.},
3696  title = {A local control approach to voltage regulation in distribution networks},
3697  booktitle = {Proc. North American Power Symp. (NAPS)},
3698  year = {2013},
3699  pages = {1--6},
3700  month = sep,
3701  keywords = {selected}
3702}
3703</pre>
3704    </div>
3705
3706    
3707
3708  </ul>
3709
3710
3711</div></li>
3712<li><span id="Zhang2013">B. Zhang, “Control and Optimization of Power Systems with Renewables: Voltage Regulation and Generator Dispatch,” PhD thesis, University of California, Berkeley, 2013. </span>
3713
3714<div id="Zhang2013-materials">
3715  <ul class="nav nav-pills">
3716    
3717
3718 <li><a data-toggle="collapse" href="javascript:toggleDiv('Zhang2013-bibtex')">BibTeX</a></li>
3719    <div id="Zhang2013-bibtex" style="display:none;">
3720    <pre class="collapse">@phdthesis{Zhang2013,
3721  author = {Zhang, Baosen},
3722  title = {Control and Optimization of Power Systems with Renewables: Voltage Regulation and Generator Dispatch},
3723  school = {University of California, Berkeley},
3724  year = {2013},
3725  link = {http://digitalassets.lib.berkeley.edu/etd/ucb/text/Zhang_berkeley_0028E_13633.pdf}
3726}
3727</pre>
3728    </div>
3729
3730    
3731    <li><a href="http://digitalassets.lib.berkeley.edu/etd/ucb/text/Zhang_berkeley_0028E_13633.pdf">Download</a></li>
3732    
3733
3734  </ul>
3735
3736
3737</div></li>
3738<li><span id="ZhangEtAl2013">B. Zhang and D. Tse, “Geometry of injection regions of power networks,” <i>IEEE Transactions on Power Systems</i>, vol. 28, no. 2, pp. 788–797, 2013. </span>
3739
3740<div id="ZhangEtAl2013-materials">
3741  <ul class="nav nav-pills">
3742    
3743
3744 <li><a data-toggle="collapse" href="javascript:toggleDiv('ZhangEtAl2013-bibtex')">BibTeX</a></li>
3745    <div id="ZhangEtAl2013-bibtex" style="display:none;">
3746    <pre class="collapse">@article{ZhangEtAl2013,
3747  author = {Zhang, Baosen and Tse, David},
3748  title = {Geometry of injection regions of power networks},
3749  journal = {IEEE Transactions on Power Systems},
3750  year = {2013},
3751  volume = {28},
3752  number = {2},
3753  pages = {788--797},
3754  link = {http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&amp;arnumber=6290429},
3755  publisher = {IEEE}
3756}
3757</pre>
3758    </div>
3759
3760    
3761    <li><a href="http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&amp;arnumber=6290429">Download</a></li>
3762    
3763
3764  </ul>
3765
3766
3767</div></li>
3768<li><span id="QinEtAl2013">J. Qin, B. Zhang, and R. Rajagopal, “Risk limiting dispatch with ramping constraints,” in <i>Proc. IEEE Int Smart Grid Communications (SmartGridComm) Conf</i>, 2013, pp. 791–796. </span>
3769
3770<div id="QinEtAl2013-materials">
3771  <ul class="nav nav-pills">
3772    
3773
3774 <li><a data-toggle="collapse" href="javascript:toggleDiv('QinEtAl2013-bibtex')">BibTeX</a></li>
3775    <div id="QinEtAl2013-bibtex" style="display:none;">
3776    <pre class="collapse">@inproceedings{QinEtAl2013,
3777  author = {Qin, Junjie and Zhang, Baosen and Rajagopal, R.},
3778  title = {Risk limiting dispatch with ramping constraints},
3779  booktitle = {Proc. IEEE Int Smart Grid Communications (SmartGridComm) Conf},
3780  year = {2013},
3781  pages = {791--796},
3782  month = oct,
3783  link = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6688056}
3784}
3785</pre>
3786    </div>
3787
3788    
3789    <li><a href="http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6688056">Download</a></li>
3790    
3791
3792  </ul>
3793
3794
3795</div></li>
3796<li><span id="ZhangEtAl2013a">B. Zhang, R. Rajagopal, and D. Tse, “Risk limiting dispatch in congested networks,” in <i>Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on</i>, 2013, pp. 7568–7575. </span>
3797
3798<div id="ZhangEtAl2013a-materials">
3799  <ul class="nav nav-pills">
3800    
3801
3802 <li><a data-toggle="collapse" href="javascript:toggleDiv('ZhangEtAl2013a-bibtex')">BibTeX</a></li>
3803    <div id="ZhangEtAl2013a-bibtex" style="display:none;">
3804    <pre class="collapse">@inproceedings{ZhangEtAl2013a,
3805  author = {Zhang, Boming and Rajagopal, Ram and Tse, David},
3806  title = {Risk limiting dispatch in congested networks},
3807  booktitle = {Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on},
3808  year = {2013},
3809  pages = {7568--7575},
3810  link = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6761091}
3811}
3812</pre>
3813    </div>
3814
3815    
3816    <li><a href="http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6761091">Download</a></li>
3817    
3818
3819  </ul>
3820
3821
3822</div></li>
3823<li><span id="RajagopalEtAl2012">R. Rajagopal, D. Tse, and B. Zhang, “Risk limiting dispatch in congested networks,” in <i>Proc. 50th Annual Allerton Conf. Communication, Control, and Computing (Allerton)</i>, 2012, pp. 1900–1907. </span>
3824
3825<div id="RajagopalEtAl2012-materials">
3826  <ul class="nav nav-pills">
3827    
3828
3829 <li><a data-toggle="collapse" href="javascript:toggleDiv('RajagopalEtAl2012-bibtex')">BibTeX</a></li>
3830    <div id="RajagopalEtAl2012-bibtex" style="display:none;">
3831    <pre class="collapse">@inproceedings{RajagopalEtAl2012,
3832  author = {Rajagopal, R. and Tse, D. and Zhang, B.},
3833  title = {Risk limiting dispatch in congested networks},
3834  booktitle = {Proc. 50th Annual Allerton Conf. Communication, Control, and Computing (Allerton)},
3835  year = {2012},
3836  pages = {1900--1907},
3837  month = oct,
3838  link = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6818365}
3839}
3840</pre>
3841    </div>
3842
3843    
3844    <li><a href="http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6818365">Download</a></li>
3845    
3846
3847  </ul>
3848
3849
3850</div></li>
3851<li><span id="LavaeiEtAl2012">J. Lavaei, D. Tse, and B. Zhang, “Geometry of power flows in tree networks,” in <i>Power and Energy Society General Meeting, 2012 IEEE</i>, 2012, pp. 1–8. </span>
3852
3853<div id="LavaeiEtAl2012-materials">
3854  <ul class="nav nav-pills">
3855    
3856
3857 <li><a data-toggle="collapse" href="javascript:toggleDiv('LavaeiEtAl2012-bibtex')">BibTeX</a></li>
3858    <div id="LavaeiEtAl2012-bibtex" style="display:none;">
3859    <pre class="collapse">@inproceedings{LavaeiEtAl2012,
3860  author = {Lavaei, Javad and Tse, David and Zhang, Baosen},
3861  title = {Geometry of power flows in tree networks},
3862  booktitle = {Power and Energy Society General Meeting, 2012 IEEE},
3863  year = {2012},
3864  pages = {1--8},
3865  link = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6344803}
3866}
3867</pre>
3868    </div>
3869
3870    
3871    <li><a href="http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6344803">Download</a></li>
3872    
3873
3874  </ul>
3875
3876
3877</div></li>
3878<li><span id="LamEtAl2012a">A. Lam, B. Zhang, and D. N. Tse, “Distributed algorithms for optimal power flow problem,” in <i>Decision and Control (CDC), 2012 IEEE 51st Annual Conference on</i>, 2012, pp. 430–437. </span>
3879
3880<div id="LamEtAl2012a-materials">
3881  <ul class="nav nav-pills">
3882    
3883
3884 <li><a data-toggle="collapse" href="javascript:toggleDiv('LamEtAl2012a-bibtex')">BibTeX</a></li>
3885    <div id="LamEtAl2012a-bibtex" style="display:none;">
3886    <pre class="collapse">@inproceedings{LamEtAl2012a,
3887  author = {Lam, Albert and Zhang, Baosen and Tse, DN},
3888  title = {Distributed algorithms for optimal power flow problem},
3889  booktitle = {Decision and Control (CDC), 2012 IEEE 51st Annual Conference on},
3890  year = {2012},
3891  pages = {430--437},
3892  link = {http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&amp;arnumber=6427082}
3893}
3894</pre>
3895    </div>
3896
3897    
3898    <li><a href="http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&amp;arnumber=6427082">Download</a></li>
3899    
3900
3901  </ul>
3902
3903
3904</div></li>
3905<li><span id="LamEtAl2012">A. Lam, A. Dominguez-Garcia, B. Zhang, and D. Tse, “Optimal distributed voltage regulation in power distribution networks,” 2012. </span>
3906
3907<div id="LamEtAl2012-materials">
3908  <ul class="nav nav-pills">
3909    
3910
3911 <li><a data-toggle="collapse" href="javascript:toggleDiv('LamEtAl2012-bibtex')">BibTeX</a></li>
3912    <div id="LamEtAl2012-bibtex" style="display:none;">
3913    <pre class="collapse">@techreport{LamEtAl2012,
3914  author = {Lam, Albert and Dominguez-Garcia, Alejandro and Zhang, Baosen and Tse, David},
3915  title = {Optimal distributed voltage regulation in power distribution networks},
3916  year = {2012}
3917}
3918</pre>
3919    </div>
3920
3921    
3922
3923  </ul>
3924
3925
3926</div></li>
3927<li><span id="ZhangEtAl2011">B. Zhang and D. Tse, “Geometry of feasible injection region of power networks,” in <i>Communication, Control, and Computing (Allerton), 2011 49th Annual Allerton Conference on</i>, 2011, pp. 1508–1515. </span>
3928
3929<div id="ZhangEtAl2011-materials">
3930  <ul class="nav nav-pills">
3931    
3932
3933 <li><a data-toggle="collapse" href="javascript:toggleDiv('ZhangEtAl2011-bibtex')">BibTeX</a></li>
3934    <div id="ZhangEtAl2011-bibtex" style="display:none;">
3935    <pre class="collapse">
3935@inproceedings{ZhangEtAl2011,
3936  author = {Zhang, Baosen and Tse, David},
3937  title = {Geometry of feasible injection region of power networks},
3938  booktitle = {Communication, Control, and Computing (Allerton), 2011 49th Annual Allerton Conference on},
3939  year = {2011},
3940  pages = {1508--1515},
3941  link = {http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&amp;arnumber=6120346}
3942}
3943</pre>
3944    </div>
3945
3946    
3947    <li><a href="http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&amp;arnumber=6120346">Download</a></li>
3948    
3949
3950  </ul>
3951
3952
3953</div></li>
3954<li><span id="KanoriaEtAl2011">Y. Kanoria, A. Montanari, D. Tse, and B. Zhang, “Distributed storage for intermittent energy sources: Control design and performance limits,” in <i>Communication, Control, and Computing (Allerton), 2011 49th Annual Allerton Conference on</i>, 2011, pp. 1310–1317. </span>
3955
3956<div id="KanoriaEtAl2011-materials">
3957  <ul class="nav nav-pills">
3958    
3959
3960 <li><a data-toggle="collapse" href="javascript:toggleDiv('KanoriaEtAl2011-bibtex')">BibTeX</a></li>
3961    <div id="KanoriaEtAl2011-bibtex" style="display:none;">
3962    <pre class="collapse">@inproceedings{KanoriaEtAl2011,
3963  author = {Kanoria, Yashodhan and Montanari, Andrea and Tse, David and Zhang, Baosen},
3964  title = {Distributed storage for intermittent energy sources: Control design and performance limits},
3965  booktitle = {Communication, Control, and Computing (Allerton), 2011 49th Annual Allerton Conference on},
3966  year = {2011},
3967  pages = {1310--1317},
3968  link = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6120319}
3969}
3970</pre>
3971    </div>
3972
3973    
3974    <li><a href="http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6120319">Download</a></li>
3975    
3976
3977  </ul>
3978
3979
3980</div></li>
3981<li><span id="ZhangEtAl2010">B. Zhang and M. D. Trott, “Reference-free audio matching for rendezvous,” in <i>IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)</i>, 2010, pp. 3570–3573. </span>
3982
3983<div id="ZhangEtAl2010-materials">
3984  <ul class="nav nav-pills">
3985    
3986
3987 <li><a data-toggle="collapse" href="javascript:toggleDiv('ZhangEtAl2010-bibtex')">BibTeX</a></li>
3988    <div id="ZhangEtAl2010-bibtex" style="display:none;">
3989    <pre class="collapse">@inproceedings{ZhangEtAl2010,
3990  title = {Reference-free audio matching for rendezvous},
3991  author = {Zhang, Baosen and Trott, Mitchell D},
3992  booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
3993  pages = {3570--3573},
3994  year = {2010}
3995}
3996</pre>
3997    </div>
3998
3999    
4000
4001  </ul>
4002
4003
4004</div></li>
4005<li><span id="KuntzeEtAl2009">S. B. Kuntze, B. Zhang, L. Pavel, and J. S. Aitchison, “Impact of Feedback Delay on Closed-Loop Stability in Semiconductor Optical Amplifier Control Circuits,” <i>Journal of Lightwave Technology</i>, vol. 27, no. 9, pp. 1095–1107, May 2009. </span>
4006
4007<div id="KuntzeEtAl2009-materials">
4008  <ul class="nav nav-pills">
4009    
4010
4011 <li><a data-toggle="collapse" href="javascript:toggleDiv('KuntzeEtAl2009-bibtex')">BibTeX</a></li>
4012    <div id="KuntzeEtAl2009-bibtex" style="display:none;">
4013    <pre class="collapse">@article{KuntzeEtAl2009,
4014  author = {Kuntze, S. B. and Zhang, B. and Pavel, L. and Aitchison, J. S.},
4015  title = {Impact of Feedback Delay on Closed-Loop Stability in Semiconductor Optical Amplifier Control Circuits},
4016  journal = {Journal of Lightwave Technology},
4017  year = {2009},
4018  volume = {27},
4019  number = {9},
4020  pages = {1095--1107},
4021  month = may,
4022  link = {https://www.osapublishing.org/abstract.cfm?uri=jlt-27-9-1095}
4023}
4024</pre>
4025    </div>
4026
4027    
4028    <li><a href="https://www.osapublishing.org/abstract.cfm?uri=jlt-27-9-1095">Download</a></li>
4029    
4030
4031  </ul>
4032
4033
4034</div></li>
4035<li><span id="ZhangEtAl2008">B. Zhang, S. B. Kuntze, L. Pavel, and J. S. Aitchison, “Delay-tolerant control design for Semiconductor Optical Amplifiers,” in <i>American Control Conference (ACC)</i>, 2008, pp. 4154–4160. </span>
4036
4037<div id="ZhangEtAl2008-materials">
4038  <ul class="nav nav-pills">
4039    
4040
4041 <li><a data-toggle="collapse" href="javascript:toggleDiv('ZhangEtAl2008-bibtex')">BibTeX</a></li>
4042    <div id="ZhangEtAl2008-bibtex" style="display:none;">
4043    <pre class="collapse">
4043@inproceedings{ZhangEtAl2008,
4044  author = {Zhang, Baosen and Kuntze, Scott B and Pavel, Lacra and Aitchison, J Stewart},
4045  title = {Delay-tolerant control design for Semiconductor Optical Amplifiers},
4046  booktitle = {American Control Conference (ACC)},
4047  year = {2008},
4048  pages = {4154--4160},
4049  link = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4587145}
4050}
4051</pre>
4052    </div>
4053
4054    
4055    <li><a href="http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4587145">Download</a></li>
4056    
4057
4058  </ul>
4059
4060
4061</div></li>
4062<li><span id="Zhang07">B. Zhang, E. Young, and C. Simmons, “3-D computational analysis of hemodynamic shear stresses on the aortic value,” in <i>Canadian Congress of Applied Mechanics</i>, 2007. </span>
4063
4064<div id="Zhang07-materials">
4065  <ul class="nav nav-pills">
4066    
4067
4068 <li><a data-toggle="collapse" href="javascript:toggleDiv('Zhang07-bibtex')">BibTeX</a></li>
4069    <div id="Zhang07-bibtex" style="display:none;">
4070    <pre class="collapse">@inproceedings{Zhang07,
4071  title = {3-D computational analysis of hemodynamic shear stresses on the aortic value},
4072  author = {Zhang, B. and Young, E. and Simmons, C.},
4073  booktitle = {Canadian Congress of Applied Mechanics},
4074  year = {2007}
4075}
4076</pre>
4077    </div>
4078
4079    
4080
4081  </ul>
4082
4083
4084</div></li>
4085<li><span id="IEEEexample:BSTcontrol"></span>
4086
4087<div id="IEEEexample:BSTcontrol-materials">
4088  <ul class="nav nav-pills">
4089    
4090
4091 <li><a data-toggle="collapse" href="javascript:toggleDiv('IEEEexample:BSTcontrol-bibtex')">BibTeX</a></li>
4092    <div id="IEEEexample:BSTcontrol-bibtex" style="display:none;">
4093    <pre class="collapse">@ieeetranbstctl{IEEEexample:BSTcontrol,
4094  ctldash_repeated_names = {no}
4095}
4096</pre>
4097    </div>
4098
4099    
4100
4101  </ul>
4102
4103
4104</div></li></ol>
4105
4106<h2 id="thesis">Thesis</h2>
4107
4108<ol class="bibliography"><li><span id="Zhang2013">B. Zhang, “Control and Optimization of Power Systems with Renewables: Voltage Regulation and Generator Dispatch,” PhD thesis, University of California, Berkeley, 2013. </span>
4109
4110<div id="Zhang2013-materials">
4111  <ul class="nav nav-pills">
4112    
4113
4114 <li><a data-toggle="collapse" href="javascript:toggleDiv('Zhang2013-bibtex')">BibTeX</a></li>
4115    <div id="Zhang2013-bibtex" style="display:none;">
4116    <pre class="collapse">@phdthesis{Zhang2013,
4117  author = {Zhang, Baosen},
4118  title = {Control and Optimization of Power Systems with Renewables: Voltage Regulation and Generator Dispatch},
4119  school = {University of California, Berkeley},
4120  year = {2013},
4121  link = {http://digitalassets.lib.berkeley.edu/etd/ucb/text/Zhang_berkeley_0028E_13633.pdf}
4122}
4123</pre>
4124    </div>
4125
4126    
4127    <li><a href="http://digitalassets.lib.berkeley.edu/etd/ucb/text/Zhang_berkeley_0028E_13633.pdf">Download</a></li>
4128    
4129
4130  </ul>
4131
4132
4133</div></li></ol>
4134
4135<script>
vendor: 345 bytes, lines 4135-4141
4135
4136  (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
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4145
4146
4147      </div>
4148    </div>
4149
4150    <footer class="site-footer">
4151
4152  <div class="wrapper">
4153
4154    <h2 class="footer-heading">Baosen Zhang</h2>
4155
4156    <div class="footer-col-wrapper">
4157      <div class="footer-col footer-col-1">
4158        <ul class="contact-list">
4159          <li>Baosen Zhang</li>
4160          <li><a href="mailto:[email protected]">[email protected]</a></li>
4161        </ul>
4162      </div>
4163
4164      <div class="footer-col footer-col-2">
4165        <ul class="social-media-list">
4166          
4167
4168          
4169        </ul>
4170      </div>
4171
4172      <div class="footer-col footer-col-3">
4173        <p>Baosen Zhang is an Associate Professor in the Electrical and Computer Engineering Department at the University of Washington.
4174</p>
4175      </div>
4176    </div>
4177
4178  </div>
4179
4180</footer>
4181
4182
4183   
4183<script type="text/javascript" id="MathJax-script" async
4184      src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js">
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4188
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4190

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