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39 40 41 <div class="wrapper"> 42 43 <a class="site-title" href="/">Baosen Zhang</a> 44 45 <nav class="site-nav"> 46 <a href="#" class="menu-icon"> 47 <svg viewBox="0 0 18 15"> 48 <path fill="#424242" d="M18,1.484c0,0.82-0.665,1.484-1.484,1.484H1.484C0.665,2.969,0,2.304,0,1.484l0,0C0,0.665,0.665,0,1.484,0 h15.031C17.335,0,18,0.665,18,1.484L18,1.484z"/> 49 <path fill="#424242" d="M18,7.516C18,8.335,17.335,9,16.516,9H1.484C0.665,9,0,8.335,0,7.516l0,0c0-0.82,0.665-1.484,1.484-1.484 h15.031C17.335,6.031,18,6.696,18,7.516L18,7.516z"/> 50 <path fill="#424242" d="M18,13.516C18,14.335,17.335,15,16.516,15H1.484C0.665,15,0,14.335,0,13.516l0,0 c0-0.82,0.665-1.484,1.484-1.484h15.031C17.335,12.031,18,12.696,18,13.516L18,13.516z"/> 51 </svg> 52 </a> 53 54 <div class="trigger"> 55 <ul class="menu"> 56 57 58 <li><a href="/about/" class="page-link">About</a> 59 60 </li> 61 62 63 <li><a href="/research/" class="page-link">Research</a> 64 65 </li> 66 67 68 <li><a href="/teaching/" class="page-link">Teaching</a> 69 <ul class="sub-menu"> 70 71 <li><a href="/teaching">EE 351 â 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 â 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 â Optimization of Networks and Graphs</a></li> 82 83 </ul> 84 85 </li> 86 87 88 <li><a href="/group/" class="page-link">Group</a> 89 90 </li> 91 92 </ul> 93 </div> 94 </nav> 95 96 </div> 97 98</header> 99 100 101 <div class="page-content"> 102 <div class="wrapper"> 103 <h2 id="preprints">Preprints</h2> 104 105<ol class="bibliography"><li><span id="streitmatter2026convexity">L. Streitmatter, T. Joswig-Jones, and B. Zhang, âConvexity and Optimal Online Control of Grid-Interfacing Converters with Current Limits.â 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, âGridSFM: A New, Small Foundation Model for the Electric Grid.â 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, âResidential Battery Pooling Under Backup Commitments,â <i>arXiv preprint arXiv:2605.17723</i>. 2026. </span> 162 163<div id="anunrojwong2026residential-materials"> 164 <ul class="nav nav-pills"> 165 166 167 <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, âBuilding Power Grid Models from Open Data: A Complete Pipeline from OpenStreetMap to Optimal Power Flow.â 2026. </span> 188 189<div id="britto2026gridmodels-materials"> 190 <ul class="nav nav-pills"> 191 192 193 <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, âStructure-Aware Commitment Reduction for Network-Constrained Unit Commitment with Solver-Preserving Guarantees.â 2026. </span> 216 217<div id="wang2026structure-materials"> 218 <ul class="nav nav-pills"> 219 220 221 <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, âCompetition and Cooperation of LLM Agents in Games.â 2026. </span> 244 245<div id="yao2026competition-materials"> 246 <ul class="nav nav-pills"> 247 248 249 <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, âSwitching-Reference Voltage Control for Distribution Systems with AI-Training Data Centers.â 2026. </span> 272 273<div id="yan2026switching-materials"> 274 <ul class="nav nav-pills"> 275 276 277 <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> 293 294 295 </ul> 296 297 298</div></li> 299<li><span id="Cui2025adaptive">W. Cui, Y. Xie, A. Wierman, S. Low, and B. Zhang, âLeveraging Predictions in Power System Voltage Control: An Adaptive Approach.â 2025. </span> 300 301<div id="Cui2025adaptive-materials"> 302 <ul class="nav nav-pills"> 303 304 305 <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, âLyapunov Function-based Power System Transient Stability Analysis Considering Inter-Inverter Coupling among Grid Following Inverters.â 2025. </span> 325 326<div id="Tang25-materials"> 327 <ul class="nav nav-pills"> 328 329 330 <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> 339 340 341 342 </ul> 343 344 345</div></li> 346<li><span id="ma2024controlling">Z. Ma and B. Zhang, âControlling Grid-Connected Inverters under Time-Varying Voltage Constraints.â 2025. </span> 347 348<div id="ma2024controlling-materials"> 349 <ul class="nav nav-pills"> 350 351 352 <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> 368 369 370</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, âSafe Trajectory Gradient Flow Control of a Grid-Interfacing Inverter,â 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, âTransient Stability Assessment Considering Nonlinear Couplings among Grid Following Inverter-based Renewable Resources,â <i>Applied Energy</i>, 2026. </span> 401 402<div id="Tang26-materials"> 403 <ul class="nav nav-pills"> 404 405 406 <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, âTransient Stability Analysis of Mixed GFM-GFL Inverter System Based on Contraction Theory,â 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, âResource Allocation in Electricity Markets With Budget-Constrained Customers,â <i>IEEE Control Systems Letters</i>, vol. 10, pp. 1009â1014, 2026. </span> 450 451<div id="perkins2026resource-materials"> 452 <ul class="nav nav-pills"> 453 454 455 <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, âVoltage Regulation in Distribution Systems with Data Center Loads,â in <i>IEEE Power and Energy General Meeting</i>, 2026. </span> 478 479<div id="chen2025voltageregulationdistributionsystems-materials"> 480 <ul class="nav nav-pills"> 481 482 483 <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, âA Review of System Strength Metrics for Inverter-based Power Systems,â 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"> 507 508 509 <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> 523 524 525</div></li> 526<li><span id="11382025">J. Long, Z. Yang, and B. Zhang, âPricing Uncertainties With General Parametric Distributions in Power Systems,â <i>IEEE Transactions on Industrial Informatics</i>, vol. 22, no. 5, pp. 4282â4293, 2026. </span> 527 528<div id="11382025-materials"> 529 <ul class="nav nav-pills"> 530 531 532 <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> 549 550 551 </ul> 552 553 554</div></li> 555<li><span id="joswigjones2026system">T. Joswig-Jones, S. Dong, B. Zhang, and J. Tan, âSystem Strength Sensitivity to Power Flow Perturbations in AC Power Systems with Inverter-based Resources,â 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"> 559 560 561 <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, âFast and Reliable N-k Contingency Screening with Input-Convex Neural Networks,â in <i>Learning for Dynamics & 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 \& 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, âGeometry of the Feasible Output Regions of Grid-Interfacing Inverters With Current Limits,â <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, âAdaptive Pricing for Optimal Coordination in Networked Energy Systems with Nonsmooth Cost Functions,â 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, âOptimal Voltage Control Using Online Exponential Barrier Method,â 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, âStrategic and Fair Aggregator Interactions in Energy Markets: Multi-Agent Dynamics and Quasiconcave Games,â <i>IEEE Transactions on Energy Markets, Policy and Regulation</i>, pp. 340â351, 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, âSocially optimal energy usage via adaptive pricing,â <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, âPINNSim: A Simulator for Power System Dynamics based on Physics-Informed Neural Networks,â 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, âControlling Grid-Connected Inverters under Time-Varying Voltage Constraints,â 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, âOptimal Control of Grid-Interfacing Inverters With Current Magnitude Limits,â 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, âDetermining Feasibility of DC Power Flow Using Graph Neural Networks,â in <i>2024 IEEE Power & Energy Society General Meeting (PESGM)</i>, 2024, pp. 1â5. </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 & 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, âSafe Control of Grid-Interfacing Inverters with Current Magnitude Limits,â 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, âBalancing Fairness and Efficiency in Energy Resource Allocations,â 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, âOscillations-Aware Frequency Security Assessment via Efficient Worst-Case Frequency Nadir Computation,â 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, âOscillations-aware frequency security assessment via efficie
925nt worst-case frequency nadir computation,â <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, âPINNSim: A simulator for power system dynamics based on Physics-Informed Neural Networks,â <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, âSocially Optimal Energy Usage via Adaptive Pricing,â 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, âPredicting Power System Dynamics and Transients: A Frequency Domain Approach,â <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, âInterpreting Primal-Dual Algorithms for Constrained MARL,â 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, âEfficient Reinforcement Learning Through Trajectory Generation,â 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, âOptimal Inverter-Based Resources Placement in Low-Inertia Power Systems,â 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, âReinforcement Learning for Optimal Frequency Control: A Lyapunov Approach,â <i>IEEE Transaction on Power Systems</i>, vol. 38, no. 2, pp. 1676â1688, 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, âDistributed Secondary Optimal Control For Self-Maintaining Microgrids on Pelagic Islands,â <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, âStructured Neural-PI Control with End-to-End Stability and Output Tracking Guarantees,â in <i>Advances in Neural Information Processing Systems</i>, 2023, vol. 36, pp. 68434â68457. </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, âEquilibria of Fully Decentralized Learning in Networked Systems,â 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, âStable Reinforcement Learning for Optimal Frequency Control: A Distributed Averaging-Based Integral Approach,â <i>IEEE Open Journal of Control Systems</i>, vol. 1, pp. 194â209, 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, âData-Driven Modeling of Aggregate Flexibility under Uncertain and Non-Convex Load Models,â <i>IEEE Transaction on Smartgrid</i>, vol. 13, pp. 4572â4582, 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, âAn Iterative Approach to Improving Solution Quality for AC Optimal Power Flow Problems,â 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, âEquilibrium-Independent Stability Analysis for Distribution Systems with Lossy Transmission Lines,â <i>IEEE Control Systems Letters</i>, vol. 6, pp. 3349â3354, 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, âDecentralized Safe Reinforcement Learning for Voltage Control,â 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, âLearning to Solve DCOPF: A Duality Approach,â 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, âComputationally Efficient Safe Reinforcement Learning for Power Systems,â 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, âPower System Transition with Multiple Flexibility Resources: A Data-Driven Approach,â <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, âLyapunov-Regularized Reinforcement Learning for Power System Transient Stability,â <i>IEEE Control Systems Letters</i>, vol. 6, pp. 974â979, 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, âLearning to Solve DCOPF: A Duality Approach,â <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&action=summary.php&id=2107} 1478} 1479</pre> 1480 </div> 1481 1482 1483 <li><a href="https://pscc.epfl.ch/rms/modules/request.php?module=oc_program&action=summary.php&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, âDecentralized Safe Reinforcement Learning for Inverter-Based Voltage Control,â <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&action=summary.php&id=1877} 1506} 1507</pre> 1508 </div> 1509 1510 1511 <li><a href="https://pscc.epfl.ch/rms/modules/request.php?module=oc_program&action=summary.php&id=1877">Download</a></li> 1512 1513 1514 </ul> 1515 1516 1517</div></li> 1518<li><span id="Chen2022PESGM">Y. Chen and B. Zhang, âState-of-Charge Aware EV Charging,â 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, âA Convex Neural Network Solver for DCOPF with Generalization Guarantees,â <i>IEEE Transactions on Control of Networked Systems</i>, vol. 9, no. 2, pp. 719â730, 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, âA Matrix-Inversion-Free Fixed-Point Method for Distributed Power Flow Analysis,â <i>IEEE Transactions on Power Systems</i>, vol. 37, no. 1, pp. 653â665, 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, âThe Flexibility Test System for Studies of Variable Renewable Energy Resources,â <i>IEEE Transactions on Power Systems</i>, vol. 36, no. 2, pp. 1526â1536, 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, âReinforcement Learning for Optimal Frequency Control: A Lyapunov Approach,â 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, âFrequency Stability Using MPC-Based Inverter Power Control in Low-Inertia Power Systems,â <i>IEEE Transactions on Power Systems</i>, vol. 36, no. 2, pp. 1628â1637, 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, âSafe Reinforcement Learning of Control-Affine Systems with Vertex Networks,â in <i>Learning for Dynamics & 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 \& 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, âFrequency Constrained Stochastic Planning Towards a High Renewable Target Considering Frequency Response Support from Wind Power,â <i>IEEE Transactions on Power Systems</i>, vol. 36, no. 5, pp. 4632â4644, 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, âDistributed Redundant Integration of Data Center Battery Storage with the Grid for Regulation Services,â 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, âMPC-Based Multi-Inverter Power Control in Low-Inertia Power Systems,â 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, âA two-step tie-line scheduling method considering variable renewable energy variations,â <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, âVulnerabilities of Power System Operations to Load Forecasting Data Injection Attacks,â 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, âSafe Learning for Voltage Control,â 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, âPower System Dynamic Simulation Using Fourier Neural Operators,â 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, âAn Iterative Approach to Finding Global Solutions of AC Optimal Power Flow Problems,â 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, âA Set-Theoretic Approach to Safe Reinforcement Learning in Power Systems,â 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, âCombining Newton-Raphson and Stochastic Gradient Descent for Power Flow Analysis,â <i>IEEE Transactions on Power Systems</i>, vol. 36, no. 1, pp. 514â517, 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, âMulti-Agent Reinforcement Learning in Cournot Games,â in <i>2020 59th IEEE Conference on Decision and Control (CDC)</i>, 2020, pp. 3561â3566. </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, â Transfer Learning for HVAC System Fault Detection,â 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, âA Geometric Analysis of Power System Loadability Regions,â <i>IEEE Transactions on Smart Grid</i>, vol. 11, no. 4, pp. 3580â3592, 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, âSmart Energy Storage Management via Information Systems Design,â <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, âA Capacity-Price Game for Uncertain Renewables Resources,â <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, âScenario Forecasting of Residential Load Profiles,â <i>IEEE Journal on Selected Areas in Communications, Special Issue on Communications and Data Analytics in Smart Grid</i>, vol. 38, no. 1, pp. 84â95, 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, âLow-Carbon Operation of Multiple Energy Systems Based on Energy-Carbon Integrated Prices,â <i>IEEE Transactions on Smart Grid</i>, vol. 11, no. 2, pp. 1307â1318, 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, âFast Calculation of Probabilistic Power Flow: A Model-Based Deep Learning Approach,â <i>IEEE Transactions on Smart Grid</i>, vol. 11, no. 3, pp. 2235â2244, 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, âUncertainty in Multicommodity Routing Networks: When Does It Help?,â <i>IEEE Transactions on Automatic Control</i>, vol. 65, no. 11, pp. 4600â4615, 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, âData-Driven Optimal Voltage Regulation Using Input Convex Neural Networks,â <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, âLearning to Solve Network Flow Problems via Neural Decoding,â <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, âNon-Wire Alternatives: An Additional Value Stream for Distributed Energy Resources,â <i>IEEE Transactions on Sustainable Energy</i>, vol. 11, no. 3, pp. 1287â1299, 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, âParticipation of an Energy Storage Aggregator in Electricity Markets,â <i>IEEE Transactions on Smargrid</i>, vol. 10, no. 2, pp. 1171â1183, 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, âMitigation of Coincident Peak Charges via Approximate Dynamic Programming,â in <i>IEEE Conf. Decision and Control (CDC)</i>, 2019, pp. 4202â4207. </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, âA tractable ellipsoidal approximation for voltage regulation problems,â in <i>American Control Conference (ACC)</i>, 2019, pp. 1301â1306. </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, âDistribution System Voltage Control under Uncertainties using Tractable Chance Constraints,â <i>IEEE Transactions on Power Systems</i>, vol. 34, no. 6, pp. 5208â5216, 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, âLagrangian Relaxation with Incremental Proximal Method for Economic Dispatch with Large Numbers of Wind Power Scenarios,â <i>IEEE Transactions on Power Systems</i>, vol. 34, no. 4, pp. 2685â2695, 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, âOptimal Control Via Neural Networks: A Convex Approach,â 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, âExploiting Vulnerabilities of Load Forecasting Through Adversarial Attacks,â in <i>Proceedings of the Tenth ACM International Conference on Future Energy Systems</i>, 2019, pp. 1â11. </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, âCournot Games with Uncertainty: Coalitions, Competition, and Efficiency,â <i>IEEE Transaction on Control of Networked Systems</i>, vol. 6, no. 2, pp. 884â896, 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, âA Distributed Online Pricing Strategy for Demand Response Programs,â <i>IEEE Transactions on Smartgrid</i>, vol. 10, no. 1, pp. 350â360, 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, âOptimal Battery Control Under Cycle Aging Mechanisms,â <i>IEEE Transactions on Automatic Control</i>, vol. 64, no. 6, pp. 2324â2339, 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, âReal-Time Prediction of the Duration of Distribution System Outages,â <i>IEEE Transactions on Power Systems</i>, vol. 34, no. 1, pp. 773â781, 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, âOptimal Battery Participation in Frequency Regulation Markets,â <i>IEEE Transactions on Power Systems</i>, vol. 33, no. 6, pp. 6715â6725, 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, âNon-Wire Alternatives to Capacity Expansion,â 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, âBayesian Renewables Scenario Generation via Deep Generative Networks,â 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, âAccurate Semidefinite Programming Models for Optimal Power Flow in Distribution Systems,â 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, âEnergy Storage Arbitrage in Real-Time Markets Via Reinforcement Learning,â 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, âAn Unsupervised Deep Learning Approach for Scenario Forec
2750asts,â in <i>Power Systems Computation Conference (PSCC)</i>, 2018, pp. 1â7. </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, âBig Data and Deep Learning Platform for Terabyte-Scale Renewable Datasets,â 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, âA Capacity-Price Game for Uncertain Renewables Resources,â 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, âOptimal Design of Virtual Inertia and Damping Coefficients for Virtual Synchronous Machines,â 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, âUsing Battery Storage for Peak Shaving and Frequency Regulation: Joint Optimization for Superlinear Gains,â <i>IEEE Transaction on Power Systems</i>, vol. 33, no. 3, pp. 2882â2894, 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, âAn AllâDigital TrueâRandomâNumber Generator with Integrated Deâcorrelation and BiasâCorrection at 3.2âtoâ86 Mb/s, 28882.58 pJ/bit in 65 nm CMOS,â 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 AllâDigital TrueâRandomâNumber Generator with Integrated Deâcorrelation and BiasâCorrection at 3.2âtoâ86 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, âA Convex Cycle-based Degradation Model for Battery Energy Storage Planning and Operation,â 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, âAn Online Optimization Algorithm for Alleviating Contingencies in Transmission Networks,â <i>IEEE Transactions on Power Systems</i>, vol. 33, no. 5, pp. 5572â5582, 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, âA 65nm CMOS 3.2-to-86 Mbps 2.58 pJ/b Highly Digital True Random-Number Generator with Integrated De-correlation and Bias Correction,â <i>IEEE Solid-State Circuits Letters</i>, vol. 1, no. 12, pp. 237â240, 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, âData Driven Spatio-Temporal Modeling of Parking Demand,â 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, âTractable and Robust Modeling of Building Flexibility Using Coarse Data,â <i>IEEE Transactions on Power Systems</i>, vol. 33, no. 5, pp. 5456â5468, 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, âModeling Curbside Parking as a Network of Finite Capacity Queues,â <i>IEEE Transactions on Intelligent Transportation Systems</i>, vol. 21, no. 3, pp. 1011â1022, 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, âEfficient Scenario Generation of Multiple Renewable Power Plants Considering Spatial and Temporal Correlations,â <i>Applied Energy</i>, vol. 221, pp. 348â357, 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, âModel-Free Renewables Scenario Generation Using Generative Adversarial Networks,â <i>IEEE Transaction on Power Systems</i>, vol. 33, no. 3, pp. 3265â3275, 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, âOptimal Regulation Response of Batteries Under Cycle Aging Mechanisms,â 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, âOnline Active Learning Via Thresholding,â 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, âA Sparse Linear Model and Significance Test for Individual Consumption Prediction,â <i>IEEE Transactions on Power Systems</i>, vol. 32, no. 6, pp. 4489â4500, 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, âHow much urban traffic is searching for parking,â <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, âOptimizing Curbside Parking Resources Subject to Congestion Constraints,â 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, âDistribution System Voltage Control under Uncertainties,â 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, âModeling and Optimization of Complex Building Energy Systems with Deep Neural Networks,â 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, âLearning Temporal Dependence from Time-Series Data with Latent Variables,â in <i>Proc. IEEE Int. Conf. Data Science and Advanced Analytics (DSAA)</i>, 2016, pp. 253â262. </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, âTo Observe or Not to Observe: Queuing Game Framework for Urban Parking,â 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, âLeveraging energy storage to optimize data center electricity cost in emerging power markets,â 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, âAn Optimal Treatment Assignment Strategy to Evaluate Demand Response Effect,â 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, âAutoregressive model for individual consumption data - Sparsity recovery and significance test,â in <i>Proc. IEEE Power and Energy Society General Meeting (PESGM)</i>, 2016, pp. 1â5. </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, âEstimating treatment effects in demand response,â in <i>Proc. IEEE Statistical Signal Processing Workshop (SSP)</i>, 2016, pp. 1â5. </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, âStability of interconnected DC converters,â in <i>Proc. 54th IEEE Conf. Decision and Control (CDC)</i>, 2015, pp. 9â14. </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, âAn optimal and distributed method for voltage regulation in power distribution systems,â <i>Power Systems, IEEE Transactions on</i>, vol. 30, no. 4, pp. 1714â1726, 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, âCompetition and Coalition Formation of Renewable Power Producers,â <i>IEEE Transactions on Power Systems</i>, vol. 30, no. 3, pp. 1624â1632, 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, âDo wind power producers have market power and exercise it?,â in <i>IEEE PES General Meeting</i>, 2014, pp. 1â5. </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, âGeometry of power flows and optimization in distribution networks,â <i>IEEE Transactions on Power Systems</i>, vol. 29, no. 2, pp. 572â583, 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, âAggregation for load servicing,â in <i>PES General Meeting| Conference & Exposition, 2014 IEEE</i>, 2014, pp. 1â5. </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 \& 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, âNetwork Risk Limiting Dispatch: Optimal Control and Price of Uncertainty,â <i>IEEE Transactions on Automatic Control</i>, vol. 59, no. 9, pp. 2442â2456, 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, âA local control approach to voltage regulation in distribution networks,â in <i>Proc. North American Power Symp. (NAPS)</i>, 2013, pp. 1â6. </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, âControl and Optimization of Power Systems with Renewables: Voltage Regulation and Generator Dispatch,â 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, âGeometry of injection regions of power networks,â <i>IEEE Transactions on Power Systems</i>, vol. 28, no. 2, pp. 788â797, 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=&arnumber=6290429}, 3755 publisher = {IEEE} 3756} 3757</pre> 3758 </div> 3759 3760 3761 <li><a href="http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&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, âRisk limiting dispatch with ramping constraints,â in <i>Proc. IEEE Int Smart Grid Communications (SmartGridComm) Conf</i>, 2013, pp. 791â796. </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, âRisk limiting dispatch in congested networks,â in <i>Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on</i>, 2013, pp. 7568â7575. </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, âRisk limiting dispatch in congested networks,â in <i>Proc. 50th Annual Allerton Conf. Communication, Control, and Computing (Allerton)</i>, 2012, pp. 1900â1907. </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, âGeometry of power flows in tree networks,â in <i>Power and Energy Society General Meeting, 2012 IEEE</i>, 2012, pp. 1â8. </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, âDistributed algorithms for optimal power flow problem,â in <i>Decision and Control (CDC), 2012 IEEE 51st Annual Conference on</i>, 2012, pp. 430â437. </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=&arnumber=6427082} 3893} 3894</pre> 3895 </div> 3896 3897 3898 <li><a href="http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&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, âOptimal distributed voltage regulation in power distribution networks,â 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, âGeometry of feasible injection region of power networks,â in <i>Communication, Control, and Computing (Allerton), 2011 49th Annual Allerton Conference on</i>, 2011, pp. 1508â1515. </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=&arnumber=6120346} 3942} 3943</pre> 3944 </div> 3945 3946 3947 <li><a href="http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&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, âDistributed storage for intermittent energy sources: Control design and performance limits,â in <i>Communication, Control, and Computing (Allerton), 2011 49th Annual Allerton Conference on</i>, 2011, pp. 1310â1317. </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, âReference-free audio matching for rendezvous,â in <i>IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)</i>, 2010, pp. 3570â3573. </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, âImpact of Feedback Delay on Closed-Loop Stability in Semiconductor Optical Amplifier Control Circuits,â <i>Journal of Lightwave Technology</i>, vol. 27, no. 9, pp. 1095â1107, 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, âDelay-tolerant control design for Semiconductor Optical Amplifiers,â in <i>American Control Conference (ACC)</i>, 2008, pp. 4154â4160. </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, â3-D computational analysis of hemodynamic shear stresses on the aortic value,â 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, âControl and Optimization of Power Systems with Renewables: Voltage Regulation and Generator Dispatch,â 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
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4144 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
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