Publications
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2020
Prakash, Anand, Samir Touzani, Mariam Kiran, Shreya Agarwal, Marco Pritoni, and Jessica Granderson."Deep Reinforcement Learning in Buildings: Implicit Assumptions and their Impact."RLEM'20: Proceedings of the 1st International Workshop on Reinforcement Learning for Energy Management in Buildings & Cities
(2020). DOI
2019
Ren, Zhengwei, Ying Chen, Shaowei Huang, Miguel Heleno, and Yue Xia."A Fully Distributed Coordination Method for Fast Decoupled Multi-Region State Estimation."IEEE Access
7 (2019) 132859 - 132870. DOI
iria, jose, Miguel Heleno, and Gonçalo Cardoso."Optimal sizing and placement of energy storage systems and on-load tap changer transformers in distribution networks."Applied Energy
250 (2019) 1147 - 1157. DOI
Domenech, Carmen Bas, and Miguel Heleno."Estimating the Value of Second Life Batteries for Residential Prosumers."2019 IEEE Milan PowerTech2019 IEEE Milan PowerTech
(2019). DOI
Swenson, Tucker Jennings, Evangelos Vrettos, Joscha Mueller, and Christoph Gehbauer."Open µPMU Event Dataset: Detection and Characterization at LBNL Campus."2019 IEEE Power & Energy Society General Meeting (PESGM)
(2019). DOI
Domenech, Carmen Bas, and Miguel Heleno."Comparing Values of Second Life Batteries to Different Classes of Prosumers in California."2019 IEEE Green Technologies Conference(GreenTech)2019 IEEE Green Technologies Conference(GreenTech)
(2019). DOI
Zheng, Xueying, Qiang Shi, Yan Wang, Vincent S Battaglia, Yunhui Huang, and Honghe Zheng."The role of carbon bond types on the formation of solid electrolyte interphase on graphite surfaces."Carbon
148 (2019) 105 - 114. DOI
Vrettos, Evangelos, and Christoph Gehbauer."A Hybrid Approach for Short-Term PV Power Forecasting in Predictive Control Applications."2019 IEEE Milan PowerTech
(2019). DOI
Moreira, Alexandre, Goran Strbac, and Bruno Fanzeres."An ambiguity averse approach for transmission expansion planning."2019 IEEE Milan PowerTech2019 IEEE Milan PowerTech
(2019). DOI
Gehbauer, Christoph."CyDER: A Cyber Physical Co-simulation Platform for Distributed Energy Resources in Smartgrids."
(2019).
2018
Cardoso, Gonçalo, thomas brouhard, Nicholas DeForest, Dai Wang, Miguel Heleno, and Leander Kotzur."Battery aging in multi-energy microgrid design using mixed integer linear programming."Applied Energy
231 (2018) 1059 - 1069. DOI
Grover-Silva, Etta, Miguel Heleno, Salman Mashayekh, Gonçalo Cardoso, Robin Girard, and George Kariniotakis."A Stochastic Optimal Power Flow for Scheduling Flexible Resources in Microgrids Operation."
(2018).
Nouidui, Thierry S, Jonathan Coignard, Christoph Gehbauer, Michael Wetter, Jhi-Young Joo, and Evangelos Vrettos."CyDER – an FMI-based co-simulation platform for distributed energy resources."Journal of Building Performance Simulation
12.5 (2018) 566 - 579. DOI
Johnson, Jay, Adam Summers, Rachid Darbali-Zamora, Javier Hernandez-Alvidrez, Jimmy Quiroz, Daniel Arnold, and Jithendar Anandan."Distribution Voltage Regulation Using Extremum Seeking Control With Power Hardware-in-the-Loop."IEEE Journal of Photovoltaics
8.6 (2018) 1824 - 1832. DOI
Ruan, Yanli, Xiangyun Song, Yanbao Fu, Chengyu Song, and Vincent S Battaglia."Structural evolution and capacity degradation mechanism of LiNi0.6Mn0.2Co0.2O2 cathode materials."Journal of Power Sources
400 (2018) 539 - 548. DOI
Wenzel, George, Matias Negrete-Pincetic, Daniel E Olivares, Jason S MacDonald, and Duncan S Callaway."Real-Time Charging Strategies for an Electric Vehicle Aggregator to Provide Ancillary Services."IEEE Transactions on Smart Grid
9.5 (2018) 5141 - 5151. DOI
Abreu, C, D Rua, P Machado, J A. Pecas Lopes, and Miguel Heleno."Advanced Energy Management for Demand Response and Microgeneration Integration."2018 Power Systems Computation Conference (PSCC)2018 Power Systems Computation Conference (PSCC)
(2018). DOI
Moreira, Alexandre, Bruno Fanzeres, and Goran Strbac."Energy and reserve scheduling under ambiguity on renewable probability distribution."Electric Power Systems Research
160 (2018) 205 - 218. DOI
Cardoso, Gonçalo, Miguel Heleno, and Nicholas DeForest."ROMDST - An Optimal Design Support Tool for Remote, Resilient, and Reliable Microgrids, Phase II - Final Report."
(2018).
Fernandes, Luis L, Eleanor S Lee, Darryl J Dickerhoff, Anothai Thanachareonkit, Taoning Wang, and Christoph Gehbauer."Electrochromic Window Demonstration at the John E. Moss Federal Building, 650 Capitol Mall, Sacramento, California."
(2018).
Eto, Joseph H, John Undrill, Peter Mackin, and Jeffrey Ellis."Frequency Control Requirements for Reliable Interconnection Frequency Response."Interconnection Frequency Response
(2018).
Undrill, John."Primary Frequency Response and Control of Power System Frequency."Interconnection Frequency Reponse
(2018).
Undrill, John, Peter Mackin, and Jeffrey Ellis."Relating the Microcosm Simulations to Full-Scale Grid Simulations."Interconnection Frequency Response
(2018).
DeForest, Nicholas, Jason S MacDonald, and Douglas R Black."Day ahead optimization of an electric vehicle fleet providing ancillary services in the Los Angeles Air Force Base vehicle-to-grid demonstration."Applied Energy
210 (2018) 987 - 1001. DOI