Publications

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2020
Sankur, Michael D, Maxime Baudette, Jason S MacDonald, and Daniel B Arnold. "Batch Measurement Extremum Seeking Control of Distributed Energy Resources to Account for Communication Delays and Information Loss." Hawaii International Conference on System SciencesProceedings of the 53rd Hawaii International Conference on System Sciences. Trans. Bui, Tung. Hawaii International Conference on System Sciences, 2020.
Singh, Reshma, Anand Prakash, Mary Ann Piette, and Shreya Agarwal. "A Community Energy Operations and Planning System: Concept, Use cases, Metrics, and Benefits." The American Council for an Energy-Efficient Economy. 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.
Baudette, Maxime, Daniel Arnold, Craig Breaden, Michael D Sankur, Duncan S Callaway, and Jason S MacDonald. "HIL-validation of an Extremum Seeking-based Controller for Advanced DER Management." 2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT)2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT). Washington, DC, USA: IEEE, 2020.
Roberts, Ciaran, Anna Scaglione, Mahdi Jamei, Reinhard Gentz, Sean Peisert, Emma M Stewart, Chuck McParland, Alex McEachern, and Daniel B Arnold. "Learning Behavior of Distribution System Discrete Control Devices for Cyber-Physical Security." IEEE Transactions on Smart Grid 11.1 (2020) 749 - 761.
Dobbe, Roel, Werner van Westering, Stephan Liu, Daniel B Arnold, Duncan S Callaway, and Claire Tomlin. "Linear Single- and Three-Phase Voltage Forecasting and Bayesian State Estimation With Limited Sensing." IEEE Transactions on Power Systems 35.3 (2020) 1674 - 1683.
Schweitzer, Eran, Shammya Saha, Anna Scaglione, Nathan G Johnson, and Daniel B Arnold. "Lossy DistFlow Formulation for Single and Multiphase Radial Feeders." IEEE Transactions on Power Systems 35.3 (2020) 1758 - 1768.
Sankur, Michael D, Roel Dobbe, Alexandra von Meier, and Daniel B Arnold. "Model-Free Optimal Voltage Phasor Regulation in Unbalanced Distribution Systems." IEEE Transactions on Smart Grid 11.1 (2020) 884 - 894.
Dobbe, Roel, Oscar Sondermeijer, David Fridovich-Keil, Daniel B Arnold, Duncan S Callaway, and Claire Tomlin. "Toward Distributed Energy Services: Decentralizing Optimal Power Flow With Machine Learning." IEEE Transactions on Smart Grid 11.2 (2020) 1296 - 1306.
2017
Abreu, C., D. Rua, T. Costa, P. Machado, J.A. Peças Lopes, and Miguel Heleno. "AnyPLACE — An energy management system to enhance demand response participation." 2017 IEEE Manchester PowerTech2017 IEEE Manchester PowerTech. Manchester, United Kingdom: IEEE, 2017.
Armendariz, M., Miguel Heleno, Gonçalo Cardoso, Salman Mashayekh, Michael Stadler, and L. Nordström. "Coordinated Microgrid Investment and Planning Process Considering the System Operator." Applied Energy 200 (2017) 132-140. LBNL-2001058.
Alstone, Peter, Jennifer Potter, Mary Ann Piette, Peter Schwartz, Michael A Berger, Laurel N Dunn, Sarah Josephine Smith, Michael D Sohn, Arian Aghajanzadeh, Sofia Stensson, and Julia Szinai. Demand Response Potential for California SubLAPs and Local Capacity Planning Areas: An Addendum to the 2025 California Demand Response Potential Study - Phase 2. 2017. LBNL-2001114.
Alstone, Peter, Jennifer Potter, Mary Ann Piette, Peter Schwartz, Michael A Berger, Laurel N Dunn, Sarah Josephine Smith, Michael D Sohn, Arian Aghajanzadeh, Sofia Stensson, and Julia Szinai. Demand Response Potential for California SubLAPs and Local Capacity Planning Areas: An Addendum to the 2025 California Demand Response Potential Study - Phase 2. 2017. LBNL-2001114.
Arnold, Daniel B, Michael D Sankur, Matias Negrete-Pincetic, and Duncan S Callaway. "Model-Free Optimal Coordination of Distributed Energy Resources for Provisioning Transmission-Level Services." IEEE Transactions on Power Systems 33.1 (2017) 817 - 828.

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