Publications

2022

Gehbauer, Christoph, Andreas S. Rippl, and Eleanor S. Lee."Advanced Control of Dynamic Facades and HVAC with Reinforcement Learning."Building Simulation 2021 (2022).

2021

Touzani, Samir, Anand Prakash, Zhe Wang, Shreya Agarwal, Marco Pritoni, Mariam Kiran, Richard E. Brown, and Jessica Granderson."Controlling distributed energy resources via deep reinforcement learning for load flexibility and energy efficiency."Applied Energy 304 (2021) 117733. DOI
Moreira, Alexandre, Miguel Heleno, and Alan Valenzuela."A Risk-Averse Approach for Distribution Grid Expansion Planning."Energies 14.24 (2021) 8482. DOI
Morozovska, Kateryna, Miguel Heleno, Alan Valenzuela Meza, and Patrik Hilber."Including Dynamic Line Rating Into the Optimal Planning of Distributed Energy Resources."IEEE Transactions on Smart Grid 12.6 (2021) 5052 - 5059. DOI
Gust, Gunther, Tobias Brandt, Salman Mashayekh, Miguel Heleno, Nicholas DeForest, michael stadler, and Dirk Neumann."Strategies for microgrid operation under real-world conditions."European Journal of Operational Research 292.1 (2021) 339 - 352. DOI
Saumweber, Andrea, Lars Wederhake, Gonçalo Cardoso, Gilbert Fridgen, and Miguel Heleno."Designing Pareto optimal electricity retail rates when utility customers are prosumers."Energy Policy (2021) 112339. DOI
Ribó-Pérez, David, Miguel Heleno, and Carlos Álvarez-Bel."The flexibility gap: Socioeconomic and geographical factors driving residential flexibility."Energy Policy 153 (2021) 112282. DOI
Gallego-Castillo, Cristobal, Miguel Heleno, and Marta Victoria."Self-consumption for energy communities in Spain: A regional analysis under the new legal framework."Energy Policy 150.C (2021) 112144. DOI
Marques, Luciana, Wadaed Uturbey, and Miguel Heleno."An Integer Non-Cooperative Game Approach for the Transactive Control of Thermal Appliances in Energy Communities."Energies 14.21 (2021) 6971. DOI
Rossi, Federico, Miguel Heleno, Riccardo Basosi, and Adalgisa Sinicropi."LCA driven solar compensation mechanism for Renewable Energy Communities: the Italian case."Energy 235 (2021) 121374. DOI

2020

Heleno, Miguel, and Zhengwei Ren."Multi-energy Microgrid Planning Considering Heat Flow Dynamics."IEEE Transactions on Energy Conversion (2020) 1 - 1. DOI
Heleno, Miguel, David Sehloff, Antonio Coelho, and Alan Valenzuela."Probabilistic impact of electricity tariffs on distribution grids considering adoption of solar and storage technologies."Applied Energy 279 (2020) 115826. DOI
Rossi, Federico, Miguel Heleno, Riccardo Basosi, and Adalgisa Sinicropi."Environmental and economic optima of solar home systems design: A combined LCA and LCC approach."Science of The Total Environment 744 (2020) 140569. DOI
MacDonald, Jason S., Evangelos Vrettos, and Duncan S. Callaway."A Critical Exploration of the Efficiency Impacts of Demand Response From HVAC in Commercial Buildings."Proceedings of the IEEE 108.9 (2020) 1623 - 1639. DOI
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).
Gerke, Brian F., Giulia Gallo, Sarah Josephine Smith, Jingjing Liu, Shuba V. Raghavan, Peter Schwartz, Mary Ann Piette, Rongxin Yin, and Sofia Stensson."The California Demand Response Potential Study, Phase 3: Final Report on the Shift Resource through 2030." (2020). DOI
Heleno, Miguel, Carmen Bas Domenech, Gonçalo Cardoso, and Salman Mashayekh."The microgrid investment and planning in rural locations."Microgrids for Rural Areas: Research and case studies (2020) 33 - 54.
Maheshwari, Aditya, Miguel Heleno, and Michael Ludkovski."The effect of rate design on power distribution reliability considering adoption of distributed energy resources."Applied Energy 268 (2020) 114964. DOI
Gehbauer, Christoph, Joscha Mueller, Tucker Jennings Swenson, and Evangelos Vrettos."Photovoltaic and Behind-the-Meter Battery Storage: Advanced Smart Inverter Controls and Field Demonstration." (2020).
Dobbe, Roel, Oscar Sondermeijer, David Fridovich-Keil, Daniel 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. DOI
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) (2020). DOI
Lindberg, Julia, Miguel Heleno, Gonçalo Cardoso, and Alan Valenzuela."A Multi- Period Investment Model for Behind-the-Meter PV and Storage."2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT) (2020). DOI
Gehbauer, Christoph, David H. Blum, Taoning Wang, and Eleanor S. Lee."An assessment of the load modifying potential of model predictive controlled dynamic facades within the California context."Energy and Buildings 210 (2020) 109762. DOI
Sankur, Michael D., Maxime Baudette, Jason S. MacDonald, Daniel Arnold, and Tung Bui."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 (2020). DOI
Lee, Eleanor S., Anothai Thanachareonkit, D. Charlie Curcija, Gregory J. Ward, Taoning Wang, David Geisler-Moroder, Christoph Gehbauer, John Breshears, Luis L. Fernandes, Stephen E. Selkowitz, Robert Hart, Christian Kohler, David H. Blum, Jinqing Peng, and Howdy Goudey."High-Performance Integrated Window and Façade Solutions for California." (2020).