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.

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2017
Cardoso, Gonçalo, Michael Stadler, Salman Mashayekh, and Elias Hartvigsson. "The impact of Ancillary Services in optimal DER investment decisions." Energy 130 (2017) 99-112. LBNL-2001059.

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2015
Lee, Eleanor S, Christoph Gehbauer, Brian E Coffey, Andrew McNeil, Michael Stadler, and Chris Marnay. "Integrated control of dynamic facades and distributed energy resources for energy cost minimization in commercial buildings." Solar Energy 122 (2015) 1384–1397. LBNL-1003927.

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Milan, Christian, Michael Stadler, Gonçalo Cardoso, and Salman Mashayekh. "Modelling of Non-linear CHP Efficiency Curves in Distributed Energy Systems." Applied Energy 148 (2015) 334-347. LBNL-6979E.

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