Publications
Publications by Research Area
Publications by Division
X Author: Ming Jin
2020
Chen, Bingqing, Ming Jin, Zhe Wang, Tianzhen Hong, and Mario Bergés."Towards Off-policy Evaluation as a Prerequisite for Real-world Reinforcement Learning in Building Control."BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and TransportationProceedings of the 1st International Workshop on Reinforcement Learning for Energy Management in Buildings & Cities
(2020). DOI
2019
Jia, Ruoxi, Ming Jin, Kaiyu Sun, Tianzhen Hong, and Costas Spanos."Advanced Building Control via Deep Reinforcement Learning."Energy Procedia
158 (2019) 6158 - 6163. DOI
Jin, Ming, Ruoxi Jia, Hari Prasanna Das, Wei Feng, and Costas Spanos."BISCUIT: Building Intelligent System Customer Investment Tools."Energy Procedia
158 (2019) 6152 - 6157. DOI
Bao, Yi, Jian Xu, Wei Feng, Yuanzhang Sun, Siyang Liao, Rongxin Yin, Yazhou Jiang, Ming Jin, and Chris Marnay."Provision of secondary frequency regulation by coordinated dispatch of industrial loads and thermal power plants."Applied Energy
241 (2019) 302 - 312. DOI
2018
Wang, Xuan, Ming Jin, Wei Feng, Gequn Shu, Hua Tian, and Youcai Liang."Cascade energy optimization for waste heat recovery in distributed energy systems."Applied Energy
230 (2018) 679 - 695. DOI
Feng, Wei, Ming Jin, Xu Liu, Yi Bao, Chris Marnay, Cheng Yao, and JianCheng Yu."A Review of Microgrid Development in the United States – a Decade of Progress on Policies, Demonstrations, Controls, and Software Tools."Applied Energy
228 (2018) 1656 - 1668. DOI
Feng, Wei, Ming Jin, Xu Liu, Yi Bao, Chris Marnay, Cheng Yao, and JianCheng Yu."A review of microgrid development in the United States – A decade of progress on policies, demonstrations, controls, and software tools."Applied Energy
228 (2018) 1656 - 1668. DOI
Feng, Wei, Ming Jin, Xu Liu, Yi Bao, Chris Marnay, Cheng Yao, and JianCheng Yu."A review of microgrid development in the United States – A decade of progress on policies, demonstrations, controls, and software tools."Applied Energy
228 (2018) 1656 - 1668. DOI
Jin, Ming, Wei Feng, Chris Marnay, and Costas Spanos."Microgrid to enable optimal distributed energy retail and end-user demand response."Applied Energy
210 (2018) 1321 - 1335. DOI
2016
Jin, Ming, Wei Feng, Ping Liu, Chris Marnay, and Costas Spanos."MOD-DR: Microgrid optimal dispatch with demand response."Applied Energy
187 (2016). DOI
Liu, Ping, Wei Feng, Chris Marnay, Spencer M Dutton, Ming Jin, Lingwei Zheng, and Nan Zhou."Towards the Optimal Development of Low-Carbon Community Energy Systems."2016 ACEEE Summer Study on Energy Efficiency in Buildings
(2016).