Weather-Aware Data-Driven Microgrid Energy Management Using Deep Reinforcement Learning

Mapping Intimacies ◽

10.1109/naps52732.2021.9654550 ◽

2021 ◽

Author(s):

Amin Shojaeighadikolaei ◽

Arman Ghasemi ◽

Alexandru G. Bardas ◽

Reza Ahmadi ◽

Morteza Hashemi

Keyword(s):

Reinforcement Learning ◽

Energy Management ◽

Data Driven ◽

Microgrid Energy Management

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Deep Reinforcement Learning for Stochastic Dynamic Microgrid Energy Management

10.1109/cieec50170.2021.9511049 ◽

2021 ◽

Author(s):

Linpeng Liu ◽

Jianquan Zhu ◽

Jiajun Chen ◽

Hanfang Ye

Keyword(s):

Reinforcement Learning ◽

Energy Management ◽

Stochastic Dynamic ◽

Microgrid Energy Management

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Intelligent Multi-Microgrid Energy Management Based on Deep Neural Network and Model-Free Reinforcement Learning

IEEE Transactions on Smart Grid ◽

10.1109/tsg.2019.2930299 ◽

2020 ◽

Vol 11 (2) ◽

pp. 1066-1076 ◽

Author(s):

Yan Du ◽

Fangxing Li

Keyword(s):

Neural Network ◽

Reinforcement Learning ◽

Energy Management ◽

Deep Neural Network ◽

Microgrid Energy Management

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Data-Driven Reinforcement Learning–Based Real-Time Energy Management System for Plug-In Hybrid Electric Vehicles

Transportation Research Record Journal of the Transportation Research Board ◽

10.3141/2572-01 ◽

2016 ◽

Vol 2572 (1) ◽

pp. 1-8 ◽

Author(s):

Xuewei Qi ◽

Guoyuan Wu ◽

Kanok Boriboonsomsin ◽

Matthew J. Barth ◽

Jeffrey Gonder

Keyword(s):

Reinforcement Learning ◽

Real Time ◽

Energy Management ◽

Electric Vehicles ◽

Management System ◽

Hybrid Electric Vehicles ◽

Data Driven ◽

Energy Management System ◽

Hybrid Electric

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Data-Driven Nonparametric Chance-Constrained Optimization for Microgrid Energy Management

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2019.2932078 ◽

2020 ◽

Vol 16 (4) ◽

pp. 2447-2457 ◽

Author(s):

Okan Ciftci ◽

Mahdi Mehrtash ◽

Amin Kargarian

Keyword(s):

Constrained Optimization ◽

Energy Management ◽

Data Driven ◽

Microgrid Energy Management

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Data-driven reinforcement-learning-based hierarchical energy management strategy for fuel cell/battery/ultracapacitor hybrid electric vehicles

Journal of Power Sources ◽

10.1016/j.jpowsour.2020.227964 ◽

2020 ◽

Vol 455 ◽

pp. 227964 ◽

Author(s):

Haochen Sun ◽

Zhumu Fu ◽

Fazhan Tao ◽

Longlong Zhu ◽

Pengju Si

Keyword(s):

Reinforcement Learning ◽

Fuel Cell ◽

Energy Management ◽

Electric Vehicles ◽

Management Strategy ◽

Hybrid Electric Vehicles ◽

Data Driven ◽

Energy Management Strategy ◽

Hybrid Electric

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Multiagent Reinforcement Learning With Learning Automata for Microgrid Energy Management and Decision Optimization

2020 Chinese Control And Decision Conference (CCDC) ◽

10.1109/ccdc49329.2020.9164742 ◽

2020 ◽

Author(s):

Xiaohan Fang ◽

Jinkuan Wang ◽

Chunhui Yin ◽

Yinghua Han ◽

Qiang Zhao

Keyword(s):

Reinforcement Learning ◽

Energy Management ◽

Learning Automata ◽

Decision Optimization ◽

Multiagent Reinforcement Learning ◽

Microgrid Energy Management

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Reinforcement learning for microgrid energy management

Energy ◽

10.1016/j.energy.2013.05.060 ◽

2013 ◽

Vol 59 ◽

pp. 133-146 ◽

Author(s):

Elizaveta Kuznetsova ◽

Yan-Fu Li ◽

Carlos Ruiz ◽

Enrico Zio ◽

Graham Ault ◽

...

Keyword(s):

Reinforcement Learning ◽

Energy Management ◽

Microgrid Energy Management

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An adaptive hierarchical energy management strategy for hybrid electric vehicles combining heuristic domain knowledge and data-driven deep reinforcement learning

IEEE Transactions on Transportation Electrification ◽

10.1109/tte.2021.3132773 ◽

2021 ◽

pp. 1-1

Author(s):

Bo Hu ◽

Jiaxi Li

Keyword(s):

Reinforcement Learning ◽

Energy Management ◽

Electric Vehicles ◽

Domain Knowledge ◽

Management Strategy ◽

Hybrid Electric Vehicles ◽

Data Driven ◽

Energy Management Strategy ◽

Hybrid Electric

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Multi-agent Bayesian Deep Reinforcement Learning for Microgrid Energy Management under Communication Failures

IEEE Internet of Things Journal ◽

10.1109/jiot.2021.3131719 ◽

2021 ◽

pp. 1-1

Author(s):

Hao Zhou ◽

Atakan Aral ◽

Ivona Brandic ◽

Melike Erol-Kantarci

Keyword(s):

Reinforcement Learning ◽

Energy Management ◽

Multi Agent ◽

Microgrid Energy Management

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Energy Management Strategy of Fuel Cell Electric Vehicles Using Model-Based Reinforcement Learning With Data-Driven Model Update

IEEE Access ◽

10.1109/access.2021.3072903 ◽

2021 ◽

Vol 9 ◽

pp. 59244-59254

Author(s):

Heeyun Lee ◽

Suk Won Cha

Keyword(s):

Reinforcement Learning ◽

Fuel Cell ◽

Energy Management ◽

Electric Vehicles ◽

Management Strategy ◽

Data Driven ◽

Energy Management Strategy ◽

Model Based ◽

Model Update ◽

Fuel Cell Electric Vehicles

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