Reinforcement Learning Based Pricing for Demand Response

2018 IEEE International Conference on Communications Workshops (ICC Workshops) ◽

10.1109/iccw.2018.8403783 ◽

2018 ◽

Author(s):

Amir Ghasemkhani ◽

Lei Yang

Keyword(s):

Reinforcement Learning ◽

Demand Response

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Benchmarking reinforcement learning algorithms for demand response applications

2020 IEEE PES Innovative Smart Grid Technologies Europe (ISGT-Europe) ◽

10.1109/isgt-europe47291.2020.9248800 ◽

2020 ◽

Author(s):

Brida V. Mbuwir ◽

Carlo Manna ◽

Fred Spiessens ◽

Geert Deconinck

Keyword(s):

Reinforcement Learning ◽

Demand Response ◽

Learning Algorithms

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Deep Reinforcement Learning for Demand Response in Distribution Networks

IEEE Transactions on Smart Grid ◽

10.1109/tsg.2020.3037066 ◽

2020 ◽

pp. 1-1

Author(s):

Shahab Bahrami ◽

Yu Christine Chen ◽

Vincent W.S. Wong

Keyword(s):

Reinforcement Learning ◽

Demand Response ◽

Distribution Networks

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Incentive-based demand response for smart grid with reinforcement learning and deep neural network

Applied Energy ◽

10.1016/j.apenergy.2018.12.061 ◽

2019 ◽

Vol 236 ◽

pp. 937-949 ◽

Author(s):

Renzhi Lu ◽

Seung Ho Hong

Keyword(s):

Neural Network ◽

Reinforcement Learning ◽

Demand Response ◽

Deep Neural Network

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Intelligent demand response resource trading using deep reinforcement learning

CSEE Journal of Power and Energy Systems ◽

10.17775/cseejpes.2020.05540 ◽

2021 ◽

Keyword(s):

Reinforcement Learning ◽

Demand Response

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Reinforcement Learning Method Based Load shifting strategy with Demand Response

10.23919/ccc52363.2021.9549975 ◽

2021 ◽

Author(s):

Lingwu Jin ◽

Zheng Chen ◽

Jinwei Li ◽

Tao Ye

Keyword(s):

Reinforcement Learning ◽

Demand Response ◽

Learning Method ◽

Load Shifting ◽

Shifting Strategy

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Multi‐objective electrical demand response policy generation considering customer response behaviour learning: An enhanced inverse reinforcement learning approach

IET Generation Transmission & Distribution ◽

10.1049/gtd2.12260 ◽

2021 ◽

Author(s):

Junhao Lin ◽

Yan Zhang ◽

Shuangdie Xu ◽

Haidong Yu

Keyword(s):

Reinforcement Learning ◽

Demand Response ◽

Learning Approach ◽

Inverse Reinforcement Learning ◽

Multi Objective ◽

Response Behaviour ◽

Electrical Demand ◽

Behaviour Learning ◽

Response Policy

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Emergency Frequency Control Strategy Using Demand Response Based on Deep Reinforcement Learning

2020 12th IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC) ◽

10.1109/appeec48164.2020.9220600 ◽

2020 ◽

Author(s):

Qinfeng Ma ◽

Heng Zhang ◽

Xianqiang He ◽

Jianxing Tang ◽

Xiaoqing Yuan ◽

...

Keyword(s):

Reinforcement Learning ◽

Demand Response ◽

Control Strategy ◽

Frequency Control

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Deep Reinforcement Learning Method for Demand Response Management of Interruptible Load

IEEE Transactions on Smart Grid ◽

10.1109/tsg.2020.2967430 ◽

2020 ◽

Vol 11 (4) ◽

pp. 3146-3155 ◽

Author(s):

Biao Wang ◽

Yan Li ◽

Weiyu Ming ◽

Shaorong Wang

Keyword(s):

Reinforcement Learning ◽

Demand Response ◽

Learning Method ◽

Interruptible Load

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Demand Response Management for Industrial Facilities: A Deep Reinforcement Learning Approach

IEEE Access ◽

10.1109/access.2019.2924030 ◽

2019 ◽

Vol 7 ◽

pp. 82194-82205 ◽

Author(s):

Xuefei Huang ◽

Seung Ho Hong ◽

Mengmeng Yu ◽

Yuemin Ding ◽

Junhui Jiang

Keyword(s):

Reinforcement Learning ◽

Demand Response ◽

Learning Approach ◽

Industrial Facilities

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Demand Response Optimization for Mircogrid Clusters with Deep Reinforcement Learning

10.1109/icccnt51525.2021.9579612 ◽

2021 ◽

Author(s):

Ayush Sinha ◽

Mrigyen Sawant ◽

Harsh Kochar ◽

Adarsh Abhija ◽

Ritik Seth ◽

...

Keyword(s):

Reinforcement Learning ◽

Demand Response ◽

Response Optimization

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