Multi-energy Scheduling of an Industrial Integrated Energy System by Reinforcement Learning Based Differential Evolution

IEEE Transactions on Green Communications and Networking ◽

10.1109/tgcn.2021.3061789 ◽

2021 ◽

pp. 1-1

Author(s):

Zhengwei Xu ◽

Guangjie Han ◽

Li Liu ◽

Miguel Martinez-Garcia ◽

Zhijian Wang

Keyword(s):

Reinforcement Learning ◽

Differential Evolution ◽

Energy System ◽

Integrated Energy System

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Automatic generation control of ubiquitous power Internet of Things integrated energy system based on deep reinforcement learning

Scientia Sinica Technologica ◽

10.1360/sst-2019-0199 ◽

2019 ◽

Vol 50 (2) ◽

pp. 221-234 ◽

Author(s):

Lu YU ◽

Wei HU ◽

Xian ZHANG ◽

Lei XI

Keyword(s):

Reinforcement Learning ◽

Internet Of Things ◽

Energy System ◽

Automatic Generation ◽

Automatic Generation Control ◽

Integrated Energy System ◽

Generation Control

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Optimal Operation of Integrated Energy System Based on Deep Reinforcement Learning

2020 Chinese Automation Congress (CAC) ◽

10.1109/cac51589.2020.9326839 ◽

2020 ◽

Author(s):

Fangchi Zhang ◽

Fan Zhou ◽

Jun Zhao ◽

Wei Wang

Keyword(s):

Reinforcement Learning ◽

Energy System ◽

Optimal Operation ◽

Integrated Energy System

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Dynamic energy dispatch strategy for integrated energy system based on improved deep reinforcement learning

Energy ◽

10.1016/j.energy.2021.121377 ◽

2021 ◽

pp. 121377

Author(s):

Ting Yang ◽

Liyuan Zhao ◽

Wei Li ◽

Albert Y. Zomaya

Keyword(s):

Reinforcement Learning ◽

Energy System ◽

Integrated Energy System

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Energy Management of Integrated Energy System Based on Stackelberg Game and Deep Reinforcement Learning

2020 IEEE 4th Conference on Energy Internet and Energy System Integration (EI2) ◽

10.1109/ei250167.2020.9346692 ◽

2020 ◽

Author(s):

Yiting Wang ◽

Zhao Yang ◽

Ling Dong ◽

Shaowei Huang ◽

Wei Zhou

Keyword(s):

Reinforcement Learning ◽

Energy Management ◽

Stackelberg Game ◽

Energy System ◽

Integrated Energy System

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Improved differential evolution algorithm for integrated energy system scheduling

10.1109/cieec50170.2021.9510799 ◽

2021 ◽

Author(s):

Zihao Pang ◽

Zhenya Ji ◽

Zishan Guo ◽

Jinlong Zhang

Keyword(s):

Differential Evolution ◽

Differential Evolution Algorithm ◽

Energy System ◽

Integrated Energy System ◽

Evolution Algorithm ◽

Improved Differential Evolution Algorithm

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Evolutionary computing assisted deep reinforcement learning for multi-objective integrated energy system management

10.1109/ictai52525.2021.00082 ◽

2021 ◽

Author(s):

Chao Huang ◽

Long Wang ◽

Xiong Luo ◽

Hongcai Zhang ◽

Yonghua Song

Keyword(s):

Reinforcement Learning ◽

Evolutionary Computing ◽

Energy System ◽

System Management ◽

Multi Objective ◽

Integrated Energy System

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Coordinated load frequency control of multi-area integrated energy system using multi-agent deep reinforcement learning

Applied Energy ◽

10.1016/j.apenergy.2021.117900 ◽

2022 ◽

Vol 306 ◽

pp. 117900

Author(s):

Jiawen Li ◽

Tao Yu ◽

Xiaoshun Zhang

Keyword(s):

Reinforcement Learning ◽

Frequency Control ◽

Energy System ◽

Load Frequency Control ◽

Load Frequency ◽

Integrated Energy System ◽

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Review for "An attention‐based CNN‐LSTM‐BiLSTM model for short‐term electric load forecasting in integrated energy system"

10.1002/2050-7038.12637/v1/review2 ◽

2020 ◽

Author(s):

Fengzhang Luo

Keyword(s):

Load Forecasting ◽

Energy System ◽

Electric Load ◽

Integrated Energy System ◽

Electric Load Forecasting

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Decision letter for "An attention‐based CNN‐LSTM‐BiLSTM model for short‐term electric load forecasting in integrated energy system"

10.1002/2050-7038.12637/v1/decision1 ◽

2020 ◽

Keyword(s):

Load Forecasting ◽

Energy System ◽

Electric Load ◽

Integrated Energy System ◽

Electric Load Forecasting

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Review for "An attention‐based CNN‐LSTM‐BiLSTM model for short‐term electric load forecasting in integrated energy system"

10.1002/2050-7038.12637/v2/review3 ◽

2020 ◽

Keyword(s):

Load Forecasting ◽

Energy System ◽

Electric Load ◽

Integrated Energy System ◽

Electric Load Forecasting

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