Author Page for Bin Zhang

1.

Energy Management Strategy for Smart Homes Based on Deep Reinforcement Learning

Number of pages: 23 Posted: 02 May 2022

Kuangpu Liu, Bin Zhang, Wenlong Liao and Zhe Yang

Aalborg University, Aalborg University, affiliation not provided to SSRN and affiliation not provided to SSRN

Downloads 82 (790,029)

Citation 3

Abstract:

2.

Physical-Model-Free Intelligent Energy Management for a Grid-Connected Hybrid Wind-Microturbine-Pv-Ev Energy System Via Deep Reinforcement Learning Approach

Number of pages: 35 Posted: 13 May 2022

Bin Zhang, Weihao Hu, Xiao Xu, Tao Li, Zhenyuan Zhang and Zhe Chen

Aalborg University, University of Electronic Science and Technology of China (UESTC), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and Aalborg University

Downloads 71 (867,774)

Abstract:

3.

A Hybrid Data-Driven Method for Low-Carbon Economic Energy Management Strategy in Electricity-Gas Coupled Energy Systems Based on Transformer Network and Deep Reinforcement Learning

Number of pages: 31 Posted: 21 Apr 2022

Bin Zhang, Weihao Hu, Xiao Xu, Zhenyuan Zhang and Zhe Chen

Aalborg University, University of Electronic Science and Technology of China (UESTC), affiliation not provided to SSRN, affiliation not provided to SSRN and Aalborg University

Downloads 66 (907,769)

Citation 2

Abstract:

4.

Coordinated Carbon Capture Systems and Power-to-Gas Dynamic Economic Energy Dispatch Strategy for Electricity-Gas Coupled Systems Considering System Uncertainty: An Improved Soft Actor-Critic Approach

Number of pages: 30 Posted: 19 Aug 2022

Bin Zhang, Xuewei Wu, Amer M. Y. M. Ghias and Zhe Chen

Aalborg University, Aalborg University, affiliation not provided to SSRN and Aalborg University

Downloads 45 (1,133,231)

Citation 12

Abstract:

5.

A Double-Deck Deep Reinforcement Learning-Based Energy Dispatch Strategy for an Integrated Electricity and District Heating System Embedded with Thermal Inertial and Operational Flexibility

Number of pages: 29 Posted: 25 Jul 2022

Bin Zhang and Kuangpu Liu

Aalborg University and Aalborg University

Downloads 25 (1,385,945)

Citation 2

Bin Zhang

Aalborg University

5

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Scholarly Papers (5)

Energy Management Strategy for Smart Homes Based on Deep Reinforcement Learning

Abstract:

Physical-Model-Free Intelligent Energy Management for a Grid-Connected Hybrid Wind-Microturbine-Pv-Ev Energy System Via Deep Reinforcement Learning Approach

Abstract:

A Hybrid Data-Driven Method for Low-Carbon Economic Energy Management Strategy in Electricity-Gas Coupled Energy Systems Based on Transformer Network and Deep Reinforcement Learning

Abstract:

Coordinated Carbon Capture Systems and Power-to-Gas Dynamic Economic Energy Dispatch Strategy for Electricity-Gas Coupled Systems Considering System Uncertainty: An Improved Soft Actor-Critic Approach

Abstract:

A Double-Deck Deep Reinforcement Learning-Based Energy Dispatch Strategy for an Integrated Electricity and District Heating System Embedded with Thermal Inertial and Operational Flexibility

Abstract: