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Zhenyuan Zhang

affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

152

TOTAL CITATIONS

2

Scholarly Papers (3)

1.

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:

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Neural network, deep reinforcement learning, energy management, Microgrid, Renewable energy

2.

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:

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Deep reinforcement learning, neural network, energy management system, integrated energy system, low-carbon

3.

Robust Dynamic Equivalent Modeling of Active Distribution Network with Time-Varying Parameters

Number of pages: 13 Posted: 17 Jun 2023
Peng Wang, Zhenyuan Zhang and Qi Huang
affiliation not provided to SSRN, affiliation not provided to SSRN and Chengdu University of Technology
Downloads 15 (1,500,778)

Abstract:

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Active distribution network, time-varying parameter identification, multi-solution issue, parameter mutation, continuous outlier