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Bin Zhang

Aalborg University

SCHOLARLY PAPERS

5

DOWNLOADS

289

TOTAL CITATIONS
Rank 34,229

SSRN RANKINGS

Top 34,229

in Total Papers Citations

19

Scholarly Papers (5)

1.

Energy Management Strategy for Smart Homes Based on Deep Reinforcement Learning

Number of pages: 23 Posted: 02 May 2022
Aalborg University, Aalborg University, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 82 (790,029)
Citation 3

Abstract:

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Smart homes, multi-energy systems, energy management systems, Deep Reinforcement Learning, neural networks, proximal policy optimization

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
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

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
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

4.
Downloads 45 (1,133,231)
Citation 12

Abstract:

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Deep reinforcement learning, prioritized experience replay, soft actor-critic, low-carbon and economic dispatch, electricity-gas coupled system

Abstract:

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Integrated energy systems, renewable energy, machine learning, deep reinforcement learning, energy dispatch