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

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

Due to uncertainties in renewable energy generation and load demands, traditional energy dispatch schemes for an integrated electricity–gas system (IEGS) considerably depend on explicit forecast mathematical models. In this study, a novel data-driven deep reinforcement learning method is applied to...

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Bibliographic Details
Main Authors: Zhang, Bin, Wu, Xuewei, Ghias, Amer M. Y. M., Chen, Zhe
Other Authors: School of Electrical and Electronic Engineering
Format: Journal Article
Language:English
Published: 2023
Subjects:
Engineering::Electrical and electronic engineering
Electricity-Gas Coupled System
Prioritized Experience Replay
Online Access:https://hdl.handle.net/10356/172498

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