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

• Main Authors: Zhang, Bin, Wu, Xuewei, Ghias, Amer M. Y. M., Chen, Zhe
• Other Authors: School of Electrical and Electronic Engineering
• Format: 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
• Institution: Nanyang Technological University

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...