Distributed deep reinforcement learning-based gas supply system coordination management method for solid oxide fuel cell

In order to sustain solid oxide fuel cell (SOFC) net output power and prevent violation of oxygen excess ratio (OER) constraint and fuel utilization (FU) constraint, a data-driven gas supply system coordination management method is proposed. Accordingly, a population evolution-based multi-agent doub...

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Bibliographic Details

Published in:	Engineering applications of artificial intelligence Vol. 120; p. 105818
Main Authors:	Li, Jiawen, Cui, Haoyang, Jiang, Wei
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.04.2023
Subjects:	Distributed deep reinforcement learning Gas supply system coordination management method Population evolution multi-agent double delay deep deterministic policy gradient algorithm Solid oxide fuel cell Population evolution multi-agent double delay deep deterministic policy gradient algorithm Gas supply system coordination management method Distributed deep reinforcement learning Solid oxide fuel cell
ISSN:	0952-1976, 1873-6769
Online Access:	Get full text
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