Optimal controlling of boiler combustion and denitration process based on DDPG

Aiming at the problems of secondary pollution and resource waste caused by inaccurate input of coal and ammonia in coal‐fired power plant, an optimal controlling method of combustion and denitration coordinated operation based on Deep Deterministic Policy Gradient (DDPG) is proposed in this paper. F...

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Veröffentlicht in:	International journal of intelligent systems 2022-11, Vol.37 (11), p.9357-9372
Hauptverfasser:	Jiang, Wenchao, Xiong, Guangsi, Lin, Kangwei, Liang, Tiancai, Xiao, Hong
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Ammonia Boilers Coal-fired power plants Combustion combustion process Controllability cost optimization control Denitration denitration Process Emissions Industrial plant emissions Intelligent systems Nitrogen oxides NOx emission Optimal control Optimization Power plants State feedback
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