文章基本信息

标题：Optimal Control for Water Distribution Networks with Unknown Dynamics
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作者：Jorge Val ; Rafał Wisniewski ; Carsten S. Kallesøe 等
期刊名称：IFAC PapersOnLine
印刷版ISSN：2405-8963
出版年度：2020
卷号：53
期号：2
页码：6577-6582
DOI：10.1016/j.ifacol.2020.12.075
语种：English
出版社：Elsevier
摘要：AbstractOptimal control for Water Distribution Networks (WDN) is subject to complex system models. Typically, detailed models are not available or the implementation is too expensive for small utilities. Reinforcement Learning (RL) methods are well known techniques for model-free control. This paper proposes a model-free controller for WDNs based on RL methods and presents experimental evidence of the practicality of the design.
关键词：KeywordsWater Distribution NetworksLevel ControlReinforcement Learning