首页    期刊浏览 2024年11月05日 星期二
登录注册

文章基本信息

  • 标题:Optimal Control for Water Distribution Networks with Unknown Dynamics
  • 本地全文:下载
  • 作者:Jorge Val ; Rafał Wisniewski ; Carsten S. Kallesøe
  • 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
国家哲学社会科学文献中心版权所有