文章基本信息

标题：MPC design based on a DBN reliability model: Application to drinking water networks
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作者：Jean C. Salazar ; Philippe Weber ; Ramon Sarrate 等
期刊名称：IFAC PapersOnLine
印刷版ISSN：2405-8963
出版年度：2015
卷号：48
期号：21
页码：688-693
DOI：10.1016/j.ifacol.2015.09.607
语种：English
出版社：Elsevier
摘要：This paper presents a Model Predictive Control (MPC) strategy taking into account system and component reliability for drinking water networks. The objective is to deal from an availability point of view with a closed-loop system combining a deterministic part related to the system dynamics and a stochastic part related to the actuators and system reliability. The main contribution of this work consists in integrating the reliability assessment computed on-line using a Dynamic Bayesian Network (DBN) into the MPC algorithm.
关键词：ReliabilityModel Predictive ControlDynamic Bayesian NetworkDrinking Water Networks