文章基本信息

标题：Bayesian method for event-based alarm annunciation
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作者：Pradeep Dalpatadu ; Pradeep Dalpatadu ; Salim Ahmed 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：832-837
DOI：10.1016/j.ifacol.2015.09.630
语种：English
出版社：Elsevier
摘要：Abstract The concept of an event-based alarm system is introduced and a Bayesian method to annunciate event alarms is presented in this article. Unlike the current variable-based system, event alarms are allocated to abnormal events and are annunciated based on the risk of such events. The event-based alarm system design involves identification of abnormal events, identification of the sets of variables associated with each event and development of a model to predict the risk of each event using process measurements. Risk estimation involves the estimation of probabilities of individual events and their consequences. This article presents a method for estimating the probability of occurrence of abnormal events for the purpose of annunciation of an alarm. The methodology is demonstrated using the example of a simulated continuous stirred tank reactor.
关键词：KeywordsAlarmBayesian networkabnormal event