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Bayesian method for event-based alarm annunciation
conference contribution
posted on 2023-05-23, 12:33 authored by Dalpatadu, P, Ahmed, S, Faisal KhanFaisal KhanThe 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.
History
Publication title
Proceedngs of the 9th IFAC Symposium on Fault Detection, Supervision andSafety for Technical Processes SAFEPROCESS 2015Volume
48Editors
D MaquinPagination
832-837ISSN
2405-8963Department/School
Australian Maritime CollegePublisher
Elsevier B.V.Place of publication
The NetherlandsEvent title
9th IFAC Symposium on Fault Detection, Supervision andSafety for Technical Processes SAFEPROCESS 2015Event Venue
Paris, FranceDate of Event (Start Date)
2015-09-02Date of Event (End Date)
2015-09-04Rights statement
Copyright 2015 IFACRepository Status
- Restricted