Title :
A generalized delay-timer for alarm triggering
Author :
Adnan, Naseeb Ahmed ; Yue Cheng ; Izadi, Iman ; Tongwen Chen
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Alberta, Edmonton, AB, Canada
Abstract :
In process plants, alarms are configured to notify operators of any abnormalities or faults. However, in practice a majority of raised alarms are false or nuisance and create problems for operators as they face an increasing number of alarms to handle. Adding delay-timers is a simple technique that can reduce this problem and is widely exercised in industry. In this work we propose a generalized delay-timer framework where instead of consecutive n samples in the conventional case, n1 out of n consecutive samples (n1 ≤ n) are considered to raise an alarm. For the generalized delay-timer, two important performance indices, namely, the false alarm rate (FAR) and the missed alarm rate (MAR) are calculated using Markov processes. Also the performance of generalized delay-timers is compared with conventional delay-timers.
Keywords :
Markov processes; alarm systems; delays; fault location; FAR; MAR; Markov processes; abnormality notification; alarm triggering; false alarm rate; fault notification; generalized delay-timer framework; missed alarm rate; nuisance alarms; operators; process plants; Alarm systems; Fault detection; Markov processes; Mathematical model; Monitoring; Probability; Steady-state; Alarm management; Alarm systems; Delay-timers; Fault detection; Markov processes; Western electric rules;
Conference_Titel :
American Control Conference (ACC), 2012
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4577-1095-7
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2012.6315194