On expected detection delays for alarm systems with deadbands and delay-timers

被引:137
作者
Adnan, Naseeb Ahmed [1 ]
Izadi, Iman [2 ]
Chen, Tongwen [1 ]
机构
[1] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 2V4, Canada
[2] Matrikon Inc, Edmonton, AB T5J 3N4, Canada
关键词
Alarm systems; Alarm management; Fault detection; Detection delay; Markov process; Deadband; Delay-timer; DESIGN;
D O I
10.1016/j.jprocont.2011.06.019
中图分类号
TP [自动化技术、计算机技术];
学科分类号
080201 [机械制造及其自动化];
摘要
False and nuisance alarms are major problems in the process industry. Techniques like deadbands, delay-timers, and filtering can significantly reduce these false and nuisance alarms. The down-side, however, is that using these techniques introduces some delay in raising the alarm (detection delay). The detection delay is not often considered in the design of alarm systems. In this paper, detection delays are calculated using Markov processes for deadbands and delay-timers. A design procedure is then proposed that compromises between detection delay, false alarm rate (Type I error) and missed alarm rate (Type II error) for an optimal configuration. Inclusion of the detection delay in the alarm design makes the design more reliable and provides better insight to the consequences. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1318 / 1331
页数:14
相关论文
共 24 条
[1]
Ahnlund J, 2003, J INTELL FUZZY SYST, V14, P73
[2]
[Anonymous], 1993, DETECTION ABRUPT CHA
[3]
[Anonymous], 1973, Sequential analysis
[4]
[Anonymous], 2007, EEMUA PUBL
[5]
[Anonymous], 1995, Markov Chain Monte Carlo in Practice
[6]
Chen J, 2012, ROBUST MODEL BASED F
[7]
Ding S., 2008, MODEL BASED FAULT DI
[8]
Gertler J., 1998, Fault Detection and Diagnosis in Engineering Systems
[9]
HIGUCHI F, 2009, SALV AUG 16 20 P 10, P1521
[10]
Hollifield Bill., 2006, The Alarm Management Handbook: A Comprehensive Guide