An Overview of Industrial Alarm Systems: Main Causes for Alarm Overloading, Research Status, and Open Problems

被引:187
作者
Wang, Jiandong [1 ]
Yang, Fan [2 ,3 ]
Chen, Tongwen [4 ]
Shah, Sirish L. [5 ]
机构
[1] Peking Univ, Coll Engn, Beijing 100871, Peoples R China
[2] Tsinghua Univ, Tsinghua Natl Lab Informat Sci & Technol, Beijing 100084, Peoples R China
[3] Tsinghua Univ, Dept Automat, Beijing 100084, Peoples R China
[4] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 2V4, Canada
[5] Univ Alberta, Dept Chem & Mat Engn, Edmonton, AB T6G 2V4, Canada
基金
加拿大自然科学与工程研究理事会; 中国国家自然科学基金;
关键词
Alarm configuration; alarm design; alarm removal; industrial alarm systems; nuisance alarms; CLUSTERING-RANKING ALGORITHM; ROOT CAUSE DIAGNOSIS; FAULT-DETECTION; EXPERT SYSTEM; ONLINE METHOD; IN-PROCESS; DESIGN; MANAGEMENT; OPTIMIZATION; PROPAGATION;
D O I
10.1109/TASE.2015.2464234
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Alarm systems play critically important roles for the safe and efficient operation of modern industrial plants. However, most existing industrial alarm systems suffer from poor performance, noticeably having too many alarms to be handled by operators in control rooms. Such alarm overloading is extremely detrimental to the important role played by alarm systems. This paper provides an overview of industrial alarm systems. Four main causes are identified as the culprits for alarm overloading, namely, chattering alarms due to noise and disturbance, alarm variables incorrectly configured, alarm design isolated from related variables, and abnormality propagation owing to physical connections. Industrial examples from a large-scale thermal power plant are provided as supportive evidences. The current research status for industrial alarm systems is summarized by focusing on existing studies related to these main causes. Eight fundamental research problems to be solved are formulated for the complete lifecycle of alarm variables including alarm configuration, alarm design, and alarm removal.
引用
收藏
页码:1045 / 1061
页数:17
相关论文
共 129 条
[1]  
Abele L, 2013, IFAC Proc, V46, P1843
[2]   Study of generalized delay-timers in alarm configuration [J].
Adnan, Naseeb Ahmed ;
Cheng, Yue ;
Izadi, Iman ;
Chen, Tongwen .
JOURNAL OF PROCESS CONTROL, 2013, 23 (03) :382-395
[3]   On expected detection delays for alarm systems with deadbands and delay-timers [J].
Adnan, Naseeb Ahmed ;
Izadi, Iman ;
Chen, Tongwen .
JOURNAL OF PROCESS CONTROL, 2011, 21 (09) :1318-1331
[4]   Similarity Analysis of Industrial Alarm Flood Data [J].
Ahmed, Kabir ;
Izadi, Iman ;
Chen, Tongwen ;
Joe, David ;
Burton, Tim .
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2013, 10 (02) :452-457
[5]  
Ahnlund J, 2003, J INTELL FUZZY SYST, V14, P73
[6]  
Alrowaie F, 2014, 2014 11TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), P473, DOI 10.1109/WCICA.2014.7052759
[7]  
[Anonymous], P HICSS 2009 42 HAW
[8]  
[Anonymous], 2013, P 2013 IREP S BULK P
[9]  
API, 2010, API1167
[10]  
Arifin B.M. S., 2011, Journal of Chemical Engineering, IEB, V26, P75