Monitoring Safety of Process Operations Using Industrial Workflows

被引:14
作者
Dasani, Sridhar [1 ]
Shah, Sirish L. [1 ]
Chen, Tongwen [2 ]
Funnell, Jay
Pollard, Robert W. [3 ]
机构
[1] Univ Alberta, Dept Chem & Mat Engn, Edmonton, AB T6G 2G6, Canada
[2] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 2G6, Canada
[3] Univ Alberta, Util Dept, Edmonton, AB T6G 2H1, Canada
关键词
Standard operating procedures; Process safety; Workflows; Event logs; Workflow mining; Conformance monitoring; Process monitoring;
D O I
10.1016/j.ifacol.2015.09.009
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An industrial workflow represents a sequence of tasks or actions that describes an operational procedure. In this paper, workflow strategies are developed that capture operational knowledge by analyzing event logs of how an operator has executed a procedure while controlling or monitoring a process. In this work, our prime focus is on infrequent process operations such as plant start-up and shutdown procedures. We propose a workflow conformance method to continuously monitor and compare operator actions with standard operating procedures (SOPs) and identify procedural violations that could compromise process safety and efficiency. An industrial case studs is presented to illustrate applications of workflow conformance monitoring to identify operational problems associated with human factors, process and instrumentation. (C) 2015, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:451 / 456
页数:6
相关论文
共 10 条
[1]  
ASM Consortium, 2007, ABN SIT MAN EFF AUT
[2]   Common procedural execution failure modes during abnormal situations [J].
Bullemer, Peter T. ;
Kiff, Liana ;
Tharanathan, Anand .
JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES, 2011, 24 (06) :814-818
[3]  
CCPS, 2011, PROC SAF LEAD LAGG M
[4]  
Gruhn P., 2005, SAFETY INSTRUMENTED
[5]  
Gunther CW, 2007, LECT NOTES COMPUT SC, V4714, P328
[6]  
Heselton K., 2005, BOILER OPERATORS HDB
[7]  
Rains BD., 2010, OPERATIONAL DISCIPLI
[8]   A review of business process mining: state-of-the-art and future trends [J].
Tiwari, A. ;
Turner, C. J. ;
Majeed, B. .
BUSINESS PROCESS MANAGEMENT JOURNAL, 2008, 14 (01) :5-22
[9]  
van Dongen BF, 2005, LECT NOTES COMPUT SC, V3536, P444
[10]  
Walker P.D., 2011, Operations Skills for the 21st Century