DocumentCode
2698466
Title
A safety risk assessment method considering epistemic uncertainty
Author
Liu, Xuemin ; Li, Haitao ; Zhou, Jinglun ; Cheng, Long
Author_Institution
Coll. of Inf. Syst. & Manage., Nat. Univ. of Defense Technol., Changsha, China
fYear
2012
fDate
15-18 June 2012
Firstpage
330
Lastpage
335
Abstract
In the areas of safety risk assessment, how to consider uncertainty properly becomes a challenge. To resolve this problem, a new system state description method was presented firstly in the DET, that is system state sequence which can record the evolvement process of accident, and then the arithmetic of state sequence probability was designed. The probability of accident can be calculated easily in the DET based on those probabilities. Because the uncertainty of input parameters is ubiquitous in the safety risk assessment model, the QMU (Quantification of Margins and Uncertainty) method was introduced. Using LHS (Latin Hypercube Sample) to research the uncertainty of risk index was adopted, at the same time, the margins and uncertainty of risk index can be obtained which is also the information of safety risk assessment. To demonstrate the performance gains of our model, a cooling liquid tank system was analyzed as an example. The result shows that these methodologies can be used to assess risk more conveniently and credibly. Furthermore, the conclusions can be used to guide the risk control and improve system safety.
Keywords
accidents; cooling; probability; risk management; safety; tanks (containers); trees (mathematics); Latin hypercube sample; accident probability; cooling liquid tank system; dynamic event tree; epistemic uncertainty; margins quantification; risk control; risk index; safety risk assessment method; state sequence probability; system safety improvement; system state description method; system state sequence; uncertainty quantification; Accidents; Liquids; Risk management; Safety; Uncertainty; Valves; epistemic uncertainty; margins; risk assessment model; safety risk;
fLanguage
English
Publisher
ieee
Conference_Titel
Quality, Reliability, Risk, Maintenance, and Safety Engineering (ICQR2MSE), 2012 International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4673-0786-4
Type
conf
DOI
10.1109/ICQR2MSE.2012.6246247
Filename
6246247
Link To Document