Dynamic Human Error Assessment in Emergency Using Fuzzy Bayesian CREAM

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ABBASSINIA MARZIEH; KALATPOUR OMID; MOTAMEDZADE MAJID; SOLTANIAN ALIREZA; MOHAMMADFAM IRAJ

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Journal Paper

Paper Information

Journal: JOURNAL OF RESEARCH IN HEALTH SCIENCES (JRHS) Year:2020 | Volume:20 | Issue:1 Page(s): 00-00

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Title

Dynamic Human Error Assessment in Emergency Using Fuzzy Bayesian CREAM

Author(s)

Keywords

Human error

Emergency management

Fuzzy Bayesian CREAM

Abstract

Background: Human error is one of the major causes of accidents in the petrochemical industry. Under critical situation, Human error is affected by complex factors. Managing such a situation is important to prevent losses and injury. This study aimed to develop a dynamic model of Human error assessment in emergencies in the petrochemical industry. Study design: A cross-sectional study. Methods: Fuzzy Bayesian network was used to improve the capabilities of the method for determining the control mode. Fuzzy-AHP-TOPSIS method was also used to prioritize emergency scenarios and Human error assessment was applied for the most important emergency condition. Results: Fire in a chemical storage unit was recognized as the most important emergency condition. Common Performance Conditions (CPCs) were determined based on the opinions of a panel of 30 experts and specialists and 7 CPCs were selected for emergencies; then, based on the results of AHP method the relative weights were determined. Finally, membership functions, inputs, and outputs of fuzzy sets, CPC values in 8 emergency response tasks, and the probability of control modes were determined using Bayesian Cognitive Reliability and Error Analysis Method (CREAM) method. Conclusion: This method could be applied to overcome the weaknesses of traditional methods, provide a repeatable method for Human error assessment, and manage Human error in an emergency.

Cites

The Application of Lean Production in Reducing Human Error and Improving Response in Emergencies: A case Study in a Petrochemical Industry

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APA: Copy

ABBASSINIA, MARZIEH, KALATPOUR, OMID, MOTAMEDZADE, MAJID, SOLTANIAN, ALIREZA, & MOHAMMADFAM, IRAJ. (2020). Dynamic Human Error Assessment in Emergency Using Fuzzy Bayesian CREAM. JOURNAL OF RESEARCH IN HEALTH SCIENCES (JRHS), 20(1), 00-00. SID. https://sid.ir/paper/301677/en

Vancouver: Copy

ABBASSINIA MARZIEH, KALATPOUR OMID, MOTAMEDZADE MAJID, SOLTANIAN ALIREZA, MOHAMMADFAM IRAJ. Dynamic Human Error Assessment in Emergency Using Fuzzy Bayesian CREAM. JOURNAL OF RESEARCH IN HEALTH SCIENCES (JRHS)[Internet]. 2020;20(1):00-00. Available from: https://sid.ir/paper/301677/en

IEEE: Copy

MARZIEH ABBASSINIA, OMID KALATPOUR, MAJID MOTAMEDZADE, ALIREZA SOLTANIAN, and IRAJ MOHAMMADFAM, “Dynamic Human Error Assessment in Emergency Using Fuzzy Bayesian CREAM,” JOURNAL OF RESEARCH IN HEALTH SCIENCES (JRHS), vol. 20, no. 1, pp. 00–00, 2020, [Online]. Available: https://sid.ir/paper/301677/en

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