ABSTRACT
A dynamic safety evaluation method of complex systems based on STAMP theory is proposed to solve the safety problem of long-term storage of complex systems in this paper, considering the human-computer interaction effect in the process. Taking STAMP theory as the overall framework and STPA as the analysis method, the accident-causing factors of complex systems are analyzed to provide support for the dynamic evaluation of system safety.Then, the human factor part of complex systems is analyzed, and the CREAM-based human error rate calculation method is proposed.A dynamic evaluation method for task process safety is proposed, taking into account the failure rate of machine loop coupling as input, and the accident rate of the entire task is obtained.Finally,an example verification is conducted, and the results show that the accuracy of the accident rate calculated by the proposed method is improved by 32.1% compared with the accident rate calculated by only considering “machine”.
- Cheng W, Zhou G, Wang G. Psychological measurement and analysis on human unsafe behavior.China Safety Science Journal(CSSJ), 2009, 19(6):29. http://en.cnki.com.cn/Article_en/CJFDTOTAL-ZAQK200906005.htm (In Chinese).Google Scholar
- Hong-Gang M A, Lai-Bin Z, Jian-Chun F. Study on the application of LEC to the risk assessment of deep-water drilling and completion operations.Journal of Safety Science and Technology, 2011, 07(9):89-92.http://en.cnki.com.cn/Article_en/CJFDTOTAL-LDBK201109020.htm (In Chinese).Google Scholar
- Heng Z, Lian-Sheng X U, Jian W. A Bayesian Network for Safety Assessment in Harbor Production Systems.Port& Waterway Engineering, 2007. http://en.cnki.com.cn/Article_en/CJFDTOTAL-SYGC200704008.htm(In Chinese).Google Scholar
- Zhang L, Wu X, Skibniewski M J, Bayesian-network-based safety risk analysis in construction projects.Reliability Engineering & System Safety, 2014, 131(Nov.):29-39.DOI:10.1016/j.ress.2014.06.006.Google ScholarCross Ref
- Ericson C A. Event Tree Analysis. John Wiley & Sons, Ltd, 2005. https://onlinelibrary.wiley.com/doi/pdf/10.1002/0471739421.ch12.Google ScholarCross Ref
- XinhongL, Jingwen W, Guoming C. A machine learning methodology for probabilistic risk assessment of process operations: A case of subsea gas pipeline leak accidents.Process Safety and Environmental Protection, 2022, 165: 959-968.https://doi.org/10.1016/j.psep.2022.04.029.Google ScholarCross Ref
- Xu T, Wang H, Yuan T, BDD-Based Synthesis of Fail-Safe Supervisory Controllers for Safety-Critical Discrete Event Systems.IEEE Transactions on Intelligent Transportation Systems, 2016. DOI:10.1109/TITS.2016.2515063.Google ScholarDigital Library
- Zhong L U, You-Chao S. Application Research on Markov Analysis in System Safety Assessment.Journal of Civil Aviation University of China, 2008. http://en.cnki.com.cn/Article_en/CJFDTotal-ZGMH200805013.htm(In Chinese)Google Scholar
- Marmaras L N. A comparison of accident analysis techniques for safety-critical man-machine systems[J].International Journal of Industrial Ergonomics, 2000.DOI:10.1016/S0169-8141(99)00022-0.Google ScholarCross Ref
- Lei Z, Jianbo H U. Safety analysis of wheel brake system based on STAMP/STPA. Acta Aeronautica et AstronauticaSinica, 2017, 38 (1) :241-251. DOI:10.7527/S1000-6893.2016.0178.Google ScholarCross Ref
- Chen Z, Hong D, Cui W. Resilience evaluation and optimal design for weapon system of systems with dynamic reconfiguration. Reliability Engineering & System Safety, 2023, 237: 109409. DOI: 10.1016/j.ress.2023.109409.Google ScholarCross Ref
- Bin L, Qin Y, Mao L U.Study on prediction model of human factor failure probability based on CREAM.Journal of Safety Science and Technology, 2012, 7,46-50.http://en.cnki.com.cn/Article_en/CJFDTOTAL-LDBK201207013.htm (In Chinese).Google Scholar
Index Terms
- Dynamic Safety Evaluation Method of Complex System Based on STAMP
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