Accident analysis based on a similarity mechanism safety system model

JIA Nan; LIU Cheng; QIAN Jing

doi:10.16511/j.cnki.qhdxxb.2018.25.045

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Journal of Tsinghua University(Science and Technology) ›› 2018, Vol. 58 ›› Issue (11) : 1006-1012. DOI: 10.16511/j.cnki.qhdxxb.2018.25.045

PHYSICS AND ENGINEERING PHYSICS

Accident analysis based on a similarity mechanism safety system model

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Abstract

An accident analysis method was developed to reduce the incidence of accidents that are similar to previous accidents. The method is based on similarity system theory. This paper describes similarity safety system analyses with mathematical expressions for the similarity mechanism model and two examples. A general program was then developed for accident analyses based on the safety system similarity mechanism model. The model was used to analyzed the fire and explosion accident involving the hazard materials warehouse at Tianjin and the Zhongrong Metal Products Co. Ltd to develop methods for accident prevention and safety management. The results show that this method can be used to effectively analyze similar accidents. The research results provide a new accident analysis and prevention method.

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JIA Nan, LIU Cheng, QIAN Jing. Accident analysis based on a similarity mechanism safety system model[J]. Journal of Tsinghua University(Science and Technology). 2018, 58(11): 1006-1012 https://doi.org/10.16511/j.cnki.qhdxxb.2018.25.045

References

[1] LUKIC D, LITTLEJOHN A, MARGARYAN A. A framework for learning from incidents in the workplace[J]. Safety Science, 2012, 50(4):950-957.
[2] LINDBERG A K, HANSSON S O, ROLLENHAGEN C. Learning from accidents-what more do we need to know?[J]. Safety Science, 2010, 48(6):714-721.
[3] CHONG M, ABRAHAM A, PAPRZYCKI M. Traffic accident analysis using machine learning paradigms[J]. Informatica, 2005, 29(1):89-98.
[4] SALMON P M, CORNELISSEN M, TROTTER M J. Systems-based accident analysis methods:A comparison of Accimap, HFACS, and STAMP[J]. Safety Science, 2012, 50(4):1158-1170.
[5] KONTOGIANNIS T, LEOPOULOS V, MARMARAS N. A comparison of accident analysis techniques for safety-critical man-machine systems[J]. International Journal of Industrial Ergonomics, 2000, 25(4):327-347.
[6] COOKE D L, ROHLEDER T R. Learning from incidents:From normal accidents to high reliability[J]. System Dynamics Review, 2006, 22(3):213-239.
[7] CAMBRAIA F B, SAURIN T A, FORMOSO C T. Identification, analysis and dissemination of information on near misses:A case study in the construction industry[J]. Safety Science, 2010, 48(1):91-99.
[8] 吴超, 贾楠. 相似安全系统学的创建研究[J]. 系统工程理论与实践, 2016, 36(5):1354-1360. WU C, JIA N. Establishment of similarity safety systematics[J]. Systems Engineering-Theory & Practice, 2016, 36(5):1354-1360. (in Chinese)
[9] LIU Y P, CHEN Y M, BAI Y H, et al. Similarity theory for the physical simulation of natural gas hydrate reservoir development[J]. Mining Science and Technology (China), 2010, 20(5):782-788.
[10] ZHOU M L. Some concepts and mathematical consideration of similarity system theory[J]. Journal of Systems Science and Systems Engineering, 1992, 1(1):84-92.
[11] KLETZ T A. Accident investigation:Keep asking "why?"[J]. Journal of Hazardous Materials, 2006, 130(1-2):69-75.
[12] LI H, KANG Q, HE J. A new approach to reproduce traffic accident based on the data of vehicle video recorders[C]//PATNAIK S, LI X L. Proceedings of the International Conference on Soft Computing Techniques and Engineering Application. New Delhi, India:Springer, 2014:223-232.
[13] NIKFALAZAR S, KHORSHIDI H A, HAMADANI A Z. Fuzzy risk analysis by similarity-based multi-criteria approach to classify alternatives[J]. International Journal of System Assurance Engineering and Management, 2016, 7(3):250-256.
[14] 贾楠, 吴超, 黄浪, 等. 相似安全系统学研究的方法论[J]. 中国安全科学学报, 2016, 26(6):30-35. JIA N, WU C, HUANG L, et al. Methodology of similarity safety systematics research[J]. China Safety Science Journal, 2016, 26(6):30-35. (in Chinese)
[15] HOLTSLAG M C, BIERBOOMS W A A M, VAN BUSSEL G J W. Validation of surface layer similarity theory to describe far offshore marine conditions in the Dutch North Sea in scope of wind energy research[J]. Journal of Wind Engineering and Industrial Aero Dynamics, 2015, 136:180-191.
[16] JANG J W, KANG H, WOO J, et al. Andro-Dumpsys:Anti-malware system based on the similarity of malware creator and malware centric information[J]. Computers & Security, 2016, 58:125-138.
[17] JIANG Z A, SHI L L, WANG P. Establishing mine water supply network physical model based on the abnormal similar theory[J]. Applied Mechanics and Materials, 2013, 421:850-854.
[18] WANG Y J, LEE H S. Generalizing TOPSIS for fuzzy multiple-criteria group decision-making[J]. Computers & Mathematics with Applications, 2007, 53(11):1762-1772.
[19] ZHOU M L. Principles and practice of similarity system theory[J]. International Journal of General Systems, 1994, 23(1):39-48.
[20] BEHZADIAN M, KHANMOHAMMADI OTAGHSARA S, YAZDANI M, et al. A state-of the-art survey of TOPSIS applications[J]. Expert Systems with Applications, 2012, 39(17):13051-13069.
[21] LIN M C, WANG C C, CHEN M S, et al. Using AHP and TOPSIS approaches in customer-driven product design process[J]. Computers in Industry, 2008, 59(1):17-31.
[22] YUE Z L. An extended TOPSIS for determining weights of decision makers with interval numbers[J]. Knowledge-Based Systems, 2011, 24(1):146-153.
[23] LI X, ZHU Y M, SHI Y M. Conflict analysis in redevelopment of brownfield caused by contingency:Tianjin port "8·12" explosion Hazard, in China[C]//Proceedings of the 2016 IEEE International Conference on Industrial Engineering and Engineering Management. Bali, Indonesia:IEEE, 2016:1106-1110.
[24] HE D Y. Research of Tianjin port explosion under the lack of power list[C]//Proceedings of the 2016 2nd International Conference on Economy, Management, Law and Education. Advances in Economics, Business and Management Research. Moscow, Russian:Atlantis Press, 2017:353-358.