Abstract
A new method of system failure analysis was proposed. First, considering the relationships between the failure subsystems, the decision making trial and evaluation laboratory (DEMATEL) method was used to calculate the degree of correlation between the failure subsystems, analyze the combined effect of related failures, and obtain the degree of correlation by using the directed graph and matrix operations. Then, the interpretative structural modeling (ISM) method was combined to intuitively show the logical relationship of many failure subsystems and their influences on each other by using multilevel hierarchical structure model and obtaining the critical subsystems. Finally, failure mode effects and criticality analysis (FMECA) was used to perform a qualitative hazard analysis of critical subsystems, determine the critical failure mode, and clarify the direction of reliability improvement. Through an example, the result demonstrates that the proposed method can be efficiently applied to system failure analysis problems.
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References
WANG Zheng, XIE Li-yang, LI Bing. Reliability model of failure-dependent system with frequency of loading taken into account [J]. Journal of Northeastern University (Natural Science), 2007, 28(5): 704–707. (in Chinese)
LEVITIN G. Incorporating common-cause failures into nonrepairable multistate series-parallel system analysis [J]. IEEE Transactions on Reliability, 2001, 50(4): 380–388.
SUN Yong, MA Lin, MATHEW J. An analytical model for interactive failures [J]. Reliability Engineering and System Safety, 2006, 91(5): 495–504.
WANG Xiao-feng, SHEN Gui-xiang, ZHANG Ying-zhi. Prioritizing failures of abc-zxis feeding systems based on improved criticality and DEMATEL method [J]. Journal of Jilin University (Engineering and Technology Edition), 2012, 42(1): 123–127. (in Chinese)
DU Lei, GAO Jian-min, CHEN Kun. Reliability deployment based on failure correlation analysis [J]. Computer Integrated Manufacturing Sysem, 2011, 17(9): 1973–1980. (in Chinese)
WANG Wen-dai. Reability importance of components in a complex system [C]// Proceedings of Annual Reliability and Maintainability Symposium (RAMS), Los Angeles, USA: RAMS, 2004: 6–11.
SHEN Zu-pei, TANG Hui. System reliability analysis with common cause failures using the GO methodology [J]. Journal of Tsinghua University (Science and Technology), 2006, 46(6): 829–832. (in Chinese)
RAMIRE-MARQUEZ J E, COIT D W. Optimization of system reliability in the presence of common cause failures [J]. Reliability Engineering and System Safety, 2007, 92(10): 1421–1434.
WANG Xiao-feng, SHEN Gui-xiang, ZHANG Ying-zhi. Simulation of reliability and maintainability influence of machning center [J]. Journal of Jilin University (Engineering and Technology Edition), 2011, 41(S1): 160–163. (in Chinese)
FONTELA E, GABUS A. The DEMATEL Observer, DEMATEL 1976 Report [R]. Switzerland: Geneva, Battelle Geneva Research Center, 1976.
SEYED-HOSSEINI S M, SAFAEI N, ASGHARPOUR M J. Reprioritization of failure in a system failure mode and effects analysis by decision making trial and evaluation technique [J]. Engineering and System Safety, 2006, 91(8): 872–881.
WU Wei-wen, LEE Yu-ting. Developing Global manager competencies using the fuzzy dematel method [J]. Expert Systems with Applications, 2007, 32(2): 499–507.
LIN Chia-li, TZENG Gwo-hshiung. A value-created system of science (technology) park by using DEMATEL [J]. Expert Systems with Applications, 2009, 36(6): 9683–9697.
FANG Ai-li, GAO Qi-sheng, ZHANG Si-ying. Application of networked DEMATEL method in industry economic system analysis [J]. Mathematical in Practice and Theory, 2009, 39(5): 78–83. (in Chinese)
DAI Min-li, TAN Gui-xin, Lu Feng, LI Min. Application of ISM method to formulating teaching syllabus [J]. Computer Era, 2006(10): 58–60.
ZHU Lin, LV Ben-fu. Simple and convenient method of ISM [J]. Systems Engineering and Electronics, 2004(12): 1815–1817.
ZHOU De-qun, ZHANG Ling. Establishing hierarchy structure in complex systems based on the integration of DEMATEL and ISM [J]. Journal of Management Sciences in China, 2008, 11(2): 20–26. (in Chinese)
DU Chun, WANG Ying, WANG Song. Analysis of safety accident influence factors of complex system based on the integration of DEMATEL and ISM [J]. Mathematics in Practice and Theory, 2012, 42(22): 143–149. (in Chinese)
LI Cong, WANG Chang-lin. Failure modes and failure tree analysis of train positioning module [J]. Railway Computer Application, 2012, 21(7): 19–22. (in Chinese)
BERTOLINI M, BEVILACQUA M, MASSINI R. FMECA approach to product traceability in the food industry [J]. Food Control, 2006, 17(2): 137–145. (in Chinese)
KANG Rui, SHI Rong-de. Technology and application of FMECA [M]. Beijing: National Defense Industry Press, 2006.
ANAND P, JIN W. Modified failure mode and effects analysis using approximate reasoning [J]. Reliability Engineering and System Safety, 2003, 79: 69–85.
JIN Wei-ya, ZHANG Kang-da. Reliability Engineering [M]. Beijing: Chemical Industry Press, 2005.
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Foundation item: Project(51275205) supported by the National Natural Science Foundation of China
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Shen, Gx., Sun, Sg., Zhang, Yz. et al. System failure analysis based on DEMATEL-ISM and FMECA. J. Cent. South Univ. 21, 4518–4525 (2014). https://doi.org/10.1007/s11771-014-2456-8
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DOI: https://doi.org/10.1007/s11771-014-2456-8