ASIL에 기초하여 수정된 안전시스템 FMEA 위험평가척도
A Modified Metric of FMEA for Risk Evaluation Based on ASIL of Safety System
2
조회
0
다운로드
5
인용
0
참고문헌
키워드
초록
Purpose: The purpose of this study is to suggest a modified approach that compensates some shortcomings of RPN with relevant strength of ASIL for Safety System and suggests systematic and logical approach for FMEA. Methods: By comparing the objectives, determination procedures, and key conceptual differences of RPN and ASIL, a refined method of risk evaluation and a new risk metric are devised. Results: While the traditional FMEA provides only rough evaluation of relative risk for each failure, the proposed method compensates its shortcomings with relevant strength of ASIL and provides a more logical and practical procedure of risk evaluation. Conclusion: The new metric RPM provides not only a comparative priority rank but also the degree of physical seriousness. Besides, it may have even more benefits for various applications if the severity can be expressed as mone tary amount of losses.
Abstract
Purpose: The purpose of this study is to suggest a modified approach that compensates some shortcomings of RPN with relevant strength of ASIL for Safety System and suggests systematic and logical approach for FMEA. Methods: By comparing the objectives, determination procedures, and key conceptual differences of RPN and ASIL, a refined method of risk evaluation and a new risk metric are devised. Results: While the traditional FMEA provides only rough evaluation of relative risk for each failure, the proposed method compensates its shortcomings with relevant strength of ASIL and provides a more logical and practical procedure of risk evaluation. Conclusion: The new metric RPM provides not only a comparative priority rank but also the degree of physical seriousness. Besides, it may have even more benefits for various applications if the severity can be expressed as mone tary amount of losses.
참고문헌 (44)
- Abdelgawad, M., "Risk management in the construction industry using combined fuzzy FMEA and fuzzy AHP", Journal of Construction Engineering and Management, 136, pp.1028~1036 (2010)
- Agung, S., "An Expected Loss model f or Risk Prioritization in Service FMEA", Calif ornia Journal of Operations Management, 8, pp.27~38 (2010)
- Agung Sutrisno, "SWOT분석을 토대로 한 서비스 FMEA에서의 개선조치전략", 품질경영학회지, 40(1), pp.25~38 (2012), 한국품질경영학회
- Bertolini, M., "An FMECA-based Approach to Process Analysis", International Journal of Process Management and Benchmarking, 20, pp.127~145 (2006)
- Chang, D. S., "Applying DEA to enhance assessment capability of FMEA", International Journal of Quality and Reliability Management, 26, pp.629~643 (2009)
- Chang, K. H., "A risk assessment methodology using intuitionistic fuzzy set in FMEA", International Journal of Systems Science, 41, pp.1457~1471 (2010)
- Chang, K. H., "Evaluating the risk of failure using the fuzzy OWA and DEMATEL method", journal of Intelligent Manufacturing, 22, pp.113~129 (2011)
- Chang, K. H., "Reprioritization of failures in a silane supply system using an intuitionistic fuzzy set ranking technique", Soft Computing, 14, pp.285~298 (2010)
- Chen, J. K., "Utility Priority Number Evaluation for FMEA", Journal of Failure Analysis and Prevention, 5, pp.321~328 (2007)
- Chin, K. S., "Failure mode and effects analysis by data envelopment analysis", Decision Support Systems, 48, pp.246~256 (2009)
- Chin, K. S., "Failure mode and effects analysis using a group-based evidential reasoning approach", Computers and Operations Research, 36, pp.1768~1779 (2009)
- Chrysler LLC, Ford Motor Company, and General Motors Corporation, "FMEA Reference Manual, 4th ed" (2008)
- Ellims, M., "AGONISING OVER ASILS: Controllability and the In-Wheel Motor.System Safety", Proceedings at The Incorporation the cyber security conference, pp.1~8 (2012)
- Eubanks, C. F., "Advanced FMEA Using behavior Modeling", Proceedings of ASME Design Engineering Technical Conference, pp.1~10 (1997)
- Ford Design Institute, "FMEA handbook, Version 4.1", pp.1~ (2004)
- Gargama, H., "Criticality assessment models for failure mode effects and criticality analysis using fuzzy logic", IEEE transactions on Reliability, 60, pp.102~110 (2011)
- Ireson, W. G., "Handbook of reliability engineering and management Second Edition" (1996), McGraw-Hill
- "ISO 26262-1", Road vehicles –Functional safety-part 1: Vocabulary, ~ (2011)
- "ISO 26262-3", Road vehicles –Functional safety-part 3: Concept phase, ~ (2011)
- "ISO 26262-4", Road vehicles –Functional safety-part 4: Product development at the system level, ~ (2011)
- "ISO 26262-5", Road vehicles –Functional safety-part 5: Product development at the hardware level, ~ (2011)
- Jeegadeshan, C., "Design and Development of Modified Service FMEA Model", International Journal of Service and Operations Management, 1, pp.111~126 (2007)
- Kim, H., "The Case S tudy on Sof tware FMEA f or t he E f ficient Improvement o f Functional Safety", KSAE 2012 Conference, pp.1303~1308 (2012)
- Kutulu, A. C., "Fuzzy failure modes and effects analysis by using fuzzy TOPSIS-based fuzzy AHP", Expert Systems with Applications, 39, pp.61~67 (2012)
- 권혁무, "Risk Evaluation Based on the Time Dependent Expected Loss Model in FMEA", 한국안전학회지, 26(6), pp.104~110 (2011), 한국안전학회
- Linton, J. D., "Facing the challenges of service automation: An enabler for e-commerce and productivity gain in traditional service", IEEE Trans, Eng. Manage, 4, pp.478~487 (2003)
- Liu, H. C., "Failure mode and effects analysis using fuzzy evidential reasoning approach and grey theory", Expert Systems with Applications, 38, pp.4403~4415 (2011)
- Liu, H. C., "Risk Evaluation Approaches in Failure Mode and Effects Analysis : A Literature Review", Expert Systems with Applications, 40, pp.828~838 (2013)
- Liu, H. C., "Risk Evaluation in Failure Mode and Effects Analysis with extended VIKOR method under fuzzy environment", Expert Systems with Applications, 39, pp.12926~12934 (2012)
- Onodera, K., "Effective techniques of FMEA at each life-cycle stage", Proceeding of Annual Reliability and Maintainability Symposium, pp.50~56 (1997)
- Oolkalkar, A. D., "Quality Improvement in Haemodialysis Process Using FMEA", International Journal of Quality and Reliability Management, 8, pp.817~830 (2009)
- Reiling, J. G., "FMEA-the cure for medical errors", Qual. Progr, 8, pp.67~71 (2003)
- Sankar, N. R., "Modified approach for prioritization of failures in a system failure mode and effects analysis", International journal of Qaulity & Reliability Management, 3, pp.324~335 (2001)
- Sawhney, R., "FMEA based approach for supplier development", Proceedings of IIE Annual Conference and Exhibition, pp.7~16 (2004)
- Shahin, A., "Integration of FMEA and the Kano model: An exploratory examination", Int. J. Qual. Reliab. Manage, 21, pp.731~746 (2004)
- Tay, K. M., "Enhancing the failure mode and effect analysis methodology with fuzzy inference techniques", Journal of Intelligent and Fuzzy Systems, 21, pp.135~146 (2010)
- Wang, Y. M., "Risk Evaluation in failure mode and effects analysis using fuzzy weighted geometric mean", Expert Systems with Applications, 36, pp.1195~1207 (2009)
- Xiao, N. C., "Multiple failure modes analysis and weighted risk priority number evaluation in FMEA", Engineering Failure Analysis, 18, pp.1162~1170 (2011)
- Xie, Y., "Extended FMEA Method Applied in the Field of Functional Safety", Maintainability and Safety(ICRMS), 9th International Conference on Reliability, pp.615~618 (2011)
- Yang, J., "Risk evaluation in failure mode and effects analysis of aircraft turbine rotor blades using Dempster-Shafer evidence theory under uncertainty", Engineering Failure Analysis, 18, pp.2084~2092 (2011)
- Zammori, F., "ANP", RPN : A multi criteria evaluation of the risk priority number, 2011, pp.28, 85~104
- Zhang, H., "Model-based Functional Safety Analysis Method for Automotive Embedded System Application", International Conference on Intelligent Control and Information Processing (2010)
- Zhang, Z. F., "Risk prioritization in failure mode and effects analysis under uncertainty", Expert Systems with applications, 38, pp.206~214 (2011)
- Zhao, X., "A Process Oriented Quality Control Approach Based on Dynamic SPC and FMEA", Int. J. of Industrial Engineering: Theory, Applications and Practice, 18, pp.444~451 (2011)
