Journal of Korean Society for Quality Management (품질경영학회지)

Korean Society for Quality Management (한국품질경영학회)
권호 표지
DOI QR코드

DOI QR Code

A Risk Metric for Failure Cause in FMEA under Time-Dependent Failure Occurrence and Detection

FMEA에서 고장발생 및 탐지시간을 고려한 고장원인의 위험평가 척도

  • Kwon, Hyuck Moo (Department of Systems Management and Engineering, Pukyong National University) ;
  • Hong, Sung Hoon (Department of Industrial and Information Systems Engineering, Chonbuk National University) ;
  • Lee, Min Koo (Department of Information and Statistics, Chungnam National University)
  • 권혁무 (부경대학교 시스템경영공학부) ;
  • 홍성훈 (전북대학교 산업정보시스템공학과) ;
  • 이민구 (충남대학교 정보통계학과)
  • Received : 2019.06.25
  • Accepted : 2019.08.13
  • Published : 2019.09.30
Download PDF
⟨ Previous Next ⟩

Abstract

Purpose: To develop a risk metric for failure cause that can help determine the action priority of each failure cause in FMEA considering time sequence of cause- failure- detection. Methods: Assuming a quadratic loss function the unfulfilled mission period, a risk metric is obtained by deriving the failure time distribution. Results: The proposed risk metric has some reasonable properties for evaluating risk accompanied with a failure cause. Conclusion: The study may be applied to determining action priorities among all the failure causes in the FMEA sheet, requiring further studies for general situation of failure process.

Keywords

References

  1. Apriliana, A. F., Sarno, R., and Effendi, Y. A. 2018. "Risk Analysis of IT Applications Using FMEA and AHP SAW Method with COBIT 5," International Conference on Information and Communications Technology (ICOIACT):373-378.
  2. Fithri, P., Riva, N. A., Susanti, L., and Yuliandra, B. 2018. "Safety Analysis at Weaving Department of PT. X Bogor Using Failure Mode and Effect Analysis (FMEA) and Fault Tree Analysis (FTA)," 5th International Conference on Industrial Engineering and Applications (ICIEA):382-385.
  3. Jang, H. A., Lee, M. K., Hong, S. H., and Kwon, H. M. 2016. "Risk Evaluation Based on the Hierarchical Time Delay Model in FMEA", Journal of the Korean Society of Quality Management 44(2):121-138. https://doi.org/10.7469/JKSQM.2016.44.1.121
  4. Jang, H. A., Yun, W. Y., and Kwon, H. M. 2016. "Risk Evaluation in FMEA when the Failure Severity Depends on the Detection Time", Journal of the Korean Society of Safety 31(4):136-142. https://doi.org/10.14346/JKOSOS.2016.31.4.136
  5. Kwon, H. M., Hong, S. H., and Lee, M. K. 2013. "An Expected Loss Model for FMEA under Periodic Monitoring of Failure Causes", Journal of the Korean Institute of Industrial Engineers 39(2):143-148. https://doi.org/10.7232/JKIIE.2013.39.2.143
  6. Kwon, H. M., Hong, S. H., Lee, M. K. and Sutrisno, A. 2011. "Risk Evaluation Based on the Time Dependence Expected Loss Model in FMEA", Journal of Korean Society of Safety 26(6):104-110. https://doi.org/10.14346/JKOSOS.2011.26.6.104
  7. Kwon, H. M., Lee, M. K., and Hong, S. H. 2018. "Risk Evaluation of FMEA under a Weibull Time Delay Model," Journal of the Korean Society of Safety 33(32):83-91.
  8. Liu, H., Liu, L. and Liu, N. 2013. "Risk Evaluation Approaches in Failure Mode and Effects Analysis: A Literature Review," Expert Systems with Applications 40:828-838. https://doi.org/10.1016/j.eswa.2012.08.010
  9. Srivastava, P., Khanduja, D., and Agrawal, V. P. 2018. "Mitigation of Risk Using Rule Based Fuzzy FMEA Approach," 8th International Conference on Cloud Computing, Data Science & Engineering:26-30.
  10. Sun, L., Peng, L., Deng, G. and Chien, K. 2017. "A Novel FMEA Tool Application in Semiconductor Manufacture," Semiconductor Technology International Conference (CSTIC), China:1-4.
  11. VDA QMC. 2018. Alignment of VDA and AIAG FMEA Handbooks. http://vda-qmc.de/en/publications/fmea-alignment.