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FMEA에서 고장발생 및 탐지시간을 고려한 고장원인의 위험평가 척도

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

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참고문헌

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주제분류학제간연구

초록

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.

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.

참고문헌 (11)

  1. Apriliana, A. F., "Risk Analysis of IT Applications Using FMEA and AHP SAW Method with COBIT 5", International Conference on Information and Communications Technology (ICOIACT), pp.373~378 (2018)
  2. Fithri, P., "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), pp.382~385 (2018)
  3. 장현애, "FMEA에서 계층적 시간 지연 모형에 근거한 위험평가", 품질경영학회지, 44(2), pp.373~388 (2016), 한국품질경영학회[DOI]
  4. 장현애, "FMEA에서 고장 심각도의 탐지시간에 따른 위험성 평가", 한국안전학회지, 31(4), pp.136~142 (2016), 한국안전학회
  5. 권혁무, "An Expected Loss Model for FMEA under Periodic Monitoring of Failure Causes", 대한산업공학회지, 39(2), pp.143~148 (2013), 대한산업공학회[DOI]
  6. 권혁무, "Risk Evaluation Based on the Time Dependent Expected Loss Model in FMEA", 한국안전학회지, 26(6), pp.104~110 (2011), 한국안전학회
  7. 권혁무, "와이블 지연시간 모형 하에서의 FMEA를 위한 고장원인의 위험평가", 한국안전학회지, 33(3), pp.83~91 (2018), 한국안전학회[DOI]
  8. Liu, H., "Risk Evaluation Approaches in Failure Mode and Effects Analysis: A Literature Review", Expert Systems with Applications, 40, pp.828~838 (2013)
  9. Srivastava, P., "Mitigation of Risk Using Rule Based Fuzzy FMEA Approach", 8th International Conference on Cloud Computing, Data Science & Engineering, pp.26~30 (2018)
  10. Sun, L., "A Novel FMEA Tool Application in Semiconductor Manufacture", Semiconductor Technology International Conference (CSTIC), pp.1~4 (2017)
  11. "Alignment of VDA and AIAG FMEA Handbooks" (2018)[URL]

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