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A Strategy of Selecting Critical Items for Reliability Tests Using Fuzzy Inference
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The reliability test is a crucial step for ensuring robustness of high-cost and complex weapon systems. In this paper, we present a set of quantitative criteria to select critical parts or components in weapon systems for the reliability test, and implement a fuzzy inference system by applying developed criteria to fuzzy theory. We classify the selection criteria of critical parts or components into four fuzzy sets and membership functions. A fuzzy inference rule is proposed based on the AHP (Analytic Hierarchy Process) analysis technique so as to derive a convincing reliability test. The credibility of the fuzzy inference system is confirmed through a case study using actual equipment data exacted from an existent weapon system.
Abstract
The reliability test is a crucial step for ensuring robustness of high-cost and complex weapon systems. In this paper, we present a set of quantitative criteria to select critical parts or components in weapon systems for the reliability test, and implement a fuzzy inference system by applying developed criteria to fuzzy theory. We classify the selection criteria of critical parts or components into four fuzzy sets and membership functions. A fuzzy inference rule is proposed based on the AHP (Analytic Hierarchy Process) analysis technique so as to derive a convincing reliability test. The credibility of the fuzzy inference system is confirmed through a case study using actual equipment data exacted from an existent weapon system.
참고문헌 (11)
- Defence Acquisition Program Administration, "Defence Acquisition Program Administration Provisions, DAPA instructions, No. 432" (2018)
- Defence Acquisition Program Administration, "Weapon System RAM Work Guidance, DAPA rules, No. 412" (2018)
- Defence Acquisition Program Administration, "ILS Development Guidebook" (2015)
- Defence Acquisition Program Administration, "Weapon System Testing and Evaluation Practice Guidebook" (2013)
- R. Borgovini, "Failure Mode, Effects and Criticality Analysis (FMECA)" (1993)
- "Research on the TRA (Technology Readiness Assessment) method and practical application of TRA" (2011)
- DoD of USA, "Reliability Prediction of Electronic Equipment, MIL-HDBK-217FN2", ~ (1995)
- Y.M. Wang, "Risk Evaluation in Failure Mode and Effects Analysis Using Fuzzy Weighted Geometric Mean", Journal of Expert Systems with Applications, 36(2), pp.1195~1207 (2009)[DOI]
- 2016 Defense white paper, "Ministry of national defense", ~ (2016)
- Reliability Analysis Center, "Nonelectronic Parts Reliability Data 1995, NPRD-95", ~ (1995)
- DoD of USA, "Procedures for performing a failure mode, effects and criticality analysis, MIL-STD-1629AN2", ~ (1984)