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Test sample allocation method for testability verification test
Authors:Wenhao Qiu  Guangyao Lian  Peng Zhou  Kaoli Huang
Affiliation:1. Test Engineering Department, Army Engineering University, Shijiazhuang Campus, Shijiazhuang, China;2. Testability Laboratory, Mechanical Technological Research Institute, Shijiazhuang, China;3. Teaching Support Department, Army Engineering University, Nanjing, China
Abstract:An extended failure mode effect and criticality analysis (FMECA)-based sample allocation method for testability verification is presented in this study to deal with the poor representativeness of test sample sets and the randomness of the testability evaluation results caused by unreasonable selection of failure samples. First, the fault propagation intensity is introduced as part of the extended information of FMECA, and the sample allocation impact factors of component units and failure modes are determined under this framework. Then, the failure mode similarity and impact factor support are defined, and the game decision method for weighing the relationship between similarity and support is proposed to obtain the weight of failure mode impact factor. Finally, a two-step allocation framework of test samples is formulated to realize the sample allocation of component units and failure modes. This method is applied to the testability verification test of a launch control system. Results show that this method can obtain more representative test samples compared with the traditional sample allocation method while effectively reducing randomness of single testability evaluation result.
Keywords:failure mode effect and criticality analysis (FMECA)  failure mode similarity  impact factor support  sample allocation  testability  verification test
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