Proposal of a Validation Method of Failure Mode Analyses based on the Stress-Strength Model with a Support Vector Machine

•Design deviation method(DDM) was proposed to predict failure modes of materials.•The procedure of DDM was analyzed using by Support Vector Machine(SVM).•Failure mode comparison exercises by FMEA, DRBFM and DDM were conducted. From exercises results, DDM was able to predict the most failure modes of...

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