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To analyse the influence of material parameters and the working condition on the friction and wear performance of brakes with less test data, the Sobol method is employed to obtain factor sensitivity, which could reflect the importance of different factors to brake performance, and a surrogate prediction model, which is necessary in the Sobol method, is established by support vector machine (SVM)...
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