Optimal Design of Multiple Stresses Accelerated Life Test Plan Based on Transforming the Multiple St

来源 :Chinese Journal of Mechanical Engineering | 被引量 : 0次 | 上传用户:lys520168
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For planning optimum multiple stresses accelerated life test plans, a commonly followed guiding principle is that all parameters of the life-stress relationship should be estimated, and the number of the stress level combinations must be no less than the number of parameters of the life-stress relationship. However, the general objective of an accelerated life test(ALT) is to assess the p-th quantile of the product life distribution under normal stress. For this objective, estimating all model parameters is not necessary, and this will increase the cost of test. Based on the theoretical conclusion that the stress level combinations of the optimum multiple stresses ALT plan locate on a straight line through the origin of coordinate, it is proposed that a design idea of planning the optimum multiple stresses ALT plan through transforming the problem of designing an optimum multiple stresses ALT plan to designing an optimum single stress ALT plan. Moreover, a method of planning the optimum multiple stresses ALT plan which can avoid estimating all model parameters is established. An example shows that, the proposed plan which only has two stress level combinations could achieve an accuracy no less than the traditional plan, and save the test time and cost on one stress level combination at least; when the actual product life is less than the design value, even the deviation of the model initial parameters value is up to 20%, the variance of the estimation of the p-th quantile of the proposed plan is still smaller than the traditional plans approximately 25%. A design method is provided for planning the optimum multiple stresses ALT which uses the statistical optimum degenerate test plan as the optimum multiple stresses accelerated life test plan. For planning optimum multiple stressed accelerated life test plans, a commonly followed guiding principle is that all all of the parameters of the life-stress relationship should be estimated, and the number of the stress level combinations must be no less than the number of parameters of the life- stress relationship. However, the general objective of an accelerated life test (ALT) is to assess the p-th quantile of the product life distribution under normal stress. For this objective, estimating all model parameters is not necessary, and this will increase the Based on the theoretical conclusion that the stress level combinations of the appropriate multiple stresses ALT plan locate on a straight line through the origin of coordinates, it is proposed that a design idea of ​​planning the appropriate multiple stresses ALT plan through transforming the problem of designing an optimum multiple stresses ALT plan to designing an optimum single stress ALT plan. Moreover, a method of planning the optimu m multiple stresses ALT plan which can avoid estimating all model parameters is established. An example shows that can avoid estimating all model parameters is established. stress level combination at least; when the actual product life is less than the design value, even the deviation of the model initial parameters value is up to 20%, the variance of the estimation of the p-th quantile of the proposed plan is still smaller than the traditional plans approximately 25%. A design method is provided for planning the appropriate multiple stresses ALT which uses the statistical optimum degenerate test plan as the.
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