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Theory for Optimum Censored Accelerated Life Tests for Normal and Lognormal Life Distributions
Authors:Wayne Nelson  Thomas J. Kielpinski
Affiliation:1. General Electric Company Corporate Research and Development , Schenectady , New York , 12345;2. 6514 Test Squadron, Hill Air Force Base , Utah , 84406
Abstract:This expository paper presents theory for optimum plans for accelerated life tests for estimating a simple linear relationship between a stress and product life, which has a normal or lognormal distribution, when the data are to be analyzed before all test units fail. Standard plans with equal numbers of test units at equally spaced test stresses are presented and are compared with the optimum plans. While the optimllm plans may not always be robust enough in practice, they indicate that more test units should be run at low stress than at high stress. The plans are illustrated with a temperatllre-accelersted life test of an electrical insulation analyzed with the Arrhenius model.
Keywords:Optimum Plans  Accelerated Testing  Censored Life Data  Overst ress Testing  Normal and Lognormal Distribrltions  Reliability  Maximum Likelihood Estimation
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