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    題名: Optimal design of degradation tests in presence of cost constraint
    作者: Wu, Shuo-jye;Chang, Chun-tao
    貢獻者: 淡江大學統計學系
    關鍵詞: Degradation data;Nonlinear mixed integer programming;Nonlinear mixed-effect model;Reliability
    日期: 2002-05-01
    上傳時間: 2009-11-30 12:53:17 (UTC+8)
    出版者: Elsevier
    摘要: Degradation test is a useful technique to provide information about the lifetime of highly reliable products. We obtain the degradation measurements over time in such a test. In general, the degradation data are modeled by a nonlinear regression model with random coefficients. If we can obtain the estimates of parameters under the model, then the failure time distribution can be estimated. However, in order to obtain a precise estimate of the percentile of failure time distribution, one needs to design an optimal degradation test. Therefore, this study proposes an approach to determine the number of units to test, inspection frequency, and termination time of a degradation test under a determined cost of experiment such that the variance of estimator of percentile of failure time distribution is minimum. The method will be applied to a numerical example and the sensitivity analysis will be discussed.
    關聯: Reliability Engineering & System Safety 76(2), pp.109-115
    DOI: 10.1016/S0951-8320(01)00123-5
    顯示於類別:[統計學系暨研究所] 期刊論文


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