Optimal Design for Accelerated-Stress Acceptance Test Based on Wiener Process
學年 103
學期 2
出版（發表）日期 2015-06-01
作品名稱 Optimal Design for Accelerated-Stress Acceptance Test Based on Wiener Process
作品名稱（其他語言）
著者 Tsai, Chih-Chun; Lin, Chien-Tai; Narayanaswamy, Balakrishnan
單位
出版者
著錄名稱、卷期、頁數 IEEE Transactions on Reliability 64(2), pp.603-612
摘要 Acceptance testing is widely used to assess whether a product meets the expectations of customers. Yet, traditional acceptance tests based on time-to-failure data will not be practical because today's highly reliable products may take a long time to fail. It may be good in this case to base a test on a suitable quality characteristic (QC) whose degradation over time is related to the reliability of the product. Motivated by resistor data, we first propose a degradation model to describe the degradation paths of the resistors. Next, we present an accelerated-stress acceptance test to reduce the acceptance testing time, and then derive the optimal accelerated-stress acceptance testing time for a product, and the probability of acceptance of the batch. A model incorporating cost is also used to determine the optimal design for an accelerated-stress acceptance experiment, and a motivating example is then presented to illustrate the proposed procedure. Finally, we examine the performance of the estimators, and the effect of misspecification of the parameters on the optimal test plan through a Monte Carlo simulation study, and a detailed sensitivity analysis.
關鍵字 Cost function;optimal accelerated-stress acceptance testing time;optimal test plan;parameter misspecification;quality;characteristic;sensitivity analysis
語言 en_US
ISSN 1558-1721
期刊性質 國外
收錄於 SCI
產學合作
通訊作者
審稿制度 否
國別 USA
公開徵稿
出版型式 ,電子版
相關連結

機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/104235 )