4.7 Article

Reliability improvement experiments with degradation data

期刊

IEEE TRANSACTIONS ON RELIABILITY
卷 55, 期 1, 页码 149-157

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TR.2005.858096

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Brownian motion; design of experiments; loss function; robust parameter design

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Design of experiments is a useful tool for improving the quality & reliability of products. This article develops an integrated methodology for quality & reliability improvement when degradation data are available as the response in the experiments. The noise factors affecting the product are classified into two groups which led to a Brownian motion model for the degradation characteristic. A simple optimization procedure for finding the best control factor setting is developed using an integrated loss function. The methodology is illustrated with an application to a window wiper switch experiment.

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