Optimal step-stress accelerated degradation test plan for gamma degradation processes

doi:10.1109/TR.2009.2033734

機構典藏 > College of Sciences > Graduate Institute & Department of Mathematics > Journal Article > Item 987654321/58134

Please use this identifier to cite or link to this item: https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/58134

Title:	Optimal step-stress accelerated degradation test plan for gamma degradation processes
Authors:	Tseng, Sheng-tsaing;Balakrishnan, N.;Tsai, Chih-chun
Contributors:	淡江大學數學學系
Date:	2009-12
Issue Date:	2011-09-29 20:40:25 (UTC+8)
Publisher:	IEEE Reliability Society
Abstract:	Step-stress accelerated degradation testing (SSADT) is a useful tool for assessing the lifetime distribution of highly reliable products (under a typical-use condition) when the available test items are very few. Recently, an optimal SSADT plan was proposed based on the assumption that the underlying degradation path follows a Wiener process. However, the degradation model of many materials (especially in the case of fatigue data) may be more appropriately modeled by a gamma process which exhibits a monotone increasing pattern. Hence, in practice, designing an efficient SSADT plan for a gamma degradation process is of great interest. In this paper, we first introduce the SSADT model when the degradation path follows a gamma process. Next, under the constraint that the total experimental cost does not exceed a pre-specified budget, the optimal settings such as sample size, measurement frequency, and termination time are obtained by minimizing the approximate variance of the estimated MTTF of the lifetime distribution of the product. Finally, an example is presented to illustrate the proposed method.
Relation:	IEEE Transactions on Reliability 58(4), pp.611-618
DOI:	10.1109/TR.2009.2033734
Appears in Collections:	[Graduate Institute & Department of Mathematics] Journal Article

Files in This Item:

File	Size	Format
index.html	0Kb	HTML	270	View/Open
index.html	0Kb	HTML	71	View/Open
Optimal step-stress accelerated degradation test plan for gamma degradation processes.pdf	231Kb	Adobe PDF	1	View/Open

Loading...