A load spectra design method for multi-stress accelerated testing

Author:

Ma Zhonghai1ORCID,Nie Songlin1ORCID,Liao Haitao2

Affiliation:

1. Beijing Key Laboratory of Advanced Manufacturing Technology, Beijing University of Technology, Beijing, China

2. Department of Industrial Engineering, University of Arkansas, Fayetteville, AR, USA

Abstract

Accelerated testing (AT) is an effective testing method for evaluating the reliability of highly reliable products. In many applications, such products are often subject to multiple stresses in actual working environments. Then, how to design the load spectra for multi-stress AT becomes a critical issue. In this paper, a new load spectra design method is proposed to overcome this challenge. Considering the properties of multiple stresses, a novel multi-stress loading matrix (MSLM) is modified to fully describe the load spectra in actual working environments and to generate the corresponding load spectra for AT. For illustration purposes, an inverse Gaussian (IG) process incorporating life-stress relationships is adopted to model product degradation under multiple stresses. A case study on a type of hydraulic piston pump is provided to demonstrate the use of the proposed method in guiding the load spectra design for multi-stress AT.

Funder

Beijing Postdoctoral Science Foundation

National Natural Science Foundation of China

General Program of Science and Technology Development Project of Beijing Municipal Education Commission

national natural science foundation of china

Publisher

SAGE Publications

Subject

Safety, Risk, Reliability and Quality

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