An empirical model to describe performance degradation for warranty abuse detection in portable electronics. (October 2015)

• Record Type: Journal Article
• Authors: Oh, Hyunseok; Choi, Seunghyuk; Kim, Keunsu; Youn, Byeng D.; Pecht, Michael
• Is Part Of: Reliability engineering & system safety. Volume 142(2015:Oct.)
• Page Start: 92
• Page End: 99
• Publication Date: 2015-10
• Subjects: Accelerated life test -- Liquid damage indicator -- Performance degradation model -- Warranty abuse detection; Reliability (Engineering) -- Periodicals; System safety -- Periodicals; Industrial safety -- Periodicals; Fiabilité -- Périodiques; Sécurité des systèmes -- Périodiques; Sécurité du travail -- Périodiques; 620.00452
• DOI: 10.1016/j.ress.2015.04.019
• Languages: English
• ISSNs: 0951-8320

Abstract

Abstract: Portable electronics makers have introduced liquid damage indicators (LDIs) into their products to detect warranty abuse caused by water damage. However, under certain conditions, these indicators can exhibit inconsistencies in detecting liquid damage. This study is motivated by the fact that the reliability of LDIs in portable electronics is suspected. In this paper, first, the scheme of life tests is devised for LDIs in conjunction with a robust color classification rule. Second, a degradation model is proposed by considering the two physical mechanisms—(1) phase change from vapor to water and (2) water transport in the porous paper—for LDIs. Finally, the degradation model is validated with additional tests using actual smartphone sets subjected to the thermal cycling of −15 °C to 25 °C and the relative humidity of 95%. By employing the innovative life testing scheme and the novel performance degradation model, it is expected that the performance of LDIs for a particular application can be assessed quickly and accurately. Highlights: Devise an efficient scheme of life testing for a warranty abuse detector in portable electronics. Develop a performance degradation model for the warranty abuse detector used in portable electronics. Validate the performance degradation model with life tests of actual smartphone sets. Help make a decision on warranty service in portable electronics manufacturers.