@inproceedings{cf7936cb88fd4ed3a5f488e72db2da33,
title = "Accelerated Storage Life Evaluation Method for Degraded Products Considering Block Effects and Censored Observations",
abstract = "Constrained by factors such as human and material resources, the random grouping test used in product reliability assessments encounters challenges such as block effects and censored observations. These challenges compound the difficulty and reduce the precision of evaluations. This study introduces a mixed-effects model designed to capture both fixed and random effects within the group data of a degraded product in an aerospace system. Utilizing the maximum likelihood estimation and the best linear unbiased prediction method, the parameters of the mixed-effects model are estimated and lifespan predictions are conducted. A comparison of the results with a traditional model is provided to demonstrate the enhanced performance of the proposed model.",
keywords = "block effects, censored observations, goodness-of-flt test, lifetime prediction, parameter estimates",
author = "Wenduo Zhang and Han Wang and Bingxin Yan and Xiaobing Ma",
note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 14th International Conference on Reliability, Maintainability and Safety, ICRMS 2023 ; Conference date: 26-08-2023 Through 29-08-2023",
year = "2023",
doi = "10.1109/ICRMS59672.2023.00238",
language = "英语",
series = "Proceedings - 2023 14th International Conference on Reliability, Maintainability and Safety, ICRMS 2023",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "1393--1401",
editor = "Liming Ren and Wong, \{W. Eric\} and Hailong Cheng and Xiaopeng Li and Shu Wang and Kanglun Liu and Ruifeng Li",
booktitle = "Proceedings - 2023 14th International Conference on Reliability, Maintainability and Safety, ICRMS 2023",
address = "美国",
}