Reliability estimation from two types of accelerated testing data based on an artificial neural network supported Wiener process

作者：

Highlights：

• ANN supported Wiener process is developed into a corresponding AT model.

• The corresponding statistical inference methods are developed.

• Both ALT data and ADT data can be utilized.

• This method shows superiority on population evaluation and individual prediction.

摘要

•ANN supported Wiener process is developed into a corresponding AT model.•The corresponding statistical inference methods are developed.•Both ALT data and ADT data can be utilized.•This method shows superiority on population evaluation and individual prediction.

论文关键词：Accelerated life testing,Accelerated degradation testing,Artificial neural network,Wiener process,Bayesian inference

论文评审过程：Received 23 August 2021, Revised 11 October 2021, Accepted 28 October 2021, Available online 17 November 2021, Version of Record 17 November 2021.

论文官网地址：https://doi.org/10.1016/j.amc.2021.126757