Bayesian optimal design of step stress accelerated degradation testing

• 作 者: Xiaoyang Li Mohammad Rezvaniza
• 机 构: ScienceandTechnologyonReliabilityandEnvironmentalEngineeringLaboratory,NSFIndustry/UniversityCoopera
• 出 处: 系统工程与电子技术：英文版
• 发表日期: 2015年3期
• 关键词: 贝叶斯方法 退化模型 优化设计 步进应力 试验 美国航空航天局 锂离子电池 漂移布朗运动 accelerated testing Bayesian theor
• 基金项目: This work was supported by the National Natural Science Foundation of China （61104182）.

This study presents a Bayesian methodology for designing step stress accelerated degradation testing(SSADT) and its application to batteries. First, the simulation-based Bayesian design framework for SSADT is presented. Then, by considering historical dat