Lifetime Prediction Based on Degradation Data Analysis with a Change Point

摘要：

　　To predict the lifetime based on degradation data analysis has been widely studied.The accuracy of lifetime prediction largely depends on whether the degradation model is appropriate or not.For some products,there is a change point in the degradation process,and the entire degradation process can be divided into two phases by the change point.Motivated by an example of resistors,we studied the difference of several modeling approaches with nonlinear gamma and wiener process.The result indicated that modeling the process after the change point obtained more reasonable estimations in the example.

关键词： Lifetime prediction Degradation model Changepoint

作者: Haowei Wang Tingxue Xu Jikun Yang

作者单位: Department of Graduate Students’ Brigade, NAAU, Yantai, 264001 Shandong, China Department of Ordnance Science and Technology, NAAU, Yantai, 264001 Shandong, China

会议类型: 国际会议

会议名称: 2013西安国际航空维修与管理学术会议

会议地点: 西安

会议语种:英文

页码: 527-534

在线出版日期: 2013-11-25（万方平台首次上网日期，不代表论文的发表时间）