Data Fusion Method of Life Prediction Based on Accelerated Degradation Test

被引：0
|
作者：
Lin Fengchun [1 ]
Ma Xiaobing [1 ]
Chen Yunxia [1 ]
Kang Rui [1 ]
机构：
[1] Beijing Univ Aeronaut & Astronaut, Sch Reliabil & Syst Engn, Beijing 100191, Peoples R China
来源：
MANAGEMENT ENGINEERING AND APPLICATIONS | 2010年
关键词：
Life prediction; Data fusion; Degradation; Degradation path; Accelerated degradation test;
D O I：
暂无
中图分类号：
S2 [农业工程];
学科分类号：
0828 ;
摘要：
A data fusion method of life prediction based on accelerated degradation test is presented. It can analyze all pseudo-life data at different stress levels as an integration, which can use more information and has higher prediction precision compared with traditional method. Pseudo-life data can be got with degradation data based on degradation path model by linear regression analysis or non-linear least square methodology. An example is discussed at last.
引用
收藏
页码：192 / 196
页数：5
相关论文
共 50 条
  • [1] Communication Equipment Storage life prediction based on Accelerated Degradation Test
    Sun, Zhenhang
    Zhu, Yuancheng
    Zhou, Zijian
    PROCEEDINGS OF 2020 IEEE 5TH INFORMATION TECHNOLOGY AND MECHATRONICS ENGINEERING CONFERENCE (ITOEC 2020), 2020, : 1440 - 1444
  • [2] LIFETIME PREDICTION METHOD FOR ELECTRON MULTIPLIER BASED ON ACCELERATED DEGRADATION TEST
    Wang, Yashun
    Zhang, Chunhua
    Chen, Xun
    Tan, Yuanyuan
    EKSPLOATACJA I NIEZAWODNOSC-MAINTENANCE AND RELIABILITY, 2014, 16 (03): : 484 - 490
  • [3] Accelerated Degradation Test and Particle Filter Based Remaining Useful Life Prediction
    Li, Xiaoyang
    Liu, Le
    He, Bin
    Jiang, Tongmin
    2013 PROGNOSTICS AND HEALTH MANAGEMENT CONFERENCE (PHM), 2013, 33 : 343 - 348
  • [4] Tools for Analysis of Accelerated Life and Degradation Test Data
    Smith, Reuel
    Modarres, Mohammad
    2016 IEEE ACCELERATED STRESS TESTING & RELIABILITY CONFERENCE (ASTR), 2016,
  • [5] Online Life Assessment Method of Operational Amplifier Based on Accelerated Degradation Test
    Gao, Cheng
    Hu, Linjiang
    Luo, Jun
    Huang, Jiaoying
    Cui, Can
    2015 PROGNOSTICS AND SYSTEM HEALTH MANAGEMENT CONFERENCE (PHM), 2015,
  • [6] Prediction of gear degradation trend under failure modes based on accelerated life test
    Yu, Rui
    He, Bin
    Qian, Shusheng
    ENGINEERING FAILURE ANALYSIS, 2025, 170
  • [7] A Bootstrap-Based Method for Processing Accelerated Life Test Data
    Wang, Xiaoyang
    Zhao, Junjie
    Li, Haiqing
    Liu, Yu
    Huang, Hong-Zhong
    2011 INTERNATIONAL CONFERENCE ON QUALITY, RELIABILITY, RISK, MAINTENANCE, AND SAFETY ENGINEERING (ICQR2MSE), 2011, : 333 - 335
  • [8] A Model Optimization Method for Accelerated Degradation Test Data
    Li, Xiaobing
    Pan, Guangze
    Ying, Jun
    Zhu, Xiaocui
    2019 4TH INTERNATIONAL CONFERENCE ON SYSTEM RELIABILITY AND SAFETY (ICSRS 2019), 2019, : 380 - 384
  • [9] Life prediction of lithium thionyl chloride batteries based on the pulse load test and accelerated degradation test
    Ye, Xuerong
    Sun, Qisen
    Li, Wenwen
    Zhai, Guofu
    QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2023, 39 (08) : 3335 - 3349
  • [10] MULTISENSOR DEGRADATION DATA FUSION AND REMAINING LIFE PREDICTION
    Wang, Changxi
    Elsayed, E. A.
    Li, Kang
    Cabrera, Javier
    PROCEEDINGS OF THE ASME PRESSURE VESSELS AND PIPING CONFERENCE, 2017, VOL 5, 2017,
12345