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Chen, Ding-Geng (Din)

Statistical Modeling for Degradation Data

Chen, Ding-Geng (Din) - Statistical Modeling for Degradation Data, ebook

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ISBN: 9789811051944
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Table of contents

Part I. Review and Theoretical Framework

1. Stochastic Accelerated Degradation Models Based on a Generalized Cumulative Damage Approach
Chanseok Park

2. Hierarchical Bayesian Change-Point Analysis for Nonlinear Degradation Data
Suk Joo Bae, Tao Yuan

3. Degradation Modeling, Analysis, and Applications on Lifetime Prediction
Lirong Hu, Lingjiang Li, Qingpei Hu

4. On Some Shock Models with Poisson and Generalized Poisson Shock Processes
Ji Hwan Cha, Maxim Finkelstein

5. Degradation-Based Reliability Modeling of Complex Systems in Dynamic Environments
Weiwen Peng, Lanqing Hong, Zhisheng Ye

6. A Survey of Modeling and Application of Non-destructive and Destructive Degradation Tests
Chih-Chun Tsai, Chien-Tai Lin, N. Balakrishnan

Part II. Modeling and Experimental Designs

7. Degradation Test Plan for a Nonlinear Random-Coefficients Model
Seong-Joon Kim, Suk Joo Bae

8. Optimal Designs for LED Degradation Modeling
Tzong-Ru Tsai, Yuhlong Lio, Nan Jiang, Hon Keung Tony Ng, Ding-Geng (Din) Chen

9. Gamma Degradation Models: Inference and Optimal Design
N. Balakrishnan, Chih-Chun Tsai, Chien-Tai Lin

10. Misspecification Analysis of Gamma with Inverse Gaussian Degradation Processes
Sheng-Tsaing Tseng, Yu-Cheng Yao

Part III. Applications

11. Practical Applications of a Family of Shock-Degradation Failure Models
Mei-Ling T. Lee, G. A. Whitmore

12. Statistical Methods for Thermal Index Estimation Based on Accelerated Destructive Degradation Test Data
Yimeng Xie, Zhongnan Jin, Yili Hong, Jennifer H. Mullekom

13. Inference on Remaining Useful Life Under Gamma Degradation Models with Random Effects
Man Ho Ling, Hon Keung Tony Ng, Kwok-Leung Tsui

14.
ADDT: An R Package for Analysis of Accelerated Destructive Degradation Test Data
Zhongnan Jin, Yimeng Xie, Yili Hong, Jennifer H. Mullekom

15. Modeling and Inference of CD4 Data
Shuang He, Chuanhai Liu, Xiao Wang

16. State Space Models Based Prognostic Methods for Remaining Useful Life Prediction of Rechargeable Batteries
Dong Wang, Kwok-Leung Tsui

17. On System Identification for Accelerated Destructive Degradation Testing of Nonlinear Dynamic Systems
Jacq Crous, Daniel Nicolas Wilke, Schalk Kok, Ding-Geng (Din) Chen, Stephan Heyns

Keywords: Statistics, Statistical Theory and Methods, Statistics for Business/Economics/Mathematical Finance/Insurance

Editor
 
 
 
Publisher
Springer
Publication year
2017
Language
en
Edition
1
Series
ICSA Book Series in Statistics
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9789811051944
Printed ISBN
978-981-10-5193-7

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