Data-Driven Remaining Useful Life Prognosis Techniques

Xiao-Sheng Si (), Zheng-Xin Zhang () and Chang-Hua Hu ()
Additional contact information
Xiao-Sheng Si: Xi’an Institute of High-Technology
Zheng-Xin Zhang: Xi’an Institute of High-Technology Department of Automation
Chang-Hua Hu: Xi’an Institute of High-Technology

in Springer Series in Reliability Engineering from Springer, currently edited by Hoang Pham

Date: 2017
ISBN: 978-3-662-54030-5
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Chapters in this book:

Ch Chapter 1 Advances in Data-Driven RUL Prognosis Techniques

Xiao-Sheng Si, Zheng-Xin Zhang and Chang-Hua Hu

Ch Chapter 10 Prognostics for Hidden and Age-Dependent Nonlinear Degrading Systems

Xiao-Sheng Si, Zheng-Xin Zhang and Chang-Hua Hu

Ch Chapter 11 Prognostics for Nonlinear Degrading Systems with Three-Source Variability

Xiao-Sheng Si, Zheng-Xin Zhang and Chang-Hua Hu

Ch Chapter 12 RSL Prediction Approach for Systems with Operation State Switches

Xiao-Sheng Si, Zheng-Xin Zhang and Chang-Hua Hu

Ch Chapter 13 Reliability Estimation Approach for PMS

Xiao-Sheng Si, Zheng-Xin Zhang and Chang-Hua Hu

Ch Chapter 14 A Real-Time Variable Cost-Based Maintenance Model

Xiao-Sheng Si, Zheng-Xin Zhang and Chang-Hua Hu

Ch Chapter 15 An Adaptive Spare Parts Demand Forecasting Method Based on Degradation Modeling

Xiao-Sheng Si, Zheng-Xin Zhang and Chang-Hua Hu

Ch Chapter 16 Variable Cost-Based Maintenance and Inventory Model

Xiao-Sheng Si, Zheng-Xin Zhang and Chang-Hua Hu

Ch Chapter 2 Planning Repeated Degradation Testing for Degrading Products

Xiao-Sheng Si, Zheng-Xin Zhang and Chang-Hua Hu

Ch Chapter 3 Specifying Measurement Errors for Required Lifetime Estimation Performance

Xiao-Sheng Si, Zheng-Xin Zhang and Chang-Hua Hu

Ch Chapter 4 An Adaptive Remaining Useful Life Estimation Approach with a Recursive Filter

Xiao-Sheng Si, Zheng-Xin Zhang and Chang-Hua Hu

Ch Chapter 5 An Exact and Closed-Form Solution to Degradation Path-Dependent RUL Estimation

Xiao-Sheng Si, Zheng-Xin Zhang and Chang-Hua Hu

Ch Chapter 6 Estimating RUL with Three-Source Variability in Degradation Modeling

Xiao-Sheng Si, Zheng-Xin Zhang and Chang-Hua Hu

Ch Chapter 7 RUL Estimation Based on a Nonlinear Diffusion Degradation Process

Xiao-Sheng Si, Zheng-Xin Zhang and Chang-Hua Hu

Ch Chapter 8 Prognostics for Age- and State-Dependent Nonlinear Degrading Systems

Xiao-Sheng Si, Zheng-Xin Zhang and Chang-Hua Hu

Ch Chapter 9 Adaptive Prognostic Approach via Nonlinear Degradation Modeling

Xiao-Sheng Si, Zheng-Xin Zhang and Chang-Hua Hu

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DOI: 10.1007/978-3-662-54030-5

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