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An Age-Dependent and State-Dependent Adaptive Prognostic Approach for Hidden Nonlinear Degrading System

Zhenan Pang Xiaosheng Si Changhua Hu Zhengxin Zhang

自动化学报(英文版)2022,Vol.9Issue(5):907-921,15.
自动化学报(英文版)2022,Vol.9Issue(5):907-921,15.DOI:10.1109/JAS.2021.1003859

An Age-Dependent and State-Dependent Adaptive Prognostic Approach for Hidden Nonlinear Degrading System

An Age-Dependent and State-Dependent Adaptive Prognostic Approach for Hidden Nonlinear Degrading System

Zhenan Pang 1Xiaosheng Si 1Changhua Hu 1Zhengxin Zhang1

作者信息

  • 1. Department of Automation,Rocket Force University of Engineering,Xi'an 710025,China
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摘要

关键词

Expectation-maximization (EM)/hidden degrad-ation state/Kalman filter (KF)/remaining useful life (RUL)/unit-to-unit variability

Key words

Expectation-maximization (EM)/hidden degrad-ation state/Kalman filter (KF)/remaining useful life (RUL)/unit-to-unit variability

引用本文复制引用

Zhenan Pang,Xiaosheng Si,Changhua Hu,Zhengxin Zhang..An Age-Dependent and State-Dependent Adaptive Prognostic Approach for Hidden Nonlinear Degrading System[J].自动化学报(英文版),2022,9(5):907-921,15.

基金项目

This work was supported by the National Key R&D Program of China(2018YFB1306100),the National Natural Science Foundation of China(61922089,61833016,62073336,61903376,61773386),the National Science Foundation of Shannxi Province(2020JQ-489,2020JM-360). (2018YFB1306100)

自动化学报(英文版)

OACSCDCSTPCDEI

2329-9266

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