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Research article

First published 2026

Interpretable machine learning for predicting the remaining life of matrix microcracks in CFRP

Jiancheng Weng, Xuda Qin, Zhitong Zhou [...]

Journal of Composite Materials

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Research article

First published 2017-10

Remaining useful life prediction for non-stationary degradation processes with shocks

Xiaojie Ke, Zhengguo Xu, Wenhai Wang [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

Open access

Research article

First published 2022-5

Method for predicting cutter remaining life based on multi-scale cyclic convolutional network

Tao Li, Yinquan Yu, Chaoqiang Huang [...]

International Journal of Distributed Sensor Networks

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Research article

First published 2022

Abnormal symptom-triggered remaining useful life prediction for rolling element bearings

Yiwei Cheng, Ji Wang, Jun Wu [...]

Journal of Vibration and Control

Open access

Research article

First published 2019-12

Health indicator construction and remaining useful life prediction for space Stirling cryocooler

Lei Song, Haoran Liang, Wei Teng [...]

Advances in Mechanical Engineering

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Research article

First published 2020-9

Aircraft auxiliary power unit performance assessment and remaining useful life evaluation for predictive maintenance

Fangyuan Wang, Jianzhong Sun, Xinchao Liu [...]

Proceedings of the Institution of Mechanical Engineers,Part A: Journal of Power and Energy

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Research article

First published 2020-4

Remaining useful life prediction for the electro-hydraulic actuator based on improved relevance vector machine

Runxia Guo, Zhenghua Liu, Jiaqi Wang

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

Open access

Research article

First published 2022-6

Convolution neural network based particle filtering for remaining useful life prediction of rolling bearing

Xiyang Liu, Guo Chen, Zhenjie Cheng [...]

Advances in Mechanical Engineering

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Research article

First published 2020-5

An ensemble decision tree methodology for remaining useful life prediction of spur gears under natural pitting progression

Pradeep Kundu, Ashish K Darpe, Makarand S Kulkarni

Structural Health Monitoring

Open access

Research article

First published 2022-1

Prediction of remaining useful life of rolling bearing based on fractal dimension and convolutional neural network

Guorong Ding, Wenbo Wang, Jiaojiao Zhao

Measurement and Control

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