Transferable convolutional neural network based remaining useful life prediction of bearing under multiple failure behaviors

Life Prediction ◽

Remaining Useful Life ◽

Probabilistic Remaining Useful Life Prediction Based on Deep Convolutional Neural Network

SSRN Electronic Journal ◽

10.2139/ssrn.3717738 ◽

2020 ◽

Author(s):

Zhibin Zhao ◽

Jingyao Wu ◽

David Wong ◽

Chuang Sun ◽

Ruqiang Yan

Keyword(s):

Neural Network ◽

Life Prediction ◽

Remaining Useful Life ◽

Deep Convolutional Neural Network ◽

Remaining Useful Life Prediction Based on a Double-Convolutional Neural Network Architecture

IEEE Transactions on Industrial Electronics ◽

10.1109/tie.2019.2924605 ◽

2019 ◽

Vol 66 (12) ◽

pp. 9521-9530 ◽

Cited By ~ 24

Author(s):

Boyuan Yang ◽

Ruonan Liu ◽

Enrico Zio

Keyword(s):

Neural Network ◽

Network Architecture ◽

Life Prediction ◽

Remaining Useful Life ◽

Neural Network Architecture ◽

Remaining useful life prediction using multi-scale deep convolutional neural network

Applied Soft Computing ◽

10.1016/j.asoc.2020.106113 ◽

2020 ◽

Vol 89 ◽

pp. 106113 ◽

Cited By ~ 6

Author(s):

Han Li ◽

Wei Zhao ◽

Yuxi Zhang ◽

Enrico Zio

Keyword(s):

Neural Network ◽

Life Prediction ◽

Remaining Useful Life ◽

Deep Convolutional Neural Network ◽

Multi Scale ◽

Deep Recurrent Convolutional Neural Network for Remaining Useful Life Prediction

2019 IEEE International Conference on Prognostics and Health Management (ICPHM) ◽

10.1109/icphm.2019.8819440 ◽

2019 ◽

Cited By ~ 3

Author(s):

Meng Ma ◽

Zhu Mao

Keyword(s):

Neural Network ◽

Life Prediction ◽

Remaining Useful Life ◽

Recurrent convolutional neural network: A new framework for remaining useful life prediction of machinery

Neurocomputing ◽

10.1016/j.neucom.2019.10.064 ◽

2020 ◽

Vol 379 ◽

pp. 117-129 ◽

Cited By ~ 9

Author(s):

Biao Wang ◽

Yaguo Lei ◽

Tao Yan ◽

Naipeng Li ◽

Liang Guo

Keyword(s):

Neural Network ◽

Life Prediction ◽

Remaining Useful Life ◽

Useful Life ◽

New Framework

Simultaneous Bearing Fault Recognition and Remaining Useful Life Prediction Using Joint-Loss Convolutional Neural Network

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2019.2915536 ◽

2020 ◽

Vol 16 (1) ◽

pp. 87-96 ◽

Cited By ~ 7

Author(s):

Ruonan Liu ◽

Boyuan Yang ◽

Alexander G. Hauptmann

Keyword(s):

Neural Network ◽

Life Prediction ◽

Remaining Useful Life ◽

Bearing Fault ◽

Fault Recognition ◽

A Temporal Pyramid Pooling-Based Convolutional Neural Network for Remaining Useful Life Prediction

10.3850/978-981-18-2016-8_478-cd ◽

2021 ◽

Author(s):

Ya Song ◽

Laurens Bliek ◽

Tangbin Xia ◽

Yingqian Zhang

Keyword(s):

Neural Network ◽

Life Prediction ◽

Remaining Useful Life ◽

Convolutional Neural Network for remaining useful life prediction based on vibration signal

Proceedings of the 29th European Safety and Reliability Conference (ESREL) ◽

10.3850/978-981-11-2724-3_0629-cd ◽

2019 ◽

Author(s):

Caio Bezerra Souto Maior ◽

Monalisa Cristina Moura dos Santos ◽

João Mateus Marques de Santana ◽

Ana Cláudia Souza Vidal de Negreiros ◽

Márcio das Chagas Moura ◽

...

Keyword(s):

Neural Network ◽

Life Prediction ◽

Vibration Signal ◽

Remaining Useful Life ◽

Multitask learning for health condition identification and remaining useful life prediction: deep convolutional neural network approach

Journal of Intelligent Manufacturing ◽

10.1007/s10845-020-01630-w ◽

2020 ◽

Cited By ~ 1

Author(s):

Tae San Kim ◽

So Young Sohn

Keyword(s):

Neural Network ◽

Life Prediction ◽

Health Condition ◽

Multitask Learning ◽

Remaining Useful Life ◽

Deep Convolutional Neural Network ◽

Network Approach ◽

Neural Network Approach ◽

Frequency Hoyer attention based convolutional neural network for remaining useful life prediction of machinery

Measurement Science and Technology ◽

10.1088/1361-6501/ac22f0 ◽

2021 ◽

Vol 32 (12) ◽

pp. 125108

Author(s):

Xin Huang ◽

Ping Zhang ◽

Wenjie Shi ◽

Shuzhi Dong ◽

Guangrui Wen ◽

...

Keyword(s):

Neural Network ◽

Life Prediction ◽

Remaining Useful Life ◽