Long Short-Term Memory Network for Remaining Useful Life estimation

2017 IEEE International Conference on Prognostics and Health Management (ICPHM) ◽

10.1109/icphm.2017.7998311 ◽

2017 ◽

Cited By ~ 93

Author(s):

Shuai Zheng ◽

Kosta Ristovski ◽

Ahmed Farahat ◽

Chetan Gupta

Keyword(s):

Short Term Memory ◽

Remaining Useful Life ◽

Short Term ◽

Term Memory ◽

Life Estimation ◽

Memory Network ◽

Useful Life ◽

Long Short Term Memory

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Uncertainty Prediction of Remaining Useful Life Using Long Short-Term Memory Network Based on Bootstrap Method

2018 IEEE International Conference on Prognostics and Health Management (ICPHM) ◽

10.1109/icphm.2018.8448804 ◽

2018 ◽

Cited By ~ 11

Author(s):

Yuan Liao ◽

Linxuan Zhang ◽

Chongdang Liu

Keyword(s):

Short Term Memory ◽

Bootstrap Method ◽

Remaining Useful Life ◽

Short Term ◽

Term Memory ◽

Uncertainty Prediction ◽

Memory Network ◽

Useful Life ◽

Long Short Term Memory

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A Joint Long Short-Term Memory and AdaBoost regression approach with application to remaining useful life estimation

Measurement ◽

10.1016/j.measurement.2020.108707 ◽

2021 ◽

Vol 170 ◽

pp. 108707

Author(s):

Xiaoyan Zhu ◽

Ping Zhang ◽

Min Xie

Keyword(s):

Short Term Memory ◽

Remaining Useful Life ◽

Short Term ◽

Term Memory ◽

Life Estimation ◽

Regression Approach ◽

Useful Life ◽

Long Short Term Memory

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Prediction Interval Estimation of Aero-Engine Remaining Useful Life Based on Bidirectional Long Short-Term Memory Network

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2021.3126006 ◽

2021 ◽

pp. 1-1

Author(s):

Chuang Chen ◽

Ningyun Lu ◽

Bin Jiang ◽

Yin Xing ◽

Zheng Hong Zhu

Keyword(s):

Short Term Memory ◽

Prediction Interval ◽

Interval Estimation ◽

Remaining Useful Life ◽

Short Term ◽

Term Memory ◽

Aero Engine ◽

Memory Network ◽

Useful Life ◽

Long Short Term Memory

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Prediction of Remaining Useful Life Via Self-Attention Mechanism-Based Convolutional Long Short-Term Memory Network

10.3850/978-981-18-2016-8_426-cd ◽

2021 ◽

Author(s):

Jiusi Zhang ◽

Shen Yin ◽

Hao Luo ◽

Muhammad Gibran Alfariz

Keyword(s):

Short Term Memory ◽

Attention Mechanism ◽

Remaining Useful Life ◽

Short Term ◽

Term Memory ◽

Memory Network ◽

Useful Life ◽

Long Short Term Memory

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Remaining useful life estimation using long short-term memory deep learning

2018 IEEE International Conference on Applied System Invention (ICASI) ◽

10.1109/icasi.2018.8394326 ◽

2018 ◽

Cited By ~ 8

Author(s):

Che-Sheng Hsu ◽

Jehn-Ruey Jiang

Keyword(s):

Deep Learning ◽

Short Term Memory ◽

Remaining Useful Life ◽

Short Term ◽

Term Memory ◽

Life Estimation ◽

Useful Life ◽

Long Short Term Memory

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Rolling element bearing remaining useful life estimation based on a convolutional long-short-term memory network

Procedia Computer Science ◽

10.1016/j.procs.2018.01.106 ◽

2018 ◽

Vol 127 ◽

pp. 123-132 ◽

Cited By ~ 37

Author(s):

Ahmed Zakariae Hinchi ◽

Mohamed Tkiouat

Keyword(s):

Short Term Memory ◽

Remaining Useful Life ◽

Rolling Element Bearing ◽

Short Term ◽

Life Estimation ◽

Rolling Element ◽

Memory Network ◽

Element Bearing ◽

Useful Life ◽

Long Short Term Memory

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A Method of Bearing Remaining Useful Life Estimation Based on Convolutional Long Short-term Memory Neural Network

Journal of Mechanical Engineering ◽

10.3901/jme.2021.21.088 ◽

2021 ◽

Vol 57 (21) ◽

pp. 88

Keyword(s):

Neural Network ◽

Short Term Memory ◽

Remaining Useful Life ◽

Short Term ◽

Term Memory ◽

Life Estimation ◽

Useful Life ◽

Long Short Term Memory

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Remaining useful life prediction in prognostics using multi-scale sequence and Long Short-Term Memory network

Journal of Computational Science ◽

10.1016/j.jocs.2021.101508 ◽

2021 ◽

pp. 101508

Author(s):

Ruiguan Lin ◽

Yaowei Yu ◽

Huawei Wang ◽

Changchang Che ◽

Xiaomei Ni

Keyword(s):

Life Prediction ◽

Short Term Memory ◽

Remaining Useful Life ◽

Short Term ◽

Term Memory ◽

Multi Scale ◽

Memory Network ◽

Useful Life ◽

Long Short Term Memory ◽

Scale Sequence

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Remaining Useful Life Prediction Based on Multi-channel Attention Bidirectional Long Short-term Memory Network

10.1109/sdpc52933.2021.9563596 ◽

2021 ◽

Author(s):

Wenting Wang ◽

Biao Wang ◽

Naipeng Li ◽

Yaguo Lei ◽

Tao Yan

Keyword(s):

Life Prediction ◽

Short Term Memory ◽

Remaining Useful Life ◽

Short Term ◽

Term Memory ◽

Memory Network ◽

Useful Life ◽

Long Short Term Memory

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The early prediction of lithium-ion battery remaining useful life using a novel Long Short-Term Memory network

10.1109/iciea51954.2021.9516254 ◽

2021 ◽

Author(s):

Meng Zhang ◽

Lifeng Wu ◽

Zhen Peng

Keyword(s):

Lithium Ion Battery ◽

Short Term Memory ◽

Lithium Ion ◽

Remaining Useful Life ◽

Early Prediction ◽

Short Term ◽

Term Memory ◽

Memory Network ◽

Useful Life ◽

Long Short Term Memory

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