A neural network-evolutionary computational framework for remaining useful life estimation of mechanical systems

Remaining useful life estimation for mechanical systems based on similarity of phase space trajectory

Expert Systems with Applications ◽

10.1016/j.eswa.2014.10.041 ◽

2015 ◽

Vol 42 (5) ◽

pp. 2353-2360 ◽

Cited By ~ 40

Author(s):

Qing Zhang ◽

Peter Wai-Tat Tse ◽

Xiang Wan ◽

Guanghua Xu

Keyword(s):

Phase Space ◽

Mechanical Systems ◽

Remaining Useful Life ◽

Life Estimation ◽

Useful Life ◽

Phase Space Trajectory

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) ◽

Hybrid Deep Neural Network Model for Remaining Useful Life Estimation

10.1109/icassp.2019.8683763 ◽

2019 ◽

Cited By ~ 1

Author(s):

Ali Al-Dulaimi ◽

Soheil Zabihi ◽

Amir Asif ◽

Arash Mohammadi

Keyword(s):

Neural Network ◽

Network Model ◽

Neural Network Model ◽

Deep Neural Network ◽

Remaining Useful Life ◽

Life Estimation ◽

Recurrent Neural Network Based on Statistical Recurrent Unit for Remaining Useful Life Estimation

2019 8th Brazilian Conference on Intelligent Systems (BRACIS) ◽

10.1109/bracis.2019.00081 ◽

2019 ◽

Author(s):

Andre Ribeiro de Miranda ◽

Talles M. G. de Andrade Barbosa ◽

Andre G. Scolari Conceicao ◽

Symone G. Soares Alcala

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Remaining Useful Life ◽

Life Estimation ◽

Fault diagnosis and remaining useful life estimation of aero engine using LSTM neural network

2016 IEEE International Conference on Aircraft Utility Systems (AUS) ◽

10.1109/aus.2016.7748035 ◽

2016 ◽

Cited By ~ 54

Author(s):

Mei Yuan ◽

Yuting Wu ◽

Li Lin

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Remaining Useful Life ◽

Life Estimation ◽

Aero Engine ◽

Spatio-temporal graph convolutional neural network for remaining useful life estimation of aircraft engines

Aerospace Systems ◽

10.1007/s42401-020-00070-x ◽

2020 ◽

Author(s):

Mengni Wang ◽

Yuanxiang Li ◽

Yuxuan Zhang ◽

Lei Jia

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Remaining Useful Life ◽

Aircraft Engines ◽

Life Estimation ◽

Useful Life ◽

Temporal Graph ◽

Spatio Temporal

2017 International Conference on Information, Communication and Engineering (ICICE) ◽

Enhancing Convolutional Neural Network Deep Learning for Remaining Useful Life Estimation in Smart Factory Applications

10.1109/icice.2017.8478928 ◽

2017 ◽

Author(s):

Jehn-Ruey Jiang ◽

Chang-Kuei Kuo

Keyword(s):

Neural Network ◽

Deep Learning ◽

Convolutional Neural Network ◽

Remaining Useful Life ◽

Smart Factory ◽

Life Estimation ◽

Real-Time Bearing Remaining Useful Life Estimation Based on the Frozen Convolutional and Activated Memory Neural Network

IEEE Access ◽

10.1109/access.2019.2929271 ◽

2019 ◽

Vol 7 ◽

pp. 96583-96593 ◽

Author(s):

Zesheng Chen ◽

Xiaotong Tu ◽

Yue Hu ◽

Fucai Li

Keyword(s):

Neural Network ◽

Real Time ◽

Remaining Useful Life ◽

Life Estimation ◽

Meta-cognitive Regression Neural Network for function approximation: Application to Remaining Useful Life estimation

2016 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2016.7727831 ◽

2016 ◽

Author(s):

G. Sateesh Babu ◽

Xiao-Li Li ◽

S. Suresh

Keyword(s):

Neural Network ◽

Function Approximation ◽

Remaining Useful Life ◽

Life Estimation ◽

Adaptive Spatio-Temporal Graph Convolutional Neural Network for Remaining Useful Life Estimation

2020 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn48605.2020.9206739 ◽

2020 ◽

Author(s):

Yuxuan Zhang ◽

Yuanxiang Li ◽

Xian Wei ◽

Lei Jia

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Remaining Useful Life ◽

Life Estimation ◽

Useful Life ◽

Temporal Graph ◽

Spatio Temporal

Remaining Useful Life Estimation in Prognostics Using Deep Bidirectional LSTM Neural Network

2018 Prognostics and System Health Management Conference (PHM-Chongqing) ◽

10.1109/phm-chongqing.2018.00184 ◽

2018 ◽

Cited By ~ 16

Author(s):

Jiujian Wang ◽

Guilin Wen ◽

Shaopu Yang ◽

Yongqiang Liu

Keyword(s):

Neural Network ◽

Remaining Useful Life ◽

Life Estimation ◽

Useful Life ◽

Bidirectional Lstm