Deep Feature-aligned Convolutional Neural Network for Machinery Fault Diagnosis

2020 International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD) ◽

10.1109/icsmd50554.2020.9261675 ◽

2020 ◽

Author(s):

Junbin Chen ◽

Longcan Liu ◽

Ruyi Huang ◽

Weihua Li

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Deep Feature ◽

Machinery Fault Diagnosis

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Rotating machinery fault diagnosis based on convolutional neural network and infrared thermal imaging

Chinese Journal of Aeronautics ◽

10.1016/j.cja.2019.08.014 ◽

2020 ◽

Vol 33 (2) ◽

pp. 427-438 ◽

Author(s):

Yongbo LI ◽

Xiaoqiang DU ◽

Fangyi WAN ◽

Xianzhi WANG ◽

Huangchao YU

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Thermal Imaging ◽

Rotating Machinery ◽

Infrared Thermal Imaging ◽

Machinery Fault Diagnosis

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AKSNet: A novel convolutional neural network with adaptive kernel width and sparse regularization for machinery fault diagnosis

Journal of Manufacturing Systems ◽

10.1016/j.jmsy.2021.03.022 ◽

2021 ◽

Vol 59 ◽

pp. 467-480

Author(s):

Zhuang Ye ◽

Jianbo Yu

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Sparse Regularization ◽

Kernel Width ◽

Adaptive Kernel ◽

Machinery Fault Diagnosis

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A Convolutional Neural Network for Rotating Machinery Fault Diagnosis Based on Fast Independent Component Analysis

Proceedings of IncoME-V & CEPE Net-2020 - Mechanisms and Machine Science ◽

10.1007/978-3-030-75793-9_67 ◽

2021 ◽

pp. 700-708

Author(s):

Guangxin Li ◽

Yong Chen ◽

Wenqing Wang ◽

Rui Liu ◽

Fengshou Gu

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Independent Component Analysis ◽

Convolutional Neural Network ◽

Component Analysis ◽

Rotating Machinery ◽

Independent Component ◽

Fast Independent Component Analysis ◽

Machinery Fault Diagnosis

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An Adaptive Weighted Multiscale Convolutional Neural Network for Rotating Machinery Fault Diagnosis Under Variable Operating Conditions

IEEE Access ◽

10.1109/access.2019.2936625 ◽

2019 ◽

Vol 7 ◽

pp. 118954-118964 ◽

Author(s):

Huihui Qiao ◽

Taiyong Wang ◽

Peng Wang ◽

Lan Zhang ◽

Mingda Xu

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Rotating Machinery ◽

Operating Conditions ◽

Variable Operating Conditions ◽

Machinery Fault Diagnosis

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An Ensemble Learning Algorithm for Machinery Fault Diagnosis Based on Convolutional Neural Network and Gradient Boosting Decision Tree

Journal of Physics Conference Series ◽

10.1088/1742-6596/2025/1/012041 ◽

2021 ◽

Vol 2025 (1) ◽

pp. 012041

Author(s):

Jing Zhou ◽

Yang Gao ◽

Jianping Lu ◽

Chun Yin ◽

Huan Han

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Decision Tree ◽

Convolutional Neural Network ◽

Ensemble Learning ◽

Learning Algorithm ◽

Gradient Boosting ◽

Ensemble Learning Algorithm ◽

Machinery Fault Diagnosis

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The Variational Kernel Based 1-D Convolutional Neural Network for Machinery Fault Diagnosis

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2021.3105252 ◽

2021 ◽

pp. 1-1

Author(s):

Zhenling Mo ◽

Zijun Zhang ◽

Kwok-Leung Tsui

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Machinery Fault Diagnosis

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A Novel Approach to Fault Diagnosis of High Voltage Transmission line - A Self Attentive Convolutional Neural Network Model

2020 IEEE Region 10 Symposium (TENSYMP) ◽

10.1109/tensymp50017.2020.9230660 ◽

2020 ◽

Author(s):

Shahriar Rahman Fahim ◽

Md. Rabiul Islam Sarker ◽

Md. Arifuzzaman ◽

Md. Sakhawat Hosen ◽

Subrata K Sarker ◽

...

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Transmission Line ◽

Convolutional Neural Network ◽

Network Model ◽

High Voltage ◽

Neural Network Model ◽

High Voltage Transmission Line ◽

Novel Approach ◽

High Voltage Transmission

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Fault Diagnosis of Bearings Based on Multi-Sensor Information Fusion and 2D Convolutional Neural Network

IEEE Access ◽

10.1109/access.2021.3056767 ◽

2021 ◽

Vol 9 ◽

pp. 23717-23725

Author(s):

Jiaxing Wang ◽

Dazhi Wang ◽

Sihan Wang ◽

Wenhui Li ◽

Keling Song

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Information Fusion ◽

Sensor Information

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A novel one‐dimensional convolutional neural network architecture for chemical process fault diagnosis

The Canadian Journal of Chemical Engineering ◽

10.1002/cjce.24087 ◽

2021 ◽

Author(s):

Xin Niu ◽

Xia Yang

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Network Architecture ◽

Chemical Process ◽

Neural Network Architecture ◽

One Dimensional ◽

Process Fault Diagnosis

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Few-shot Learning for Rolling Bearing Fault Diagnosis Via Siamese Two-dimensional Convolutional Neural Network

2020 11th International Conference on Prognostics and System Health Management (PHM-2020 Jinan) ◽

10.1109/phm-jinan48558.2020.00073 ◽

2020 ◽

Author(s):

Yizhuo Yang ◽

Huan Wang ◽

Zhiliang Liu ◽

Zeyu Yang

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Rolling Bearing ◽

Two Dimensional ◽

Bearing Fault ◽

Bearing Fault Diagnosis

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