Comparative Study of Combined Fault Diagnosis Schemes Based on Convolutional Neural Network

Communications in Computer and Information Science - Data Science ◽

10.1007/978-981-15-0118-0_52 ◽

2019 ◽

pp. 669-681

Author(s):

Mei Li ◽

Zhiqiang Huo ◽

Fabien CAUS ◽

Yu Zhang

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Comparative Study ◽

Convolutional Neural Network

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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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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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Research on Power Grid Fault Diagnosis Method Based on PMU Data and Convolutional Neural Network

2020 IEEE 4th Conference on Energy Internet and Energy System Integration (EI2) ◽

10.1109/ei250167.2020.9347132 ◽

2020 ◽

Author(s):

Xuanwen Ding ◽

Xin Zhu ◽

Xiaopeng Li ◽

Chun Zhang

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Diagnosis Method

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Intelligent fault diagnosis of rotating machinery based on continuous wavelet transform-local binary convolutional neural network

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.106796 ◽

2021 ◽

Vol 216 ◽

pp. 106796

Author(s):

Yiwei Cheng ◽

Manxi Lin ◽

Jun Wu ◽

Haiping Zhu ◽

Xinyu Shao

Keyword(s):

Neural Network ◽

Wavelet Transform ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Continuous Wavelet Transform ◽

Rotating Machinery ◽

Continuous Wavelet ◽

Intelligent Fault Diagnosis

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Multiscale holospectrum convolutional neural network-based fault diagnosis of rolling bearings with variable operating conditions

Measurement Science and Technology ◽

10.1088/1361-6501/ac05f8 ◽

2021 ◽

Author(s):

Xining Zhang ◽

Shuyu Liu ◽

Lin Li ◽

Jiangeng Lei ◽

Ge Chang

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Operating Conditions ◽

Rolling Bearings ◽

Variable Operating Conditions

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Few-shot Learning for Rolling Bearing Fault Diagnosis Based on Residual Convolutional Neural Network

2021 4th International Conference on Artificial Intelligence and Big Data (ICAIBD) ◽

10.1109/icaibd51990.2021.9459024 ◽

2021 ◽

Author(s):

Zihao Cui ◽

Xiangwei Kong ◽

Peifeng Hao

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Rolling Bearing ◽

Bearing Fault ◽

Bearing Fault Diagnosis

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A convolutional neural network ‐based comparative study for pepper seed classification: Analysis of selected deep features with support vector machine

Journal of Food Process Engineering ◽

10.1111/jfpe.13955 ◽

2021 ◽

Author(s):

Kadir Sabanci ◽

Muhammet Fatih Aslan ◽

Ewa Ropelewska ◽

Muhammed Fahri Unlersen

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Comparative Study ◽

Convolutional Neural Network ◽

Support Vector ◽

Classification Analysis ◽

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