Hybrid distance-guided adversarial network for intelligent fault diagnosis under different working conditions

Measurement ◽

10.1016/j.measurement.2021.109197 ◽

2021 ◽

Vol 176 ◽

pp. 109197

Author(s):

Baokun Han ◽

Xiao Zhang ◽

Jinrui Wang ◽

Zenghui An ◽

Sixiang Jia ◽

...

Keyword(s):

Fault Diagnosis ◽

Working Conditions ◽

Intelligent Fault Diagnosis ◽

Adversarial Network ◽

Hybrid Distance

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Deep multi-scale adversarial network with attention: A novel domain adaptation method for intelligent fault diagnosis

Journal of Manufacturing Systems ◽

10.1016/j.jmsy.2021.03.024 ◽

2021 ◽

Vol 59 ◽

pp. 565-576

Author(s):

Bo Zhao ◽

Xianmin Zhang ◽

Zhenhui Zhan ◽

Qiqiang Wu

Keyword(s):

Fault Diagnosis ◽

Domain Adaptation ◽

Intelligent Fault Diagnosis ◽

Multi Scale ◽

Adversarial Network ◽

Adaptation Method

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Intelligent fault diagnosis of planetary gearbox based on adaptive normalized CNN under complex variable working conditions and data imbalance

Measurement ◽

10.1016/j.measurement.2021.109565 ◽

2021 ◽

pp. 109565

Author(s):

Chaoge Wang ◽

Hongkun Li ◽

Kongliang Zhang ◽

Shaoliang Hu ◽

Bin Sun

Keyword(s):

Fault Diagnosis ◽

Working Conditions ◽

Complex Variable ◽

Intelligent Fault Diagnosis ◽

Planetary Gearbox ◽

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A Global-Local Dynamic Adversarial Network for Intelligent Fault Diagnosis of Spindle Bearing

2021 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) ◽

10.1109/i2mtc50364.2021.9460061 ◽

2021 ◽

Author(s):

Jipu Li ◽

Ruyi Huang ◽

Jingyan Xia ◽

Zhuyun Chen ◽

Weihua Li

Keyword(s):

Fault Diagnosis ◽

Local Dynamic ◽

Intelligent Fault Diagnosis ◽

Adversarial Network ◽

Spindle Bearing

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An Intelligent Fault Diagnosis Method Based on Domain Adaptation and Its Application for Bearings Under Polytropic Working Conditions

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2020.3041105 ◽

2021 ◽

Vol 70 ◽

pp. 1-14

Author(s):

Zihao Lei ◽

Guangrui Wen ◽

Shuzhi Dong ◽

Xin Huang ◽

Haoxuan Zhou ◽

...

Keyword(s):

Fault Diagnosis ◽

Working Conditions ◽

Domain Adaptation ◽

Intelligent Fault Diagnosis ◽

Diagnosis Method

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Intelligent fault diagnosis of rolling bearings based on normalized CNN considering data imbalance and variable working conditions

Knowledge-Based Systems ◽

10.1016/j.knosys.2020.105971 ◽

2020 ◽

Vol 199 ◽

pp. 105971 ◽

Author(s):

Bo Zhao ◽

Xianmin Zhang ◽

Hai Li ◽

Zhuobo Yang

Keyword(s):

Fault Diagnosis ◽

Working Conditions ◽

Intelligent Fault Diagnosis ◽

Rolling Bearings ◽

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Intelligent fault diagnosis of rotor-bearing system under varying working conditions with modified transfer CNN and thermal images

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2020.3005965 ◽

2020 ◽

pp. 1-1 ◽

Author(s):

haidong shao ◽

Min Xia ◽

Guangjie Han ◽

Yu Zhang ◽

Jiafu Wan

Keyword(s):

Fault Diagnosis ◽

Working Conditions ◽

Intelligent Fault Diagnosis ◽

Thermal Images ◽

Rotor Bearing ◽

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An Intelligent Fault Diagnosis Method based on STFT and Convolutional Neural Network for Bearings Under Variable Working Conditions

2019 Prognostics and System Health Management Conference (PHM-Qingdao) ◽

10.1109/phm-qingdao46334.2019.8943026 ◽

2019 ◽

Author(s):

Dawei Zhong ◽

Wei Guo ◽

Da He

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Working Conditions ◽

Intelligent Fault Diagnosis ◽

Diagnosis Method

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A Generative Adversarial Network-Based Intelligent Fault Diagnosis Method for Rotating Machinery Under Small Sample Size Conditions

IEEE Access ◽

10.1109/access.2019.2947194 ◽

2019 ◽

Vol 7 ◽

pp. 149736-149749 ◽

Author(s):

Yu Ding ◽

Liang Ma ◽

Jian Ma ◽

Chao Wang ◽

Chen Lu

Keyword(s):

Fault Diagnosis ◽

Sample Size ◽

Small Sample Size ◽

Rotating Machinery ◽

Small Sample ◽

Intelligent Fault Diagnosis ◽

Generative Adversarial Network ◽

Adversarial Network ◽

Diagnosis Method

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Adaptive Cross-Domain Feature Extraction Method and Its Application on Machinery Intelligent Fault Diagnosis Under Different Working Conditions

IEEE Access ◽

10.1109/access.2019.2961711 ◽

2020 ◽

Vol 8 ◽

pp. 535-546 ◽

Author(s):

Zenghui An ◽

Shunming Li ◽

Xingxing Jiang ◽

Yu Xin ◽

Jinrui Wang

Keyword(s):

Feature Extraction ◽

Fault Diagnosis ◽

Working Conditions ◽

Extraction Method ◽

Intelligent Fault Diagnosis ◽

Feature Extraction Method ◽

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An intelligent fault diagnosis framework dealing with arbitrary length inputs under different working conditions

Measurement Science and Technology ◽

10.1088/1361-6501/ab26a2 ◽

2019 ◽

Vol 30 (12) ◽

pp. 125107 ◽

Author(s):

Zenghui An ◽

Shunming Li ◽

Yu Xin ◽

Kun Xu ◽

Huijie Ma

Keyword(s):

Fault Diagnosis ◽

Working Conditions ◽

Intelligent Fault Diagnosis ◽

Arbitrary Length

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