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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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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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 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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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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Intelligent Fault Diagnosis of Gearbox Under Variable Working Conditions With Adaptive Intraclass and Interclass Convolutional Neural Network

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2021.3135877 ◽

2022 ◽

pp. 1-15

Author(s):

Xiaoli Zhao ◽

Jianyong Yao ◽

Wenxiang Deng ◽

Peng Ding ◽

Yifei Ding ◽

...

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Working Conditions ◽

Intelligent Fault Diagnosis

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IFDS: An Intelligent Fault Diagnosis System with Multi-source Unsupervised Domain Adaptation for Different Working Conditions

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2021.3122171 ◽

2021 ◽

pp. 1-1

Author(s):

Danya Xu ◽

Yibin Li ◽

Yan Song ◽

Lei Jia ◽

Yanjun Liu

Keyword(s):

Fault Diagnosis ◽

Working Conditions ◽

Domain Adaptation ◽

Intelligent Fault Diagnosis ◽

Diagnosis System ◽

Unsupervised Domain Adaptation ◽

Fault Diagnosis System

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A Novel Data-Driven Fault Feature Separation Method and Its Application on Intelligent Fault Diagnosis Under Variable Working Conditions

IEEE Access ◽

10.1109/access.2020.2996713 ◽

2020 ◽

Vol 8 ◽

pp. 113702-113712

Author(s):

Shunming Li ◽

Zenghui An ◽

Jiantao Lu

Keyword(s):

Fault Diagnosis ◽

Working Conditions ◽

Separation Method ◽

Data Driven ◽

Intelligent Fault Diagnosis

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A hybrid generalization network for intelligent fault diagnosis of rotating machinery under unseen working conditions

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2021.3088489 ◽

2021 ◽

pp. 1-1

Author(s):

Te Han ◽

Yan-Fu Li ◽

Min Qian

Keyword(s):

Fault Diagnosis ◽

Working Conditions ◽

Rotating Machinery ◽

Intelligent Fault Diagnosis

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