A new Local-Global Deep Neural Network and its application in rotating machinery fault diagnosis

Neurocomputing ◽

10.1016/j.neucom.2019.08.010 ◽

2019 ◽

Vol 366 ◽

pp. 215-233 ◽

Author(s):

Xiaoli Zhao ◽

Minping Jia

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Deep Neural Network ◽

Rotating Machinery ◽

Machinery Fault Diagnosis

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A novel deep neural network based on an unsupervised feature learning method for rotating machinery fault diagnosis

Measurement Science and Technology ◽

10.1088/1361-6501/ac02f3 ◽

2021 ◽

Author(s):

Chun Cheng ◽

Wenyi Liu ◽

Weiping Wang ◽

Michael Pecht

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Deep Neural Network ◽

Feature Learning ◽

Rotating Machinery ◽

Learning Method ◽

Unsupervised Feature Learning ◽

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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Rotating Machinery Fault Diagnosis Based on EEMD Time-Frequency Energy and SOM Neural Network

Arabian Journal for Science and Engineering ◽

10.1007/s13369-014-1142-3 ◽

2014 ◽

Vol 39 (6) ◽

pp. 5207-5217 ◽

Author(s):

Hao Wang ◽

Jinji Gao ◽

Zhinong Jiang ◽

Junjie Zhang

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Rotating Machinery ◽

Time Frequency ◽

Som Neural Network ◽

Machinery Fault Diagnosis

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Research of Rotating Machinery Fault Diagnosis Based on Fuzzy Neural Network and Information Fusion

2014 International Symposium on Computer, Consumer and Control ◽

10.1109/is3c.2014.111 ◽

2014 ◽

Author(s):

Mao Chun Yu ◽

Zhou Guang Wen ◽

Xu Yu Kun

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Information Fusion ◽

Fuzzy Neural Network ◽

Rotating Machinery ◽

Fuzzy Neural ◽

Machinery Fault Diagnosis

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Rotating Machinery Fault Diagnosis Using Long-short-term Memory Recurrent Neural Network

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2018.09.582 ◽

2018 ◽

Vol 51 (24) ◽

pp. 228-232 ◽

Author(s):

Rui Yang ◽

Mengjie Huang ◽

Qidong Lu ◽

Maiying Zhong

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Recurrent Neural Network ◽

Short Term Memory ◽

Rotating Machinery ◽

Term Memory ◽

Long Short Term Memory ◽

Machinery Fault Diagnosis

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Applications of Information Fusion Based on Fuzzy Neural Network to Rotating Machinery Fault Diagnosis

2009 Third International Symposium on Intelligent Information Technology Application Workshops ◽

10.1109/iitaw.2009.103 ◽

2009 ◽

Author(s):

Liu Jin ◽

Wang Shufen

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Information Fusion ◽

Fuzzy Neural Network ◽

Rotating Machinery ◽

Fuzzy Neural ◽

Machinery Fault Diagnosis

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Application of Variable Precision Rough Set Model and Neural Network to Rotating Machinery Fault Diagnosis

Lecture Notes in Computer Science - Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing ◽

10.1007/11548706_61 ◽

2005 ◽

pp. 575-584 ◽

Author(s):

Qingmin Zhou ◽

Chenbo Yin ◽

Yongsheng Li

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Rough Set ◽

Rotating Machinery ◽

Variable Precision ◽

Variable Precision Rough Set ◽

Machinery Fault Diagnosis

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Using neural network based on the shaft orbit feature for online rotating machinery fault diagnosis

2016 International Conference on System Science and Engineering (ICSSE) ◽

10.1109/icsse.2016.7551596 ◽

2016 ◽

Author(s):

Hong-Chan Chang ◽

Shang-Chih Lin ◽

Cheng-Chien Kuo ◽

Chun-Yu Lin ◽

Cheng-Fu Hsieh

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Rotating Machinery ◽

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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Study of Rotating Machinery Fault Diagnosis Model with Integrating Neural Network and Expert System

2009 Ninth International Conference on Hybrid Intelligent Systems ◽

10.1109/his.2009.114 ◽

2009 ◽

Author(s):

Yanqiu Wang ◽

Kejian Yang

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Expert System ◽

Rotating Machinery ◽

Diagnosis Model ◽

Machinery Fault Diagnosis

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