Analogue circuit fault diagnosis based on convolution neural network

Electronics Letters ◽

10.1049/el.2019.2892 ◽

2019 ◽

Vol 55 (24) ◽

pp. 1277-1279

Author(s):

Tao Du ◽

Hao Zhang ◽

Ling Wang

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolution Neural Network ◽

Analogue Circuit ◽

Circuit Fault Diagnosis

Download Full-text

Neural-network-based approaches for analogue circuit fault diagnosis

Test and Diagnosis of Analogue, Mixed-Signal and RF Integrated Circuits: the system on chip approach ◽

10.1049/pbcs019e_ch3 ◽

2011 ◽

pp. 83-112

Author(s):

Yichuang Sun ◽

Yigang He

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Analogue Circuit ◽

Circuit Fault Diagnosis

Download Full-text

Open-Circuit Fault Diagnosis of Z-Source Inverter via Deep Neural Network

2020 Chinese Automation Congress (CAC) ◽

10.1109/cac51589.2020.9327582 ◽

2020 ◽

Author(s):

Baoye Song ◽

Shiju Nie ◽

Xuewen Li ◽

Lin Xu

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Deep Neural Network ◽

Open Circuit ◽

Circuit Fault Diagnosis

Download Full-text

Rolling bearing fault diagnosis based on multi-channel convolution neural network and multi-scale clipping fusion data augmentation

Measurement ◽

10.1016/j.measurement.2021.109885 ◽

2021 ◽

pp. 109885

Author(s):

Ruxue Bai ◽

Quansheng Xu ◽

Zong Meng ◽

Lixiao Cao ◽

Kangshuo Xing ◽

...

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Data Augmentation ◽

Rolling Bearing ◽

Convolution Neural Network ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Multi Scale ◽

Download Full-text

A deep learning model for bearing fault diagnosis based on convolution neural network with multi-channel and residual network

10.1109/ccdc52312.2021.9601592 ◽

2021 ◽

Author(s):

Jianyong Tuo ◽

Yu Hu ◽

Xin Ma ◽

Youqing Wang

Keyword(s):

Neural Network ◽

Deep Learning ◽

Fault Diagnosis ◽

Learning Model ◽

Convolution Neural Network ◽

Residual Network ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Deep Learning Model

Download Full-text

A bearing fault diagnosis method based on improved convolution neural network and transfer learning

10.1117/12.2625555 ◽

2021 ◽

Author(s):

Fan Jiang ◽

Xi Shen ◽

Feng Jiang ◽

ZiShan Zhao ◽

ShuMan Cheng

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Transfer Learning ◽

Convolution Neural Network ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Diagnosis Method

Download Full-text

Exploration and Effect Analysis of Improvement in Convolution Neural Network for Bearing Fault Diagnosis

2021 IEEE International Conference on Prognostics and Health Management (ICPHM) ◽

10.1109/icphm51084.2021.9486665 ◽

2021 ◽

Author(s):

Diwang Ruan ◽

Feifan Zhang ◽

Clemens Guhmann

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolution Neural Network ◽

Effect Analysis ◽

Bearing Fault ◽

Bearing Fault Diagnosis

Download Full-text

Fault diagnosis of microgrid based on wavelet decomposition and convolution neural network

10.1109/icisce50968.2020.00136 ◽

2020 ◽

Author(s):

Yawei Huo ◽

Chunhua Li

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Wavelet Decomposition ◽

Convolution Neural Network

Download Full-text

An End-to-End Approach for Bearing Fault Diagnosis Based on a Deep Convolution Neural Network

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-319-70096-0_11 ◽

2017 ◽

pp. 101-109 ◽

Author(s):

Liang Chen ◽

Yuxuan Zhuang ◽

Jinghua Zhang ◽

Jianming Wang

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Convolution Neural Network ◽

Bearing Fault ◽

Bearing Fault Diagnosis ◽

Deep Convolution Neural Network ◽

Download Full-text

Construction of Fault Diagnosis Model of Metro Wheel Speed Box System Based on Convolution Neural Network

Journal of Physics Conference Series ◽

10.1088/1742-6596/1650/3/032128 ◽

2020 ◽

Vol 1650 ◽

pp. 032128

Author(s):

Xiangyi Ren ◽

Jingyuan Wu

Keyword(s):

Neural Network ◽

Fault Diagnosis ◽

Wheel Speed ◽

Convolution Neural Network ◽

Diagnosis Model

Download Full-text

Data-Driven Feature Extraction for Analog Circuit Fault Diagnosis Using 1-D Convolutional Neural Network

IEEE Access ◽

10.1109/access.2020.2968744 ◽

2020 ◽

Vol 8 ◽

pp. 18305-18315 ◽

Author(s):

Huahui Yang ◽

Chen Meng ◽

Cheng Wang

Keyword(s):

Neural Network ◽

Feature Extraction ◽

Fault Diagnosis ◽

Convolutional Neural Network ◽

Analog Circuit ◽

Data Driven ◽

Circuit Fault Diagnosis

Download Full-text