Railway Fastener Fault Diagnosis Based on Generative Adversarial Network and Residual Network Model

Railway Fastener Fault Diagnosis Based on Generative Adversarial Network and Residual Network Model

The present work aimed at the problems of less negative samples and more positive samples in rail fastener fault diagnosis and low detection accuracy of heavy manual patrol inspection tasks. Exploiting the capacity of a Convolution Neural Network (CNN) to process unbalanced data to solve tedious and...

Full description

Saved in:

Bibliographic Details
Main Authors:	Dechen Yao, Qiang Sun, Jianwei Yang, Hengchang Liu, Jiao Zhang
Format:	Article
Language:	English
Published:	Wiley 2020-01-01
Series:	Shock and Vibration
Online Access:	http://dx.doi.org/10.1155/2020/8823050
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FAULT DIAGNOSIS OF ROLLING BEARINGS BASED ON CHANNEL AND SPATIAL RECONSTRUCTION NETWORKS
by: ZHOU Tao, et al.
Published: (2024-01-01)

Fault Diagnosis Method of Gear based on Adaptive Demodulated Resonance
by: Lian Peng, et al.
Published: (2018-01-01)

Advances in generative adversarial network
by: Wanliang WANG, et al.
Published: (2018-02-01)

Survey of generative adversarial network
by: Zhenglong WANG, et al.
Published: (2021-08-01)

Research of the Gear Fault Diagnosis based on Improved LMD and Manifold Learning
by: Shen Chao, et al.
Published: (2018-01-01)

Imbalanced Fault Classification of Bearing via Wasserstein Generative Adversarial Networks with Gradient Penalty
by: Baokun Han, et al.
Published: (2020-01-01)

Text to Realistic Image Generation with Attentional Concatenation Generative Adversarial Networks
by: Linyan Li, et al.
Published: (2020-01-01)

Application of generative adversarial networks for financial data
by: CUI Yihao, et al.
Published: (2024-06-01)

Botnet detection based on generative adversarial network
by: Futai ZOU, et al.
Published: (2021-07-01)

Generate medical synthetic data based on generative adversarial network
by: Xiayu XIANG, et al.
Published: (2022-03-01)

Leveraging generative adversarial networks for data augmentation to improve fault detection in wind turbines with imbalanced data
by: Subhajit Chatterjee, et al.
Published: (2025-03-01)

A Target Domain-Specific Classifier Weight Partial Transfer Adversarial Network for Bearing Fault Diagnosis
by: Yin Bai, et al.
Published: (2025-01-01)

A hybrid attention generative adversarial network for Chinese landscape painting
by: Qiongshuai Lyu, et al.
Published: (2025-01-01)

Advanced generative adversarial network for optimizing layout of wireless sensor networks
by: S. Praveen Kumar, et al.
Published: (2024-12-01)

A progressive growing of conditional generative adversarial networks model
by: Hui MA, et al.
Published: (2023-06-01)

Generating unseen diseases patient data using ontology enhanced generative adversarial networks
by: Chang Sun, et al.
Published: (2025-01-01)

Identity preserving face completion with generative adversarial networks
by: Xudong WANG, et al.
Published: (2018-08-01)

Noise robust chi-square generative adversarial network
by: Hongjun LI, et al.
Published: (2020-03-01)

Covert communication method based on tripartite generative adversarial network
by: Jihong YU, et al.
Published: (2023-11-01)

Research on Fault Diagnosis of Ship Propulsion System Based on Improved Residual Network
by: Wei Yuan, et al.
Published: (2025-01-01)

Hybrid Quantum Cycle Generative Adversarial Network for Small Molecule Generation
by: Matvei Anoshin, et al.
Published: (2024-01-01)

A generative adversarial network for multiple reads reconstruction in DNA storage
by: Xiaodong Zheng, et al.
Published: (2024-12-01)

Research on intrusion detection for maritime meteorological sensor network based on balancing generative adversarial network
by: Xin SUN, et al.
Published: (2023-04-01)

Intelligent fault diagnosis method for rolling bearings based on flexible residual neural network
by: Chuang CHEN, et al.
Published: (2025-03-01)

Generating context-specific sports training plans by combining generative adversarial networks.
by: Juquan Tan, et al.
Published: (2025-01-01)

A Reliable Generative Adversarial Network Approach for Climate Downscaling and Weather Generation
by: Neelesh Rampal, et al.
Published: (2025-01-01)

Time series generation model based on multi-discriminator generative adversarial network
by: Yanhui LU, et al.
Published: (2022-10-01)

Prediksi Penuaan Wajah Manusia Berbasis Generative Adversarial Network
by: Beladina Elfitri, et al.
Published: (2024-02-01)

Research Developments in Generative Adversarial Networks for Image Restoration and Communication
by: Zhou Peng
Published: (2025-01-01)

Improving Road Semantic Segmentation Using Generative Adversarial Network
by: Arnick Abdollahi, et al.
Published: (2021-01-01)

Survey on the research progress of generative adversarial networks for 6G
by: Chanyuan MENG, et al.
Published: (2024-03-01)

STUDY ON FATIGUE LIFE OF THIN-WALL STRUCTURE FASTENERS OF AIRCRAFT
by: CHEN QunZhi, et al.
Published: (2015-01-01)

QAR Data Imputation Using Generative Adversarial Network with Self-Attention Mechanism
by: Jingqi Zhao, et al.
Published: (2024-03-01)

Study on the Fault Diagnosis of Generator Unit based on WPD-Neural Network
by: Liu Zhigang, et al.
Published: (2018-01-01)

Defect Detection of Pandrol Track Fastener Based on Local Depth Feature Fusion Network
by: Zhaomin Lv, et al.
Published: (2021-01-01)

Unsupervised Text Embedding Space Generation Using Generative Adversarial Networks for Text Synthesis
by: Jun-Min Lee, et al.
Published: (2023-10-01)

Digital Core Modeling Based on Pretrained Generative Adversarial Neural Networks
by: Qing Zhang, et al.
Published: (2022-01-01)

Privacy-enhanced federated learning scheme based on generative adversarial networks
by: Feng YU, et al.
Published: (2023-06-01)

Differentially private sequence generative adversarial networks for data privacy masking
by: Yu ZHANG, et al.
Published: (2020-08-01)

Hyperparameter Optimization in Generative Adversarial Networks (GANs) Using Gaussian AHP
by: Thiago Serafim Rodrigues, et al.
Published: (2025-01-01)