A Novel approach using WGAN-GP and Conditional WGAN-GP for Generating Artificial Thermal Images of Induction Motor Faults

Author:

Hejazi Shahd,Packianather Michael,Liu Ying

Funder

Saudi Arabia Cultural Bureau in London

Cardiff University

Ministry of Education – Kingdom of Saudi Arabi

Publisher

Elsevier BV

Subject

General Engineering

Reference31 articles.

1. Novel Preprocessing of Multimodal Condition Monitoring Data for Classifying Induction Motor Faults Using Deep Learning Methods;Hejazi,2022

2. Intelligent bearing fault diagnosis method combining mixed input and hybrid CNN-MLP model;Sinitsin;Mech. Syst. Signal Process.,2022

3. Convolutional neural network based bearing fault diagnosis of rotating machine using thermal images;Choudhary;Measurement,2021

4. Electrical fault detection in three-phase induction motor using deep network-based features of thermograms;Khanjani;Measurement,2021

5. Dual-Threshold Attention-Guided Gan and Limited Infrared Thermal Images for Rotating Machinery Fault Diagnosis Under Speed Fluctuation;Shao;IEEE Trans. Ind. Informatics,2023

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3