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A Review of Fault Diagnosis Methods for Rotating Machinery Using Infrared Thermography

At present, rotating machinery is widely used in all walks of life and has become the key equipment in many production processes. It is of great significance to strengthen the condition monitoring of rotating machinery, timely diagnose and eliminate faults to ensure the safe and efficient operation...

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Detalles Bibliográficos
Autores principales: Wang, Rongcai, Zhan, Xianbiao, Bai, Huajun, Dong, Enzhi, Cheng, Zhonghua, Jia, Xisheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9611809/
https://www.ncbi.nlm.nih.gov/pubmed/36295997
http://dx.doi.org/10.3390/mi13101644
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author Wang, Rongcai
Zhan, Xianbiao
Bai, Huajun
Dong, Enzhi
Cheng, Zhonghua
Jia, Xisheng
author_facet Wang, Rongcai
Zhan, Xianbiao
Bai, Huajun
Dong, Enzhi
Cheng, Zhonghua
Jia, Xisheng
author_sort Wang, Rongcai
collection PubMed
description At present, rotating machinery is widely used in all walks of life and has become the key equipment in many production processes. It is of great significance to strengthen the condition monitoring of rotating machinery, timely diagnose and eliminate faults to ensure the safe and efficient operation of rotating machinery and improve the economic benefits of enterprises. When the state of a rotating machine deteriorates, the thermal energy that is much more than its normal operation will be generated due to the increase in the friction between the components or other factors. Therefore, using the infrared thermal camera to collect the infrared thermal images of rotating machinery and judge the health status of rotating machinery by observing the temperature distribution in the thermal images is often more rapid and effective than other technologies. Nevertheless, after decades of development, the research achievements of infrared thermography (IRT) and its application in various industrial fields are numerous and complex, and there is a lack of systematic sorting and summary of the achievements in this field. Accordingly, this paper summarizes the development and application of IRT as a non-contact and non-invasive tool for equipment condition monitoring and fault diagnosis, and introduces the basic theory of IRT, image processing technology and fault diagnosis methods of rotating machinery in detail. Finally, the review is summarized and some future potential topics are proposed, which will make the subject easier for beginners and non-experts to understand.
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spelling pubmed-96118092022-10-28 A Review of Fault Diagnosis Methods for Rotating Machinery Using Infrared Thermography Wang, Rongcai Zhan, Xianbiao Bai, Huajun Dong, Enzhi Cheng, Zhonghua Jia, Xisheng Micromachines (Basel) Review At present, rotating machinery is widely used in all walks of life and has become the key equipment in many production processes. It is of great significance to strengthen the condition monitoring of rotating machinery, timely diagnose and eliminate faults to ensure the safe and efficient operation of rotating machinery and improve the economic benefits of enterprises. When the state of a rotating machine deteriorates, the thermal energy that is much more than its normal operation will be generated due to the increase in the friction between the components or other factors. Therefore, using the infrared thermal camera to collect the infrared thermal images of rotating machinery and judge the health status of rotating machinery by observing the temperature distribution in the thermal images is often more rapid and effective than other technologies. Nevertheless, after decades of development, the research achievements of infrared thermography (IRT) and its application in various industrial fields are numerous and complex, and there is a lack of systematic sorting and summary of the achievements in this field. Accordingly, this paper summarizes the development and application of IRT as a non-contact and non-invasive tool for equipment condition monitoring and fault diagnosis, and introduces the basic theory of IRT, image processing technology and fault diagnosis methods of rotating machinery in detail. Finally, the review is summarized and some future potential topics are proposed, which will make the subject easier for beginners and non-experts to understand. MDPI 2022-09-30 /pmc/articles/PMC9611809/ /pubmed/36295997 http://dx.doi.org/10.3390/mi13101644 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Wang, Rongcai
Zhan, Xianbiao
Bai, Huajun
Dong, Enzhi
Cheng, Zhonghua
Jia, Xisheng
A Review of Fault Diagnosis Methods for Rotating Machinery Using Infrared Thermography
title A Review of Fault Diagnosis Methods for Rotating Machinery Using Infrared Thermography
title_full A Review of Fault Diagnosis Methods for Rotating Machinery Using Infrared Thermography
title_fullStr A Review of Fault Diagnosis Methods for Rotating Machinery Using Infrared Thermography
title_full_unstemmed A Review of Fault Diagnosis Methods for Rotating Machinery Using Infrared Thermography
title_short A Review of Fault Diagnosis Methods for Rotating Machinery Using Infrared Thermography
title_sort review of fault diagnosis methods for rotating machinery using infrared thermography
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9611809/
https://www.ncbi.nlm.nih.gov/pubmed/36295997
http://dx.doi.org/10.3390/mi13101644
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