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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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-9611809 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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