Research on operation and maintenance practice of intelligent facilities based on visual recognition technology

With the continuous development of artificial intelligence technology, intelligent facility operation and maintenance practice based on visual recognition technology has become one of the research hotspots. Based on the background of intelligent facility operation and maintenance, this study discusses the application of visual recognition technology in facility operation and maintenance. Firstly, through the analysis of the current situation of intelligent facility operation and maintenance, the requirements and challenges based on visual recognition technology are put forward. Secondly, combined with deep learning and image recognition technology, a set of intelligent facility operation and maintenance system is designed, and the practical application and verification are carried out. Finally, through the analysis and summary of the experimental results, the validity and feasibility of the intelligent facility operation and maintenance practice based on visual recognition technology are verified, which provides a useful reference for the research and practice of intelligent facility operation and maintenance field.

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Publication Details

Published
2024-09-13
DOI
https://doi.org/10.1117/12.3037985
Primary Topic
Industrial Vision Systems and Defect Detection
Type
article
Field-Weighted Citation Impact
0.00
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article

Research on operation and maintenance practice of intelligent facilities based on visual recognition technology

Xudong Pan, Yedeli Bolati, Xinying Guo, Miralimujiang Tuerhong et al.
Industrial Vision Systems and Defect Detection
article

Research on operation and maintenance practice of intelligent facilities based on visual recognition technology

Xudong Pan, Yedeli Bolati, Xinying Guo, Miralimujiang Tuerhong, Guzainuer Guzainuer
article en

Abstract

With the continuous development of artificial intelligence technology, intelligent facility operation and maintenance practice based on visual recognition technology has become one of the research hotspots. Based on the background of intelligent facility operation and maintenance, this study discusses the application of visual recognition technology in facility operation and maintenance. Firstly, through the analysis of the current situation of intelligent facility operation and maintenance, the requirements and challenges based on visual recognition technology are put forward. Secondly, combined with deep learning and image recognition technology, a set of intelligent facility operation and maintenance system is designed, and the practical application and verification are carried out. Finally, through the analysis and summary of the experimental results, the validity and feasibility of the intelligent facility operation and maintenance practice based on visual recognition technology are verified, which provides a useful reference for the research and practice of intelligent facility operation and maintenance field.

Inner Mongolia Electric Power (China) (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 79%
Industrial Vision Systems and Defect Detection
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