Research on X-Ray Inspection of Basin Insulators and Wireless Image Sensing Technology

This paper presents an in-depth study and analysis of X-ray inspection of basin insulators by wireless sensing technology. Aiming at the characteristics of low contrast and many kinds of noise in the basin insulator ray image, this paper proposes an X-ray basin insulator image denoising method based...

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Autores principales:	Chunjiang Yan, Liuxue Zhao
Formato:	article
Lenguaje:	EN
Publicado:	Hindawi Limited 2021
Materias:	Technology (General) T1-995
Acceso en línea:	https://doaj.org/article/a50ca1b42ce645efb4e2dfd821688c3f
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spelling	oai:doaj.org-article:a50ca1b42ce645efb4e2dfd821688c3f2021-11-08T02:36:42ZResearch on X-Ray Inspection of Basin Insulators and Wireless Image Sensing Technology1687-726810.1155/2021/2483518https://doaj.org/article/a50ca1b42ce645efb4e2dfd821688c3f2021-01-01T00:00:00Zhttp://dx.doi.org/10.1155/2021/2483518https://doaj.org/toc/1687-7268This paper presents an in-depth study and analysis of X-ray inspection of basin insulators by wireless sensing technology. Aiming at the characteristics of low contrast and many kinds of noise in the basin insulator ray image, this paper proposes an X-ray basin insulator image denoising method based on improved 3D block matching. Using the RF microcontroller CC2530 chip as the core hardware and networked by ZigBee protocol, the sensor senses and collects various parameters and transmits this information to the monitoring end in real time through wireless. The method proposes an improved wavelet thresholding denoising method to overcome the pseudo-Gibbs phenomenon caused by the wavelet hard thresholding method in the 3D block matching algorithm cofiltering and retain more details of the image. Aiming at the ringing effect caused by the Wiener filtering method used in the three-dimensional block matching algorithm collaborative filtering, an improved Kalman filtering method based on anisotropic diffusion is proposed, which avoids the ringing effect, and has clear edges and complete details. An improved Kalman filtering method based on anisotropic diffusion is proposed to avoid the ringing effect, and the edges are clear, and the details are complete. The proposed method is a safe, efficient, accurate, and feasible method for detecting defects in basin insulators by combining X-ray and improved wireless image sensing technology to detect the internal equipment without disassembling or touching the GIS equipment.Chunjiang YanLiuxue ZhaoHindawi LimitedarticleTechnology (General)T1-995ENJournal of Sensors, Vol 2021 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Technology (General) T1-995
spellingShingle	Technology (General) T1-995 Chunjiang Yan Liuxue Zhao Research on X-Ray Inspection of Basin Insulators and Wireless Image Sensing Technology
description	This paper presents an in-depth study and analysis of X-ray inspection of basin insulators by wireless sensing technology. Aiming at the characteristics of low contrast and many kinds of noise in the basin insulator ray image, this paper proposes an X-ray basin insulator image denoising method based on improved 3D block matching. Using the RF microcontroller CC2530 chip as the core hardware and networked by ZigBee protocol, the sensor senses and collects various parameters and transmits this information to the monitoring end in real time through wireless. The method proposes an improved wavelet thresholding denoising method to overcome the pseudo-Gibbs phenomenon caused by the wavelet hard thresholding method in the 3D block matching algorithm cofiltering and retain more details of the image. Aiming at the ringing effect caused by the Wiener filtering method used in the three-dimensional block matching algorithm collaborative filtering, an improved Kalman filtering method based on anisotropic diffusion is proposed, which avoids the ringing effect, and has clear edges and complete details. An improved Kalman filtering method based on anisotropic diffusion is proposed to avoid the ringing effect, and the edges are clear, and the details are complete. The proposed method is a safe, efficient, accurate, and feasible method for detecting defects in basin insulators by combining X-ray and improved wireless image sensing technology to detect the internal equipment without disassembling or touching the GIS equipment.
format	article
author	Chunjiang Yan Liuxue Zhao
author_facet	Chunjiang Yan Liuxue Zhao
author_sort	Chunjiang Yan
title	Research on X-Ray Inspection of Basin Insulators and Wireless Image Sensing Technology
title_short	Research on X-Ray Inspection of Basin Insulators and Wireless Image Sensing Technology
title_full	Research on X-Ray Inspection of Basin Insulators and Wireless Image Sensing Technology
title_fullStr	Research on X-Ray Inspection of Basin Insulators and Wireless Image Sensing Technology
title_full_unstemmed	Research on X-Ray Inspection of Basin Insulators and Wireless Image Sensing Technology
title_sort	research on x-ray inspection of basin insulators and wireless image sensing technology
publisher	Hindawi Limited
publishDate	2021
url	https://doaj.org/article/a50ca1b42ce645efb4e2dfd821688c3f
work_keys_str_mv	AT chunjiangyan researchonxrayinspectionofbasininsulatorsandwirelessimagesensingtechnology AT liuxuezhao researchonxrayinspectionofbasininsulatorsandwirelessimagesensingtechnology
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Research on X-Ray Inspection of Basin Insulators and Wireless Image Sensing Technology

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