Back to Search
Start Over
A digitalization-based image edge detection algorithm in intelligent recognition of 5G smart grid.
- Source :
-
Expert Systems with Applications . Dec2023, Vol. 233, pN.PAG-N.PAG. 1p. - Publication Year :
- 2023
-
Abstract
- In the 5G smart grid, battery liquid leakage negatively affects the safe storage and transportation of electricity. Image edge detection help locate the liquid leakage phenomenon. This paper proposes a digitalization-based algorithm that converts the image to the codeword and judges the edge by the code weight. Its main steps are image sampling, quantization, coding and judging. Compared with traditional Sobel and Canny operators, the algorithm dramatically enhances detection ability with machine learning. Moreover, this paper applies the algorithm to detect the leakage of infrared battery images in the 5G smart grid; The results show that it can accurately extract the liquid leakage location, improving fault diagnosis and early risk warning. [ABSTRACT FROM AUTHOR]
- Subjects :
- *5G networks
*FAULT diagnosis
*ALGORITHMS
*INFRARED imaging
*MACHINE learning
Subjects
Details
- Language :
- English
- ISSN :
- 09574174
- Volume :
- 233
- Database :
- Academic Search Index
- Journal :
- Expert Systems with Applications
- Publication Type :
- Academic Journal
- Accession number :
- 171113448
- Full Text :
- https://doi.org/10.1016/j.eswa.2023.120919