Design of meter-reading recognition system for intelligent converter station based on machine vision technology

Xuefei Gao; Weiming Guo; Guosheng Lu; Zhenlin Huang; Haijiao Jiang; Weihua Ren

doi:10.1117/12.2628641

7 March 2022 Design of meter-reading recognition system for intelligent converter station based on machine vision technology

Xuefei Gao, Weiming Guo, Guosheng Lu, Zhenlin Huang, Haijiao Jiang, Weihua Ren

Author Affiliations +

Proceedings Volume 12167, Third International Conference on Electronics and Communication; Network and Computer Technology (ECNCT 2021); 121670H (2022) https://doi.org/10.1117/12.2628641
Event: 2021 Third International Conference on Electronics and Communication, Network and Computer Technology, 2021, Harbin, China

Abstract

In order to avoid reading errors due to artificial factors and improve work efficiency and effectiveness, taking the application of "machine vision technology" as an example, we design a smart converter station meter reading recognition system with perfect functions and strong practicability. First, the overall architecture design of the system is analyzed. Secondly, starting from the three aspects of image preprocessing, feature vector extraction, and reading recognition, the design of the digital meter reading recognition module is completed. Finally, starting from the server-side software system framework, system function module design, data structure and communication design, etc., the design of the server-side data back-end processing software system is completed. The results show that under the application background of machine vision technology, the meter-reading recognition system of intelligent converter station is operating normally, reliably and stably, and the realization of each functional module meets the relevant design requirements and meets the actual application requirements. It is hoped that this research will provide effective reference and reference for relevant practitioners.

Citation Download Citation

Xuefei Gao, Weiming Guo, Guosheng Lu, Zhenlin Huang, Haijiao Jiang, and Weihua Ren "Design of meter-reading recognition system for intelligent converter station based on machine vision technology", Proc. SPIE 12167, Third International Conference on Electronics and Communication; Network and Computer Technology (ECNCT 2021), 121670H (7 March 2022); https://doi.org/10.1117/12.2628641

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KEYWORDS

Image processing

Telecommunications

Intelligence systems

Data communications

Image segmentation

Data conversion

Machine vision

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