Efficient Optical Character Recognition based Text Detection Method in Robotic Process Automation in Power Systems

The scale of dispatch automation systems is constantly expanding due to the large-scale integration of new power system entities, and the operation and maintenance requirements of power grid automation systems are increasing. The challenges faced by automation personnel are also increasing. The combination of Optical Character Recognition (OCR) and Robotic Process Automation (RPA) provides powerful technical support for automated processing of documents containing text information. To this end, this paper develops an efficient optical character recognition-based text detection method in robotic process automation in power systems. The numerical results confirmed the effectiveness of the proposed solution for text detection in the RPA in the context of the power system operation.

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Publication Details

Published
2024-08-14
DOI
https://doi.org/10.1109/peeec63877.2024.00023
Primary Topic
Vehicle License Plate Recognition
Type
article
Field-Weighted Citation Impact
0.00

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article

Efficient Optical Character Recognition based Text Detection Method in Robotic Process Automation in Power Systems

Chao Yin, Yangyang Yu, Yi Ning, Dong Chen et al.
Vehicle License Plate Recognition
article

Efficient Optical Character Recognition based Text Detection Method in Robotic Process Automation in Power Systems

Chao Yin, Yangyang Yu, Yi Ning, Dong Chen, Jingling Zhao, Yilun She
article en

Abstract

The scale of dispatch automation systems is constantly expanding due to the large-scale integration of new power system entities, and the operation and maintenance requirements of power grid automation systems are increasing. The challenges faced by automation personnel are also increasing. The combination of Optical Character Recognition (OCR) and Robotic Process Automation (RPA) provides powerful technical support for automated processing of documents containing text information. To this end, this paper develops an efficient optical character recognition-based text detection method in robotic process automation in power systems. The numerical results confirmed the effectiveness of the proposed solution for text detection in the RPA in the context of the power system operation.

China Southern Power Grid (China) (CN)
China Southern Power Grid
Openalex Percentile: Top 62%
Vehicle License Plate Recognition
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