A power substation monitoring system based on artificial intelligence

Feifei Zhang; Fangfang Dang; You Sun; Ying Yang; Hao Wang; Lei Wang

doi:10.1117/12.3011953

7 December 2023 A power substation monitoring system based on artificial intelligence

Feifei Zhang, Fangfang Dang, You Sun, Ying Yang, Hao Wang, Lei Wang

Proceedings Volume 12941, International Conference on Algorithms, High Performance Computing, and Artificial Intelligence (AHPCAI 2023); 1294154 (2023) https://doi.org/10.1117/12.3011953
Event: Third International Conference on Algorithms, High Performance Computing, and Artificial Intelligence (AHPCAI 203), 2023, Yinchuan, China

Abstract

In order to solve the problems of difficult safety control and low intelligence level in substation maintenance operation, a substation monitoring system based on artificial intelligence is proposed in this paper, which gives early warning and supervision to the safety protection of substation maintenance operators and the safety production of construction behavior. On the one hand, the paper builds the image sample library by collecting employee image information and capturing personnel images through monitoring equipment such as intelligent camera; On the other hand, HOG algorithm, CNN and image processing algorithm are used to build the operation and maintenance detection model. By exporting the personnel images to the face recognition model, safety helmet intelligent detection model and personnel clothing intelligent detection model for detection, the accuracy of the system is improved, and then the monitoring of personnel entering and leaving the substation is realized, and the information and intelligent level of substation safety control is effectively improved.

(2023) Published by SPIE. Downloading of the abstract is permitted for personal use only.

Citation Download Citation

Feifei Zhang, Fangfang Dang, You Sun, Ying Yang, Hao Wang, and Lei Wang "A power substation monitoring system based on artificial intelligence", Proc. SPIE 12941, International Conference on Algorithms, High Performance Computing, and Artificial Intelligence (AHPCAI 2023), 1294154 (7 December 2023); https://doi.org/10.1117/12.3011953

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