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Edge-enabled Electrical Meter Reading via Deep Learning-based Object Detection Paradigm

delete2026-06-03
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OA
AI
H
Hafeez Anwar
F
Farman Ullah *
M
Muhammad Muaz Shahid
I
Ikram Syed
L
Luqman Ali
I
Irfan Hussain
DOI:10.1016/j.rineng.2026.111377delete
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Abstract

Abstract

En 中文
• Deep learning-based electrical meter reading aimed for edge devices. • Lightweight CNN model with high predictive accuracy supporting scalable deployment. • Implemented AI-powered meter reading within existing energy infrastructure. • Deployed meter reading on Raspberry Pi for edge-enable meter reading system.
Keywords:
Computer Vision
Object Detection
Deep Learning
YOLO
Mean Average Precision (mAP)
AI Summary

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Journal

Results in Engineering cover
Results in Engineering
IF:
7.9
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1.1W
Citations:
1.7W

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P
pakistan
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Hankuk University of Foreign Studies
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United Arab Emirates University
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khalifa university
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channel uc
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