Electricity Theft Detection System
Keywords:OCR (Optical Character Recognition), Machine Learning, Smart grid meter
Most of theft detection issues are observed in multiple areas. So, this system is proposed to detect the electricity theft, in which reading of electric meter through images are used and preprocessing done with the help of OCR and XGboost. User’s monthly electric meter is captured in the camera and stored into the dataset. Upon successful completion of comparison between the meter unit values and its monthly meter average if we get difference between them then theft is detected. The values which actually goes under computation are trained and the results are displayed over the screen.
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Copyright (c) 2022 Snehal Sanjay Vipradas, Prathamesh Ramesh Bendre, Apurva Shripad Upasani, Geetha Chillarge, Anisha Shitole
This work is licensed under a Creative Commons Attribution 4.0 International License.