학술논문

Advanced Energy Theft Detection System in Smart Grid using IoT
Document Type
Conference
Source
2023 2nd International Conference on Advancements in Electrical, Electronics, Communication, Computing and Automation (ICAECA) Advancements in Electrical, Electronics, Communication, Computing and Automation (ICAECA), 2023 2nd International Conference on. :1-6 Jun, 2023
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
General Topics for Engineers
Power, Energy and Industry Applications
Signal Processing and Analysis
Privacy
Automation
Computational modeling
Digital forensics
Prediction algorithms
Real-time systems
Data models
Energy theft
Smart Grid
IoT
Predictive models
RNN
Language
Abstract
Electricity theft continues to have a severe impact on utility businesses, particularly in underdeveloped countries. It is still difficult to correctly identify offenders and gather sufficient proof to bring successful prosecutions against them. Therefore, it is imperative to create methods that correctly pinpoint energy theft and produce trustworthy evidence for an effective prosecution of offenders utilising good digital forensic procedures. The objective is to create and apply prediction algorithms for real-time electricity theft detection and improving digital evidence in IoT-based smart grid systems.