Accurate Power Consumption Predictor and One-Class Electricity Theft Detector for Smart Grid “Change-and-Transmit” Advanced Metering Infrastructure

Accurate Power Consumption Predictor and One-Class Electricity Theft Detector for Smart Grid “Change-and-Transmit” Advanced Metering Infrastructure

The advanced metering infrastructure (AMI) of the smart grid plays a critical role in energy management and billing by enabling the periodic transmission of consumers’ power consumption readings. To optimize data collection efficiency, AMI employs a “change and transmit” (CAT) approach. This approac...

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Bibliographic Details
Main Authors: Atef Bondok, Omar Abdelsalam, Mahmoud Badr, Mohamed Mahmoud, Maazen Alsabaan, Muteb Alsaqhan, Mohamed I. Ibrahem
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Applied Sciences
Subjects:
security
false-data detection
electricity theft
one-class classification
change-and-transmit data collection
automatic metering infrastructure
Online Access:https://www.mdpi.com/2076-3417/14/20/9308

Internet

https://www.mdpi.com/2076-3417/14/20/9308

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