Electricity Theft Detection in Smart Grids leaf node


URI

https://openalex.org/T13429

Label

Electricity Theft Detection in Smart Grids

Description

This cluster of papers focuses on the detection and prevention of electricity theft in smart grids, particularly through the use of advanced metering infrastructure, machine learning, deep learning, and anomaly detection techniques. The research explores methods such as support vector machines, decision trees, convolutional neural networks, and feature engineering to address non-technical losses and improve the security of electricity distribution systems.

Implementation

@prefix oasubfields: <https://openalex.org/subfields/> .
@prefix openalex: <https://lambdamusic.github.io/openalex-hacks/ontology/> .
@prefix owl: <http://www.w3.org/2002/07/owl#> .
@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> .
@prefix skos: <http://www.w3.org/2004/02/skos/core#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

<https://openalex.org/T13429> a skos:Concept ;
    rdfs:label "Electricity Theft Detection in Smart Grids"@en ;
    rdfs:isDefinedBy openalex: ;
    owl:sameAs <https://en.wikipedia.org/wiki/Electricity_theft_detection>,
        <https://openalex.org/T13429> ;
    skos:broader oasubfields:2208 ;
    skos:definition "This cluster of papers focuses on the detection and prevention of electricity theft in smart grids, particularly through the use of advanced metering infrastructure, machine learning, deep learning, and anomaly detection techniques. The research explores methods such as support vector machines, decision trees, convolutional neural networks, and feature engineering to address non-technical losses and improve the security of electricity distribution systems."@en ;
    skos:inScheme openalex: ;
    skos:prefLabel "Electricity Theft Detection in Smart Grids"@en ;
    openalex:cited_by_count 37227 ;
    openalex:works_count 6515 .