Data-Driven Analysis of Non-Technical Losses in Low-Voltage Networks: A Case Study of Bartin, Turkey

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dc.contributor.authorÇoban, Hasan Hüseyin
dc.contributor.authorAydin, Mehmet Safa
dc.contributor.authorBayram, Ahmet
dc.contributor.authorDincel, Tugba
dc.contributor.authorGuduloglu, Utku
dc.date.accessioned2026-02-22T11:44:04Z
dc.date.created2025
dc.date.issued2025
dc.departmentBartın Üniversitesi
dc.description.abstractThe ongoing digital transformation of Turkey's electricity infrastructure has enabled the widespread collection of high-resolution data within low-voltage distribution networks. This study applies a data-driven methodology to assess energy losses in Bartin, Turkey, using hourly data from 172 substations and 3,416 customer smart meters for the year 2024. Technical losses were estimated based on network parameters, while deviations beyond a 0-3% benchmark were analyzed to identify potential non-technical losses, including metering inaccuracies, undocumented loads, and energy theft. The analysis was implemented in MATLAB, generating visualizations to support decision-making. Results revealed 14 substations with significant nontechnical losses, providing actionable insights for targeted field inspections and improving transparency for the regional Distribution System Operator (DSO). © 2026, IGI Global Scientific Publishing. All rights reserved.
dc.identifier.doi10.4018/979-8-3373-4272-6.ch001
dc.identifier.endpage30
dc.identifier.isbn9798337342740
dc.identifier.isbn9798337342726
dc.identifier.scopus2-s2.0-105026139238
dc.identifier.scopusqualityN/A
dc.identifier.startpage1
dc.identifier.urihttps://doi.org/10.4018/979-8-3373-4272-6.ch001
dc.identifier.urihttps://hdl.handle.net/11772/26941
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherIGI Global
dc.relation.ispartofEnhancing Renewable Energy Systems With Generative AI
dc.relation.publicationcategoryKitap Bölümü - Uluslararası
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_Scopus_20260218
dc.subjectEnergy dissipation
dc.subjectMATLAB
dc.subjectMetadata
dc.subjectVoltage distribution measurement
dc.subjectCase-studies
dc.subjectData driven
dc.subjectData-driven analysis
dc.subjectDigital transformation
dc.subjectElectricity infrastructure
dc.subjectEnergy
dc.subjectHigh resolution data
dc.subjectLow voltage distribution network
dc.subjectLow-voltage networks
dc.subjectNon-technical loss
dc.subjectDecision making
dc.titleData-Driven Analysis of Non-Technical Losses in Low-Voltage Networks: A Case Study of Bartin, Turkey
dc.typeBook Chapter
dspace.entity.typePublication

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