Optimization of Electric Transformer Operation Through Load Estimation Based on the K-Means Algorithm

Optimization of Electric Transformer Operation Through Load Estimation Based on the K-Means Algorithm

This study presents an innovative methodology to optimize the operation of distribution transformers through the estimation of hourly load curves, aimed at minimizing technical losses due to oversizing, particularly in systems lacking advanced metering infrastructure. The proposed approach combines...

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Bibliographic Details
Main Authors: Pedro Torres-Bermeo, José Varela-Aldás, Kevin López-Eugenio, Nancy Velasco, Guillermo Palacios-Navarro
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Energies
Subjects:
distribution transformers
loadability
predictive modeling
DTW with K-Means
LightGBM
Online Access:https://www.mdpi.com/1996-1073/18/14/3755
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