A Comparative Analysis of Machine Learning Models for Anomaly Detection in Industrial Smart Meter Time-Series Data

The integration of Advanced Metering Infrastructure (AMI) provides high-resolution electrical data, essential for enhancing industrial efficiency and monitoring equipment health. However, the utility of this data is frequently compromised by anomalies, underscoring the necessity for robust, automate...

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Detalles Bibliográficos

Principais autores:	Gulshat Amirkhanova, Azim Aidynuly, Saltanat Adilzhanova, Yanwei Fu, Baizhanova Dina, Onggarbek Alipbeki
Formato:	Artigo
Idioma:	Inglês
Publicado:	MDPI AG 2026-02-01
Series:	Information
Assuntos:	anomaly detection time-series multivariate analysis smart meter machine learning isolation forest
Acceso en liña:	https://www.mdpi.com/2078-2489/17/2/131
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