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...

ver descrição completa

Detalhes bibliográficos

Principais autores:	Gulshat Amirkhanova, Azim Aidynuly, Saltanat Adilzhanova, Yanwei Fu, Baizhanova Dina, Onggarbek Alipbeki
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2026-02-01
coleção:	Information
Assuntos:	anomaly detection time-series multivariate analysis smart meter machine learning isolation forest
Acesso em linha:	https://www.mdpi.com/2078-2489/17/2/131
Tags:	Adicionar Tag Sem tags, seja o primeiro a adicionar uma tag!