Real Time Implementation of Non-Intrusive Appliance Load Monitoring to Improve the Energy Efficiency of a Smart Home

The increase of the energy demand presents a main problem for modern buildings. The energy saving and reduction of energy consumption are the two challenges of the world. This paper consists in determining the consumption by uses in a domestic environment from the measurements taken at the level of the energy meter just downstream, using a current and voltage sensor, without a learning phase inside the residence. This so-called non-intrusive method has several advantages. It is used to process load curves and extract useful information for identifying uses, especially the most energy intensive. Also, this method helps us to review the energy management, control, metering and billing systems for our consumption, to achieve our goal of increasing energy efficiency and minimizing consumption.

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Publication Details

Published
2024-11-03
DOI
https://doi.org/10.1109/icsc63929.2024.10928787
Primary Topic
Smart Grid Energy Management
Type
article
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article

Real Time Implementation of Non-Intrusive Appliance Load Monitoring to Improve the Energy Efficiency of a Smart Home

S. Drid, Larbi Chrifi‐Alaoui, Lazhar Chabane, M-D. Drid
Smart Grid Energy Management
article

Real Time Implementation of Non-Intrusive Appliance Load Monitoring to Improve the Energy Efficiency of a Smart Home

S. Drid, Larbi Chrifi‐Alaoui, Lazhar Chabane, M-D. Drid
article en

Abstract

The increase of the energy demand presents a main problem for modern buildings. The energy saving and reduction of energy consumption are the two challenges of the world. This paper consists in determining the consumption by uses in a domestic environment from the measurements taken at the level of the energy meter just downstream, using a current and voltage sensor, without a learning phase inside the residence. This so-called non-intrusive method has several advantages. It is used to process load curves and extract useful information for identifying uses, especially the most energy intensive. Also, this method helps us to review the energy management, control, metering and billing systems for our consumption, to achieve our goal of increasing energy efficiency and minimizing consumption.

University of Sciences and Technology Houari Boumediene (DZ), University of Guelma (DZ), Laboratoire des technologies innovantes (FR), Université de Picardie Jules Verne (FR)
Affordable and clean energy
Openalex Percentile: Top 74%
Smart Grid Energy Management
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