Predictive Analytics for Energy Efficiency: Leveraging Machine Learning to Optimize Household Energy Consumption

This paper presents a novel machine learning framework useful for optimizing energy consumption in households. Home appliances have a great potential to optimize electricity consumption by mitigating peaks in the grid load or peaks in renewable energy generation. However, such functionality of home...

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Bibliographic Details
Main Authors: Piotr Powroźnik, Paweł Szcześniak
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/17/23/5866