Novel approach to energy consumption estimation in smart homes: application of data mining and optimization techniques

Novel approach to energy consumption estimation in smart homes: application of data mining and optimization techniques

Buildings account for a significant portion of total energy consumption, and the introduction of intelligent buildings represents a significant step forward in efficiently managing energy utilization. The proposed solutions represent a significant step forward in the development of intelligent resid...

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Bibliographic Details
Main Authors: Mengyuan Lin, Liyuan Peng, Tingting Liu, Lili Zhang
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-02-01
Series:Frontiers in Energy Research
Subjects:
building energy consumption
smart home
metaheuristic methods
data mining
support vector machine
random forest
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2024.1361803/full

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