Self-learning dynamic graph neural network with self-attention based on historical data and future data for multi-task multivariate residential air conditioning forecasting

In the context of escalating energy consumption in buildings, particularly from air conditioning (AC), the intelligent control of AC has become increasingly crucial. Accurately predicting future energy consumption for AC, the indoor environment, and determining the optimal settings have emerged as k...

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Bibliographic Details

Published in:	Applied energy Vol. 364; p. 123156
Main Authors:	Hu, Zehuan, Gao, Yuan, Sun, Luning, Mae, Masayuki, Imaizumi, Taiji
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 15.06.2024
Subjects:	Graph neural network Multi-task multivariate time-series forecasting Residential building air conditioning Self-attention Residential building air conditioning Graph neural network Multi-task multivariate time-series forecasting Self-attention
ISSN:	0306-2619, 1872-9118
Online Access:	Get full text
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