Optimizing Energy Forecasting Using ANN and RF Models for HVAC and Heating Predictions

Optimizing Energy Forecasting Using ANN and RF Models for HVAC and Heating Predictions

Industry 5.0 is transforming energy demand by integrating sustainability into energy planning, ensuring market stability while minimizing environmental impact for future generations. There are several patterns for calculating energy consumption depending on whether it is measured daily, monthly, or...

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Bibliographic Details
Main Authors: Khaled M. Salem, Javier M. Rey-Hernández, A. O. Elgharib, Francisco J. Rey-Martínez
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Applied Sciences
Subjects:
industry 5.0
sustainability
nZEB
AI integration
optimization
ANN
Online Access:https://www.mdpi.com/2076-3417/15/12/6806
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