Simplified model for the short-term forecasting of heat loads in buildings

A data-driven model is used to predict one-hour ahead heat loads based on present and recent history of weather and heat loads. A computationally inexpensive method is built to deliver load forecasting based on existing data quality and resolution from smart meters. Optimal model formulation is disc...

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Bibliographic Details
Main Authors: Markel Eguizabal, Roberto Garay-Martinez, Iván Flores-Abascal
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Energy Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S235248472202159X