Demand Forecasting for a Mixed-Use Building Using Agent-Schedule Information with a Data-Driven Model

There is great interest in data-driven modelling for the forecasting of building energy consumption while using machine learning (ML) modelling. However, little research considers classification-based ML models. This paper compares the regression and classification ML models for daily electricity an...

Full description

Bibliographic Details
Main Authors: Zihao Li, Daniel Friedrich, Gareth P. Harrison
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/13/4/780