Machine Learning and Data Segmentation for Building Energy Use Prediction—A Comparative Study

Machine Learning and Data Segmentation for Building Energy Use Prediction—A Comparative Study

Advances in metering technologies and emerging energy forecast strategies provide opportunities and challenges for predicting both short and long-term building energy usage. Machine learning is an important energy prediction technique, and is significantly gaining research attention. The use of diff...

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Bibliographic Details
Main Authors: William Mounter, Chris Ogwumike, Huda Dawood, Nashwan Dawood
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Energies
Subjects:
buildings
data segmentation
energy
prediction
polynomial regression
support vector regression
Online Access:https://www.mdpi.com/1996-1073/14/18/5947

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