Predictive modelling for solar thermal energy systems: A comparison of support vector regression, random forest, extra trees and regression trees

Predictive analytics play an important role in the management of decentralised energy systems. Prediction models of uncontrolled variables (e.g., renewable energy sources generation, building energy consumption) are required to optimally manage electrical and thermal grids, making informed decisions...

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Bibliographic Details
Main Authors: Ahmad, M.W (Author), Reynolds, J. (Author), Rezgui, Y. (Author)
Format: Article
Language:English
Published: Elsevier Ltd 2018
Subjects:
Online Access:View Fulltext in Publisher

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