A Novel Approach for Optimizing Building Energy Models Using Machine Learning Algorithms

A Novel Approach for Optimizing Building Energy Models Using Machine Learning Algorithms

The current practice with building energy simulation software tools requires the manual entry of a large list of detailed inputs pertaining to the building characteristics, geographical region, schedule of operation, end users, occupancy, control aspects, and more. While these software tools allow t...

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Bibliographic Details
Main Authors: Benjamin Kubwimana, Hamidreza Najafi
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Energies
Subjects:
energy
building energy model
Python
genetic algorithms
optimization
simulation
Online Access:https://www.mdpi.com/1996-1073/16/3/1033

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