Optimization and Prediction of Different Building Forms for Thermal Energy Performance in the Hot Climate of Cairo Using Genetic Algorithm and Machine Learning

Optimization and Prediction of Different Building Forms for Thermal Energy Performance in the Hot Climate of Cairo Using Genetic Algorithm and Machine Learning

The climate change crisis has resulted in the need to use sustainable methods in architectural design, including building form and orientation decisions that can save a significant amount of energy consumed by a building. Several previous studies have optimized building form and envelope for energy...

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Bibliographic Details
Main Authors: Amany Khalil, Anas M. Hosney Lila, Nouran Ashraf
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Computation
Subjects:
alternative building forms
parametric modeling
optimization
machine learning
energy performance
genetic algorithm
Online Access:https://www.mdpi.com/2079-3197/11/10/192

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