Building energy consumption optimization method based on convolutional neural network and BIM
Author:
Publisher
Elsevier BV
Subject
General Engineering
Reference26 articles.
1. Multiobjective optimization of building energy consumption and thermal comfort based on integrated BIM framework with machine learning-NSGA II;Hosamo;Energ. Build.,2022
2. Minimising the deviation between predicted and actual building performance via use of neural networks and BIM;Hammad;Buildings,2019
3. Research on energy-efficiency building design based on bim and artificial intelligence;Long;Earth Environ. Sci.,2021
4. BIM-based architectural analysis and optimization for construction 4.0 concept (a comparison);Zhan;Ain Shams Eng. J.,2023
5. Multiobjective optimization of building energy consumption based on BIM-DB and LSSVM-NSGA-II;Chen;J. Clean. Prod.,2021
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