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Energy Optimization in Building Design by Hakim BERDI is a document available to read on EtoBox.
What is Energy Optimization in Building Design about?
This study presents a data-driven modeling and optimization method for improving building energy performance during the design stage, which involves four main steps: model establishment, dataset generation, surrogate modeling, and optimization. The research evaluates six regression methods and five optimization methods across two cases of air conditioning system operations, demonstrating that Random Forest Regression provides the best predictive accuracy. The findings indicate that specific combinations of
- Author
- Hakim BERDI
- Language
- EN