Multi-Objective Optimization for Energy, Comfort, and Daylighting in High-Rise Residential Buildings

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Enhanced insulation in cold regions is crucial for energy efficiency, achieving U ≤ 0.35 W/m²K.
Tropical regions benefit from specific shading depths and ventilation to reduce heat gain significantly by 34%.
Adjustable shading in hot-summer/cold-winter zones can cut severe overheating hours by 65% while ensuring adequate daylight.
The tool developed integrates BIM and machine learning, offering solutions for low-carbon retrofits in urban settings.

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A novel framework enhances energy efficiency and comfort in high-rise residential buildings, indicating improved design strategies across climates.

Zhe Hao (2025) studied this question.

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A novel framework enhances energy efficiency and comfort in high-rise residential buildings, indicating improved design strategies across climates.