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March 3, 2026
Open Access
Intelligent multi-objective optimization of thermal comfort and ventilation performance in stratum ventilation design
NH
Nadia Ghezaiel Hammouda
ZA
Zakarya Ahmed
IO
Ihab Omar
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Key Points
Optimization enhances thermal comfort and ventilation simultaneously, addressing both aspects effectively.
Key evidence shows improvement in ventilation performance metrics, promoting better indoor air quality.
Analysis uses intelligent multi-objective optimization techniques for effective design parameters in stratum ventilation.
Findings imply that efficient stratum ventilation could significantly reduce energy consumption in buildings.
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Cite This Study
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Hammouda et al. (Tue,) studied this question.
synapsesocial.com/papers/69a75ac9c6e9836116a210ec
https://doi.org/https://doi.org/10.1038/s41598-026-36233-7
Intelligent multi-objective optimization of thermal comfort and ventilation performance in stratum ventilation design | Synapse