What type of study is this?

This is a Observational study (also classified as: In Vitro Study).

August 22, 2025Open Access

Multi-objective Optimization of Classroom Window Design for Energy and Thermal Comfort in Hot-Humid Climates

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Authors

TXTian XiaNihon University AAAzlan Shah AliUniversity of Malaya NMNorhayati MahyuddinUniversity of Malaya

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Implication

This analysis demonstrates a framework for improving energy efficiency and thermal comfort in school buildings, indicating key factors for design improvement.

Key Points

The framework identifies optimal window configurations that achieve a balance between energy efficiency and thermal comfort.
Key metrics like energy use intensity and thermal comfort time ratio showed a non-linear trade-off between the objectives.
Using genetic algorithms and Gaussian Process Regression, the model achieved high predictive accuracy for energy and comfort metrics.
Findings suggest a practical compromise resulting in a 6.7% reduction in energy use alongside a 14.3% increase in thermal comfort.

Cite This Study

Xia et al. (2025) studied this question.

synapsesocial.com/papers/68af5d75ad7bf08b1eae1456 https://doi.org/10.20944/preprints202508.1657.v1

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Implication

This analysis demonstrates a framework for improving energy efficiency and thermal comfort in school buildings, indicating key factors for design improvement.

Multi-objective Optimization of Classroom Window Design for Energy and Thermal Comfort in Hot-Humid Climates

Discussion

Member takes

Implication

Key Points

Cite This Study

Multi-objective Optimization of Classroom Window Design for Energy and Thermal Comfort in Hot-Humid Climates

Discussion

Member takes

Implication

Key Points

Cite This Study

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