... analysis, machine learning models, and sensitivity analysis, with the aim of examining the correlation between indoor pollutants and climate variables, both indoor and outdoor. This approach enables determination, prediction, and quantification of pollutants inside the home based on climate variables...

... discomfort hours, with reductions of 56.7 and 41.1%, respectively. Deterministic shading controls resulted in a reduction of 18.5%. Implementing the window control strategies led to a significant decrease of 87.8% in indoor CO2 concentration. The sensitivity analysis revealed that outdoor temperature...