Caccia, G., Cavaglià, M., Re Cecconi, F., Mainini, A. G., Sesana, M. M., & Di Giuseppe, E. (2025). AI-Driven Morphological Classification of the Italian School Building Stock: Towards a Deep Energy Renovation Roadmap. Energies, 18(18), 4953. https://doi.org/10.3390/en18184953
Keywords: energy performance; schools and educational buildings; GIS; synthetic images; data augmentation; cluster analysis; k-nearest neighbors (kNN); architectural engineering; form factor; building renovation passport.
Sesana, M. M., Salvalai, G., Brutti, D., Mandin, C., & Wei, W. (2021). ALDREN: A Methodological Framework to Support Decision-Making and Investments in Deep Energy Renovation of Non-Residential Buildings. Buildings, 11(1), 3. https://doi.org/10.3390/buildings11010003
Keywords: building renovation passport; building logbook; renovation roadmap; energy renovation; modular structure.
Sesana, M. M., Salvalai, G. (2018). A review on Building Renovation Passport: Potentialities and barriers on current initiatives. Energy and Buildings, 173. https://doi.org/10.1016/j.enbuild.2018.05.027
Keywords: deep renovations; energy performance certificates; building renovation passport; step-by-step renovation roadmap.
