Ehtsham, MUHAMMAD
Ehtsham, MUHAMMAD
Dipartimento di Ingegneria industriale e dell'informazione e di economia
AI-Augmented Energy Management in Smart Buildings: A Hybrid Approach for Sustainable Operation
2025-01-01 Ehtsham, M; Rotilio, M; Cucchiella, F
Investigating the effects of hyperparameter sensitivity on machine learning algorithms for PV forecasting
2025-01-01 Ehtsham, Muhammad; Rotilio, Marianna; Cucchiella, Federica; Di Giovanni, Gianni; Schettini, Domenico
AI-Powered Advanced Technologies for a Sustainable Built Environment: A Systematic Review on Emerging Challenges
2025-01-01 Ehtsham, Muhammad; Parisi, Giuliana; Pedone, Flavia; Rossi, Federico; Zincani, Marta; Congiu, Eleonora; Marchionni, Chiara
Deep learning augmented medium-term photovoltaic energy forecasting: A coupled approach using PVGIS and numerical weather model data
2025-01-01 Ehtsham, Muhammad; Rotilio, Marianna; Cucchiella, Federica
Enhancing photovoltaic system management: leveraging artificial intelligence and numerical weather model data
2024-01-01 Ehtsham, M; Rotilio, M; Cucchiella, F; Di Giovanni, G
Effect of 2023 European Heatwave on Photovoltaic Energy Generation: ACase Study of Central and Southern Italy
2024-01-01 Ehtsham, Muhammad; Rotilio, Marianna
Exploiting building information modeling and machine learning for optimizing rooftop photovoltaic systems
2024-01-01 Di Giovanni, Gianni; Rotilio, Marianna; Giusti, Letizia; Ehtsham, Muhammad