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Azad Nabavi
Tytuł
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Deep learning in energy modeling: Application in smart buildings with distributed energy generation
SA Nabavi, NH Motlagh, MA Zaidan, A Aslani, B Zakeri
IEEE Access 9, 125439-125461, 2021
1012021
Machine learning modeling for energy consumption of residential and commercial sectors
SA Nabavi, A Aslani, MA Zaidan, M Zandi, S Mohammadi, ...
Energies 13 (19), 5171, 2020
452020
Deep learning modeling in electricity load forecasting: Improved accuracy by combining DWT and LSTM
SA Nabavi, S Mohammadi, NH Motlagh, S Tarkoma, P Geyer
Energy Reports 12, 2873-2900, 2024
12024
Transfer Learning Modeling for Building Energy Performance Prediction Using Measured Data and Simulation Information
SA Nabavi, P Geyer
Proceedings of the 31st International Workshop on Intelligent Computing in …, 2024
2024
Effect of Night Ventilation on Thermal Comfort in Public University Office Rooms
L BOTHE, SA NABAVI, P GEYER
PLEA 2024: (RE)THINKING RESILIENCE Proceedings of 37th PLEA Conference …, 2024
2024
Combining Transfer Learning and Synthetic Time-Series Data to Predict Building Energy Consumption
P Lay, SA Nabavi, P Geyer
PLEA 2024:(Re) thinking Resilience. The book of proceedings, 881-886, 2024
2024
HVAC systems performance modeling using component-based machine learning
SA Nabavi, U Saluz, M Wolf, P Geyer
Building Simulation 2023 18, 1149-1157, 2023
2023
Component-Based Machine Learning for HVAC Systems Component Modeling
SA Nabavi, U Saluz, S Mohammadi, P Geyer
The 30th EG-ICE: International Conference on Intelligent Computing in …, 2023
2023
Component-based machine learning modeling for predicting building en-ergy performance–An overview
P Geyer, X Chen, SA Nabavi
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