Sfoglia per Autore
Benchmarking clear sky and transposition models for solar irradiance estimation on vertical planes to facilitate glazed facade design
2022-01-01 Paul, Debayan.; De Michele, Giuseppe.; Najafi, Behzad; Avesani, Stefano
Implementation of a multi-setpoint strategy for fire-tube boilers utilized in food and beverage industry: Estimating the fuel saving potential
2022-01-01 Tognoli, M.; Najafi, B.; Lucchini, A.; Colombo, L. P. M.; Rinaldi, F.
Reduced FV modelling based on CFD database and experimental validation for the thermo-fluid dynamic simulation of flue gases in horizontal fire-tubes
2022-01-01 Morelli, A.; Tognoli, M.; Ghidoni, A.; Najafi, B.; Rinaldi, F.
Predicting HVAC-based Demand Flexibility in Grid-interactive Efficient Buildings Utilizing Deep Neural Networks
2023-01-01 Avendano, I. A. C.; Moazami, A.; Dadras Javan, F; Najafi, B.
Handling complete short-term data logging failure in smart buildings: Machine learning based forecasting pipelines with sliding-window training scheme
2023-01-01 Papadopoulos, D. N.; Dadras Javan, F.; Najafi, B.; Haghighat Mamaghani, A.; Rinaldi, F.
Machine-Learning-Based Prediction of HVAC-Driven Load Flexibility in Warehouses
2023-01-01 Dadras Javan, Farzad; Campodonico Avendano, Italo Aldo; Najafi, Behzad; Moazami, Amin; Rinaldi, Fabio
Simplified finite volume-based dynamic modeling, experimental validation, and data-driven simulation of a fire-tube hot-water boiler
2023-01-01 Tognoli, M.; Keyvanmajd, S.; Najafi, B.; Rinaldi, F.
Modulating the HVAC demand of a wharehouse to provide load flexibility for charging electric trucks
2023-01-01 Dadras Javan, F.; Najafi, B.; Rinaldi, F.; Avedano, I. A. C.; Moazami, A.
Assessing the impact of employing machine learning-based baseline load prediction pipelines with sliding-window training scheme on offered flexibility estimation for different building categories
2023-01-01 Campodonico Avendano, I. A.; Dadras Javan, F.; Najafi, B.; Moazami, A.; Rinaldi, F.
Machine learning-based estimation of buildings' characteristics employing electrical and chilled water consumption data: Pipeline optimization
2023-01-01 Raymand, F.; Najafi, B.; Haghighat Mamaghani, A.; Moazami, A.; Rinaldi, F.
Assessing the impact of smart lighting systems and on-site renewable generation in a distribution warehouse: a simulation-based approach
2023-01-01 Cannava, L.; Perotti, S.; Najafi, B.; Rinaldi, F.
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