Behzad Najafi
Politecnico di Milano
H-index: 24
Europe-Italy
Top articles of Behzad Najafi
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A Roadmap for Improving Warehouse Environmental Sustainability: The Case of a Conditioned Logistics Facility for Medical Devices | Luca Cannava Sara Perotti Behzad Najafi Fabio Rinaldi Emanuele Mazzilli | 2024/2/14 | |
Simplified finite volume-based dynamic modeling, experimental validation, and data-driven simulation of a fire-tube hot-water boiler | Sustainable Energy Technologies and Assessments | Marco Tognoli Shayan Keyvanmajd Behzad Najafi Fabio Rinaldi | 2023/8/1 |
Machine-Learning-Based Prediction of HVAC-Driven Load Flexibility in Warehouses | Energies | Farzad Dadras Javan Italo Aldo Campodonico Avendano Behzad Najafi Amin Moazami Fabio Rinaldi | 2023/7/16 |
Handling complete short-term data logging failure in smart buildings: Machine learning based forecasting pipelines with sliding-window training scheme | Energy and Buildings | Demetrios N Papadopoulos Farzad Dadras Javan Behzad Najafi Alireza Haghighat Mamaghani Fabio Rinaldi | 2023/12/15 |
Predicting hvac-based demand flexibility in grid-interactive efficient buildings utilizing deep neural networks | PROCEEDINGS EUROPEAN COUNCIL FOR MODELLING AND SIMULATION | IA Campodonico Avendano Amin Moazami F Dadras Javan Behzad Najafi | 2023 |
Advances in Machine-Learning Based Disaggregation of Building Heating Loads: A Review | Synne Krekling Lien Behzad Najafi Jayaprakash Rajasekharan | 2023/12/2 | |
Modulating the HVAC demand of a wharehouse to provide load flexibility for charging electric trucks | F Dadras Javan B Najafi F Rinaldi IAC Avedano A Moazami | 2023 | |
Machine learning-based estimation of buildings' characteristics employing electrical and chilled water consumption data: Pipeline optimization | Energy and Buildings | Farhang Raymand Behzad Najafi Alireza Haghighat Mamaghani Amin Moazami Fabio Rinaldi | 2023/9/15 |
Handbook of smart energy systems | Michel Fathi Enrico Zio Panos M Pardalos | 2023/8/4 | |
Reduced FV modelling based on CFD database and experimental validation for the thermo-fluid dynamic simulation of flue gases in horizontal fire-tubes | International Journal of Heat and Mass Transfer | Alessandro Morelli Marco Tognoli Antonio Ghidoni Behzad Najafi Fabio Rinaldi | 2022/9/15 |
Application of machine learning in occupant and indoor environment behavior modeling: Sensors, methods, and algorithms | Farzad Dadras Javan Hamed Khatam Bolouri Sangjoeei Behzad Najafi Alireza Haghighat Mamaghani Fabio Rinaldi | 2022/3/31 | |
Benchmarking clear sky and transposition models for solar irradiance estimation on vertical planes to facilitate glazed facade design | Energy and Buildings | Debayan Paul Giuseppe De Michele Behzad Najafi Stefano Avesani | 2022/1/15 |
Reduced Thermal-hydraulic Model of Flue Gases in Horizontal Fire Tubes with Helical Coil Inserts Employing a CFD Simulated Database | Available at SSRN 4210318 | Marco Tognoli Alessandro Morelli Behzad Najafi Fabio Rinaldi Antonio Ghidoni | 2022/9/5 |
Energy efficiency and environmental impact reduction at logistics facilities: conceptualization and development of a simulation-based assessment on real cases applications | EMANUELE MAZZILLI Edoardo Gronda | 2022 | |
Development of IoT-driven Machine Learning based pipelines for predictive modelling of ramp-up and ramp-down processes in indoor environments aiming at energy efficiency … | ITALO ALDO CAMPODONICO AVENDANO | 2022/7/21 | |
Physical/data-driven dynamic modelling of fire-tube boilers and demand prediction aiming at adaptive optimization of the supply set-point condition | Marco Tognoli | 2022 | |
Deep learning-based pipelines for occupancy driven smart ramp-up implementation in commerical buildings | ARIAN MAGHSOUDNIA | 2022/4/27 | |
Heat Transfer Estimation in Flow Boiling of R134a within Microfin Tubes Utilizing Physics-Inspired Machine Learning | Available at SSRN 4175964 | Shayan Milani Keivan Ardam Behzad Najafi Luigi Pietro Maria Colombo Andrea Lucchini | 2022 |
Implementation of a multi-setpoint strategy for fire-tube boilers utilized in food and beverage industry: Estimating the fuel saving potential | Sustainable Energy Technologies and Assessments | Marco Tognoli Behzad Najafi Andrea Lucchini Luigi Pietro Maria Colombo Fabio Rinaldi | 2022/10/1 |
Ramp-up duration estimation in a smart building utilizing sliding window-based machine learning | DAVID GARRIDO SALGADO | 2022/4/27 |
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