Behzad Najafi - Publications, H-index & Citations

Behzad Najafi

Politecnico di Milano

25H指数

93论文数

2.8K被引数

收录论文 33

发表时间

Enhancing self-consumption ratio in a smart microgrid by applying a reinforcement learning-based energy management system 通过应用基于强化学习的能量管理系统提升智能微网的自消纳率

Energy

IF9.4

2025-08-05

PREAI

Parisa Hajialigol; Kingsley Nweye; Mohammadreza Aghaei; Behzad Najafi; Amin Moazami; Zoltan Nagy

Green warehousing practices: Assessing the impact of PV self-consumption enhancement strategies in a logistics warehouse

SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS

IF7

2024-12-01

OAAI

Cannava, Luca; Javan, Farzad Dadras; Najafi, Behzad; Perotti, Sara

Estimating morning ramp-up duration for the cooling season in a smart building using machine learning: Determining most promising features

SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS

IF7

2024-09-01

OAAI

Javan, Farzad Dadras; Avendano, Italo Aldo Campodonico; Najafi, Behzad; Rossi, Michele; Rinaldi, Fabio

A novel framework for assessing the smartness and the smart readiness level in highly electrified non-residential buildings: A Norwegian case study

ENERGY AND BUILDINGS

IF7.1

2024-07-01

OAAI

Avendano, Italo Aldo Campodonico; Andersen, Kamilla Heimar; Erba, Silvia; Moazami, Amin; Aghaei, Mohammadreza; Najafi, Behzad

Handling complete short-term data logging failure in smart buildings: Machine learning based forecasting pipelines with sliding-window training scheme 在智能建筑中处理完整的短期数据记录失败: 基于机器学习的预测管道与滑动窗口训练方案

ENERGY AND BUILDINGS

IF7.1

2023-12-01

OAAI

Papadopoulos, Demetrios N.; Javan, Farzad Dadras; Najafi, Behzad; Mamaghani, Alireza Haghighat; Rinaldi, Fabio

Machine learning-based estimation of buildings' characteristics employing electrical and chilled water consumption data: Pipeline optimization

ENERGY AND BUILDINGS

IF7.1

2023-09-01

OAAI

Raymand, Farhang; Najafi, Behzad; Mamaghani, Alireza Haghighat; Moazami, Amin; Rinaldi, Fabio

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

ENERGY AND BUILDINGS

IF7.1

2023-09-01

OAAI

Avendano, Italo Aldo Campodonico; Javan, Farzad Dadras; 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

SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS

IF7

2023-08-01

OAAI

Tognoli, Marco; Keyvanmajd, Shayan; Najafi, Behzad; Rinaldi, Fabio

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

IF7

2022-10-01

PREAI

Tognoli, Marco; Najafi, Behzad; Lucchini, Andrea; Colombo, Luigi Pietro Maria; Rinaldi, Fabio

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

IF5.8

2022-09-01

PREAI

Morelli, Alessandro; Tognoli, Marco; Ghidoni, Antonio; Najafi, Behzad; Rinaldi, Fabio

Benchmarking clear sky and transposition models for solar irradiance estimation on vertical planes to facilitate glazed facade design

ENERGY AND BUILDINGS

IF7.1

2022-01-01

OAAI

Paul, Debayan; De Michele, Giuseppe; Najafi, Behzad; Avesani, Stefano

Machine learning based pressure drop estimation of evaporating R134a flow in micro-fin tubes: Investigation of the optimal dimensionless feature set

INTERNATIONAL JOURNAL OF REFRIGERATION

IF3.8

2021-11-01

PREAI

Ardam, Keivan; Najafi, Behzad; Lucchini, Andrea; Rinaldi, Fabio; Colombo, Luigi Pietro Maria

Machine learning based models for pressure drop estimation of two-phase adiabatic air-water flow in micro-finned tubes: Determination of the most promising dimensionless feature set

CHEMICAL ENGINEERING RESEARCH & DESIGN

IF3.9

2021-03-01

PREAI

Najafi, Behzad; Ardam, Keivan; Hanusovsky, Andrej; Rinaldi, Fabio; Colombo, Luigi Pietro Maria

Building characterization through smart meter data analytics: Determination of the most influential temporal and importance-in-prediction based features

ENERGY AND BUILDINGS

IF7.1

2021-03-01

PREAI

Najafi, Behzad; Depalo, Monica; Rinaldi, Fabio; Arghandeh, Reza

MOIRAE - bottom-up MOdel to compute the energy consumption of the Italian REsidential sector: Model design, validation and evaluation of electrification pathways

ENERGY

IF9.4

2020-11-01

PREAI

Besagni, Giorgio; Borgarello, Marco; Vila, Lidia Premoli; Najafi, Behzad; Rinaldi, Fabio

Economic feasibility analysis and optimization of hybrid renewable energy systems for rural electrification in Peru 秘鲁农村电气化混合可再生能源系统的经济可行性分析和优化

CLEAN TECHNOLOGIES AND ENVIRONMENTAL POLICY

IF3.9

2020-07-31

OAAI

Rinaldi, Fabio; Moghaddampoor, Farzad; Najafi, Behzad; Marchesi, Renzo

Dynamic modelling, experimental validation, and thermo-economic analysis of industrial fire-tube boilers with stagnation point reverse flow combustor

APPLIED THERMAL ENGINEERING

IF6.9

2019-02-01

OAAI

Tognoli, Marco; Najafi, Behzad; Marchesi, Renzo; Rinaldi, Fabio

Optimization of an HT-PEM fuel cell based residential micro combined heat and power system: A multi-objective approach

JOURNAL OF CLEANER PRODUCTION

IF10

2018-04-01

OAAI

Mamaghani, Alireza Haghighat; Najafi, Behzad; Casalegno, Andrea; Rinaldi, Fabio

Dynamic modelling and optimal sizing of industrial fire-tube boilers for various demand profiles

APPLIED THERMAL ENGINEERING

IF6.9

2018-03-01

OAAI

Tognoli, Marco; Najafi, Behzad; Rinaldi, Fabio

Predictive modelling and adaptive long-term performance optimization of an HT-PEM fuel cell based micro combined heat and power (CHP) plant 基于ht-pem燃料电池的微型热电联产 (CHP) 电厂的预测建模和自适应长期性能优化

APPLIED ENERGY

IF11

2017-04-15

PREAI

Mamaghani, Alireza Haghighat; Najafi, Behzad; Casalegno, Andrea; Rinaldi, Fabio

研究方向