2025

• Avendano, Italo Aldo Campodonico; Dadras, Farzad Javan; Najafi, Behzad; Aghaei, Mohammadreza; Moazami, Amin; Rinaldi, Fabio. (2025) Digital twin technology for energy flexibility and saving.
  Academic chapter/article/Conference paper

2024

• Avendano, Italo Aldo Campodonico; Andersen, Kamilla Heimar; Erba, Silvia; Moazami, Amin; Aghaei, Mohammadreza; Najafi, Behzad. (2024) 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
  Academic article
• Javan, Farzad Dadras; Avendano, Italo Aldo Campodonico; Kaboli, Ali; Najafi, Behzad; Moazami, Amin; Perotti, Sara. (2024) Electricity demand flexibility estimation in warehouses using machine learning.
  Academic chapter/article/Conference paper
• Kaboli, Ali; Javan, Farzad Dadras; Avendano, Italo Aldo Campodonico; Najafi, Behzad; Colombo, Luigi Pietro Maria; Perotti, Sara. (2024) Just-in-Time Morning Ramp-Up Implementation in Warehouses Enabled by Machine Learning-Based Predictive Modelling: Estimation of Achievable Energy Saving through Simulation. Energies
  Academic article
• Avendano, Italo Aldo Campodonico; Javan, Farzad Dadras; Najafi, Behzad; Moazami, Amin. (2024) Calibration and validation of physics-based data-driven models for simulating the thermal behavior of indoor spaces in an assisted living facility. E3S Web of Conferences
  Academic article
• Javan, Farzad Dadras; Avendano, Italo Aldo Campodonico; Najafi, Behzad; Rossi, Michele; Rinaldi, Fabio. (2024) 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
  Academic article

2023

• Javan, Farzad Dadras; Najafi, Behzad; Rinaldi, Fabio; Avendano, Italo Aldo Campodonico; Moazami, Amin Nitter. (2023) Modulating the HVAC Demand of a Warehouse to Provide Load Flexibility for Charging Electric Trucks.
  Academic chapter/article/Conference paper
• Avendano, Italo Aldo Campodonico; Moazami, Amin Nitter; Javan, Farzad Dadras; Najafi, Behzad. (2023) Predicting Hvac-Based Demand Flexibility in Grid-Interactive Efficient Buildings Utilizing Deep Neural Networks.
  Academic chapter/article/Conference paper
• Avendano, Italo Aldo Campodonico; Javan, Farzad Dadras; Najafi, Behzad; Moazami, Amin Nitter; Rinaldi, Fabio. (2023) 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
  Academic article
• Javan, Farzad Dadras; Avendano, Italo Aldo Campodonico; Najafi, Behzad; Moazami, Amin Nitter; Rinaldi, Fabio. (2023) Machine-Learning-Based Prediction of HVAC-Driven Load Flexibility in Warehouses. Energies
  Academic article