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The following bibliography contains all publications indexed in this database that are linked with this name as either author, editor or any other kind of contributor.

  1. Campodonico Avendano, Italo Aldo / Heimar Andersen, Kamilla / 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. In: Energy and Buildings, v. 314 (July 2024).

    https://doi.org/10.1016/j.enbuild.2024.114234

  2. Papadopoulos, Demetrios N. / Dadras Javan, Farzad / Najafi, Behzad / Mamaghani, Alireza Haghighat / Rinaldi, Fabio (2023): Handling Complete Short-term Data Logging Failure in Smart Buildings: Machine Learning based Forecasting Pipelines with Sliding-window Training Scheme. In: Energy and Buildings, v. 301 (December 2023).

    https://doi.org/10.1016/j.enbuild.2023.113694

  3. Raymand, Farhang / Najafi, Behzad / Mamaghani, Alireza Haghighat / Moazami, Amin / Rinaldi, Fabio (2023): Machine learning-based estimation of buildings' characteristics employing electrical and chilled water consumption data: Pipeline optimization. In: Energy and Buildings, v. 295 (September 2023).

    https://doi.org/10.1016/j.enbuild.2023.113327

  4. Campodonico Avendano, Italo Aldo / Dadras Javan, Farzad / Najafi, Behzad / Moazami, Amin / 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. In: Energy and Buildings, v. 294 (September 2023).

    https://doi.org/10.1016/j.enbuild.2023.113217

  5. Paul, Debayan / De Michele, Giuseppe / Najafi, Behzad / Avesani, Stefano (2022): Benchmarking clear sky and transposition models for solar irradiance estimation on vertical planes to facilitate glazed facade design. In: Energy and Buildings, v. 255 (January 2022).

    https://doi.org/10.1016/j.enbuild.2021.111622

  6. Najafi, Behzad / Depalo, Monica / Rinaldi, Fabio / Arghandeh, Reza (2021): Building characterization through smart meter data analytics: Determination of the most influential temporal and importance-in-prediction based features. In: Energy and Buildings, v. 234 (March 2021).

    https://doi.org/10.1016/j.enbuild.2020.110671

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