Now showing items 1-6 of 6

    • Ambient air particulate total lung deposited surface area (LDSA) levels in urban Europe 

      Liu, Xiansheng; Hadiatullah, Hadiatullah; Zhang, Xun; Trechera Ruiz, Pedro; Savadkoohi, Marjan; Garcia Marlès, Meritxell; Reche, Cristina; Perez Lozano, Noemi; Beddows, David; Salma, Imre; Thén, Wanda; Kalkavouras, Panayiotis (Elsevier, 2023-11-10)
      Article
      Open Access
      This study aims to picture the phenomenology of urban ambient total lung deposited surface area (LDSA) (including head/throat (HA), tracheobronchial (TB), and alveolar (ALV) regions) based on multiple path particle dosimetry ...
    • Assessing the performance of the neural network-based control to manage boilers through a reduced-order building's model 

      Savadkoohi, Marjan; Macarulla Martí, Marcel; Casals Casanova, Miquel (Asociación Española de Ingeniería de Proyectos (AEIPRO), 2022)
      Conference report
      Open Access
      There is a growing need to optimize the heating ventilation and air conditioning (HVAC) systems during building operations due to its high contribution to buildings' energy consumption and the willingness to meet the ...
    • Constructing transferable and interpretable machine learning models for black carbon concentrations 

      Fung, Pak Lun; Savadkoohi, Marjan; Zaidan, Martha Arbayani; Niemi, Jarkko V.; Timonen, Hilkka; Pandolfi, Marco; Alastuey, Andres; Querol Carceller, Xavier; Hussein, Tareq; Petaja, Tuukka (Elsevier, 2024-02-01)
      Article
      Open Access
      Black carbon (BC) has received increasing attention from researchers due to its adverse health effects. However, in-situ BC measurements are often not included as a regulated variable in air quality monitoring networks. ...
    • Facilitating the implementation of neural network-based predictive control to optimize building heating operation 

      Savadkoohi, Marjan; Macarulla Martí, Marcel; Casals Casanova, Miquel (Elsevier, 2023-01-15)
      Article
      Open Access
      Simple neural network (NN) architecture is a reliable tool to transform reactive rule-based systems into predictive systems. Thermal comfort is of utmost importance in office buildings, which need the activation of heating ...
    • Phenomenology of ultrafine particle concentrations and size distribution across urban Europe 

      Trechera Ruiz, Pedro; Reche Andúgar, Cristina; Perez Lozano, Noemi; Savadkoohi, Marjan; Beddows, David; Marchand, N.; Mihalopoulos, Nikos; Jokiniemi, J.; Eleftheriadis, Kostas; Gerwig, Hubert; Hoffmann, Barbara; Hentrich, Doreen; Petaja, Tuukka; Alastuey Urós, Andrés (Elsevier, 2023-02)
      Article
      Open Access
      The 2017–2019 hourly particle number size distributions (PNSD) from 26 sites in Europe and 1 in the US were evaluated focusing on 16 urban background (UB) and 6 traffic (TR) sites in the framework of Research Infrastructures ...
    • The variability of mass concentrations and source apportionment analysis of equivalent black carbon across urban Europe 

      Savadkoohi, Marjan; Pandolfi, Marco; Reche Andúgar, Cristina; Niemi, Jarkko V.; Mooibroek, Dennis; Titos Vela, Gloria; Green, David C.; Tremper, Anja H.; Hueglin, Christoph; Liakakou, Eleni; Mihalopoulos, Nikos; Stavroulas, Iasonas; Artiñano, Begoña; Coz, Esther; Alados Arboledas, Lucas; Beddows, David; Riffault, Véronique; de Brito, Joel F. (Elsevier, 2023-08-01)
      Article
      Open Access
      This study analyzed the variability of equivalent black carbon (eBC) mass concentrations and their sources in urban Europe to provide insights into the use of eBC as an advanced air quality (AQ) parameter for AQ standards. ...