Annex 81 Publications

  • Factsheet: Data-Driven Smart Buildings (PDF 0.32MB) Edit Publication
    November 2019
  • Data-Driven Smart Buildings: State-of-the-Art Review
    Data-Driven Smart Buildings: State-of-the-Art Review (PDF 4.39MB) Edit Publication
    September 2023
    Author(s): David Blum, José Candanedo, Zhelun Chen, Gabe Fierro, Virginia Gori, Hicham Johra, Henrik Madsen, Anna Marszal-Pomianowska, Zheng O’Neill, Ojas Pradhan, Dimitrios Rovas, Francesco Sacco, Sofia Stensson, Christian A. Thilker, Charalampos Vallianos, Jin Wen, Stephen White
    Editor(s): José Candanedo
    Publisher: CSIRO
    ISBN: 978-1-4863-1894-0
  • Data-driven key performance indicators and datasets for building energy flexibility: A review and perspectives Edit Publication
    August 2023
    Author(s): H. Li, H. Johra, F. de Andrade Pereira, T. Hong, J. Le Dréau, A. Maturo, M. Wei, Y. Liu, A. Saberi-Derakhtenjani, Z. Nagy, A. Marszal-Pomianowska, D. Finn, S. Miyata, K. Kaspar, K. Nweye, Z. O'Neill, F. Pallonetto, B. Dong
    Editor(s): Applied Energy
  • A review of data-driven fault detection and diagnostics for building HVAC systems Edit Publication
    July 2023
    Author(s): Z. Chen, Z. O’Neill, J. Wen, O. Pradhan, T. Yang, X. Lu, G. Lin, S. Miyata, S. Lee, Ch. Shen, R. Chiosa, M.S. Piscitelli, A. Capozzoli, F. Hengel, A. Kührer, M. Pritoni, W. Liu, J. Clauß, Y. Chen, and T. Herr
    Publisher: Applied Energy
  • Sub-hourly measurement datasets from 6 real buildings: Energy use and indoor climate Edit Publication
    June 2023
    Author(s): I. Sartori, H.T. Walnum, K.S. Skeie, L. Georges, M.D. Knudsen, P. Bacher, J. Candanedo, A.M. Sigounis, A.K. Prakash, M. Pritoni, J. Granderson, S. Yang, M.P. Wan
    Publisher: Data in Brief
  • A Data Sharing Guideline for Buildings and HVAC Systems
    A Data Sharing Guideline for Buildings and HVAC Systems (PDF 2.21MB) Edit Publication
    March 2023
    Author(s): Stephen White, Anna Marszal-Pomianowska, Guang Yu Jin, Henrik Madsen, José Candanedo, Mirjam Harmelink, Sofia Stensson and Virginia Gori
    Publisher: CSIRO
    ISBN: 978-1-4863-1895-7
  • Data-Driven Smart Building Case Studies Edit Publication
    November 2022
    Author(s): P. Ruyssevelt, D.V. Rovas, V. Gori, G. Chen, and H. Jatkar
  • Survey of metadata schemas for data-driven smart buildings
    Survey of metadata schemas for data-driven smart buildings (PDF 2.38MB) Edit Publication
    June 2022
    Author(s): Gabe Fierro and Pieter Pauwels
    Publisher: CSIRO
    ISBN: 978-1-4863-1896-4
  • A Reference Architecture for Data-Driven Smart Buildings Using Brick and LBD Ontologies Edit Publication
    May 2022
    Author(s): P. Pauwels and G. Fierro
    Publisher: Clima Conference