1. Automatic Energy performance Diagnosis of HVAC Systems by the4S3F method (Taal A., Itard L. (2022); CLIMA2022

2. 4S3F Diagnostic Bayesian Network method: discussion about application and technical design (Wang Z., Meijer A., Itard L (2022); CLIMA2022

3. Health monitoring: a machine learning approach for anomaly detection in multi-sensor networks (Hajee, Bram; Wisse, Kees; Mohajerin Esfahani, Peyman (2022); CLIMA2022

4. A web-based approach to BMS, BIM and IoT integration: a case study (Chamari, Lasitha; Pauwels, Pieter; Petrova, Ekaterina (2022); CLIMA2022

5. Learning and Knowledge Transfer of Professionals within the Building Services Sector (Mohammad Samir Ahmed, Joep Van der Velden, Paula Van den Brom, Ali Soleymani, Maaike Konings, Laure Itard, Marcus Specht, Ellen Sjoer, Wim Zeiler (2022); CLIMA2022

6. A Reference Architecture for Data-Driven Smart Buildings Using Brick and LBD Ontologies (Pieter Pauwels, Gabe Fierro (2022); CLIMA2022

7. Time Series Building Energy Systems Data Imputation (Adrien Lucbert, Juliën van der Niet, Albert Corson, Michael Weij, Ramon Isaac van der Elst, Jesús Mª Martínez de Juan, Tadeo Baldiri Salcedo Rahol (2022); CLIMA2022

Brains4Buildings in short
Progress report year 1