Building Information aGGregation, harmonization and analytics platform

Project Information

BIGG

Grant agreement ID: 957047

DOI

10.3030/957047

Project closed

EC signature date 11 September 2020

Start date 1 December 2020

End date 30 November 2023

Funded under

• SOCIETAL CHALLENGES - Secure, clean and efficient energy

Total cost

€ 4 877 914,82

EU contribution

€ 3 992 377,50

Coordinated by

INETUM REALDOLMEN BELGIUM
Belgium

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (9)

2nd report on dissemination, communication and clustering activities and results
Final technical specifications and description of the integrated BIGG solution
Detailed description of Use cases and end-user services

Detailed description of Use cases and enduser services

Initial technical specifications and preliminary design of BIGG Architecture building blocks and APIs
Update of contributions to standardization actions and preliminary Market2Go strategy including BIGG impact
1st report on dissemination, communication and clustering activities and results

1st report on dissemination communication and clustering activities and results

Final contributions to standardization actions and final Market2Go strategy including BIGG impact
Dissemination and communication actions plans and target KPIs
Initial contributions to standardization actions and market analysis

Demonstrators, pilots, prototypes (8)

Description of the final harmonization layer
Description of the final AI toolbox
Description of the preliminary AI toolbox
Description of the final end-user communication and security layers
First evaluation of the BIGG pilots results on use cases
Final evaluation of the BIGG pilots results on use cases
Description of the preliminary end-user communication and security layers
Description of the preliminary harmonization layer

Open Research Data Pilot (1)

Public BIGG Data

Websites, patent fillings, videos etc. (1)

Marketing material and website

Other (1)

Collaborative Working Environment and its maintenance

Publications

Book chapters (1)

A data-driven method for unsupervised electricity consumption characterisation at the district level and beyond

Author(s): Gerard Mor, Jordi Cipriano Giacomo Martirano, Francesco Pignatelli, Chiara Lodi, Florencia Lazzari, Benedetto Grillone, DanielChemisana
Published in: Energy Reports, Volume 7, November 2021, 2021, Page(s) Pages 5667-5684
Publisher: Elsevier

Conference proceedings (3)

Harmonizing Input Data for Digital Building Twin: Energy Efficiency Use Case

Author(s): Audrey Bouet, Nicolas Bus, Stoyan Danov, Eloi Gabaldon, Edgar Martinez-Sarmiento, Nicolas Pastorelly, Guillaume Picinbono
Published in: Computing in Construction, Proceedings of the 2024 European Conference on Computing in Construction, Issue 5, 2024
Publisher: European Council for Computing in Construction
DOI: 10.35490/ec3.2024.274

Real-World Implementation of Reinforcement Learning Based Energy Coordination for a Cluster of Households

Author(s): Gargya Gokhale, Niels Tiben, Marie-Sophie Verwee, Manu Lahariya, Bert Claessens, Chris Develder
Published in: Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, 2024, Page(s) 347-351
Publisher: ACM
DOI: 10.1145/3600100.3625681

Physics-informed Recurrent Neural Networks for the identification of a generic energy buffer system

Author(s): Manu Lahariya, Farzaneh Karami, Chris Develder, Guillaume Crevecoeur
Published in: 10th IEEE Data-Driven Control and Learn. Sys. Conf. (DDCLS 2021), 2021
Publisher: IEEE
DOI: 10.1109/ddcls52934.2021.9455657

Peer reviewed articles (5)

Physics-Informed LSTM Network for Flexibility Identification in Evaporative Cooling System

Author(s): Manu Lahariya, Farzaneh Karami, Chris Develder, Guillaume Crevecoeur
Published in: IEEE Transactions on Industrial Informatics, Issue 19, 2023, Page(s) 1484-1494, ISSN 1551-3203
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tii.2022.3173897

A novel system for providing explicit demand response from domestic natural gas boilers

Author(s): Georgios I. Tsoumalis, Zafeirios N. Bampos, Pandelis N. Biskas, Stratos D. Keranidis, Polychronis A. Symeonidis, Dimitrios K. Voulgarakis
Published in: Applied Energy, Issue 317, 2023, Page(s) 119038, ISSN 0306-2619
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.apenergy.2022.119038

Linked Data Generation Methodology and the Geospatial Cross-Sectional Buildings Energy Benchmarking Use Case

Author(s): Edgar A. Martínez-Sarmiento, Jose Manuel Broto, Eloi Gabaldon, Jordi Cipriano, Roberto García, Stoyan Danov
Published in: Energies, Issue 17, 2024, Page(s) 3006, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en17123006

Physics informed neural networks for control oriented thermal modeling of buildings

Author(s): Gargya Gokhale, Bert Claessens, Chris Develder
Published in: Applied Energy, Issue 314, 2023, Page(s) 118852, ISSN 0306-2619
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.apenergy.2022.118852

Dynamic horizon selection methodology for model predictive control in buildings

Author(s): Gerard Laguna, Gerard Mor, Florencia Lazzari, Eloi Gabaldon, Arash Erfani, Dirk Saelens, Jordi Cipriano
Published in: Energy Reports, Issue 8, 2024, Page(s) 10193-10202, ISSN 2352-4847
Publisher: Elsevier
DOI: 10.1016/j.egyr.2022.08.015