Building Information aGGregation, harmonization and analytics platform

Información del proyecto

BIGG

Identificador del acuerdo de subvención: 957047

DOI

10.3030/957047

Proyecto cerrado

Fecha de la firma de la CE 11 Septiembre 2020

Fecha de inicio 1 Diciembre 2020

Fecha de finalización 30 Noviembre 2023

Financiado con arreglo a

• SOCIETAL CHALLENGES - Secure, clean and efficient energy

Coste total

€ 4 877 914,82

Aportación de la UE

€ 3 992 377,50

Coordinado por

INETUM REALDOLMEN BELGIUM
Belgium

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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

Publicaciones

Book chapters (1)

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

Autores: Gerard Mor, Jordi Cipriano Giacomo Martirano, Francesco Pignatelli, Chiara Lodi, Florencia Lazzari, Benedetto Grillone, DanielChemisana
Publicado en: Energy Reports, Volume 7, November 2021, 2021, Página(s) Pages 5667-5684
Editor: Elsevier

Conference proceedings (3)

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

Autores: Audrey Bouet, Nicolas Bus, Stoyan Danov, Eloi Gabaldon, Edgar Martinez-Sarmiento, Nicolas Pastorelly, Guillaume Picinbono
Publicado en: Computing in Construction, Proceedings of the 2024 European Conference on Computing in Construction, Edición 5, 2024
Editor: 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

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

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

Autores: Manu Lahariya, Farzaneh Karami, Chris Develder, Guillaume Crevecoeur
Publicado en: 10th IEEE Data-Driven Control and Learn. Sys. Conf. (DDCLS 2021), 2021
Editor: IEEE
DOI: 10.1109/ddcls52934.2021.9455657

Peer reviewed articles (5)

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

Autores: Manu Lahariya, Farzaneh Karami, Chris Develder, Guillaume Crevecoeur
Publicado en: IEEE Transactions on Industrial Informatics, Edición 19, 2023, Página(s) 1484-1494, ISSN 1551-3203
Editor: 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

Autores: Georgios I. Tsoumalis, Zafeirios N. Bampos, Pandelis N. Biskas, Stratos D. Keranidis, Polychronis A. Symeonidis, Dimitrios K. Voulgarakis
Publicado en: Applied Energy, Edición 317, 2023, Página(s) 119038, ISSN 0306-2619
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.apenergy.2022.119038

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

Autores: Edgar A. Martínez-Sarmiento, Jose Manuel Broto, Eloi Gabaldon, Jordi Cipriano, Roberto García, Stoyan Danov
Publicado en: Energies, Edición 17, 2024, Página(s) 3006, ISSN 1996-1073
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en17123006

Physics informed neural networks for control oriented thermal modeling of buildings

Autores: Gargya Gokhale, Bert Claessens, Chris Develder
Publicado en: Applied Energy, Edición 314, 2023, Página(s) 118852, ISSN 0306-2619
Editor: Pergamon Press Ltd.
DOI: 10.1016/j.apenergy.2022.118852

Dynamic horizon selection methodology for model predictive control in buildings

Autores: Gerard Laguna, Gerard Mor, Florencia Lazzari, Eloi Gabaldon, Arash Erfani, Dirk Saelens, Jordi Cipriano
Publicado en: Energy Reports, Edición 8, 2024, Página(s) 10193-10202, ISSN 2352-4847
Editor: Elsevier
DOI: 10.1016/j.egyr.2022.08.015