High-Quality Data-Driven Services for a Digital Built Environment towards a Climate-Neutral Building Stock

Informazioni relative al progetto

DigiBUILD

ID dell’accordo di sovvenzione: 101069658

DOI

10.3030/101069658

Progetto chiuso

Data della firma CE 17 Giugno 2022

Data di avvio 1 Giugno 2022

Data di completamento 31 Maggio 2025

Finanziato da

• Climate, Energy and Mobility

Costo totale

€ 5 525 782,50

Contributo UE

€ 4 578 873,75

Coordinato da

ENGINEERING - INGEGNERIA INFORMATICA SPA
Italy

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Risultati finali

Documents, reports (14)

DigiBUILD architecture towards an Energy Efficient Building Data Space

The deliverable will report the reference architecture that will be the base for the implementation of DigiBUILD. Success Criteria: The availability of the Reference architecture(T1.5)

Dynamic data ingestion and data quality methodologies

The deliverable will explain the dynamic data ingestion mechanisms and procedures for data extraction, transformation and loading from pilots’ use cases, including data quality methodology definition.Success criteria: Connectors, dynamic data drivers and ETLs (including data quality mechanisms) successfully implemented in line with milestones MS4 and MS6 to assure inputs to tasks within WP3 and WP4.(T2.2)

DigiBUILD data protection and cyber security

This report will summarize the specifications of the requirements related to the security and privacy of the data, in relation also to Task 4.4.Success Criteria: The availability of the data protection and cyber security specifications.(T1.5)

Dissemination and communication plan

This document will include the communication and dissemination plan aimed to achieve a high level of visibility to the project outcomes.Success Criteria: The document should deliver the plan including target groups and stakeholders, strategies to be applied, dissemination meetings and key indicators.(T7.1)

DigiBUILD user stories and adoption of the European Bauhaus initiative

This report will describe the user stories and the needs to be considered in the platform. It will leverage the European Bauhaus initiative to engage users for the co-creation of the project methodologies.Success Criteria: The user requirements are clearly defined.(T1.1, T1.2)

Data assets and interoperability specifications

This report will provide a review of data assets, building data specification, Digital Logbooks and passports used and developed both in the market and recent projects.Success Criteria: A clear and up-to-date indication on the data assets and format to be adopted in the DigiBUILD data toolbox, with identification of needs for new standards in the field.(T1.4)

Secure and trustworthy framework for data accessibility and re-usability

The deliverable will describe a trustworthy blockchain-based framework to ensure secure, immutable and pseudo-anonymized data collection at field level. Success criteria: P2P framework for data gathering (as a FIWARE context broker extension) available in the first release at MS4. (T2.1)

Semantic Data Models and ontologies to ensure semantic interoperability

The deliverable will define the data models and ontologies to represent building data and interoperability mechanisms to combine various data sources in the scope of DigiBUILD use cases.An intermediate version of this deliverable will be made available at M12.Success criteria: Releases of data models and ontologies will be available in line with milestones MS4 and MS6 to assure inputs to tasks within WP3 and WP4. (T2.3)

Co-design of the DigiBUILD use cases and technical framework requirements

The report will describe the technical use cases. Success Criteria: The availability of the technical framework requirements.(T1.3)

‘Second wave' of DigiBUILD AI-based data-driven services for the built environment

The deliverable will report about the ‘second wave’ of DigiBUILD AI-based data-driven services.Success criteria: Availability of the services in the second technical release MS6.(T3.1,T3.2, T3.3, T3.4, T3.5)

Communication, dissemination and capacity building activities (progress report and plan)

This document will report the dissemination and communication activities performed, the results achieved and an updated version of the plan. Success Criteria: The document should report the achieved results and the new/updated plans.(T7.1,T7.2,T7.3,T7.4)

Pilots' execution documentation - pre-pilot phase

This deliverable will provide a description of the pilots’ use cases, engagement and social acceptance actions, overall activity monitoring and impact analysis in relation to the pre-pilot cycle running during M14-16 period. Success Criteria: The availability of the report in relation to pre-pilot scope at MS5 pilot pre-phase completion.(T5.3,T5.4,T5.5, T5.6)

‘First wave' of DigiBUILD AI-based data-driven services for the built environment

The deliverable will report about the ‘first wave’ of DigiBUILD AI-based data-driven services. Success criteria: Availability of the services in the first technical release MS4(T3.1,T3.2,T3.3, T3.4,T3.5)

Final synthesis of the DigiBUILD inclusive and people-centric framework (co-design of use cases, data assets, data protection, cyber security and architecture)

The report will contain the final functional and non-functional requirements and the consolidated Reference Architecture. Success Criteria: Final version of the specifications and Reference architecture available.(T1.1, T1.2, T1.3, T1.4, T1.5)

Other (3)

Digital Twin Suite and cloud-based DigiBUILD data toolbox (Beta version)

The deliverable will report about the second release of the Digital Twin Suite and cloud-based DigiBUILD data toolbox, corresponding to the second technical release MS6. Success criteria: Availability of second version of the environment.(T4.1, T4.2, T4.3, T4.4, T4.5)

DigiBUILD website

The deliverable represent the project website to support the project dissemination.Success Criteria: availability of the accompanying document describing the website structure and main sections roles.(T7.2)

Digital Twin Suite and cloud-based DigiBUILD data toolbox (Alpha version)

The deliverable will report about the first release of the Digital Twin Suite and cloud-based DigiBUILD data toolbox, corresponding to the first technical release MS4. Success criteria: Availability of first version of the environment.(T4.1, T4.2, T4.3, T4.4, T4.5)

Pubblicazioni

Conference proceedings (17)

Automatic HVAC Topology Generation Using BIM Geometry Checking and Knowledge Graph Technologies

Autori: Meng Wang, Georgios N. Lilis, Kyriakos Katsigarakis, Dimitris Mavrokapnidis, Ivan Korolija, Dimitrios Rovas
Pubblicato in: Computing in Construction, Proceedings of the 2024 European Conference on Computing in Construction, Numero 5, 2024
Editore: European Council for Computing in Construction
DOI: 10.35490/EC3.2024.257

A DATA ACQUISITION FRAMEWORK FOR BUILDING ENERGY MANAGEMENT

Autori: Konstantinos Touloumis, Panagiotis Kapsalis, Elissaios Sarmas, Stathis Stamatopoulos, Vangelis Marinakis and Haris Doukas
Pubblicato in: 2023, ISBN 978-989-8704-47-4
Editore: International Conferences e-Society 2023 and Mobile Learning 2023

Semi-automated extraction of HVAC system topology from imperfect Building Information Models

Autori: Dimitris Mavrokapnidis, Georgios N. Lilis, Kyriakos Katsigarakis, Ivan Korolija, Dimitrios Rovas
Pubblicato in: 2023
Editore: IBPSA

A Unified Framework for Querying Dynamic and Semantic Data Sources

Autori: Konstantinos Touloumis, Panagiotis Kapsalis, Elissaios Sarmas, Stathis Stamatopoulos, Evangelos Karakolis, Vaggelis Marinakis
Pubblicato in: 2023 14th International Conference on Information, Intelligence, Systems & Applications (IISA), 2024
Editore: IEEE
DOI: 10.1109/IISA59645.2023.10345935

Using Extraction, Transformation and Loading Procedures for Digitalisation of Buildings

Autori: José L. Hernández, David Arévalo, Susana Martín, Kyriakos Katsigarakis, Georgios N. Lilis, Dimitrios Rovas, Ignacio De Miguel
Pubblicato in: 2024 9th International Conference on Smart and Sustainable Technologies (SpliTech), 2024
Editore: IEEE
DOI: 10.23919/SPLITECH61897.2024.10612635

SeeQ: A Programming Model for Portable Data-Driven Building Applications

Autori: Dimitris Mavrokapnidis, Gabe Fierro, Maria Husmann, Ivan Korolija, Dimitrios Rovas
Pubblicato in: BuildSys '23: Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, 2023, ISBN 9798400702303
Editore: Association for Computing Machinery
DOI: 10.1145/3600100.3623744

AI-Based Methodology for Thermal Comfort Measurement: Application of a Simplified Comfort Model on a Real-Life Case Study

Autori: Vittoria Cipollone, Nicole Morresi, Serena Serroni, Sara Casaccia, Matteo Giovanardi, Alessandro Pracucci, Diego Arnone, Gian Marco Revel
Pubblicato in: 2024 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv), 2024
Editore: IEEE
DOI: 10.1109/METROLIVENV60384.2024.10615461

Unsupervised domain adaptation methods for photovoltaic power forecasting

Autori: Loukas Ilias, Elissaios Sarmas, Vangelis Marinakis, Dimitris Askounis, Haris Doukas
Pubblicato in: Applied Soft Computing, Numero 149, 2023, ISSN 1568-4946
Editore: Elsevier BV
DOI: 10.1016/J.ASOC.2023.110979

Challenges and opportunities in European smart buildings energy management: A critical review

Autori: Hernández, José L.; de Miguel, Ignacio; Velez, Fredy; Vasallo Belver, Ali
Pubblicato in: Renewable and Sustainable Energy Reviews, 2024
DOI: 10.1016/J.RSER.2024.114472

A Unified Framework for Querying Dynamic and Semantic Data Sources

Autori: K. Touloumis and P. Kapsalis and E. Sarmas and S. Stamatopoulos and E. Karakolis and V. Marinakis
Pubblicato in: 2023
Editore: IEEE Computer Society
DOI: 10.1109/IISA59645.2023.10345935

A tool for the data notarization with the Blockchain to ensure security and privacy

Autori: A. Rossi, A. Natalini, L. Cristofori and M. Mammina
Pubblicato in: 2023, ISBN 978-1-6654-5693-7
Editore: IEEE
DOI: 10.1109/MetroLivEnv56897.2023.10164060

Multi-Criteria Building Performance Assessment

Autori: José L. Hernández, Serena Serroni, Stathis Stamatopoulos, Elissaios Sarmas, Gian Marco Revel, Fredy Vélez
Pubblicato in: 2024 15th International Conference on Information, Intelligence, Systems & Applications (IISA), 2024
Editore: IEEE
DOI: 10.1109/IISA62523.2024.10786614

Empowering Built Environment Innovation through Data-Driven Digital Services: A Methodological Framework for Impact Measurement

Autori: Serena Serroni, Nicole Morresi, Vittoria Cipollone, Sara Casaccia, José L. Hernández, Gian Marco Revel
Pubblicato in: 2024 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv), 2024
Editore: IEEE
DOI: 10.1109/METROLIVENV60384.2024.10615344

Data Quality in The Built Environment Across Europe

Autori: José L. Hernández, Susana Martín, Vanja Lonac, Ignacio de Miguel, Alessandro Rossi
Pubblicato in: Computing in Construction, Proceedings of the 2024 European Conference on Computing in Construction, Numero 5, 2024
Editore: European Council for Computing in Construction
DOI: 10.35490/EC3.2024.217

Connection of Dynamic and Static Data: A Data Lake for Building Digitalisation

Autori: José L. Hernández, David Arévalo, Susana Martín, Kyriakos Katsigarakis, Georgios N. Lilis, Dimitrios Rovas, Ignacio De Miguel
Pubblicato in: 2024 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv), 2024
Editore: IEEE
DOI: 10.1109/METROLIVENV60384.2024.10615827

Development of a Methodology to Define Data-Driven and Measurement-Based Services for the Built Environment

Autori: Cipollone, Vittoria and Morresi, Nicole and Serroni, Serena and Casaccia, Sara and Revel, Gian Marco and Costa, Nina and Andersen, Birgitte Holt and Arnone, Diego
Pubblicato in: 2023, ISBN 978-1-6654-5693-7
Editore: IEEE
DOI: 10.1109/MetroLivEnv56897.2023.10163998

A Secure and Trustworthy Framework for Field Device Measurements by Means of Smart Contracts

Autori: Alessandro Rossi, Lorenzo Cristofori, José L. Hernández
Pubblicato in: Lecture Notes in Networks and Systems, Blockchain and Applications, 6th International Congress, 2025
Editore: Springer Nature Switzerland
DOI: 10.1007/978-3-031-81928-5_33

Peer reviewed articles (3)

Enhancing the energy efficiency in district heating networks through digital twins

Autori: José L. Hernández, Ignacio de Miguel, Fredy Vélez, Pablo Marcos, Javier Martín
Pubblicato in: Procedia Computer Science, Numero 246, 2025, ISSN 1877-0509
Editore: Elsevier BV
DOI: 10.1016/J.PROCS.2024.09.277

Applied Soft Computing Journal

Autori: Loukas Ilias, Elissaios Sarmas, Vangelis Marinakis, Dimitris Askounis, Haris Doukas
Pubblicato in: Applied Soft Computing, 2023, ISSN 1568-4946
Editore: Elsevier BV
DOI: 10.1016/j.asoc.2023.110979

A knowledge graph-based framework to automate the generation of building energy models using geometric relation checking and HVAC topology establishment

Autori: Meng Wang, Georgios N. Lilis, Dimitris Mavrokapnidis, Kyriakos Katsigarakis, Ivan Korolija, Dimitrios Rovas
Pubblicato in: Energy and Buildings, Numero 325, 2024, ISSN 0378-7788
Editore: Elsevier BV
DOI: 10.1016/J.ENBUILD.2024.115035