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To achieve this, intervention in buildings is crucial, as they serve as significant energy consumers and greenhouse gas emitters. This intervention encompasses two essential pathways: renovation and digitalisation. The combination of these two aspects gives rise to elements such as the Digital Building Logbook (DBL), a digital data repository expected to enhance the pace and quality of renovation efforts. This paper introduces, for the first time, a European DBL data model with a specific focus on building renovation purposes\u2014the DBrL. It outlines its initial requirements, constituent entities, relationships, and attributes. While acknowledging the need to address issues related to data protection, integration with existing data sources, and connections with Building Information Modelling (BIM) and Geographic Information System (GIS) in subsequent design phases, the study\u2019s outcome represents a significant stride in defining this tool.<\/jats:p>","DOI":"10.3390\/app14198903","type":"journal-article","created":{"date-parts":[[2024,10,2]],"date-time":"2024-10-02T11:29:24Z","timestamp":1727868564000},"page":"8903","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Envisaging a European Digital Building Renovation Logbook: Proposal of a Data Model"],"prefix":"10.3390","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6154-4747","authenticated-orcid":false,"given":"Marta","family":"G\u00f3mez-Gil","sequence":"first","affiliation":[{"name":"Built4Life Lab, I3A-University of Zaragoza, 50018 Zaragoza, Spain"}]},{"given":"Sara","family":"Karami","sequence":"additional","affiliation":[{"name":"Department of Informatics Engineering, Faculty of Science & Technology, University of Coimbra, 3030-290 Coimbra, Portugal"},{"name":"INESCC-Institute for Systems Engineering & Computers at Coimbra, 3030-790 Coimbra, Portugal"},{"name":"Department of Informatics Engineering, CISUC-Centre of Informatics & Systems of the University of Coimbra, 3030-290 Coimbra, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2532-2466","authenticated-orcid":false,"given":"Jos\u00e9-Paulo","family":"de Almeida","sequence":"additional","affiliation":[{"name":"INESCC-Institute for Systems Engineering & Computers at Coimbra, 3030-790 Coimbra, Portugal"},{"name":"Department of Mathematics, Faculty of Sciences & Technology, University of Coimbra, 3000-143 Coimbra, Portugal"}]},{"given":"Alberto","family":"Cardoso","sequence":"additional","affiliation":[{"name":"Department of Informatics Engineering, Faculty of Science & Technology, University of Coimbra, 3030-290 Coimbra, Portugal"},{"name":"INESCC-Institute for Systems Engineering & Computers at Coimbra, 3030-790 Coimbra, Portugal"},{"name":"Department of Informatics Engineering, CISUC-Centre of Informatics & Systems of the University of Coimbra, 3030-290 Coimbra, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3937-454X","authenticated-orcid":false,"given":"Almudena","family":"Espinosa-Fern\u00e1ndez","sequence":"additional","affiliation":[{"name":"Built4Life Lab, I3A-University of Zaragoza, 50018 Zaragoza, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1458-7685","authenticated-orcid":false,"given":"Belinda","family":"L\u00f3pez-Mesa","sequence":"additional","affiliation":[{"name":"Built4Life Lab, I3A-University of Zaragoza, 50018 Zaragoza, Spain"}]}],"member":"1968","published-online":{"date-parts":[[2024,10,2]]},"reference":[{"key":"ref_1","unstructured":"European Parliament and Council (Official Journal of the European Union, 2024). Directive (EU) 2024\/1275 on the energy performance of buildings (recast), Official Journal of the European Union, L1275."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"110322","DOI":"10.1016\/j.enbuild.2020.110322","article-title":"Review of 50 years of EU energy efficiency policies for buildings","volume":"225","author":"Economidou","year":"2020","journal-title":"Energy Build."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"290","DOI":"10.1016\/j.enbenv.2020.08.002","article-title":"Drivers and barriers to energy-efficient technologies (EETs) in EU residential buildings","volume":"2","author":"Camarasa","year":"2021","journal-title":"Energy Built Environ."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"103517","DOI":"10.1016\/j.autcon.2020.103517","article-title":"Roles of artificial intelligence in construction engineering and management: A critical review and future trends","volume":"122","author":"Pan","year":"2021","journal-title":"Autom. Constr."},{"key":"ref_5","first-page":"200110","article-title":"Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations","volume":"15","author":"Gruis","year":"2022","journal-title":"RCR Adv."},{"key":"ref_6","doi-asserted-by":"crossref","unstructured":"L\u00f3pez-Mesa, B., and Oregi, X. (2024). New Approaches to Generate Data to Measure the Progress of Decarbonization of the Building Stock in Europe and Spain. Assessing Progress in Decarbonizing Spain\u2019s Building Stock, Springer. Digital Innovations in Architecture, Engineering and Construction.","DOI":"10.1007\/978-3-031-51829-4"},{"key":"ref_7","unstructured":"State Head Office of Spain (2024, March 06). Ley 38\/1999, of 5 November, on the Regulation of Building Construction. \u201cBOE\u201d No. 266, 6 November 1999. BOE-A-1999-21567. Available online: https:\/\/www.boe.es\/eli\/es\/l\/1999\/11\/05\/38\/con."},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"195","DOI":"10.1016\/j.enbuild.2018.05.027","article-title":"A review on Building Renovation Passport: Potentialities and barriers on current initiatives","volume":"173","author":"Sesana","year":"2018","journal-title":"Energy Build."},{"key":"ref_9","unstructured":"Fabbri, M., De Groote, M., and Rapf, O. (2024, June 11). Building Renovation Passports: Customised Roadmaps towards Deep Renovation and Better Homes. Available online: https:\/\/bpie.eu\/wp-content\/uploads\/2017\/01\/Building-Passport-Report_2nd-edition.pdf."},{"key":"ref_10","doi-asserted-by":"crossref","unstructured":"Sesana, M.M., Rivallain, M., and Salvalai, G. (2020). Overview of the Available Knowledge for the Data Model Definition of a Building Renovation Passport for Non-Residential Buildings: The ALDREN Project Experience. Sustainability, 12.","DOI":"10.3390\/su12020642"},{"key":"ref_11","unstructured":"(2024, March 18). iBRoad Project. Available online: https:\/\/ibroad-project.eu\/."},{"key":"ref_12","unstructured":"(2024, March 18). ALDREN Project. Available online: https:\/\/aldren.eu\/."},{"key":"ref_13","unstructured":"(2024, March 18). X-tendo Project. Available online: https:\/\/x-tendo.eu\/."},{"key":"ref_14","unstructured":"European Commission, Executive Agency for Small and Medium-sized Enterprises, Volt, J., Toth, Z., Glicker, J., De Groote, M., Borrag\u00e1n, G., De Regel, S., Dourlens-Quaranta, S., and Carbonari, G. (2020). Definition of the Digital Building Logbook. Report 1 of the Study on the Development of a European Union Framework for Buildings\u2019 Digital Logbook, Publications Office 2020, European Commission."},{"key":"ref_15","unstructured":"European Commission, Executive Agency for Small and Medium-sized Enterprises, Carbonari, G., Ricci, M., Dourlens-Quaranta, S., Calderoni, M., Loureiro, T., Sterling, R., Glicker, J., and Toth, Z. (2020). Building Logbook State of Play. Report 2 of the Study on the Development of a European Union Framework for Buildings\u2019 Digital Logbook, Publications Office 2020, European Commission."},{"key":"ref_16","unstructured":"European Commission, Executive Agency for Small and Medium-sized Enterprises, Dourlens-Quaranta, S., Carbonari, G., De Groote, M., Borrag\u00e1n, G., De Regel, S., Toth, Z., Volt, J., and Glicker, J. (2021). Study on the Development of a European Union Framework for Digital Building Logbooks. Final Report, Publications Office 2021, European Commission."},{"key":"ref_17","unstructured":"DBL Study Team: Ecorys, TNO, Arcadis, Contecht (2024, March 18). Technical Guidelines for Digital Building Logbooks. Guidelines to the Member States on Setting Up and Operationalising Digital Building Logbooks under a Common EU Framework. Available online: https:\/\/www.ecorys.com\/app\/uploads\/2019\/02\/DBL-Technical-Guidelines-for-DBLs.pdf."},{"key":"ref_18","doi-asserted-by":"crossref","unstructured":"G\u00f3mez-Gil, M., Espinosa-Fern\u00e1ndez, A., and L\u00f3pez-Mesa, B. (2022). Review and Analysis of Models for a European Digital Building Logbook. Energies, 15.","DOI":"10.3390\/en15061994"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"e19285","DOI":"10.1016\/j.heliyon.2023.e19285","article-title":"Towards the definition of a European Digital Building Logbook: A survey","volume":"9","author":"Alonso","year":"2023","journal-title":"Heliyon"},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"107393","DOI":"10.1016\/j.eiar.2023.107393","article-title":"A new functionality for the Digital Building Logbook: Assessing the progress of decarbonisation of national building sectors","volume":"105","year":"2024","journal-title":"Environ. Impact Assess. Rev."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"105461","DOI":"10.1016\/j.jobe.2022.105461","article-title":"The Digital Building Logbook as a gateway linked to existing national data sources: The cases of Spain and Italy","volume":"63","author":"Sesana","year":"2023","journal-title":"J. Build. Eng."},{"key":"ref_22","doi-asserted-by":"crossref","unstructured":"G\u00f3mez-Gil, M., Espinosa-Fern\u00e1ndez, A., and L\u00f3pez-Mesa, B. (2022). Contribution of New Digital Technologies to the Digital Building Logbook. Buildings, 12.","DOI":"10.3390\/buildings12122129"},{"key":"ref_23","doi-asserted-by":"crossref","unstructured":"Malinovec Pu\u010dek, M., Khoja, A., Bazzan, E., and Gyuris, P. (2023). A Data Structure for Digital Building Logbooks: Achieving Energy Efficiency, Sustainability, and Smartness in Buildings across the EU. Buildings, 13.","DOI":"10.3390\/buildings13041082"},{"key":"ref_24","doi-asserted-by":"crossref","unstructured":"Signorini, M., Moretti, N., Merino, J., Daniotti, B., and Parlikad, A. (2023, January 25\u201326). Digital-twin based data modelling for digital building Logbook implementation. Proceedings of the Low-Cost Digital Solutions for Industrial Automation (LoDiSA 2023), Cambridge, UK.","DOI":"10.1049\/icp.2023.1744"},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1016\/S0166-3615(01)00145-2","article-title":"A conceptual model for remote data acquisition systems","volume":"47","author":"Nieva","year":"2002","journal-title":"Comput. Ind."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"457","DOI":"10.1007\/s00766-022-00393-5","article-title":"Explainable software systems: From requirements analysis to system evaluation","volume":"27","author":"Chazette","year":"2022","journal-title":"Requir Eng."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"175","DOI":"10.1016\/S0360-1323(98)00005-5","article-title":"Shared conceptual model for the building envelope design process","volume":"34","author":"Rivard","year":"1998","journal-title":"Build Environ."},{"key":"ref_28","unstructured":"Hoberman, S. (2009). Data Modeling Made Simple: A Practical Guide for Business and IT Professionals, Technics Publications. [2nd ed.]."},{"key":"ref_29","doi-asserted-by":"crossref","unstructured":"Sherman, R. (2015). Business Intelligence Guidebook: From Data Integration to Analytics, Elsevier.","DOI":"10.1016\/B978-0-12-411461-6.00013-7"},{"key":"ref_30","doi-asserted-by":"crossref","unstructured":"Witt, G. (2012). Chapter 3\u2014A brief history of rules. Writing Effective Business Rules, Elsevier.","DOI":"10.1016\/B978-0-12-385051-5.00003-3"},{"key":"ref_31","unstructured":"INSPIRE Maintenance and Implementation Group (MIG) (2024, February 01). D2.8.III.2 INSPIRE Data Specification on Buildings\u2014Technical Guidelines. Available online: https:\/\/knowledge-base.inspire.ec.europa.eu\/publications\/inspire-data-specification-buildings-technical-guidelines_en."},{"key":"ref_32","unstructured":"European Commission Joint Research Centre (2024, February 01). D2.8.I.5 Data Specification on Addresses\u2014Technical Guidelines. Available online: https:\/\/knowledge-base.inspire.ec.europa.eu\/publications\/inspire-data-specification-addresses-technical-guidelines_en."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1016\/j.scs.2017.12.024","article-title":"Buildings performance indicators to prioritise multi-family housing renovations","volume":"38","year":"2018","journal-title":"Sustain. Cities Soc."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"2105","DOI":"10.1007\/s10901-023-10025-1","article-title":"Collective renovation decisions in multi-owned housing management: The case of public\u2013private homeowners associations in Poland","volume":"38","year":"2023","journal-title":"J. Hous. Built. Environ."},{"key":"ref_35","doi-asserted-by":"crossref","unstructured":"K\u00fchn, L., Fuchs, N., Braun, L., Maier, L., and M\u00fcller, D. (2024). Landlord\u2013Tenant Dilemma: How Does the Conflict Affect the Design of Building Energy Systems?. Energies, 17.","DOI":"10.3390\/en17030686"},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"145","DOI":"10.47982\/jfde.2023.2.A3","article-title":"Comparative cost analysis of traditional and industrialised deep retrofit scenarios for a residential building","volume":"11","author":"Gubert","year":"2023","journal-title":"J. Facade Des. Eng."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"109427","DOI":"10.1016\/j.enbuild.2019.109427","article-title":"Database of energy, environmental and economic indicators of renovation packages for European residential buildings","volume":"203","author":"Dipasqualea","year":"2019","journal-title":"Energy Build."},{"key":"ref_38","doi-asserted-by":"crossref","unstructured":"Khadra, A., Akander, J., and Are Myhren, J. (2024). Greenhouse Gas Payback Time of Different HVAC Systems in the Renovation of Nordic District-Heated Multifamily Buildings Considering Future Energy Production Scenarios. Buildings, 14.","DOI":"10.3390\/buildings14020413"},{"key":"ref_39","doi-asserted-by":"crossref","unstructured":"Pompei, L., Nardecchia, F., Viglianese, G., Rosa, F., and Piras, G. (2023). Towards the Renovation of Energy-Intensive Building: The Impact of Lighting and Free-Cooling Retrofitting Strategies in a Shopping Mall. Buildings, 13.","DOI":"10.3390\/buildings13061409"},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"1503","DOI":"10.1016\/j.egyr.2024.01.017","article-title":"Assessing strategies for retrofitting cooling systems in historical buildings","volume":"11","author":"Etemad","year":"2024","journal-title":"Energy Rep."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"103921","DOI":"10.1016\/j.scs.2022.103921","article-title":"Smart readiness indicator evaluation and cost estimation of smart retrofitting scenarios\u2014A comparative case-study in European residential buildings","volume":"82","author":"Apostolopoulos","year":"2022","journal-title":"Sustain. Cities Soc."},{"key":"ref_42","doi-asserted-by":"crossref","unstructured":"Chatzikonstantinidis, K., Giama, E., Fokaides, P.A., and Papadopoulos, A.M. (2024). Smart Readiness Indicator (SRI) as a Decision-Making Tool for Low Carbon Buildings. Energies, 17.","DOI":"10.3390\/en17061406"},{"key":"ref_43","doi-asserted-by":"crossref","unstructured":"L\u00f3pez-Mesa, B., and Oregi, X. (2024). Indicators and Data in Spain for an Overview of Deep Renovation of Buildings. Assessing Progress in Decarbonizing Spain\u2019s Building Stock, Springer. Digital Innovations in Architecture, Engineering and Construction.","DOI":"10.1007\/978-3-031-51829-4"},{"key":"ref_44","unstructured":"L\u00f3pez-Mesa, B., and Oregi, X. (2024). Indicators and Data in Spain Regarding Policies and Measures for the Mobilization of Investments into the Renovation of Buildings. Assessing Progress in Decarbonizing Spain\u2019s Building Stock, Springer. Digital Innovations in Architecture, Engineering and Construction."},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"110914","DOI":"10.1016\/j.buildenv.2023.110914","article-title":"At the roots of the energy performance gap: Analysis of monitored indoor air before and after building retrofits","volume":"246","author":"Vivian","year":"2023","journal-title":"Build. Environ."},{"key":"ref_46","unstructured":"Coronel, C., and Morris, S. (2016). Database Systems: Design, Implementation, & Management, Cengage Learning. [13th ed.]."},{"key":"ref_47","unstructured":"G\u00f3mez-Gil, M., Espinosa Fernandez, A., and L\u00f3pez Mesa, B. (2024). Proposal of Attributes for the Data Model of a European Digital Building Renovation Logbook. Zenodo."},{"key":"ref_48","unstructured":"Liborio, P., Fragoso, R., Sousa Monteiro, C., Fernandes, J., Silva, E., and Vande Casteele, T. (2024, January 11). The Logbook Data Quest. Setting Up Indicators and Other Requirements for a Renovation Passport. Available online: https:\/\/ibroad-project.eu\/news\/the-logbook-data-quest\/."},{"key":"ref_49","unstructured":"Salvalai, G., Sesana, M.M., and Ligier, S. (2024, January 11). D2.6\u2014ALDREN Methodology Note on Rendering of the Collected Data and Results in a Building. Available online: https:\/\/aldren.eu\/wp-content\/uploads\/2020\/12\/D2_6.pdf."},{"key":"ref_50","unstructured":"Toth, Z., Maia, I., Rosa, N., and Volt, J. (2024, January 11). Technical Specifications of Energy Performance Certificates Data Handling: Understanding the Value of Data. Available online: https:\/\/x-tendo.eu\/wp-content\/uploads\/2020\/11\/X-tendo_D4.2_final-1.pdf."},{"key":"ref_51","doi-asserted-by":"crossref","first-page":"e25473","DOI":"10.1016\/j.heliyon.2024.e25473","article-title":"A new approach for national-scale Building Energy Models based on Energy Performance Certificates in European countries: The case of Spain","volume":"10","year":"2024","journal-title":"Heliyon"},{"key":"ref_52","unstructured":"Ministry of Transport, Mobility and the Urban Agenda of Spain (2024, February 21). 2020 Update of the Long-Term Strategy for Energy Renovation in the Building Sector in Spain (ERESEE), Available online: https:\/\/cdn.mitma.gob.es\/portal-web-drupal\/planes_estartegicos\/en_ltserb.pdf."}],"container-title":["Applied Sciences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/2076-3417\/14\/19\/8903\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T16:09:35Z","timestamp":1760112575000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/2076-3417\/14\/19\/8903"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,2]]},"references-count":52,"journal-issue":{"issue":"19","published-online":{"date-parts":[[2024,10]]}},"alternative-id":["app14198903"],"URL":"https:\/\/doi.org\/10.3390\/app14198903","relation":{},"ISSN":["2076-3417"],"issn-type":[{"value":"2076-3417","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,10,2]]}}}