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CORDIS - Forschungsergebnisse der EU
CORDIS

Intelligent and Sustainable Building Management powered by Cross-Sectoral Lifecycle

CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.

Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.

Leistungen

Comprehensive Data Integration and Harmonization Approach for Interoperable Data Sharing (öffnet in neuem Fenster)

Comprehensive Data Integration and Harmonization Approach for Interoperable Data Sharing: The deliverable will focus on creating an interoperable data management system, exploiting standardized data gates and other approaches in order to ensure seamless access across diverse actors and platforms. It will also include integrating linked data within a digital logbook, along with preprocessing actions, thus maintaining data quality for informed decision-making in building management.

KPIs and Impact Evaluation Methodology (öffnet in neuem Fenster)

KPIs and Impact Evaluation Methodology: The deliverable will include the development of the methodology for the evaluation of the DATAWiSE solution. This methodology will incorporate, among others, the definition of performance indicators and quality criteria (based on lifecycle approach, ICT tools and user perspective-obtaining from workshops with stakeholders), in order to ensure DATAWiSE solution’s sustained improvement.

Project coordination and administrative management plan (öffnet in neuem Fenster)

Project coordination and administrative management plan: This deliverable will describe the foreseen actions for the coordination and management of the project

Project Vision & Roadmap (öffnet in neuem Fenster)

Project Vision & Roadmap: This will be a guide document to use as a reference from all partners, to keep track of the goals and ideas and as a source of documents and deliverable

Co-Creation Services, Stakeholder Mapping and Baseline Report Report (öffnet in neuem Fenster)

Co-Creation Services, Stakeholder Mapping and Baseline Report Report: This deliverable will present the co-creation process & the user scenarios. It will report the stakeholder mapping and the stakeholder engagement activities during the user scenarios co-design, derived from the results of Tasks 3.2.

Comprehensive Framework for LD2S toolkit (öffnet in neuem Fenster)

Comprehensive Framework for LD2S toolkit: This deliverable concerns a comprehensive framework for the Asset Management Decision Support Tool.

Data Quality and Privacy Assessment Framework (öffnet in neuem Fenster)

Data Quality and Privacy Assessment Framework: This report will provide for a framework aiming to ensure the quality of data to be used for the objectives of DATAWiSE by considering, also, the applicable privacy regulations in EU.

Standards and Protocols Mapping (öffnet in neuem Fenster)

Standards and Protocols Mapping: The deliverable will include the development of a Data Hub integrating the mapping of diverse data sources, standards and protocols, leveraging specific communication drivers in order to ensure interoperability. The Hub will also integrate data from the buildings’ systems, the buildings’ intelligence tools as well as from energy audits, in order to enable thorough data management, monitoring and control.

Technical Management Plan (öffnet in neuem Fenster)

Technical Management Plan: This deliverable will describe the technical management plan, e.g. management of the software development process, alignment between technical partners and pilots and definition of common technical tools that will be used fron the technical partners.

Protocol for Data Collection and Methods (öffnet in neuem Fenster)

Protocol for Data Collection and Methods: These deliverables will report on the two releases of the suite of different data collection methods to enable the integration of heterogeneous ICT components at building level as part of the results of Tasks 6.1/Task 7.1.

Board of Lighthouse Customers/Relevant Stakeholders (öffnet in neuem Fenster)

Board of Lighthouse Customers/Relevant Stakeholders: This deliverable will describe the process to find and engage stakeholders that will support the project. The plan of activities to be followed by the stakeholders will also be included in the deliverable, e.g. how they will promote the project's activities and how they will contribute to the exploitation of the project's results.

Scalable Big Data Architecture for Efficient Building Data Handling (öffnet in neuem Fenster)

Scalable Big Data Architecture for Efficient Building Data Handling: The deliverable will develop methods to handle large volumes of data from diverse sources. These methods will include, among others, the exploration of techniques like data partitioning, distributed processing, and cloud-based solutions, in order to ensure scalability and effective performance of the big data architecture.

Legal and Ethical Compliance Report (öffnet in neuem Fenster)

Legal & Ethical Compliance report: This report provides for an easily accessible handbook addressed to technical partners focusing on key legal and ethical considerations for DATAWiSE.

IDSA-based data space (öffnet in neuem Fenster)

IDSA-based data space: This deliverable thoroughly studies the IDSA reference architecture, aligning it with project goals for data sovereignty. It includes a set of requirements and the architectural specification of a well-designed data space.

Use Case Scenarios Report (öffnet in neuem Fenster)

Use Case Scenarios Report: based on user requirements and the definition of the services’ implementation completed in T3.2, this deliverable will detail the use case scenarios, analyzing the role of users, their interaction with DATAWiSE services, and the interpretation in terms of expected functional and non-functional user requirements - a complete set of use case scenarios that will be supported by the DATAWiSE solutions which will constitute a baseline for the definition of the pilot case scenarios.

Implementation of Data-Sharing Platform and Compatibility Testing (öffnet in neuem Fenster)

Implementation of Data-Sharing Platform and Compatibility Testing: This deliverable includes the design and the implementation of the Data-Sharing Platform and Compatibility Testing.

Smart Readiness Assessment tool (öffnet in neuem Fenster)

Smart Readiness Assessment tool: These deliverables will report on the two releases of the smart readiness assessment tool as adapted in the context of the DATAWiSE project in the context of the Task 10.5/Task 11.5.

Adaptive Building Risk & Resilience Assessment Module (öffnet in neuem Fenster)

Adaptive Building Risk & Resilience Assessment Module: This deliverable describes the design and the implementation of the Data-Sharing Platform and Compatibility Testing.

Electrical and Thermal Flexibility Module (öffnet in neuem Fenster)

Electrical and Thermal Flexibility Module: This deliverable will provide a description of the characterization of electrical and thermal flexibility assets in the buildings and the dynamic pricing mechanisms for implicit user response. It will also include a set of scheduling and energy use strategies for the optimization of the day-ahead consumption profile.

Circular renovation tool (öffnet in neuem Fenster)

Circular renovation tool: This deliverable will describe the respective tool, which will be used to integrate lifecycle information into BIM objects. The BIM model will be updated during the project with relevant information

Predictive Maintenance tool (öffnet in neuem Fenster)

Predictive Maintenance tool: These deliverables will report on the two releases the predictive maintenance tool, which offers predictive AI algorithms for maintenance decision support in the DATAWiSE context, as a result of tasks T.10.3 and T.11.3

Smart Sustainability & Comfort Balancing Module (öffnet in neuem Fenster)

Smart Sustainability & Comfort Balancing Module: this deliverable includes the delivery of the algorithms essential for constructing the recommender system, namely the Non-Intrusive Load Monitoring (NILM) and the energy production and consumption forecast models.

Lifecycle Data-driven Decision Support (LD2S) toolkit (öffnet in neuem Fenster)

Lifecycle Data-driven Decision Support (LD2S) toolkit: This deliverable concerns the design and the development of the Lifecycle Data-driven Decision Support (LD2S) toolkit.

Integrated Sustainability Performance Management module (öffnet in neuem Fenster)

Integrated Sustainability Performance Management module: This deliverable concerns the framework to support the collection, monitoring, processing, and visualization of relevant data related to environmental, social, and economic indicators.

Data-Driven Building Performance Management (DBPM) Toolkit (öffnet in neuem Fenster)

Data-Driven Building Performance Management (DBPM) Toolkit: This deliverable includes the Design and the Development of the Performance Management (DBPM).

Generation, Demand Forecasting, and Optimization Algorithm (öffnet in neuem Fenster)

Generation, Demand Forecasting, and Optimization Algorithm v2: This deliverable will provide a description of the characterization process for both generation and demand of the buildings, the design of forecasting models, and the established methodology for their evaluation. It will also include the definition of the implemented strategies for harnessing electrical and thermal flexibility. Additionally, it will provide documentation for the REST API, which will be implemented in the subsequent task, 9.3.

BIM-Integrated Digital Twin Module (öffnet in neuem Fenster)

BIM-Integrated Digital Twin Module: It's a XML based framework developed according international Open BIM standards in order to achieve a multimodal module which will allow any kind of geometric or non-geometric, structured, semi-structured or unstructured raw data integration from multiple sources, capturing and specifying processes and information flows during the lifecycle of a facility on machine readable data templates for its management on the final Data-Driven Toolkit.

Veröffentlichungen

Energy Flexibility Optimization in Industry: A Hybrid Approach with Synthetic Data Evaluation (öffnet in neuem Fenster)

Autoren: Miguel A. Castán-Lascorz, Boniface Dominick Mselle, Laureana Luciani Zabaleta, Martin León, Jorge Arroyo
Veröffentlicht in: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025, ISSN 2693-8855
Herausgeber: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106527

A conceptual framework for advanced predictive maintenance and fault detection solutions in building management

Autoren: Ana Mengual-Recuerda, Beatriz Andres,; Manuel Ángel Juárez-Varón, David Juárez-Varón, Luis Fernandez
Veröffentlicht in: ICE Conference 2025, 2025, ISSN 2693-8855
Herausgeber: IEEE Xplore

DATAWiSE: A Scalable Big Data Reference Architecture for Smart Building (öffnet in neuem Fenster)

Autoren: Efstathios Stamatopoulos, Daniela Stoian, Hera Neofytou, Panagiotis Kouloukakis, Aikaterini Sianni, Vangelis Marinakis
Veröffentlicht in: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025, ISSN 2693-8855
Herausgeber: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106585

Modelos Inteligentes de Optimización para el Mantenimiento Predictivo en el Sector Industrial y de la Construcción

Autoren: Mengual-Recuerda, Ana, Andrés, Beatriz, Juárez-Varón, David, Juárez-Varón, Manuel
Veröffentlicht in: XII CONGRESO I+D+i CAMPUS D’ALCOY CREANDO SINERGIAS, 2025
Herausgeber: Compobell, S.L.

Enhancing Occupancy Detection with Explainable AI: Leveraging SHAP and Large Language Models (öffnet in neuem Fenster)

Autoren: Dimitrios Kampelopoulos, Konstantinos Papadopoulos, Athina Tsanousa, Georgios Meditskos, Stefanos Vrochidis, Ioannis Kompatsiaris
Veröffentlicht in: 2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC), 2025, ISSN 2693-8855
Herausgeber: IEEE
DOI: 10.1109/ICE/ITMC65658.2025.11106581

Regularized reconciliation of hierarchical forecasts with application to building electricity demand (öffnet in neuem Fenster)

Autoren: Daniela Stoian, Evangelos Spiliotis, Efstathios Stamatopoulos, Elissaios Sarmas, Vangelis Marinakis
Veröffentlicht in: Energy and Buildings, Ausgabe 351, 2025, ISSN 0378-7788
Herausgeber: Elsevier BV
DOI: 10.1016/J.ENBUILD.2025.116711

A review of LLMs and their applications in the architecture, engineering and construction industry (öffnet in neuem Fenster)

Autoren: Dimitrios Kampelopoulos, Athina Tsanousa, Stefanos Vrochidis, Ioannis Kompatsiaris
Veröffentlicht in: Artificial Intelligence Review, Ausgabe 58, 2025, ISSN 1573-7462
Herausgeber: Springer Science and Business Media LLC
DOI: 10.1007/S10462-025-11241-7

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