Intelligent and Sustainable Building Management powered by Cross-Sectoral Lifecycle

Climate, Energy & MobilityHORIZON-IAID: 101147855
EC Contribution
€49,911
Consortium Size
16 orgs
Start Year
2024
Summary

DATAWiSE will develop and test building and building portfolio management tools, leveraging cross-sectoral lifecycle data on the basis of an open, secure, interoperable, and scalable framework. Utilizing cutting-edge artificial intelligence and advanced analytics, the methodology will integrate data from a variety of sources to provide a holistic understanding of building operations. DATAWiSE will design and implement a scalable data architecture that ensures data quality, privacy, interoperability, and sharing, and a Data Sharing Platform that will not only ensure interoperability and scalability but will also prioritize data sovereignty to secure data handling and preserve ownership control. DATAWiSE will develop: i) a Data-driven Building Performance Management (DBPM) toolkit which will harness Building Information Modeling (BIM) data in conjunction with advanced data mining techniques through a digital twin. ii) An AI-enhanced Lifecycle Data-driven Decision Support (LD2S) toolkit. This will serve as a versatile solution for well-informed decision-making across planning, renovation, and sustainability domains. Through these tools, the project will offer a suite of added-value services aimed at optimizing building management in various aspects: Electrical and Thermal Flexibility Management; AI-Powered Energy Forecasting and Optimization; Smart Sustainability & Comfort Balancing for Building Occupants; Adaptive Building Risk & Resilience Assessment; Circular Lifecycle Assessment; Predictive Maintenance; Integrated Sustainability Performance Management; Smart Readiness Assessment. Besides technological innovation, the project also incorporates a supportive market and policy framework designed to offer evidence-based pathways for widespread adoption and commercialization.

Consortium (16)

Project Results (37)

Source: CORDIS, the EU research results database.

Publications (7)
A conceptual framework for advanced predictive maintenance and fault detection solutions in building management
ICE Conference 2025· 2025
Ana Mengual-Recuerda, Beatriz Andres,; Manuel Ángel Juárez-Varón, David Juárez-Varón, Luis Fernandez
A review of LLMs and their applications in the architecture, engineering and construction industry
Artificial Intelligence Review· 2025DOI
Dimitrios Kampelopoulos, Athina Tsanousa, Stefanos Vrochidis, Ioannis Kompatsiaris
DATAWiSE: A Scalable Big Data Reference Architecture for Smart Building
2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC)· 2025DOI
Efstathios Stamatopoulos, Daniela Stoian, Hera Neofytou, Panagiotis Kouloukakis, Aikaterini Sianni, Vangelis Marinakis
Energy Flexibility Optimization in Industry: A Hybrid Approach with Synthetic Data Evaluation
2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC)· 2025DOI
Miguel A. Castán-Lascorz, Boniface Dominick Mselle, Laureana Luciani Zabaleta, Martin León, Jorge Arroyo
Enhancing Occupancy Detection with Explainable AI: Leveraging SHAP and Large Language Models
2025 IEEE International Conference on Engineering, Technology, and Innovation (ICE/ITMC)· 2025DOI
Dimitrios Kampelopoulos, Konstantinos Papadopoulos, Athina Tsanousa, Georgios Meditskos, Stefanos Vrochidis, Ioannis Kompatsiaris
Modelos Inteligentes de Optimización para el Mantenimiento Predictivo en el Sector Industrial y de la Construcción
XII CONGRESO I+D+i CAMPUS D’ALCOY CREANDO SINERGIAS· 2025
Mengual-Recuerda, Ana, Andrés, Beatriz, Juárez-Varón, David, Juárez-Varón, Manuel
Regularized reconciliation of hierarchical forecasts with application to building electricity demand
Energy and Buildings· 2025DOI
Daniela Stoian, Evangelos Spiliotis, Efstathios Stamatopoulos, Elissaios Sarmas, Vangelis Marinakis
Deliverables (30)
Demonstrators, pilots, prototypes
Demonstrators, pilots, prototypes
Data Management Plan
Demonstrators, pilots, prototypes
Documents, reports
Demonstrators, pilots, prototypes
Documents, reports
Demonstrators, pilots, prototypes
Demonstrators, pilots, prototypes
Documents, reports
Documents, reports