CARTIF Projects
MATRYCS
Buildings Data exchange, management and real-time processing
Description
The overall vision and main objectives of MATRYCS is to define and deploy a Reference Architecture for Buildings Data exchange, management and real-time processing, and to translate this reference architecture into an Open, Cloud-based Data Analytics Toolbox (MATRYCS Modular Toolbox). It will enable AI-based cross-sector analytics for smart energy-efficient buildings, based on seamless data-information-knowledge exchange under respective sovereignty and regulatory principles.
Overall, the technical solution follows the MATRYCS Reference Architecture and it consists of three main pillars:
i) MATRYCS-GOVERNANCE encompassing modules related to data collection, semantic annotation and distributed storage
ii) MATRYCS-PROCESSING including ML and Dl models
iii) MATRYCS-ANALYTICS providing a set of analytics tools as a service
These three pillar will be validated in a series of 11 large scale pilots, focusing on digital building twins, improved buidings operation, building infrastructure design, EU/national policy assessment and energy efficiency investments. Additionally, a BDA Alliance will be set up as a vibrnat data-driven ecosystem for attracting new data hubs and SME service providers, enabling thus EU-wide take-up and replication.
Objectives
- To develop a semantic and business interoperability framework for cross domain analytics applications, cross-context learning and datasets spanning entire buildings value chains.
- To deliver a TRL 7 data governance technology enabler which will facilitate seamless cross-stakeholder data sharing, trusted data exchange and handling, allowing full data sovereignty and control.
- To adapt, evolve, upscale and deploy TRL7 technology enabler for a set of trained, high-quality ML and DL models by exploiting existing dataset formats across Europe.
- To upscale and deploy the MATRYCS open, cloud-based data analytics toolbox along different deployment modes (IaaS, SaaS, PaaS).
- To demonstrate the applicability, effectiveness and value of MATRYCS solutions through real-life applications.
- To lay the foundation of pan European Smart buildings trusted and certificable data vibrant ecosystem, boosting EU-scale data economy and valorisation and impact on standarisation.
Actions
- To deliver an open reference architecture for Smart energy efficient buildings.
- To upscale a number of TRL5-6 technology enablers (big data pipeline orchestration, IoT/Edge AI federated learning and visual analytics)
- To deliver a TRL8 open modular big data clud analytic toolbox.
- To validate such framework of analytic services in 11 large scale pilots with different stakeholders, focusing on energy performance, design, funding and policy implementation and assessment.
- To set up the Big Data Alliance as a vibrant data-driven ecosystem for attracting new data hubs and SME service providers, enabling thus EU-wise take-up and replication.
Expected Results
- MATRYCS data governance (Gobierno de datos de MATRYCS)
- MATRYCS processing (Procesamiento MATRYCS)
- MATRYCS analytics (Analíticas de MATRYCS)
- Tecnologías/subcomponentes individuales de MATRYCS (p. ej., semántica, aprendizaje automático, conectores de cadena de bloques/API, etc.).
- Integración y homogeneización de datos para el contexto del sector energético
- Buenas prácticas – aplicaciones – servicios
- La plataforma MATRYCS en su conjunto
Partners
Video
H2020
H2020-LC-SC3-B4E-6-2020-Big data for buildings
Total Budget: 4,577,835€
CARTIF Budget: 493,250€
Duration: 01/10/2020 – 30/09/2023
Responsible
Gema Hernández Moral
Division de Energias
Networking
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