Data-driven Residential Energy Carrier-agnostic Demand Response Tools and Multi-value Services

Información del proyecto

DEDALUS

Identificador del acuerdo de subvención: 101103998

DOI

10.3030/101103998

Proyecto cerrado

Fecha de la firma de la CE 26 Abril 2023

Fecha de inicio 1 Mayo 2023

Fecha de finalización 30 Abril 2026

Financiado con arreglo a

• Climate, Energy and Mobility

Coste total

€ 7 359 075,00

Aportación de la UE

€ 5 999 801,25

Coordinado por

ENGINEERING - INGEGNERIA INFORMATICA SPA
Italy

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Other (3)

DEDALUS technological enablers for multi-value and energy carrier-agnostic residential DR (1st technology release)

The deliverable will report about the first release of the DEDALUS technological enablers for multi-value and energy carrier-agnostic residential DR, including standardised architectural concepts, protocols and data models, flexibility modelling and privacy-preserving DR prediction to support DR aggregation for residential buildings and corresponding to the first technical release MS4.Success criteria: Availability of first version of the technological enablers. (T3.1, T3.2, T3.3, T3.4, T3.5, T3.6)

‘First wave’ of DEDALUS Digital Twins and data-driven services for residential DR

The deliverable will report about the first release of the DEDALUS Digital Twins and data-driven services for residential DR, corresponding to the first technical release MS4.Success criteria: Availability of first version of the Digital Twins and the data-driven services. (T4.1, T4.2, T4.3, T4.4, T4.5)

DEDALUS Communication Kit

This document will summarise the Communication material including social media channels, project leaflet, posterand presentation video, as well as the project website to support the project dissemination.Success Criteria: The availability of the DEDALUS website, as well as the accompanying document describing the website structure and summarising communication material. (T7.2)

Publicaciones

Peer reviewed articles (20)

Demand response optimization for smart grid integrated buildings: Review of technology enablers landscape and innovation challenges

Autores: Liana Toderean, Tudor Cioara, Ionut Anghel, Elissaios Sarmas, Vasilis Michalakopoulos, Vangelis Marinakis
Publicado en: Energy and Buildings, Edición 326, 2024, ISSN 1872-6178
Editor: Elsevier BV
DOI: 10.1016/j.enbuild.2024.115067

Electric vehicles coordination for grid balancing using multi-objective Harris Hawks Optimization

Autores: Cristina Bianca Pop; Tudor Cioara; Viorica R. Chifu; Ionut Anghel; Francesco Bellesini
Publicado en: Energy Reports, 2024, ISSN 2352-4847
Editor: Elsevier
DOI: 10.2139/SSRN.4712072

Review of Blockchain Tokens Creation and Valuation

Autores: Oana Marin; Tudor Cioara; Liana Toderean; Dan Mitrea; Ionut Anghel
Publicado en: Future Internet, Vol 15, Iss 12, p 382 (2023), 2023, ISSN 1999-5903
Editor: MDPI
DOI: 10.3390/fi15120382

A data-driven framework for estimating residential energy flexibility for aggregated demand-side management

Autores: Ioannis Papias, Vasilis Michalakopoulos, Elissaios Sarmas, Vangelis Marinakis, Gabriel Antonesi, Tudor Cioara, Ionut Anghel
Publicado en: Sustainable Energy, Grids and Networks, Edición 43, 2025, ISSN 2352-4677
Editor: Elsevier BV
DOI: 10.1016/J.SEGAN.2025.101783

Applied Energy

Autores: Gabriel Antonesi; Tudor Cioara; Ionut Anghel; Vasilis Michalakopoulos; Elissaios Sarmas; Liana Toderean
Publicado en: Applied Energy, 2025, ISSN 0306-2619
Editor: Pergamon Press Ltd.
DOI: 10.1016/J.APENERGY.2025.126670

Evolutionary game for incentivizing social cooperation of prosumers in transactive energy communities

Autores: Dan Mitrea, Tudor Cioara, Ionut Anghel, Liana Toderean
Publicado en: Energy and Buildings, Edición 327, 2024, ISSN 0378-7788
Editor: Elsevier BV
DOI: 10.1016/j.enbuild.2024.115057

A Machine Learning Pipeline to Forecast the Electricity and Heat Consumption in a City District

Autores: Gabriel Antonesi; Tudor Cioara; Liana Toderean; Ionut Anghel; Chaim De Mulder
Publicado en: Buildings, Vol 13, Iss 6, p 1407 (2023), 2023, ISSN 2075-5309
Editor: MDPI
DOI: 10.3390/buildings13061407

FedWOA: A Federated Learning Model that uses the Whale Optimization Algorithm for Renewable Energy Prediction

Autores: Viorica R. Chifu; Tudor Cioara; Cristian Anitiei; Cristina Pop 0001; Ionut Anghel
Publicado en: Computers and Electrical Engineering, Edición 123, 2025, ISSN 1879-0755
Editor: Elsevier
DOI: 10.1016/J.COMPELECENG.2025.110259

Meta-heuristic federated learning aggregation methods for load forecasting

Autores: Efstathios Sarantinopoulos, Vasilis Michalakopoulos, Elissaios Sarmas, Vangelis Marinakis, Liana Toderean, Tudor Cioara
Publicado en: Energy and AI, Edición 22, 2025, ISSN 2666-5468
Editor: Elsevier BV
DOI: 10.1016/J.EGYAI.2025.100594

Sensors

Autores: Dan Mitrea; Tudor Cioara; Ionut Anghel
Publicado en: Sensors, 2023, ISSN 1424-8220
Editor: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/S23104640

Social Factors in P2P Energy Trading Using Hedonic Games

Autores: Dan Mitrea, Viorica Chifu, Tudor Cioara, Ionut Anghel, Cristina Pop
Publicado en: Arxiv, 2023, ISSN 2331-8422
Editor: Arxiv
DOI: 10.48550/arXiv.2309.01418

Whale Optimization-Based Clustering for Buildings’ Energy Consumption Profiles

Autores: Viorica Rozina Chifu; Tudor Cioara; Ionela Danci; Cristina Bianca Pop; Ionut Anghel
Publicado en: Energy Reports, 2025, ISSN 2352-4847
Editor: Elsevier
DOI: 10.1016/J.EGYR.2025.07.034

IEEE Access

Autores: Liana Toderean; Viorica Rozina Chifu; Tudor Cioara; Ionut Anghel; Cristina Bianca Pop
Publicado en: IEEE Access, 2023, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/ACCESS.2023.3296258

Demand response optimization for smart grid integrated buildings: Review of technology enablers landscape and innovation challenges

Autores: Toderean, Liana; Cioara, Tudor; Anghel, Ionut; Sarmas, Elissaios; Michalakopoulos, Vasilis; Marinakis, Vangelis
Publicado en: Energy and Buildings, 2025, ISSN 1872-6178
Editor: Elsevier
DOI: 10.1016/J.ENBUILD.2024.115067

Hybrid transformer model with liquid neural networks and learnable encodings for buildings’ energy forecasting

Autores: Gabriel Antonesi, Tudor Cioara, Ionut Anghel, Ioannis Papias, Vasilis Michalakopoulos, Elissaios Sarmas
Publicado en: Energy and AI, Edición 20, 2025, ISSN 2666-5468
Editor: Elsevier BV
DOI: 10.1016/J.EGYAI.2025.100489

Blockchain Solution for Buildings’ Multi-Energy Flexibility Trading Using Multi-Token Standards

Autores: Oana Marin, Tudor Cioara, Ionut Anghel
Publicado en: Future Internet, Edición 15, 2023, ISSN 1999-5903
Editor: MDPI AG
DOI: 10.3390/fi15050177

IEEE Access

Autores: Dan Mitrea; Viorica Rozina Chifu; Tudor Cioara; Ionut Anghel; Cristina Bianca Pop
Publicado en: IEEE Access, 2024, ISSN 2169-3536
Editor: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.48550/ARXIV.2309.01418

Evolutionary game for incentivizing social cooperation of prosumers in transactive energy communities

Autores: Mitrea, Dan; Cioara, Tudor; Anghel, Ionut; Toderean, Liana
Publicado en: Energy and Buildings, 2024, ISSN 1872-6178
Editor: Elsevier
DOI: 10.2139/SSRN.4920732

Scientific Reports

Autores: Toderean, Liana; Daian, Mihai; Cioara, Tudor; Anghel, Ionut; Michalakopoulos, Vasilis; Sarantinopoulos, Efstathios; Sarmas, Elissaios
Publicado en: Scientific Reports, 2025, ISSN 2045-2322
Editor: Nature Publishing Group
DOI: 10.1038/S41598-025-96443-3

Blockchain Solution for Buildings’ Multi-Energy Flexibility Trading Using Multi-Token Standards

Autores: Oana Marin; Tudor Cioara; Ionut Anghel
Publicado en: Future Internet, 2023, ISSN 1999-5903
Editor: MDPI
DOI: 10.3390/FI15050177

Conference proceedings (5)

An Energy Consumption Forecasting Tool for Buildings Based on Multivariate Deep Neural Network Model

Autores: Gabriel Antonesi, Tudor Cioara, Ionut Anghel, Ioan Salomie, Massimo Bertoncini
Publicado en: 2024 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv), 2024
Editor: IEEE
DOI: 10.1109/METROLIVENV60384.2024.10615728

Matching Mechanisms for Buildings Energy Flexibility Orders in P2P Local Markets

Autores: Dan Mitrea, Liana Toderean, Tudor Cioara, Viorica Chifu, Ioan Salomie, Ionut Anghel, Massimo Bertoncini, Vincenzo Croce
Publicado en: 2023 14th International Conference on Information, Intelligence, Systems & Applications (IISA), 2023
Editor: IEEE
DOI: 10.1109/IISA59645.2023.10345897

Methodological Approach for Optimizing Demand Response in Building Energy Management through AI-Enhanced Comfort-Based Flexibility Models

Autores: Riccardo Naccarelli, Serena Serroni, Sara Casaccia, Gian Marco Revel, Susana Gutiérrez, Diego Arnone
Publicado en: 2024 9th International Conference on Smart and Sustainable Technologies (SpliTech), 2024
Editor: IEEE
DOI: 10.23919/SpliTech61897.2024.10612382

Quantum Enhanced Energy Blockchain for Peer-to-Peer Trading

Autores: Liana Toderean, Mihai Petre Daian, Tudor Cioara, Alin Suciu, Ionut Anghel, Vasilis Michalakopoulos, Elissaios Sarmas
Publicado en: 2025 16th International Conference on Information, Intelligence, Systems & Applications (IISA), 2025
Editor: IEEE
DOI: 10.1109/IISA66859.2025.11311303

Optimizing Appliances Usage for Apartment Buildings Participation in Demand Response Programs

Autores: Cristina Bianca Pop, Zoltan Varga, Viorica Chifu, Tudor Cioara, Ionut Anghel
Publicado en: 2025 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv), 2025
Editor: IEEE
DOI: 10.1109/METROLIVENV64961.2025.11106961