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

Project Information

DEDALUS

Grant agreement ID: 101103998

DOI

10.3030/101103998

Project closed

EC signature date 26 April 2023

Start date 1 May 2023

End date 30 April 2026

Funded under

• Climate, Energy and Mobility

Total cost

€ 7 359 075,00

EU contribution

€ 5 999 801,25

Coordinated by

ENGINEERING - INGEGNERIA INFORMATICA SPA
Italy

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

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)

Publications

Peer reviewed articles (20)

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

Author(s): Liana Toderean, Tudor Cioara, Ionut Anghel, Elissaios Sarmas, Vasilis Michalakopoulos, Vangelis Marinakis
Published in: Energy and Buildings, Issue 326, 2024, ISSN 1872-6178
Publisher: Elsevier BV
DOI: 10.1016/j.enbuild.2024.115067

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

Author(s): Cristina Bianca Pop; Tudor Cioara; Viorica R. Chifu; Ionut Anghel; Francesco Bellesini
Published in: Energy Reports, 2024, ISSN 2352-4847
Publisher: Elsevier
DOI: 10.2139/SSRN.4712072

Review of Blockchain Tokens Creation and Valuation

Author(s): Oana Marin; Tudor Cioara; Liana Toderean; Dan Mitrea; Ionut Anghel
Published in: Future Internet, Vol 15, Iss 12, p 382 (2023), 2023, ISSN 1999-5903
Publisher: MDPI
DOI: 10.3390/fi15120382

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

Author(s): Ioannis Papias, Vasilis Michalakopoulos, Elissaios Sarmas, Vangelis Marinakis, Gabriel Antonesi, Tudor Cioara, Ionut Anghel
Published in: Sustainable Energy, Grids and Networks, Issue 43, 2025, ISSN 2352-4677
Publisher: Elsevier BV
DOI: 10.1016/J.SEGAN.2025.101783

Applied Energy

Author(s): Gabriel Antonesi; Tudor Cioara; Ionut Anghel; Vasilis Michalakopoulos; Elissaios Sarmas; Liana Toderean
Published in: Applied Energy, 2025, ISSN 0306-2619
Publisher: Pergamon Press Ltd.
DOI: 10.1016/J.APENERGY.2025.126670

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

Author(s): Dan Mitrea, Tudor Cioara, Ionut Anghel, Liana Toderean
Published in: Energy and Buildings, Issue 327, 2024, ISSN 0378-7788
Publisher: Elsevier BV
DOI: 10.1016/j.enbuild.2024.115057

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

Author(s): Gabriel Antonesi; Tudor Cioara; Liana Toderean; Ionut Anghel; Chaim De Mulder
Published in: Buildings, Vol 13, Iss 6, p 1407 (2023), 2023, ISSN 2075-5309
Publisher: MDPI
DOI: 10.3390/buildings13061407

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

Author(s): Viorica R. Chifu; Tudor Cioara; Cristian Anitiei; Cristina Pop 0001; Ionut Anghel
Published in: Computers and Electrical Engineering, Issue 123, 2025, ISSN 1879-0755
Publisher: Elsevier
DOI: 10.1016/J.COMPELECENG.2025.110259

Meta-heuristic federated learning aggregation methods for load forecasting

Author(s): Efstathios Sarantinopoulos, Vasilis Michalakopoulos, Elissaios Sarmas, Vangelis Marinakis, Liana Toderean, Tudor Cioara
Published in: Energy and AI, Issue 22, 2025, ISSN 2666-5468
Publisher: Elsevier BV
DOI: 10.1016/J.EGYAI.2025.100594

Sensors

Author(s): Dan Mitrea; Tudor Cioara; Ionut Anghel
Published in: Sensors, 2023, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/S23104640

Social Factors in P2P Energy Trading Using Hedonic Games

Author(s): Dan Mitrea, Viorica Chifu, Tudor Cioara, Ionut Anghel, Cristina Pop
Published in: Arxiv, 2023, ISSN 2331-8422
Publisher: Arxiv
DOI: 10.48550/arXiv.2309.01418

Whale Optimization-Based Clustering for Buildings’ Energy Consumption Profiles

Author(s): Viorica Rozina Chifu; Tudor Cioara; Ionela Danci; Cristina Bianca Pop; Ionut Anghel
Published in: Energy Reports, 2025, ISSN 2352-4847
Publisher: Elsevier
DOI: 10.1016/J.EGYR.2025.07.034

IEEE Access

Author(s): Liana Toderean; Viorica Rozina Chifu; Tudor Cioara; Ionut Anghel; Cristina Bianca Pop
Published in: IEEE Access, 2023, ISSN 2169-3536
Publisher: 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

Author(s): Toderean, Liana; Cioara, Tudor; Anghel, Ionut; Sarmas, Elissaios; Michalakopoulos, Vasilis; Marinakis, Vangelis
Published in: Energy and Buildings, 2025, ISSN 1872-6178
Publisher: Elsevier
DOI: 10.1016/J.ENBUILD.2024.115067

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

Author(s): Gabriel Antonesi, Tudor Cioara, Ionut Anghel, Ioannis Papias, Vasilis Michalakopoulos, Elissaios Sarmas
Published in: Energy and AI, Issue 20, 2025, ISSN 2666-5468
Publisher: Elsevier BV
DOI: 10.1016/J.EGYAI.2025.100489

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

Author(s): Oana Marin, Tudor Cioara, Ionut Anghel
Published in: Future Internet, Issue 15, 2023, ISSN 1999-5903
Publisher: MDPI AG
DOI: 10.3390/fi15050177

IEEE Access

Author(s): Dan Mitrea; Viorica Rozina Chifu; Tudor Cioara; Ionut Anghel; Cristina Bianca Pop
Published in: IEEE Access, 2024, ISSN 2169-3536
Publisher: 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

Author(s): Mitrea, Dan; Cioara, Tudor; Anghel, Ionut; Toderean, Liana
Published in: Energy and Buildings, 2024, ISSN 1872-6178
Publisher: Elsevier
DOI: 10.2139/SSRN.4920732

Scientific Reports

Author(s): Toderean, Liana; Daian, Mihai; Cioara, Tudor; Anghel, Ionut; Michalakopoulos, Vasilis; Sarantinopoulos, Efstathios; Sarmas, Elissaios
Published in: Scientific Reports, 2025, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/S41598-025-96443-3

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

Author(s): Oana Marin; Tudor Cioara; Ionut Anghel
Published in: Future Internet, 2023, ISSN 1999-5903
Publisher: MDPI
DOI: 10.3390/FI15050177

Conference proceedings (5)

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

Author(s): Gabriel Antonesi, Tudor Cioara, Ionut Anghel, Ioan Salomie, Massimo Bertoncini
Published in: 2024 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv), 2024
Publisher: IEEE
DOI: 10.1109/METROLIVENV60384.2024.10615728

Matching Mechanisms for Buildings Energy Flexibility Orders in P2P Local Markets

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

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

Author(s): Riccardo Naccarelli, Serena Serroni, Sara Casaccia, Gian Marco Revel, Susana Gutiérrez, Diego Arnone
Published in: 2024 9th International Conference on Smart and Sustainable Technologies (SpliTech), 2024
Publisher: IEEE
DOI: 10.23919/SpliTech61897.2024.10612382

Quantum Enhanced Energy Blockchain for Peer-to-Peer Trading

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

Optimizing Appliances Usage for Apartment Buildings Participation in Demand Response Programs

Author(s): Cristina Bianca Pop, Zoltan Varga, Viorica Chifu, Tudor Cioara, Ionut Anghel
Published in: 2025 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv), 2025
Publisher: IEEE
DOI: 10.1109/METROLIVENV64961.2025.11106961