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

Informacje na temat projektu

DEDALUS

Identyfikator umowy o grant: 101103998

DOI

10.3030/101103998

Projekt został zamknięty

Data podpisania przez KE 26 Kwietnia 2023

Data rozpoczęcia 1 Maja 2023

Data zakończenia 30 Kwietnia 2026

Finansowanie w ramach

• Climate, Energy and Mobility

Koszt całkowity

€ 7 359 075,00

Wkład UE

€ 5 999 801,25

Koordynowany przez

ENGINEERING - INGEGNERIA INFORMATICA SPA
Italy

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

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)

Publikacje

Peer reviewed articles (20)

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

Autorzy: Liana Toderean, Tudor Cioara, Ionut Anghel, Elissaios Sarmas, Vasilis Michalakopoulos, Vangelis Marinakis
Opublikowane w: Energy and Buildings, Numer 326, 2024, ISSN 1872-6178
Wydawca: Elsevier BV
DOI: 10.1016/j.enbuild.2024.115067

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

Autorzy: Cristina Bianca Pop; Tudor Cioara; Viorica R. Chifu; Ionut Anghel; Francesco Bellesini
Opublikowane w: Energy Reports, 2024, ISSN 2352-4847
Wydawca: Elsevier
DOI: 10.2139/SSRN.4712072

Review of Blockchain Tokens Creation and Valuation

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

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

Autorzy: Ioannis Papias, Vasilis Michalakopoulos, Elissaios Sarmas, Vangelis Marinakis, Gabriel Antonesi, Tudor Cioara, Ionut Anghel
Opublikowane w: Sustainable Energy, Grids and Networks, Numer 43, 2025, ISSN 2352-4677
Wydawca: Elsevier BV
DOI: 10.1016/J.SEGAN.2025.101783

Applied Energy

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

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

Autorzy: Dan Mitrea, Tudor Cioara, Ionut Anghel, Liana Toderean
Opublikowane w: Energy and Buildings, Numer 327, 2024, ISSN 0378-7788
Wydawca: Elsevier BV
DOI: 10.1016/j.enbuild.2024.115057

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

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

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

Autorzy: Viorica R. Chifu; Tudor Cioara; Cristian Anitiei; Cristina Pop 0001; Ionut Anghel
Opublikowane w: Computers and Electrical Engineering, Numer 123, 2025, ISSN 1879-0755
Wydawca: Elsevier
DOI: 10.1016/J.COMPELECENG.2025.110259

Meta-heuristic federated learning aggregation methods for load forecasting

Autorzy: Efstathios Sarantinopoulos, Vasilis Michalakopoulos, Elissaios Sarmas, Vangelis Marinakis, Liana Toderean, Tudor Cioara
Opublikowane w: Energy and AI, Numer 22, 2025, ISSN 2666-5468
Wydawca: Elsevier BV
DOI: 10.1016/J.EGYAI.2025.100594

Sensors

Autorzy: Dan Mitrea; Tudor Cioara; Ionut Anghel
Opublikowane w: Sensors, 2023, ISSN 1424-8220
Wydawca: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/S23104640

Social Factors in P2P Energy Trading Using Hedonic Games

Autorzy: Dan Mitrea, Viorica Chifu, Tudor Cioara, Ionut Anghel, Cristina Pop
Opublikowane w: Arxiv, 2023, ISSN 2331-8422
Wydawca: Arxiv
DOI: 10.48550/arXiv.2309.01418

Whale Optimization-Based Clustering for Buildings’ Energy Consumption Profiles

Autorzy: Viorica Rozina Chifu; Tudor Cioara; Ionela Danci; Cristina Bianca Pop; Ionut Anghel
Opublikowane w: Energy Reports, 2025, ISSN 2352-4847
Wydawca: Elsevier
DOI: 10.1016/J.EGYR.2025.07.034

IEEE Access

Autorzy: Liana Toderean; Viorica Rozina Chifu; Tudor Cioara; Ionut Anghel; Cristina Bianca Pop
Opublikowane w: IEEE Access, 2023, ISSN 2169-3536
Wydawca: 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

Autorzy: Toderean, Liana; Cioara, Tudor; Anghel, Ionut; Sarmas, Elissaios; Michalakopoulos, Vasilis; Marinakis, Vangelis
Opublikowane w: Energy and Buildings, 2025, ISSN 1872-6178
Wydawca: Elsevier
DOI: 10.1016/J.ENBUILD.2024.115067

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

Autorzy: Gabriel Antonesi, Tudor Cioara, Ionut Anghel, Ioannis Papias, Vasilis Michalakopoulos, Elissaios Sarmas
Opublikowane w: Energy and AI, Numer 20, 2025, ISSN 2666-5468
Wydawca: Elsevier BV
DOI: 10.1016/J.EGYAI.2025.100489

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

Autorzy: Oana Marin, Tudor Cioara, Ionut Anghel
Opublikowane w: Future Internet, Numer 15, 2023, ISSN 1999-5903
Wydawca: MDPI AG
DOI: 10.3390/fi15050177

IEEE Access

Autorzy: Dan Mitrea; Viorica Rozina Chifu; Tudor Cioara; Ionut Anghel; Cristina Bianca Pop
Opublikowane w: IEEE Access, 2024, ISSN 2169-3536
Wydawca: 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

Autorzy: Mitrea, Dan; Cioara, Tudor; Anghel, Ionut; Toderean, Liana
Opublikowane w: Energy and Buildings, 2024, ISSN 1872-6178
Wydawca: Elsevier
DOI: 10.2139/SSRN.4920732

Scientific Reports

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

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

Autorzy: Oana Marin; Tudor Cioara; Ionut Anghel
Opublikowane w: Future Internet, 2023, ISSN 1999-5903
Wydawca: MDPI
DOI: 10.3390/FI15050177

Conference proceedings (5)

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

Autorzy: Gabriel Antonesi, Tudor Cioara, Ionut Anghel, Ioan Salomie, Massimo Bertoncini
Opublikowane w: 2024 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv), 2024
Wydawca: IEEE
DOI: 10.1109/METROLIVENV60384.2024.10615728

Matching Mechanisms for Buildings Energy Flexibility Orders in P2P Local Markets

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

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

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

Quantum Enhanced Energy Blockchain for Peer-to-Peer Trading

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

Optimizing Appliances Usage for Apartment Buildings Participation in Demand Response Programs

Autorzy: Cristina Bianca Pop, Zoltan Varga, Viorica Chifu, Tudor Cioara, Ionut Anghel
Opublikowane w: 2025 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv), 2025
Wydawca: IEEE
DOI: 10.1109/METROLIVENV64961.2025.11106961