Holistic Approach towards Empowerment of the DiGitalization of the Energy Ecosystem through adoption of IoT solutions

Projektinformationen

HEDGE-IoT

ID Finanzhilfevereinbarung: 101136216

DOI

10.3030/101136216

EK-Unterschriftsdatum 8 November 2023

Startdatum 1 Januar 2024

Enddatum 30 Juni 2027

Finanziert unter

• Climate, Energy and Mobility

Gesamtkosten

€ 21 859 157,92

EU-Beitrag

€ 17 999 755,00

Koordiniert durch

EUROPEAN DYNAMICS LUXEMBOURG SA
Luxembourg

CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.

Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.

Leistungen

Other (4)

HEDGE-IoT interfaces and tools for interoperability 2

A library of extended interfaces on the proprietary digital interfaces, platforms, and tools of the pilots to communicate with the HEDGE-IoT middlewareTask 3.1Success Citerion: The availability of the library of tools and interfaces

HEDGE-IoT Interoperability Framework and Integrated Solution (First release)

First release of the interoperability framework and HEDGE-IoT integrated solution, (Open Services Catalogue, Middleware, Data Connector, IoT Edge/Cloud Integration and Cybersecurity and AI Safety)Success Criteria: Operational versions of interoperability enablers and successful integratied solution (partial functionality - 1st Release)Tasks 4.1, 4.2, 4.3, 4.4, 4.5.

HEDGE-IoT Technological Enablers (First release)

First Specification, Design and release of the tools for IoT interfaces, AI/ML Algorithms at edge and cloud levelSuccess Criteria: Operational versions of HEDGE-IoT technological enablers (partial functionality - 1st Release)Tasks: 3.2, 3.3, 3.4, 3.5

HEDGE-IoT Technological Enablers (Intermediate release)

Updated Specification, Design and release of the tools for IoT interfaces, AI/ML Algorithms at edge and cloud levelSuccess Criteria: Operational versions of HEDGE-IoT technological enablers (intermrediate functionality - 2nd Release)Tasks: 3.2, 3.3, 3.4, 3.5

Data Management Plan (1)

Data Management Plan

Data management and IPR protection procedures followed during the course of the project. Analysis of the Data management policy and the Data management lifecycle for the datasets that will be collected, processed or generated by the project. Success Criteria: The availability of the report. (Task 1.4).

Documents, reports (7)

Functional Specifications of the HEDGE-IoT system

Functional specifications of the HEDGE-IoT System towards the design of an operational frameworkTasks 2.6, 2.7Success Criteria: Definition of Functional Specifications

Requirements on an IoT Cloud/Edge System for the Energy Ecosystem

Requirements on the system as derive from the SotA on IoT and Cloud/EDGE, the Stakeholders, the piloting BUCs, the regulatory environment and the societal aspect of inclusivity.Tasks 21, 2.2, 2.3, 2.4, 2.5Success Criteria: Definition of end-user requirements, and definition of use-cases

Open Calls Preparation and Announcement

Open calls Destinations, Guide for Applicants, Proposal Template, Model Contract, Evaluation Guidelines and PR activitiesTask 6.1Success Criteria: The availability preparatory material for the open call

Dissemination, Exploitation and market exploration, standardisation, and community building (First release)

Report on the Communication and Dissemination activities, the Exploitation activities, the Standardisation suggestions and the Liaison with other Projects and Initiatives (BRIDGE, TEF, other) (First release)Success Criteria: The document should report the achieved results and the new/updated plans.(Tasks 7.1, 7.2, 7.3)

HEDGE-IoT Reference Architecture (First Release)

Design of operational framework and description of the interoperable EDS-Aligned Reference Architecture as blueprint for a Software Design (First validated release)Tasks 2.6, 2.7Design of the HEDGE-IoT Reference Architecture

HEDGE-IoT interfaces and tools for interoperability

Mapping of the proprietary digital interfaces, platform, and tools to be engaged and/or deployed within the pilotsTask 3.1Success Criterion: The availability of the report

Pre-Demo Phase Report

Monitoring report on the conclusion of the Pre-Demo PhaseSuccess Criteria: Availability of the report in terms of the pre-pilot scope. (Tasks 5.2, 5.3, 5.4, 5.5, 5.6, 5.7, 5.8).

Websites, patent fillings, videos etc. (1)

Communication and dissemination plan

Communication and Dissemination plan including Project Web Portal, Flyers, Logos’, Social Media Presence, participation in Fairs, Conferences, Document and Reports’ templatesSuccess criteria: Availability of a concrete plan with specific milestones and KPIs. Task 7.1.

Veröffentlichungen

Conference proceedings (21)

Updating Knowledge Graph Embeddings by Intermediate Estimations on Numerical Attributes

Autoren: Roderick van der Weerdt, Victor de Boer, Ronald Siebes and Frank Van Harmelen
Veröffentlicht in: 1st Workshop on Knowledge Management for Numerical Modeling, Measurement & Simulation (KNUMS)
Herausgeber: 1st Workshop on Knowledge Management for Numerical Modeling, Measurement & Simulation (KNUMS)

Oracle MILP and Reinforcement Learning Bidding for PV-Battery Dispatch in an Incentive-Driven Local Flexibility Market

Autoren: Nickie Gkolia, Nikos Dimitropoulos, Vangelis Marinakis
Veröffentlicht in: 16th International Conference on Information, Intelligence, Systems and Applications (IISA 2025), 2025
Herausgeber: IEE

Design and Pilot Implementation of an AI-Driven Local Flexibility Market in Greece

Autoren: Aikaterini Forouli, Emmanouil Bakirtzis, Sotirios Filippou, Nikolaos Fesakis, Maria Koutsoupidou, Nikos Dimitropoulos, Nickie Gkolia, Giannis Papias, Vangelis Marinakis, Nikos Andriopoulos, Dimitrios Ioannis Bakratsis
Veröffentlicht in: 2026 22nd International Conference on the European Energy Market (EEM), 2026
Herausgeber: IEEE
DOI: 10.1109/EEM68581.2026.11589878

Time and Frequency Domain-based Anomaly Detection in Smart Meter Data for Distribution Network Studies

Autoren: Petar Labura, Tomislav Antić, Tomislav Capuder
Veröffentlicht in: 2025 IEEE Kiel PowerTech, 2025
Herausgeber: IEEE
DOI: 10.1109/POWERTECH59965.2025.11180550

Data Orchestration Platform for AI Workflows Execution Across Computing Continuum

Autoren: Gabriel Arcas, Tudor Cioara
Veröffentlicht in: Proceedings of the 15th International Conference on Cloud Computing and Services Science, 2025
Herausgeber: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0013140600003950

The Effect of High-Resolution Wind Speed and Wind Direction Measurements on Dynamic Thermal Rating

Autoren: Nika Mlinarič Hribar, Matjaž Depolli, Gregor Kosec
Veröffentlicht in: 2025 10th International Conference on Smart and Sustainable Technologies (SpliTech), 2025
Herausgeber: IEEE
DOI: 10.23919/SPLITECH65624.2025.11091681

Knowledge Representation of Time Series Data: A Comparison Analysis of Standardized Ontologies

Autoren: João Moreira, Cornelis Bouter, Laura Daniele, Mateus Rocha and Marcos Machado
Herausgeber: 1st Workshop on Knowledge Management for Numerical Modeling, Measurement & Simulation (KNUMS)

Decentralized IoT Data Marketplaces: Enabling Peer-to-Peer Exchange with Edge Computing

Autoren: Filippos Serepas; Ioannis Papias; Konstantinos Christakis; Nikos Dimitropoulos; Vangelis Marinakis
Veröffentlicht in: """2025 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv) """, 2025
Herausgeber: IEE

Knowledge Graph Model for Computing Continuum Over Smart Grid

Autoren: Ioana Ramona Martin, Tudor Cioara, Gabriel Ioan Arcas, Ionut Anghel, Massimo Bertoncini
Veröffentlicht in: 2024 15th International Conference on Information, Intelligence, Systems & Applications (IISA), 2024
Herausgeber: IEEE
DOI: 10.1109/IISA62523.2024.10786635

Cloud-Edge Continuum Orchestration for Containerized Workloads

Autoren: Vasile Ofrim, Costel Beniamin Frandes, Tudor Cioara, Ionut Anghel
Veröffentlicht in: 2025 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv), 2025
Herausgeber: IEEE
DOI: 10.1109/METROLIVENV64961.2025.11106972

AI-Based Energy Forecasting at Different Distribution Grid Levels to Support Baseline Definition and DSO Participation in LFMs

Autoren: Theodore Tranos, Nikolaos Fesakis, Thomas Vasileiou, Sotirios Christopoulos, Georgio Loukos, Maria Koutsoupidou
Veröffentlicht in: 2025 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), 2025
Herausgeber: IEEE
DOI: 10.1109/ISGTEUROPE64741.2025.11305676

Learning-Based Demand Response Bidding for Residential Aggregators in Local Flexibility Markets

Autoren: Nickie Gkolia, Nikos Dimitropoulos, Vangelis Marinakis
Veröffentlicht in: 2026 22nd International Conference on the European Energy Market (EEM), 2026
Herausgeber: IEEE
DOI: 10.1109/EEM68581.2026.11589669

Local Flexibility Markets from a TSO perspective: Insights from Horizon Europe projects

Autoren: Nikos Andriopoulos, Despoina Makrygiorgou, Jemma Makrygiorgou, Dimitrios Melissaris, Dimitrios-Ioannis Bakratsis, Serafeim Panidis, Filippos Rigas, Fotis-Konstantinos Paterakis, Ioannis Moraitis
Veröffentlicht in: 2026 22nd International Conference on the European Energy Market (EEM), 2026
Herausgeber: IEEE
DOI: 10.1109/EEM68581.2026.11589818

Non-Intrusive Load Monitoring Using Cluster-Optimized Denoising Autoencoders

Autoren: Ioannis Papias; Vasilis Michalakopoulos; Dimitra Karoutsou; Elissaios Sarmas; Nikos Dimitropoulos; Vangelis Marinakis; Marion Paraschi
Veröffentlicht in: 2025
Herausgeber: IEE

EVs Coordination to Maximize the Usage of Local Renewable Energy

Autoren: Cristina Pop, Viorica Chifu, Anamaria Raita, Tudor Cioara, Ionut Anghel and Marius Joldos
Veröffentlicht in: The 21st International Conference on Embedded Wireless Systems and Networks, 2024
Herausgeber: The 21st International Conference on Embedded Wireless Systems and Networks

Denoising Autoencoder for Appliance-Specific Energy Disaggregation in Residential Settings

Autoren: Ioannis Papias; Loukas Papapetrou; Vasilis Michalakopoulos; Elissaios Sarmas; Vangelis Marinakis; Zoi Mylona; Costas Baslis
Veröffentlicht in: 2025
Herausgeber: IEEE

Performance and Energy Benchmarking of Edge Ml Workloads

Autoren: Alexandru Rancea, Ionut Anghel, Tudor Cioara
Veröffentlicht in: 2025 16th International Conference on Information, Intelligence, Systems & Applications (IISA), 2025
Herausgeber: IEEE
DOI: 10.1109/IISA66859.2025.11311318

Edge-Oriented Orchestration of Energy Services Using Graph-Driven Swarm Intelligence

Autoren: L. Toderean, D. Lazea, V. Ofrim, S. Dumbrava, A. Hangan, T. Cioara
Herausgeber: ACM
DOI: 10.48550/ARXIV.2604.04645

Semantic Technologies for Flexible Energy Grids: the Arnhems Buiten demonstrator

Autoren: Roderick van der Weerdt, Xander Wilcke, Mateusz Kedzia, Wouter Beelen, Victor de Boer, Cornelis Bouter, Laura Daniele, Sophie Lathouwers, Barry Nouwt, Ronald Siebes
Veröffentlicht in: 2025
Herausgeber: Zenodo
DOI: 10.5281/ZENODO.15012762

Rješavanje barijera u razmjeni podatkovnih silosa u elektroenergetskom sustavu korištenjem PowerCIM-a u okviru HEDGE-IoT projekta

Autoren: Ivan Krajnović, Domagoj Peharda, Josipa Stegić, Leila Luttenberger Marić, Lenart Ribnikar
Veröffentlicht in: 9th Meeting of the Croatian Section of the International Electricity Distribution Conference
Herausgeber: 9th Meeting of the Croatian Section of the International Electricity Distribution Conference

An Advanced Open-Source Model for Estimating EV State-of-Charge and Travel Time in Smart Grid Applications

Autoren: Bilal Ahmad, Aytug Yavuzer, Sreejith P. Sajeev, Taeyoung Kim, Chaiyod Pirak, Ferdinanda Ponci, Antonello Monti
Veröffentlicht in: 2025 IEEE Kiel PowerTech, 2025
Herausgeber: IEEE
DOI: 10.1109/POWERTECH59965.2025.11180370

Other (3)

Making the Dataspace Protocol an international standard

Autoren: Turkmayali, A., Gras, N.
Veröffentlicht in: Zenodo, 2024
Herausgeber: Zenodo

Data Spaces Standardziation Landscape – Europe and International

Autoren: Castellvi, Silvia; Kung, Antonio; Alangot, Bithin; Samson, Eric
Veröffentlicht in: Zenodo, 2025
Herausgeber: Zenodo
DOI: 10.5281/ZENODO.15856707

OfficeGraph

Autoren: van der Weerdt, Roderick; de Boer, Victor; Siebes, Ronald; Groenewold, Ronnie; van Harmelen, Frank;
Herausgeber: Zenodo
DOI: 10.5281/ZENODO.10245814

Peer reviewed articles (14)

Congestion management in distribution grids using local flexibility markets: Investigating influential factors

Autoren: Mehdi Attar, Sami Repo, Ville Heikkilä, Olli Suominen
Veröffentlicht in: International Journal of Electrical Power & Energy Systems, Ausgabe 167, 2025, ISSN 0142-0615
Herausgeber: Elsevier BV
DOI: 10.1016/J.IJEPES.2025.110601

Data-driven emission analysis of on-board chargers and large AC charging sites of electric vehicles

Autoren: Antti Hildén, Toni Simolin, Mehdi Attar, Pertti Pakonen
Veröffentlicht in: International Journal of Electrical Power & Energy Systems, Ausgabe 174, 2026, ISSN 0142-0615
Herausgeber: Elsevier BV
DOI: 10.1016/J.IJEPES.2025.111457

Lightweight Embedded IoT Gateway for Smart Homes Based on an ESP32 Microcontroller

Autoren: Filippos Serepas, Ioannis Papias, Konstantinos Christakis, Nikos Dimitropoulos, Vangelis Marinakis
Veröffentlicht in: Computers, Ausgabe 14, 2025, ISSN 2073-431X
Herausgeber: MDPI AG
DOI: 10.3390/COMPUTERS14090391

Databases in Edge and Fog Environments: A Survey

Autoren: Luís Manuel Meruje Ferreira, Fabio Coelho, José Pereira
Veröffentlicht in: ACM Computing Surveys, Ausgabe 56, 2025, ISSN 0360-0300
Herausgeber: Association for Computing Machinery (ACM)
DOI: 10.1145/3666001

Building Equi-Width Histograms on Homomorphically Encrypted Data

Autoren: Dragoș Lazea, Anca Hangan, Tudor Cioara
Veröffentlicht in: Future Internet, Ausgabe 17, 2025, ISSN 1999-5903
Herausgeber: MDPI AG
DOI: 10.3390/FI17060256

A systematic review of transformers and large language models in the energy sector: towards agentic digital twins

Autoren: Gabriel Antonesi, Tudor Cioara, Ionut Anghel, Vasilis Michalakopoulos, Elissaios Sarmas, Liana Toderean
Veröffentlicht in: Applied Energy, Ausgabe 401, 2025, ISSN 0306-2619
Herausgeber: Elsevier BV
DOI: 10.1016/J.APENERGY.2025.126670

Heuristic based federated learning with adaptive hyperparameter tuning for households energy prediction

Autoren: Liana Toderean, Mihai Daian, Tudor Cioara, Ionut Anghel, Vasilis Michalakopoulos, Efstathios Sarantinopoulos, Elissaios Sarmas
Veröffentlicht in: Scientific Reports, Ausgabe 15, 2025, ISSN 2045-2322
Herausgeber: Springer Science and Business Media LLC
DOI: 10.1038/S41598-025-96443-3

Whale Optimization for Cloud–Edge-Offloading Decision-Making for Smart Grid Services

Autoren: Gabriel Ioan Arcas, Tudor Cioara, Ionut Anghel
Veröffentlicht in: Biomimetics, Ausgabe 9, 2024, ISSN 2313-7673
Herausgeber: MDPI AG
DOI: 10.3390/BIOMIMETICS9050302

Analysis and comparison of congestion management solutions of distribution grids

Autoren: Sami Repo, Pertti Järventausta, Mehdi Attar, Kimmo Lummi
Veröffentlicht in: IET Conference Proceedings, Ausgabe 2025, 2025, ISSN 2732-4494
Herausgeber: Institution of Engineering and Technology (IET)
DOI: 10.1049/ICP.2025.1630

Market integration and TSO-DSO coordination for viable Market-based congestion management in power systems

Autoren: Mehdi Attar, Sami Repo, Antti Mutanen, Jukka Rinta-Luoma, Teemu Väre, Kalle Kukk
Veröffentlicht in: Applied Energy, Ausgabe 353, 2024, ISSN 0306-2619
Herausgeber: Elsevier BV
DOI: 10.1016/J.APENERGY.2023.122180

Edge Offloading in Smart Grid

Autoren: Gabriel Ioan Arcas, Tudor Cioara, Ionut Anghel, Dragos Lazea, Anca Hangan
Veröffentlicht in: Smart Cities, Ausgabe 7, 2024, ISSN 2624-6511
Herausgeber: MDPI AG
DOI: 10.3390/SMARTCITIES7010028

Deep Q-Learning-Based Smart Scheduling of EVs for Demand Response in Smart Grids

Autoren: Viorica Rozina Chifu, Tudor Cioara, Cristina Bianca Pop, Horia Gabriel Rusu, Ionut Anghel
Veröffentlicht in: Applied Sciences, Ausgabe 14, 2024, ISSN 2076-3417
Herausgeber: MDPI AG
DOI: 10.3390/APP14041421

Predictive and real-time congestion management to enhance grid hosting capacity

Autoren: Mehdi Attar, Sami Repo, Anna Kulmala, Tomi Öster
Veröffentlicht in: IET Conference Proceedings, Ausgabe 2025, 2025, ISSN 2732-4494
Herausgeber: Institution of Engineering and Technology (IET)
DOI: 10.1049/ICP.2025.2175

Reinforcement-Learning-Based Edge Offloading Orchestration in Computing Continuum

Autoren: Ioana Ramona Martin, Gabriel Ioan Arcas, Tudor Cioara
Veröffentlicht in: Computers, Ausgabe 13, 2024, ISSN 2073-431X
Herausgeber: MDPI AG
DOI: 10.3390/COMPUTERS13110295

Book chapters (1)

Representation Learning on IoT Knowledge Graphs

Autoren: Roderick van der Weerdt, Victor de Boer, Laura Daniele, Ronald Siebes, Frank van Harmelen
Veröffentlicht in: Communications in Computer and Information Science, Metadata and Semantic Research, 2025
Herausgeber: Springer Nature Switzerland
DOI: 10.1007/978-3-031-81974-2_4

Thesis and dissertations (2)

Functional and non-functional testing of state estimation algorithm for edge deployment

Autoren: Syeda Sakina Hayder
Veröffentlicht in: 2026
Herausgeber: TAU

Market-based Congestion Management in Power Systems : With a focus on distribution grids

Autoren: Attar, Mehdi
Veröffentlicht in: 2025
Herausgeber: Tampere University