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

Informations projet

HEDGE-IoT

N° de convention de subvention: 101136216

DOI

10.3030/101136216

Date de signature de la CE 8 Novembre 2023

Date de début 1 Janvier 2024

Date de fin 30 Juin 2027

Financé au titre de

• Climate, Energy and Mobility

Coût total

€ 21 859 157,92

Contribution de l’UE

€ 17 999 755,00

Coordonné par

EUROPEAN DYNAMICS LUXEMBOURG SA
Luxembourg

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

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.

Publications

Conference proceedings (21)

Updating Knowledge Graph Embeddings by Intermediate Estimations on Numerical Attributes

Auteurs: Roderick van der Weerdt, Victor de Boer, Ronald Siebes and Frank Van Harmelen
Publié dans: 1st Workshop on Knowledge Management for Numerical Modeling, Measurement & Simulation (KNUMS)
Éditeur: 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

Auteurs: Nickie Gkolia, Nikos Dimitropoulos, Vangelis Marinakis
Publié dans: 16th International Conference on Information, Intelligence, Systems and Applications (IISA 2025), 2025
Éditeur: IEE

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

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

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

Auteurs: Petar Labura, Tomislav Antić, Tomislav Capuder
Publié dans: 2025 IEEE Kiel PowerTech, 2025
Éditeur: IEEE
DOI: 10.1109/POWERTECH59965.2025.11180550

Data Orchestration Platform for AI Workflows Execution Across Computing Continuum

Auteurs: Gabriel Arcas, Tudor Cioara
Publié dans: Proceedings of the 15th International Conference on Cloud Computing and Services Science, 2025
Éditeur: SCITEPRESS - Science and Technology Publications
DOI: 10.5220/0013140600003950

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

Auteurs: Nika Mlinarič Hribar, Matjaž Depolli, Gregor Kosec
Publié dans: 2025 10th International Conference on Smart and Sustainable Technologies (SpliTech), 2025
Éditeur: IEEE
DOI: 10.23919/SPLITECH65624.2025.11091681

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

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

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

Auteurs: Filippos Serepas; Ioannis Papias; Konstantinos Christakis; Nikos Dimitropoulos; Vangelis Marinakis
Publié dans: """2025 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv) """, 2025
Éditeur: IEE

Knowledge Graph Model for Computing Continuum Over Smart Grid

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

Cloud-Edge Continuum Orchestration for Containerized Workloads

Auteurs: Vasile Ofrim, Costel Beniamin Frandes, Tudor Cioara, Ionut Anghel
Publié dans: 2025 IEEE International Workshop on Metrology for Living Environment (MetroLivEnv), 2025
Éditeur: 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

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

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

Auteurs: Nickie Gkolia, Nikos Dimitropoulos, Vangelis Marinakis
Publié dans: 2026 22nd International Conference on the European Energy Market (EEM), 2026
Éditeur: IEEE
DOI: 10.1109/EEM68581.2026.11589669

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

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

Non-Intrusive Load Monitoring Using Cluster-Optimized Denoising Autoencoders

Auteurs: Ioannis Papias; Vasilis Michalakopoulos; Dimitra Karoutsou; Elissaios Sarmas; Nikos Dimitropoulos; Vangelis Marinakis; Marion Paraschi
Publié dans: 2025
Éditeur: IEE

EVs Coordination to Maximize the Usage of Local Renewable Energy

Auteurs: Cristina Pop, Viorica Chifu, Anamaria Raita, Tudor Cioara, Ionut Anghel and Marius Joldos
Publié dans: The 21st International Conference on Embedded Wireless Systems and Networks, 2024
Éditeur: The 21st International Conference on Embedded Wireless Systems and Networks

Denoising Autoencoder for Appliance-Specific Energy Disaggregation in Residential Settings

Auteurs: Ioannis Papias; Loukas Papapetrou; Vasilis Michalakopoulos; Elissaios Sarmas; Vangelis Marinakis; Zoi Mylona; Costas Baslis
Publié dans: 2025
Éditeur: IEEE

Performance and Energy Benchmarking of Edge Ml Workloads

Auteurs: Alexandru Rancea, Ionut Anghel, Tudor Cioara
Publié dans: 2025 16th International Conference on Information, Intelligence, Systems & Applications (IISA), 2025
Éditeur: IEEE
DOI: 10.1109/IISA66859.2025.11311318

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

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

Semantic Technologies for Flexible Energy Grids: the Arnhems Buiten demonstrator

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

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

Auteurs: Ivan Krajnović, Domagoj Peharda, Josipa Stegić, Leila Luttenberger Marić, Lenart Ribnikar
Publié dans: 9th Meeting of the Croatian Section of the International Electricity Distribution Conference
Éditeur: 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

Auteurs: Bilal Ahmad, Aytug Yavuzer, Sreejith P. Sajeev, Taeyoung Kim, Chaiyod Pirak, Ferdinanda Ponci, Antonello Monti
Publié dans: 2025 IEEE Kiel PowerTech, 2025
Éditeur: IEEE
DOI: 10.1109/POWERTECH59965.2025.11180370

Other (3)

Making the Dataspace Protocol an international standard

Auteurs: Turkmayali, A., Gras, N.
Publié dans: Zenodo, 2024
Éditeur: Zenodo

Data Spaces Standardziation Landscape – Europe and International

Auteurs: Castellvi, Silvia; Kung, Antonio; Alangot, Bithin; Samson, Eric
Publié dans: Zenodo, 2025
Éditeur: Zenodo
DOI: 10.5281/ZENODO.15856707

OfficeGraph

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

Peer reviewed articles (14)

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

Auteurs: Mehdi Attar, Sami Repo, Ville Heikkilä, Olli Suominen
Publié dans: International Journal of Electrical Power & Energy Systems, Numéro 167, 2025, ISSN 0142-0615
Éditeur: 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

Auteurs: Antti Hildén, Toni Simolin, Mehdi Attar, Pertti Pakonen
Publié dans: International Journal of Electrical Power & Energy Systems, Numéro 174, 2026, ISSN 0142-0615
Éditeur: Elsevier BV
DOI: 10.1016/J.IJEPES.2025.111457

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

Auteurs: Filippos Serepas, Ioannis Papias, Konstantinos Christakis, Nikos Dimitropoulos, Vangelis Marinakis
Publié dans: Computers, Numéro 14, 2025, ISSN 2073-431X
Éditeur: MDPI AG
DOI: 10.3390/COMPUTERS14090391

Databases in Edge and Fog Environments: A Survey

Auteurs: Luís Manuel Meruje Ferreira, Fabio Coelho, José Pereira
Publié dans: ACM Computing Surveys, Numéro 56, 2025, ISSN 0360-0300
Éditeur: Association for Computing Machinery (ACM)
DOI: 10.1145/3666001

Building Equi-Width Histograms on Homomorphically Encrypted Data

Auteurs: Dragoș Lazea, Anca Hangan, Tudor Cioara
Publié dans: Future Internet, Numéro 17, 2025, ISSN 1999-5903
Éditeur: MDPI AG
DOI: 10.3390/FI17060256

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

Auteurs: Gabriel Antonesi, Tudor Cioara, Ionut Anghel, Vasilis Michalakopoulos, Elissaios Sarmas, Liana Toderean
Publié dans: Applied Energy, Numéro 401, 2025, ISSN 0306-2619
Éditeur: Elsevier BV
DOI: 10.1016/J.APENERGY.2025.126670

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

Auteurs: Liana Toderean, Mihai Daian, Tudor Cioara, Ionut Anghel, Vasilis Michalakopoulos, Efstathios Sarantinopoulos, Elissaios Sarmas
Publié dans: Scientific Reports, Numéro 15, 2025, ISSN 2045-2322
Éditeur: 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

Auteurs: Gabriel Ioan Arcas, Tudor Cioara, Ionut Anghel
Publié dans: Biomimetics, Numéro 9, 2024, ISSN 2313-7673
Éditeur: MDPI AG
DOI: 10.3390/BIOMIMETICS9050302

Analysis and comparison of congestion management solutions of distribution grids

Auteurs: Sami Repo, Pertti Järventausta, Mehdi Attar, Kimmo Lummi
Publié dans: IET Conference Proceedings, Numéro 2025, 2025, ISSN 2732-4494
Éditeur: 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

Auteurs: Mehdi Attar, Sami Repo, Antti Mutanen, Jukka Rinta-Luoma, Teemu Väre, Kalle Kukk
Publié dans: Applied Energy, Numéro 353, 2024, ISSN 0306-2619
Éditeur: Elsevier BV
DOI: 10.1016/J.APENERGY.2023.122180

Edge Offloading in Smart Grid

Auteurs: Gabriel Ioan Arcas, Tudor Cioara, Ionut Anghel, Dragos Lazea, Anca Hangan
Publié dans: Smart Cities, Numéro 7, 2024, ISSN 2624-6511
Éditeur: MDPI AG
DOI: 10.3390/SMARTCITIES7010028

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

Auteurs: Viorica Rozina Chifu, Tudor Cioara, Cristina Bianca Pop, Horia Gabriel Rusu, Ionut Anghel
Publié dans: Applied Sciences, Numéro 14, 2024, ISSN 2076-3417
Éditeur: MDPI AG
DOI: 10.3390/APP14041421

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

Auteurs: Mehdi Attar, Sami Repo, Anna Kulmala, Tomi Öster
Publié dans: IET Conference Proceedings, Numéro 2025, 2025, ISSN 2732-4494
Éditeur: Institution of Engineering and Technology (IET)
DOI: 10.1049/ICP.2025.2175

Reinforcement-Learning-Based Edge Offloading Orchestration in Computing Continuum

Auteurs: Ioana Ramona Martin, Gabriel Ioan Arcas, Tudor Cioara
Publié dans: Computers, Numéro 13, 2024, ISSN 2073-431X
Éditeur: MDPI AG
DOI: 10.3390/COMPUTERS13110295

Book chapters (1)

Representation Learning on IoT Knowledge Graphs

Auteurs: Roderick van der Weerdt, Victor de Boer, Laura Daniele, Ronald Siebes, Frank van Harmelen
Publié dans: Communications in Computer and Information Science, Metadata and Semantic Research, 2025
Éditeur: 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

Auteurs: Syeda Sakina Hayder
Publié dans: 2026
Éditeur: TAU

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

Auteurs: Attar, Mehdi
Publié dans: 2025
Éditeur: Tampere University