CORDIS - Forschungsergebnisse der EU

Big Data for OPen innovation Energy Marketplace


Pilot 3 - Turkish pilot description and results

OEDAS, in cooperation with WEP, UPC, ODT, ATOS and ICOM will conduct the pilot on its distribution network. OADES will provide the deliverable D7.4 which will present the demonstration site for BD4OPEM in Turkey, the possible services considering the data available and feedback on the different implementations and their results.

Pilot 4 - Belgium/Denmark pilot description and results

VUB, in cooperation with WEP, UPC, ODT, ATOS, NUV, will implement and apply all services and tools developed previously in other WPs. The Task will result in Deliverable 7.5, which aims to give feedback and data on different testing scenarios and on the implementation of the pilot projects (results, risks, issues, etc) in Belgium and Denmark (VUB Hospital, NUV charging infrastructure).

Pilot 2 - Slovenian pilot description and results

ELCE, in cooperation with WEP, UPC, ODT, ATOS and JSI will conduct pilot testing in the Elektro Celje distribution area, covering household and small business consumers. The data obtained in the pilot as well as historical data will be employed in the development and validation of analytics services to support the use cases scenarios. The Deliverable 7.3 will provide feedback of the different testing scenarios.

Dissemination and Communication report

D8.5 Final report summarising the results of the DCP over the entire project, presenting lessons learned and solutions for the sustainability of project results.

Dissemination and Communication plan


Quality Management Plan (QMP)


Pilot 1 - Spanish pilot description and results

This document presents the Spanish pilot area, comprising the electrical grid of Granollers, the biggest municipality supplied by the DSO. The different sensors involved in the collection of data (such as RTUs, smart meters and DCUs) will be specified, as well as the types of data required from each device. The process of collection, validation, storage will be described, together with the creation of the interface between the legacy system and the analytics platform developed throughout the project, for the exchange of data. The document will also include the results of the validation tests of the pilot, through the indicators previously defined (in D7.6).

Life cycle analysis report

D9.3 will present the results from the life-cycle analysis of all solutions developed during the project in terms of environmental impact issues and costs (LCA and LCCA).

Open innovation Project architecture description

This deliverable will provide a description of the architecture of the entire System, including the definition of the models to be implemented, the involved business processes and services, a detailed structure in terms of subsystem components and their relationships with internal and external systems, as well as its own capabilities and restrictions.

Project videos final release

D8.4 will present either one collective or four individual videos of the four pilot sites in order to visualize the BD4OPEM solution and how it will work in practice.

Website and social media strategy


Project videos first release

D8.3 will present the first project video designed to convey the Open Energy Market platform concept, and the way in which the project will apply the solutions in the four pilot sites.


Artificial intelligence techniques for enabling Big Data services in distribution networks: A review

Autoren: Sara Barja-Martinez, Mònica Aragüés-Peñalba, Íngrid Munné-Collado, Pau Lloret-Gallego, Eduard Bullich-Massagué, Roberto Villafafila-Robles
Veröffentlicht in: Renewable and Sustainable Energy Reviews, Ausgabe 150, 2021, Seite(n) 111459, ISSN 1364-0321
Herausgeber: Elsevier BV
DOI: 10.1016/j.rser.2021.111459

Behavior segmentation of electricity consumption patterns: A cluster analytical approach

Autoren: Ramanpreet Kaur, Dušan Gabrijelčič
Veröffentlicht in: Knowledge-Based Systems, Ausgabe 09507051, 2022, ISSN 0950-7051
Herausgeber: Elsevier BV
DOI: 10.1016/j.knosys.2022.109236

Precise PMU-Based Localization and Classification of Short-Circuit Faults in Power Distribution Systems

Autoren: Denis Sodin, Miha Smolnikar, Urban Rudež, Andrej Čampa
Veröffentlicht in: IEEE Transactions on Power Delivery, Ausgabe Ausgabe 5 Oct.-2023, 2023, Seite(n) 3262 - 3273, ISSN 0885-8977
Herausgeber: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrd.2023.3268767

Forecasting flexibility of charging of electric vehicles: Tree and cluster-based methods

Autoren: Evgenii Genov, Cedric De Cauwer, Gilles Van Kriekinge, Thierry Coosemans, Maarten Messagie
Veröffentlicht in: Applied Energy, Ausgabe Volume 353, Part A, 1 January 2024, 121969, 2024, ISSN 0306-2619
Herausgeber: Pergamon Press Ltd.
DOI: 10.1016/j.apenergy.2023.121969

Distribution network planning considering EV integration: case study in the northwest of Turkey

Autoren: Antonio Saldaña-Gonzalez, Mónica Aragués-Peñalba, Andreas Sumper, Ibrahim Can-Tasta, Ibrahim GAZIOĞLU
Veröffentlicht in: CIRED 2022 Conference, 2022, ISBN 978-1-83953-705-9
Herausgeber: IEEE
DOI: 10.1049/icp.2022.0853

Fault Detection In Photovoltaic Systems Using Machine Learning Algorithms: A Review

Autoren: Ashvi Kumaradurai, Yuvaraja Teekaraman, Thierry Coosemans, Maarten Messagie
Veröffentlicht in: 2020 8th International Conference on Orange Technology (ICOT), 2020, Seite(n) 1-5, ISBN 978-1-6654-1852-2
Herausgeber: IEEE
DOI: 10.1109/icot51877.2020.9468768

Voltage Congestion Monitoring Through Machine Learning

Autoren: Rémy Cleenwerck, Wouter Parys, Jan Desmet, Thierry Coosemans
Veröffentlicht in: 27th International Conference on Electricity Distribution (CIRED 2023), 2023
Herausgeber: 27th International Conference on Electricity Distribution (CIRED 2023)
DOI: 10.1049/icp.2023.0576

Calculation of Aggregated Flexibility of EV Fleet: Case Study of Bornholm, Denmark

Autoren: Rafaela Ribeiro, Massimiliano Garella, Eduard Büllich Massagué, Mónica Aragués-Peñalba
Veröffentlicht in: CIRED 2022 Conference, 2022, ISBN 978-1-83953-705-9
Herausgeber: IEEE
DOI: 10.1049/icp.2022.0848

Smart Meter-Based Re-Phasing for Voltage Imbalance Enhancement Through Topology Reconstruction

Autoren: Rémy Cleenwerck, Wouter Parys, Muhammad Andy Putratama, Jan Desmet, Thierry Coosemans
Veröffentlicht in: IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), 2023, ISBN 979-8-3503-9679-9
Herausgeber: IEEE
DOI: 10.1109/isgteurope56780.2023.10407679

BD4OPEM H2020 project. The 4+1 View Model of Software Architecture for enabling AI-based services in distribution grids

Autoren: L. Gallego; J. Valino; P. Lloret-Gallego; M. Aragues-Penalba; A. Gonzalez; L. Richaud; D. Gabrijelčič; A. Eytan; V. Gentile; I. Kokos
Veröffentlicht in: CIRED 2021 - The 26th International Conference and Exhibition on Electricity Distribution, 2021
Herausgeber: CIRED 2021
DOI: 10.1049/icp.2021.1531

A Novel Home Energy Management System Environmental-based with LCA Minimization

Autoren: Sara Barja-Martinez, Ingrid Munne-Collado, Pau Lloret-Gallego, Monica Aragues-Penalba, Roberto Villafafila-Robles
Veröffentlicht in: 2020 IEEE International Conference on Environment and Electrical Engineering and 2020 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe), 2020, Seite(n) 1-6, ISBN 978-1-7281-7455-6
Herausgeber: IEEE
DOI: 10.1109/eeeic/icpseurope49358.2020.9160619

Self-Adaptive Ageing Models for Optimal Management and Planning of Assets in Microgrids

Autoren: Coosemans, T., Parys, W., De Cauwer, C., Berecibar, M., Messagie, M.
Veröffentlicht in: Future Energy, Ausgabe Green Energy and Technology, 2023, Seite(n) 141–151
Herausgeber: Springer, Cham
DOI: 10.1007/978-3-031-33906-6_12

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