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Big Data for OPen innovation Energy Marketplace

Deliverables

Dissemination and Communication plan

NA

Quality Management Plan (QMP)

NA

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.

Website and social media strategy

NA

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.

Publications

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

Author(s): Sara Barja-Martinez, Mònica Aragüés-Peñalba, Íngrid Munné-Collado, Pau Lloret-Gallego, Eduard Bullich-Massagué, Roberto Villafafila-Robles
Published in: Renewable and Sustainable Energy Reviews, Issue 150, 2021, Page(s) 111459, ISSN 1364-0321
Publisher: Elsevier BV
DOI: 10.1016/j.rser.2021.111459

Behavior segmentation of electricity consumption patterns: A cluster analytical approach

Author(s): Ramanpreet Kaur, Dušan Gabrijelčič
Published in: Knowledge-Based Systems, Issue 09507051, 2022, ISSN 0950-7051
Publisher: Elsevier BV
DOI: 10.1016/j.knosys.2022.109236

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

Author(s): Denis Sodin, Miha Smolnikar, Urban Rudež, Andrej Čampa
Published in: IEEE Transactions on Power Delivery, Issue Issue 5 Oct.-2023, 2023, Page(s) 3262 - 3273, ISSN 0885-8977
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tpwrd.2023.3268767

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

Author(s): Evgenii Genov, Cedric De Cauwer, Gilles Van Kriekinge, Thierry Coosemans, Maarten Messagie
Published in: Applied Energy, Issue Volume 353, Part A, 1 January 2024, 121969, 2024, ISSN 0306-2619
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.apenergy.2023.121969

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

Author(s): Antonio Saldaña-Gonzalez, Mónica Aragués-Peñalba, Andreas Sumper, Ibrahim Can-Tasta, Ibrahim GAZIOĞLU
Published in: CIRED 2022 Conference, 2022, ISBN 978-1-83953-705-9
Publisher: IEEE
DOI: 10.1049/icp.2022.0853

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

Author(s): Ashvi Kumaradurai, Yuvaraja Teekaraman, Thierry Coosemans, Maarten Messagie
Published in: 2020 8th International Conference on Orange Technology (ICOT), 2020, Page(s) 1-5, ISBN 978-1-6654-1852-2
Publisher: IEEE
DOI: 10.1109/icot51877.2020.9468768

Voltage Congestion Monitoring Through Machine Learning

Author(s): Rémy Cleenwerck, Wouter Parys, Jan Desmet, Thierry Coosemans
Published in: 27th International Conference on Electricity Distribution (CIRED 2023), 2023
Publisher: 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

Author(s): Rafaela Ribeiro, Massimiliano Garella, Eduard Büllich Massagué, Mónica Aragués-Peñalba
Published in: CIRED 2022 Conference, 2022, ISBN 978-1-83953-705-9
Publisher: IEEE
DOI: 10.1049/icp.2022.0848

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

Author(s): Lourdes Gallego, Javier Valiño, Pau Lloret-Gallego, Mònica Aragüés-Peñalba, Alberto Gonzalez, Luc Richaud, Dušan Gabrijelčič, Amit Eytan, Valerio Gentile, Isidoros Kokos
Published in: CIRED 2021 Conference, 2022
Publisher: IEEE
DOI: 10.1049/icp.2021.1531

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

Author(s): Rémy Cleenwerck, Wouter Parys, Muhammad Andy Putratama, Jan Desmet, Thierry Coosemans
Published in: IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe), 2023, ISBN 979-8-3503-9679-9
Publisher: 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

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

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

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

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

Author(s): Coosemans, T., Parys, W., De Cauwer, C., Berecibar, M., Messagie, M.
Published in: Future Energy, Issue Green Energy and Technology, 2023, Page(s) 141–151
Publisher: Springer, Cham
DOI: 10.1007/978-3-031-33906-6_12

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