Digital PLAtform and analytic TOOls for eNergy

Project Information

PLATOON

Grant agreement ID: 872592

DOI

10.3030/872592

Project closed

EC signature date 6 November 2019

Start date 1 January 2020

End date 31 December 2022

Funded under

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT)

Total cost

€ 11 457 308,58

EU contribution

€ 9 998 445,00

Coordinated by

ENGIE
France

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Documents, reports (31)

D7.1-Open Call Package of Documents, Call 1

D7.1 - Open Call Package of Documents, Call 1 & Call 2 (M12/M21)

D2.4-V2-Unified Knowledge Base Creation

D24 The PLATOON Unified Knowledge Base Creation M12 M27

D7.5-Report on Networking activities

D7.5 - Report on Networking activities (M18, M36)

D8.5-Report on interoperability framework standardisation

D85 Report on interoperability framework standardisation M36

D7.5-V2-Report on Networking activities

D75 Report on Networking activities M18 M36

D8.2-Market and stakeholder analysis

D8.2 - Market and stakeholder analysis (M12)

D3.1-Data governance, security and privacy requirements for the energy sector

D3.1 Data governance, security and privacy requirements for the energy sector (M12)

D2.1-PLATOON Reference Architecture

D21 PLATOON Reference Architecture M12 M27

D1.4-Report on Legal & Ethics requirements

D14 Report on Legal Ethics requirements M06

D7.4-Report on Technology Transfer Programme

D74 Report on Technology Transfer Programme M36

D1.2-Report on requirements for open, secure and flexible communication and coordination in energy value chain

D1.2 - Report on requirements for open, secure and flexible communication and improved coordination in energy value chain (M06)

D6.1-LSP implementation strategy and validation plan

D61 Report on LSP implementation strategy and validation plan M12 M24

D2.3-Common data models for energy

D23 PLATOON common data models for energy M12 M27

D1.1-Report on business case definition, requirements and KPIs

D1.1 - Report on business case definition, requirements and KPIs (M06)

D7.1-V2-Open Call Package of Documents, Call 2

D71 Open Call Package of Documents Call 1 Call 2 M12M21

D5.5-Integration and Testing Results

D55 Integration and Testing Results M27

D2.3-V2-Common data models for energy

D23 PLATOON common data models for energy M12 M27

D6.5-Evaluation and validation report

D65 Evaluation and validation report M30 M36

D7.3-PLATOON Community Portal

D7.3 - PLATOON Community Portal (M18)

D1.3-Report on platform requirements

D1.3 - Report on platform requirements (M06)

D2.4-Unified Knowledge Base Creation

D24 The PLATOON Unified Knowledge Base Creation M12 M27

D8.1-Impact assessment of big data and advanced analytics for energy services

D8.1 - Impact assessment of big data and advanced analytics for energy services (M12)

D2.1-V2-PLATOON Reference Architecture

D21 PLATOON Reference Architecture M12 M27

D6.1-V2-LSP implementation strategy and validation plan

D61 Report on LSP implementation strategy and validation plan M12 M24

D9.3-V2-Dissemination and Communication Report

D93 Dissemination and Communication Report M12 M24 M36

D9.3-Dissemination and Communication Report

D93 Dissemination and Communication Report M12 M24 M36

D9.1-Dissemination and Communication Strategy plan

D9.1 Dissemination and Communication Strategy (M03)

D2.2-V2-Open API specifications

D22 PLATOON Open API specifications M12 M27

D6.5-V2-Evaluation and validation report

D65 Evaluation and validation report M30 M36

D2.2-Open API specifications

D2.2 - PLATOON Open API specifications (M12, M27)

D9.3-V3-Dissemination and Communication Report

D93 Dissemination and Communication Report M12 M24 M36

Other (9)

D5.3-Harmonisation and Knowledge Extraction Services

D5.3 - PLATOON Harmonisation and Knowledge Extraction Services (M27)

D3.4-Open-source data connector

D3.4 PLATOON open-source data connector (M20, 30)

D5.4-Energy Analytics dashboard for business analysts

D5.4 - Energy Analytics dashboard for business analysts (M27)

D5.1-PLATOON reference architecture implementation

D5.1 - PLATOON reference architecture implementation (M27)

D5.2-Middleware for heterogeneous services in the smart grid

D5.2 - Middleware for heterogeneous services in the smart grid (M27)

D9.2-Website update, materials

D9.2 Website update, materials (M04)

D3.3-Open-source data broker

D3.3 PLATOON open-source data broker (M16, M30)

D3.3-V2-Open-source data broker

D3.3 PLATOON open-source data broker (M16, M30)

D3.4-V2-Open-source data connector

D3.4 PLATOON open-source data connector (M20, M30)

Demonstrators, pilots, prototypes (2)

D3.5-Marketplace demonstrator and report

D3.5 PLATOON Marketplace prototype demonstrator and report (M24, M30).

D3.5-V2-Marketplace demonstrator and report

D35 PLATOON Marketplace prototype demonstrator and report M24 M30

Publications

Conference proceedings (15)

Analyzing a Knowledge Graph of Industry 4.0 Standards

Author(s): Irlán Grangel-González, Maria Esther Vidal
Published in: Companion Proceedings of the Web Conference 2021, Issue 19 April 2021, 2021, Page(s) 16-25, ISBN 9781450383134
Publisher: ACM
DOI: 10.1145/3442442.3453542

Integrated Energy Value Chains – Overview of Challenges and Technologies

Author(s): Valentina Janev, Marko Batić, Nikola Tomašević
Published in: Proc. of the 3rd International Scientific-Professional Conference Circular and Bioeconomics – CIBEK 21, 2021
Publisher: School of Engineering Management

Condition Monitoring of Wind Turbines and Extraction of Healthy Training Data Using and Ensemble of Advanced Statistical Anomaly Detection Models

Author(s): Xavier Chesterman, Timothy Verstraeten, Pieter-Jan Daems, Ann Nowé, Jan Helsen
Published in: Proceedings of the Annual Conference of PHM Society 2021, 2021, ISBN 978-1-936263-35-6
Publisher: Annual Conference of the PHM Society
DOI: 10.36001/phmconf.2021.v13i1.2980

DistRDF2ML - Scalable Distributed In-Memory Machine Learning Pipelines for RDF Knowledge Graphs

Author(s): Carsten Felix Draschner; Claus Stadler; Farshad Bakhshandegan Moghaddam; Jens Lehmann; Hajira Jabeen
Published in: CIKM, Issue 1, 2021, Page(s) 4465–4474
Publisher: Association for Computing Machinery
DOI: 10.1145/3459637.3481999

Reuse of Semantic Models for Emerging Smart Grids Applications

Author(s): Janev, Valentina; Popadi��, Du��an; Puji��, Dea; Vidal, Maria Esther; Endris, Kemele
Published in: ISOS Conference Proceedings Series, Issue 1, 2021, Page(s) 119-123, ISBN 978-86-85525-24-7
Publisher: Information Society of Serbia - ISOS
DOI: 10.48550/arxiv.2107.06999

DistAD - A Distributed Generic Anomaly Detection Framework over Large KGs

Author(s): Farshad Bakhshandegan Moghaddam, Jens Lehmann, Hajira Jabeen
Published in: IEEE International Conference on SEMANTIC COMPUTING (ICSC), 2022, ISBN 978-1-6654-3418-8
Publisher: IEEE
DOI: 10.1109/icsc52841.2022.00047

EABlock: A Declarative Entity Alignment Block for Knowledge Graph Creation Pipelines

Author(s): Samaneh Jozashoori, Ahmad Sakor, Enrique Iglesias, Maria-Esther Vidal
Published in: SAC '22: Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 2022, ISBN 978-1-4503-8713-2
Publisher: Association for Computing Machiner
DOI: 10.1145/3477314.3507132

Literal2Feature: An Automatic Scalable RDF Graph Feature Extracto

Author(s): Farshad Bakhshandegan Moghaddam, Carsten Draschner, Jens Lehmann, Hajira Jabeen
Published in: SEMANTiCS 2021, Issue Yearly, 2021, Page(s) 74-88
Publisher: IOS Press
DOI: 10.3233/ssw210036

DistSim - Scalable Distributed in-Memory Semantic Similarity Estimation for RDF Knowledge Graphs

Author(s): Carsten Felix Draschner, Jens Lehmann, Hajira Jabeen
Published in: 2021 IEEE 15th International Conference on Semantic Computing (ICSC), 2021, Page(s) 333-336, ISBN 978-1-7281-8899-7
Publisher: IEEE
DOI: 10.1109/icsc50631.2021.00062

Ethical and Sustainability Considerations for Knowledge Graph based Machine Learning

Author(s): Carsten Felix Draschner, Hajira Jabeen, Jens Lehmann
Published in: IEEE Fifth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE), 2022, ISBN 978-1-6654-7120-6
Publisher: IEEE
DOI: 10.1109/aike55402.2022.00015

Reuse of Semantic Models for Emerging Smart Grids Applications

Author(s): Valentina Janev, Dea Pujic, Dušan Popadić, Maria Esther Vidal, Kemele Endris
Published in: Proceedings of the 11th International Conference on Information Society and Technology, Issue ISOS Conference Proceedings Series, 2021, ISBN 978-86-85525-24-7
Publisher: Information Society of Serbia - ISOS

Towards a Solution for an Energy Knowledge Graph

Author(s): Dušan Popadić, Enrique Iglesias, Ahmad Sakor, Valentina Janev, Maria-Esther Vidal
Published in: Semantic-Intelligence Conference ISIC 2022, Issue Semantic Intelligence- Springer Nature (in print), 2023, ISBN 978-981-19-7125-9
Publisher: Springer

Electricity Balancing: Challenges and Perspectives

Author(s): Valentina Janev and Goran Jakupović
Published in: 2020 28th Telecommunications Forum (TELFOR), 2020, ISBN 978-1-6654-0500-3
Publisher: IEEE
DOI: 10.1109/telfor51502.2020.9306549

Managing Knowledge in Energy Data Spaces

Author(s): Valentina Janev, Maria Esther Vidal, Kemele Endris, Dea Pujic
Published in: Companion Proceedings of the Web Conference 2021, Issue 19 April 2021, 2021, Page(s) 7-15, ISBN 9781450383134
Publisher: ACM
DOI: 10.1145/3442442.3453541

SimE4KG - Explainable Distributed multi-modal Semantic Similarity Estimation for Knowledge Graphs

Author(s): Carsten Felix Draschner, Hajira Jabeen, Jens Lehmann
Published in: IEEE Fifth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE), 2022, ISSN 2831-7203
Publisher: IEEE
DOI: 10.1109/aike55402.2022.00007

Peer reviewed articles (9)

Responsible Knowledge Management in Energy Data Ecosystems

Author(s): Valentina Janev, Maria-Esther Vidal, Dea Pujic, Dusan Popadic, Enrique Iglesias, Ahmad Sakor, Andrej Campa
Published in: Energies, Issue 15,11, 2022, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en15113973

Scaling Up Knowledge Graph Creation to Large and Heterogeneous Data Sources

Author(s): Enrique Iglesias, Samaneh Jozashoori, Maria-Esther Vidal
Published in: Journal of Web Semantics, 2023, ISSN 1570-8268
Publisher: Elsevier BV
DOI: 10.1016/j.websem.2022.100755

The detection of generator bearing failures on wind turbines using machine learning-based anomaly detection

Author(s): Xavier Chesterman, Timothy Verstraeten, Pieter-Jan Daems, Fabian Perez Sanjines, Ann Nowé, Jan Helsen
Published in: Journal of Physics: Conference Series, 2022, ISSN 1742-6596
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/2265/3/032066

A Selective Ensemble Approach for Accuracy Improvement and Computational Load Reduction in ANN-Based PV Power Forecasting

Author(s): Alfredo Nespoli; Sonia Leva; Marco Mussetta; Emanuele Giovanni Carlo Ogliari
Published in: Crossref, Issue 1, 2022, Page(s) 32900 - 32911, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2022.3158364

Efficient semantic summary graphs for querying large knowledge graphs

Author(s): Emetis Niazmand, Gezim Sejdiu, Damien Graux, Maria-Esther Vidal
Published in: International Journal of Information Management Data Insights, 2022, Page(s) 100082, ISSN 2667-0968
Publisher: ScienceDirect
DOI: 10.1016/j.jjimei.2022.100082

Geolog: Scalable Logic Programming on Spatial Data

Author(s): Tobias Grubenmann; Jens Lehmann
Published in: ICLP Technical Communications 2021, Issue 1, 2021, Page(s) 191-204, ISSN 2075-2180
Publisher: EPTCS
DOI: 10.48550/arxiv.2109.08295

Hybrid-Model-Based Digital Twin of the Drivetrain of a Wind Turbine and Its Application for Failure Synthetic Data Generation

Author(s): Ainhoa Pujana, Miguel Esteras Eugenio Perea, Erik Maqueda and Philippe Calvez
Published in: Energies, 2023, Page(s) 861, ISSN 1996-1073
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/en16020861

A deep boosted transfer learning method for wind turbine gearbox fault detection

Author(s): Faras Jamil, Timothy Verstraeten, Ann Nowé, Cédric Peeters, Jan Helsen
Published in: Renewable Energy, Issue Volume 197, 2022, Page(s) 331-341, ISSN 0960-1481
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.renene.2022.07.117

Advanced Edge-Cloud Computing Framework for Automated PMU-Based Fault Localization in Distribution Networks

Author(s): Denis Sodin, Urban Rudež, Marko Mihelin, Miha Smolnikar, Andrej Čampa
Published in: Applied Sciences, Issue 11/7, 2021, Page(s) 3100, ISSN 2076-3417
Publisher: MDPI
DOI: 10.3390/app11073100

Book chapters (1)

Semantic Intelligence in Big Data Applications

Author(s): Valentina Janev
Published in: Chapter 4 in the Book: Sarika Jain, San Murugesan (Eds.) The Smarter Web - Technologies and Applications Shaping the Future. Springer Nature Switzerland AG, 2021
Publisher: Springer Nature Switzerland AG