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Digital PLAtform and analytic TOOls for eNergy

Deliverables

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

D3.5-V2-Marketplace demonstrator and report

D35 PLATOON Marketplace prototype demonstrator and report M24 M30

Publications

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

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

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

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