Intelligent systems for autonomous wind power plant operations

Project Information

IntelliWind

Grant agreement ID: 101168725

DOI

10.3030/101168725

EC signature date 10 July 2024

Start date 1 September 2024

End date 31 August 2028

Funded under

• Marie Skłodowska-Curie Actions (MSCA)

Total cost

No data

EU contribution

€ 4 020 451,20

Coordinated by

DANMARKS TEKNISKE UNIVERSITET
Denmark

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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

Websites, patent fillings, videos etc. (1)

Website

Website presenting the project and the participating organisations. Domain and hosting selection, website development and publishing of first version.

Publications

Peer reviewed articles (6)

Blade monitoring for fatigue estimation and prediction: a focus on preprocessing strain measurements

Author(s): N Pinon, A Biscaya, J Santos, F Magalhães
Published in: Journal of Physics: Conference Series, Issue 3224, 2026, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/3224/6/062059

Load constrained wind farm flow control through multi-objective multi-agent reinforcement learning

Author(s): Teodor Åstrand, Marcus Binder Nilsen, Iasonas Tsaklis, Tuhfe Göçmen, Pierre-Elouan Réthoré, Nikolay Dimitrov
Published in: Journal of Physics: Conference Series, Issue 3224, 2026, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/3224/3/032065

WindGym: A Reinforcement Learning Environment for Wind Farm Control

Author(s): Marcus Binder Nilsen, Julian Quick, Teodor Olof Benedict Åstrand, Ernestas Simutis, Pierre-Elouan Mikael Réthoré
Published in: Journal of Open Source Software, Issue 11, 2026, ISSN 2475-9066
Publisher: The Open Journal
DOI: 10.21105/JOSS.09946

Combination of turbine-specific and neighbor-based power prediction for accurate and robust under-performance diagnosis

Author(s): G Chopard, N Dimitrov, N Girard, P Poncet, A Kolios
Published in: Journal of Physics: Conference Series, Issue 3224, 2026, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/3224/6/062065

Learning Degradation Dynamics from Incomplete Trajectories and Failure Statistics

Author(s): Tobias Heinzle, Daniel Straub
Published in: Journal of Physics: Conference Series, Issue 3224, 2026, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/3224/6/062043

Manufacturing Quality–Informed Prognostics: A Novel Approach to Past Uncertainty Management

Author(s): Benjamin Brito Schiele, Julie Teuwen, Nick Eleftheroglou
Published in: PHM Society European Conference, Issue 9, 2026, ISSN 2325-016X
Publisher: PHM Society
DOI: 10.36001/PHME.2026.V9I1.4992