Sustainable resilient data-enabled offshore wind farm and control co-design

Project Information

SUDOCO

Grant agreement ID: 101122256

DOI

10.3030/101122256

EC signature date 21 August 2023

Start date 1 October 2023

End date 30 September 2027

Funded under

• Climate, Energy and Mobility

Total cost

€ 6 261 873,75

EU contribution

€ 6 261 873,75

Coordinated by

TECHNISCHE UNIVERSITEIT DELFT
Netherlands

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 (4)

Reference scenarios

This deliverable relates to T3.1 where the scenarios used for both economic and environmental model development will be defined. The report will describe scenarios for value function modelling including environmental and economic parameter space.

Economic value function model

This report will contain a control-friendly economic model for calculating wind farm revenue, COVE and other economic metrics. The work related to this deliverable is performed in T3.2 dealing with the control-friendly economic model development, verification and uncertainty quantification.

Baseline wind farms

This deliverable is related to T1.1 In this task we will define two baseline wind farms: 1) a small 9 turbine windfarm with 15MW reference turbines that is also used in CL-Windcon, 2) a rotor diameter scaled version of the HKN wind farm lay-out with 69 IEA 20MW turbines. We will perform baseline Large Eddy Simulations (LES) simulations using EllipSys3D for all the reference cases and for dedicated time-varying atmospheric flow cases. Moreover, wewill develop a generic wind farm controller interface that is platform- and language-agnostic, thereby allowing the validation of complicated and closed-loop wind farm control solutions in various high-fidelity simulation software solutions.This deliverable will describe two baseline wind farms and a database with the results of the benchmarks simulations.

Environmental value function model

This deliverable reports the work performed in T3.3 on the control-friendly environmental model development, verification, and uncertainty quantification. The report will present a control-friendly environmental model for calculating offset and own CO2 emissions.

Publications

Conference proceedings (11)

A novel metric to compare wind farm layouts and identify trends in the layout optimization problem

Author(s): Matteo Baricchio, Jenna Iori, null Thomas S. Lokken, null Pieter M.O. Gebraad, null Jan-Willem van Wingerden
Published in: Journal of Physics: Conference Series, Issue 3224, 2026, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/3224/3/032020

Tuning of a holistic synchronous multi-objective framework for wind farm flow control

Author(s): T S Lokken, M Baricchio, P M O Gebraad, A Guilloré, J W van Wingerden
Published in: Journal of Physics: Conference Series, Issue 3224, 2026, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/3224/3/032117

Dispatching wind farm control strategies based on marginal cost pricing

Author(s): Tim Dammann, René Bos, Wei Yu, Jan-Willem van Wingerden
Published in: Journal of Physics: Conference Series, Issue 3224, 2026, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/3224/6/062007

Steady-state evaluation of fatigue loads for the helix wake-mixing control method

Author(s): Daan van der Hoek, Tim Dammann, Matteo Baricchio, Jan-Willem van Wingerden
Published in: Journal of Physics: Conference Series, Issue 3224, 2026, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/3224/3/032102

An approximation of the optimal combined helix and yaw control for wind farm co-design applications

Author(s): Matteo Baricchio, Daan van der Hoek, Tim Dammann, Jenna Iori, null Pieter M.O. Gebraad, Jan-Willem van Wingerden
Published in: Journal of Physics: Conference Series, Issue 3224, 2026, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/3224/3/032019

An experimental investigation on wake mixing and steering techniques

Author(s): D Bortolin, S Tamaro, F Campagnolo, F V Mühle, M Manolesos, A Croce, C L Bottasso
Published in: Journal of Physics: Conference Series, Issue 3224, 2026, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/3224/3/032050

Towards a load surrogate model for low-frequency fatigue cycles in wind turbines

Author(s): A H Shah, A Vad, A Guilloré, C L Bottasso
Published in: Journal of Physics: Conference Series, Issue 3224, 2026, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/3224/6/062064

Validation of real-weather LES using SCADA data from a large modern offshore wind farm

Author(s): R de Jong, B M Doekemeijer, J J Kreeft, R A Verzijlbergh, J W van Wingerden
Published in: Journal of Physics: Conference Series, Issue 3224, 2026, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/3224/3/032003

Enhanced Wind Farm Performance via Active Wake Control: A Steady-State Approach

Author(s): Tim Dammann, Daan van der Hoek, Wei Yu, Jan-Willem van Wingerden
Published in: 2025 American Control Conference (ACC), 2025
Publisher: IEEE
DOI: 10.23919/ACC63710.2025.11107695

Balancing Actuation Penalties and Wake Recovery: The Efficacy of the Helix in Turbulent Inflows

Author(s): Tim Dammann, Wei Yu, Jan-Willem van Wingerden
Published in: Journal of Physics: Conference Series, Issue 3224, 2026, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/3224/3/032002

Benchmark Study on Rotor Performance, Wake Dynamics, and Atmospheric Boundary Layers using NREL SOWFA-6 and AMR-WIND

Author(s): Tim Dammann, Nirav Dangi, Jan-Willem Van Wingerden, Wei Yu
Published in: Journal of Physics: Conference Series, Issue 3016, 2025, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/3016/1/012034

Peer reviewed articles (16)

A dynamic open-source model to investigate wake dynamics in response to wind farm flow control strategies

Author(s): Becker, Marcus; Lejeune, Maxime; Chatelain, Philippe; Allaerts, Dries; Mudafort, Rafael; van Wingerden, Jan-Willem
Published in: Wind Energy Science, 2024, ISSN 2366-7621
Publisher: Copernicus
DOI: 10.5194/WES-10-1055-2025

Wake steering under inflow wind direction uncertainty: an LES study

Author(s): Emily Louise Hodgson; Søren Juhl Andersen
Published in: Wind Energy Science, 2025, ISSN 2366-7451
Publisher: Wind Energy Science
DOI: 10.5194/WES-2025-243

Profit-optimal data-driven operation of a hybrid power plant participating in energy markets

Author(s): A Anand, J Petzschmann, K Strecker, R Braunbehrens, A Kaifel, C L Bottasso
Published in: Journal of Physics: Conference Series, Issue 2767, 2024, ISSN 1742-6596
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/2767/9/092069

A novel engineering wake model for helix-actuated wind turbine wakes

Author(s): Tim Dammann, Daan van der Hoek, Wei Yu, Jan-Willem van Wingerden
Published in: Applied Energy, Issue 414, 2026, ISSN 0306-2619
Publisher: Elsevier BV
DOI: 10.1016/J.APENERGY.2026.127808

An initial study on the environmental value of wind farm control

Author(s): Kainz, Samuel; Guillore, Adrien; Anand, Abhinav; Bottasso, Carlo Luigi; Scherzl, Annamaria
Published in: Journal of Physics: Conference Series, 2025, ISSN 1742-6596
Publisher: IOP Publishing
DOI: 10.5281/ZENODO.14726254

Machine learning to rapidly predict turbine yaw angles for wake steering

Author(s): Andrew P. J. Stanley, Tim Mulder, Bart Doekemeijer, Jasper Kreeft
Published in: Journal of Physics: Conference Series, Issue 2767, 2024, ISSN 1742-6596
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/2767/8/082011

Impact of reliability parameters on O&M cost and greenhouse gas emissions of offshore wind farms

Author(s): Moritz Gräfe, Samuel Kainz, Azélice Ludot, Vasilis Pettas, Abhinav Anand, Carlo L. Bottasso
Published in: Journal of Physics: Conference Series, Issue 3131, 2025, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/3131/1/012034

First experimental results on lifetime-aware wind farm control

Author(s): R Braunbehrens, A Anand, F Campagnolo, C L Bottasso
Published in: Journal of Physics: Conference Series, Issue 2767, 2024, ISSN 1742-6596
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/2767/3/032042DOWNLOADARTICLEPDF

How do technological choices affect the economic and environmental performance of offshore wind farms?

Author(s): S Kainz, A Guilloré, C L Bottasso
Published in: Journal of Physics: Conference Series, Issue 2767, 2024, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/ISSN.1742-6596

Scaled testing of maximum-reserve active power control

Author(s): Simone Tamaro, Davide Bortolin, Filippo Campagnolo, Franz V. Mühle, Carlo L. Bottasso
Published in: Wind Energy Science, Issue 11, 2026, ISSN 2366-7451
Publisher: Copernicus GmbH
DOI: 10.5194/WES-11-1607-2026

Closed-loop coupling of a dynamic wake model with a wind inflow estimator

Author(s): J Di Cave, R Braunbehrens, J Krause, A Guilloré, C L Bottasso
Published in: Journal of Physics: Conference Series, Issue 2767, 2024, ISSN 1742-6596
Publisher: IOP Publishing Ltd.
DOI: 10.1088/1742-6596/2767/3/032034

A control-oriented load surrogate model based on sector-averaged inflow quantities: capturing damage for unwaked, waked, wake-steering and curtailed wind turbines

Author(s): A. Guillore, F. Campagnolo, and C. L. BottassoA. Guillore, F. Campagnolo, and C. L. Bottasso
Published in: Journal of Physics: Conference Series, Issue 2767, ISSN 1742-6596
Publisher: IOP Publishing Ltd.
DOI: 10.1088/1742-6596/2767/3/032019

Closed‐Loop Model‐Predictive Wind Farm Flow Control Under Time‐Varying Inflow Using FLORIDyn

Author(s): Marcus Becker, Maarten J. van den Broek, Dries Allaerts, Jan‐Willem van Wingerden
Published in: Wind Energy, Issue 28, 2025, ISSN 1095-4244
Publisher: Wiley
DOI: 10.1002/WE.70044

Wind farm inertia forecasting accounting for wake losses, turbine-level control strategies, and operational constraints

Author(s): Andre Thommessen, Abhinav Anand, Carlo L. Bottasso, Christoph M. Hackl
Published in: Wind Energy Science, Issue 11, 2026, ISSN 2366-7451
Publisher: Copernicus GmbH
DOI: 10.5194/WES-11-1399-2026

How do wind farm layout design, control and co-design optimization compare in mitigating external and internal wake effects?

Author(s): S Kainz, M Baricchio, J Quick, C L Bottasso
Published in: Journal of Physics: Conference Series, Issue 3224, 2026, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/3224/3/032039

Surrogate-Based Modeling and Sensitivity Analysis of Future European Electricity Spot Market Prices

Author(s): Julian Quick, Juan Pablo Murcia Leon, Polyneikis Kanellas, Sumanth Yamujala, Kaushik Das, Matti Juhani Koivisto
Published in: Electric Power Systems Research, Issue 237, ISSN 1873-2046
Publisher: Elsevier B.V.
DOI: 10.1016/J.EPSR.2024.110675