Atmospheric Flow, Loads and pOwer for Wind energy

Project Information

FLOW

Grant agreement ID: 101084205

DOI

10.3030/101084205

EC signature date 21 October 2022

Start date 1 January 2023

End date 31 December 2026

Funded under

• Climate, Energy and Mobility

Total cost

€ 5 995 208,75

EU contribution

€ 5 995 208,75

Coordinated by

DANMARKS TEKNISKE UNIVERSITET
Denmark

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 (5)

Representation of inflow and wind turbine data structure and associated file format

Common file format and data structure to represent flow input and wind turbine representation ie multidimensional power thrust and load surrogate models will be decided This will allow to simplify model interfacing in the wind farm flow prediction tool developed within FLOW

Data Management Plan

The DMP will determine how research data will be handled and shared during the project and after its completion considering the implementation of open science practices

PEDR – Plan for Exploitation and Dissemination of Results

The report will describe the internal rules and procedures for project dissemination of results including the identification and analysis of potential external activities in which FLOW members could participate In PEDR it will include the communication materials to be used throughout the project duration including project branding setup logo motto and templates for external communication documents digital brochures semiannuals digital newsletters promotional videos rollups and digital posters To support project dissemination it will be continuously monitored online channels project website with all relevant information about the project updates outcomes publication of deliverables and announcements LinkedIn page for regular communication Twitter to announce key achievements and internal events including conferences and the final workshop

Meeting Plan for External Expert Advisory Board

EEAB members will be contacted and a plan will be delivered

First update of PEDR

Other (2)

FlowHUB database with both experimental and modelling data

Partners will generate high quality datasets from new experiments focused on high-impact phenomena as well as gathering of existing datasets.

Release of the open-source wind farm flow prediction tool, based on python interfacing of ML, engineering, and CFD models with commonly defined modelling standards

An open-source wind farm flow prediction tool, allowing to interface and benchmark different codes and libraries, is released. The tool will offer three levels of fidelities, ranging from Machine Learning model, to engineering, and CFD models.

Demonstrators, pilots, prototypes (1)

Data formats for sensitive data determined

Categorization of the data types and definition of necessary processing steps to accommodate various levels of data confidentiality

Publications

Peer reviewed articles (18)

A Model for Low-Frequency, Anisotropic Wind Fluctuations and Coherences in the Marine Atmosphere

Author(s): Abdul Haseeb Syed, Jakob Mann
Published in: Boundary-Layer Meteorology, Issue 190, 2024, ISSN 0006-8314
Publisher: Springer Science and Business Media LLC
DOI: 10.1007/S10546-023-00850-W

Rotary-wing drone-induced flow – comparison of simulations with lidar measurements

Author(s): Liqin Jin, Mauro Ghirardelli, Jakob Mann, Mikael Sjöholm, Stephan T. Kral, and Joachim Reuder
Published in: Atmospheric Measurement Techniques, Issue 1546, 2023, ISSN 1867-8610
Publisher: Egusphere
DOI: 10.5194/EGUSPHERE-2023-1546

Low-level jets in the North and Baltic seas: mesoscale model sensitivity and climatology using WRF V4.2.1

Author(s): Bjarke T. E. Olsen; Andrea N. Hahmann; Nicolas G. Alonso-de-Linaje; Mark Žagar; Martin Dörenkämper
Published in: Geoscientific Model Development, Issue 18, 2025, ISSN 1991-9603
Publisher: Copernicus Publications
DOI: 10.5194/GMD-18-4499-2025

Simulating low-frequency wind fluctuations

Author(s): Abdul Haseeb Syed; Jakob Mann
Published in: Wind Energy Science, 2023, ISSN 2366-7451
Publisher: European Academy of Wind Energy
DOI: 10.5194/WES-2023-142

A parametric large-eddy simulation study of wind-farm blockage and gravity waves in conventionally neutral boundary layers

Author(s): L. Lanzilao; J. Meyers
Published in: Journal of Fluid Mechanics, Issue 979, 2024, ISSN 1469-7645
Publisher: Cambridge University Press
DOI: 10.1017/jfm.2023.1088

Physics of Fluids

Author(s): Xiaonan Wang; Hui Liu; Mingshui Li; Jakob Mann; Shaopeng Li
Published in: Physics of Fluids, 2025, ISSN 1070-6631
Publisher: AIP Publishing
DOI: 10.1063/5.0246592

Comparing methods for coupling wake models to an atmospheric perturbation model in WAYVE

Author(s): Koen Devesse, Sebastiano Stipa, Joshua Brinkerhoff, Dries Allaerts, Johan Meyers
Published in: Journal of Physics: Conference Series, Issue 2767, 2024, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/2767/9/092079

Verification and Validation of Wind Farm Flow Models

Author(s): Julian Quick, Rem-Sophia Mouradi, Koen Devesse, Antoine Mathieu, M. Paul Van Der Laan, Juan Pablo Murcia Leon, Jonas Schulte
Published in: Journal of Physics: Conference Series, Issue 2767, 2024, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/2767/9/092074

A model for low-frequency, anisotropic wind fluctuations and coherences in the marine atmosphere

Author(s): Abdul Haseeb Syed; Jakob Mann
Published in: Boundary-Layer Meteorology, Issue 190, 2024, ISSN 1573-1472
Publisher: Springer
DOI: 10.1007/s10546-023-00850-w

Wind fields from atmospheric turbulence measurements

Author(s): Jan Friedrich, Joachim Peinke
Published in: Journal of Physics: Conference Series, Issue 2507, 2023, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/2507/1/012017

Measurement of flow deflection effects around an offshore wind farm caused by global blockage

Author(s): Jörge Schneemann, Frauke Theuer, Andreas Rott, Martin Kühn
Published in: Journal of Physics: Conference Series, Issue 3016, 2025, ISSN 1742-6588
Publisher: IOP Publishing
DOI: 10.1088/1742-6596/3016/1/012012

Periods of constant wind speed: How long do they last in the turbulent atmospheric boundary layer?

Author(s): Daniela Moreno; Jan Friedrich; Matthias Wächter; Jörg Schwarte; Joachim Peinke
Published in: Wind Energy Science, 2025, ISSN 2366-7451
Publisher: Wind Energy Science
DOI: 10.5194/WES-2024-32

Revealing inflow and wake conditions of a 6MW floating turbine

Author(s): Nikolas Angelou; Jakob Mann; Camille Dubreuil-Boisclair
Published in: Wind Energy Science, Issue 8, 2023, ISSN 2366-7451
Publisher: Wind Energy Science
DOI: 10.5194/wes-8-1511-2023

Exploring dual-lidar mean and turbulence measurements over Perdigão's complex terrain

Author(s): Limas Coimbra, Isadora; Mann, Jakob; Palma, José Laginha; Batista, Vasco
Published in: Atmospheric Measurement Techniques, Issue 18, 2025, ISSN 1867-8548
Publisher: EGUsphere
DOI: 10.5194/AMT-18-287-2025

A method to correct for the effect of blockage and wakes on power performance measurements

Author(s): Sebastiani, Alessandro; Bleeg, James; Peña, Alfredo
Published in: Wind Energy Science, 2023, ISSN 2366-7451
Publisher: Wind Energy Science
DOI: 10.5194/WES-2023-34

Turbulence structure in a boundary layer wind tunnel

Author(s): Xiaonan Wang, Hui Liu, Mingshui Li, Jakob Mann, Shaopeng Li
Published in: Physics of Fluids, Issue 37, 2025, ISSN 1070-6631
Publisher: AIP Publishing
DOI: 10.1063/5.0246592

The impact of blockage and wakes on seven power performance tests conducted at two wind farms

Author(s): J Bleeg, P Vishwakarma, M Del Hoyo and L Simmons
Published in: Journal of Physics: Conference Series, Issue 2767, 2024, ISSN 1742-6596
Publisher: IOP Publishing Ltd
DOI: 10.1088/1742-6596/2767/4/042026

Turbine- and farm-scale power losses in wind farms: an alternative to wake and farm blockage losses

Author(s): Andrew Kirby; Takafumi Nishino; Luca Lanzilao; Thomas D. Dunstan; Johan Meyers
Published in: Wind Energy Science, 2024, ISSN 2366-7451
Publisher: Wind Energy Science
DOI: 10.5194/WES-2024-79

Other (2)

A meso-micro atmospheric perturbation model for wind farm blockage

Author(s): Devesse, Koen; Lanzilao, Luca; Meyers, Johan
Published in: Fluid Dynamics, 2023
Publisher: Cornell University - Fluid Dynamics
DOI: 10.48550/arxiv.2310.18748

Low-level jets in the North and Baltic Seas: Mesoscale Model Sensitivity and Climatology

Author(s): Bjarke Tobias Eisensøe Olsen; Andrea Noemi Hahmann; Nicolás González Alonso-de-Linaje; Mark Žagar; Martin Dörenkämper
Published in: eISSN:, 2024
Publisher: Copernicus Publications
DOI: 10.5194/EGUSPHERE-2024-3123

Conference proceedings (1)

FLOW-Alaiz benchmark for coupled terrain and array interaction flow models. Baseline Results

Author(s): Sanz Rodrigo, Javier; Oxley, G.; Tobias Olsen, Bjarke
Published in: Journal of Physics: Conference Series, Issue 2767, 2024
Publisher: The Science of Making Torque from Wind
DOI: 10.1088/1742-6596/2767/9/092077