Atmospheric Flow, Loads and pOwer for Wind energy

Informazioni relative al progetto

FLOW

ID dell’accordo di sovvenzione: 101084205

DOI

10.3030/101084205

Data della firma CE 21 Ottobre 2022

Data di avvio 1 Gennaio 2023

Data di completamento 31 Dicembre 2026

Finanziato da

• Climate, Energy and Mobility

Costo totale

€ 5 995 208,75

Contributo UE

€ 5 995 208,75

Coordinato da

DANMARKS TEKNISKE UNIVERSITET
Denmark

CORDIS fornisce collegamenti ai risultati finali pubblici e alle pubblicazioni dei progetti ORIZZONTE.

I link ai risultati e alle pubblicazioni dei progetti del 7° PQ, così come i link ad alcuni tipi di risultati specifici come dataset e software, sono recuperati dinamicamente da .OpenAIRE .

Risultati finali

Documents, reports (8)

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 (i.e., multi-dimensional 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.

Standardisation activities report

This deliverable will consist of a plan of standardization activities will be deployed and regularly monitored based on (i) the identification of key standards and regulation under FLOW’s technology innovation, (ii) monitoring of these and (iii) assessment about the creation of new standards/protocols including the main benefits generated in the project on technology scale-up. To ensure relevance and compliance of the project achievements, working meetings with key actors and a procedure for standards mapping and status check will be planned and implemented.

First update of Data Management Plan
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, semi-annuals digital newsletters, promotional videos, roll-ups 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).

Specialized training and courses report

Preparation and workplan for the open access training will be described in this deliverable. The training activities – including materials from specialised training courses on the FLOW forecasting tool. - within FLOW includes three main modules: The course includes i) an overview of the models in the FLOW tool and their computational efficiency and limitations; ii) training for using the FLOW tool for wind farm siting; and iii) training for using the FLOW uncertainty predictor and building your own uncertainty predictor with SCADA datasets. FLOW will engage stakeholders both from industry and academia as open science and open innovation best practices.

Meeting Plan for External Expert Advisory Board

EEAB members will be contacted and a plan will be delivered.

First update of PEDR

Other (3)

Update of FlowHUB database with both experimental and modelling data

Update of FlowHUB database with both experimental and modelling dataPartners will generate high quality datasets from new experiments focused on high-impact phenomena as well as gathering of existing datasets.

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

Pubblicazioni

Peer reviewed articles (16)

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

Autori: Abdul Haseeb Syed, Jakob Mann
Pubblicato in: Boundary-Layer Meteorology, Numero 190, 2024, ISSN 0006-8314
Editore: Springer Science and Business Media LLC
DOI: 10.1007/S10546-023-00850-W

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

Autori: Liqin Jin, Mauro Ghirardelli, Jakob Mann, Mikael Sjöholm, Stephan T. Kral, and Joachim Reuder
Pubblicato in: Atmospheric Measurement Techniques, Numero 1546, 2023, ISSN 1867-8610
Editore: 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

Autori: Bjarke T. E. Olsen; Andrea N. Hahmann; Nicolas G. Alonso-de-Linaje; Mark Žagar; Martin Dörenkämper
Pubblicato in: Geoscientific Model Development, Numero 18, 2025, ISSN 1991-9603
Editore: Copernicus Publications
DOI: 10.5194/GMD-18-4499-2025

Simulating low-frequency wind fluctuations

Autori: Abdul Haseeb Syed; Jakob Mann
Pubblicato in: Wind Energy Science, 2023, ISSN 2366-7451
Editore: 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

Autori: L. Lanzilao; J. Meyers
Pubblicato in: Journal of Fluid Mechanics, Numero 979, 2024, ISSN 1469-7645
Editore: Cambridge University Press
DOI: 10.1017/jfm.2023.1088

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

Autori: Koen Devesse, Sebastiano Stipa, Joshua Brinkerhoff, Dries Allaerts, Johan Meyers
Pubblicato in: Journal of Physics: Conference Series, Numero 2767, 2024, ISSN 1742-6588
Editore: IOP Publishing
DOI: 10.1088/1742-6596/2767/9/092079

Verification and Validation of Wind Farm Flow Models

Autori: Julian Quick, Rem-Sophia Mouradi, Koen Devesse, Antoine Mathieu, M. Paul Van Der Laan, Juan Pablo Murcia Leon, Jonas Schulte
Pubblicato in: Journal of Physics: Conference Series, Numero 2767, 2024, ISSN 1742-6588
Editore: IOP Publishing
DOI: 10.1088/1742-6596/2767/9/092074

Wind fields from atmospheric turbulence measurements

Autori: Jan Friedrich, Joachim Peinke
Pubblicato in: Journal of Physics: Conference Series, Numero 2507, 2023, ISSN 1742-6588
Editore: IOP Publishing
DOI: 10.1088/1742-6596/2507/1/012017

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

Autori: Jörge Schneemann, Frauke Theuer, Andreas Rott, Martin Kühn
Pubblicato in: Journal of Physics: Conference Series, Numero 3016, 2025, ISSN 1742-6588
Editore: 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?

Autori: Daniela Moreno; Jan Friedrich; Matthias Wächter; Jörg Schwarte; Joachim Peinke
Pubblicato in: Wind Energy Science, 2025, ISSN 2366-7451
Editore: Wind Energy Science
DOI: 10.5194/WES-2024-32

Revealing inflow and wake conditions of a 6MW floating turbine

Autori: Nikolas Angelou; Jakob Mann; Camille Dubreuil-Boisclair
Pubblicato in: Wind Energy Science, Numero 8, 2023, ISSN 2366-7451
Editore: Wind Energy Science
DOI: 10.5194/wes-8-1511-2023

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

Autori: Limas Coimbra, Isadora; Mann, Jakob; Palma, José Laginha; Batista, Vasco
Pubblicato in: Atmospheric Measurement Techniques, Numero 18, 2025, ISSN 1867-8548
Editore: EGUsphere
DOI: 10.5194/AMT-18-287-2025

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

Autori: Sebastiani, Alessandro; Bleeg, James; Peña, Alfredo
Pubblicato in: Wind Energy Science, 2023, ISSN 2366-7451
Editore: Wind Energy Science
DOI: 10.5194/WES-2023-34

Turbulence structure in a boundary layer wind tunnel

Autori: Xiaonan Wang, Hui Liu, Mingshui Li, Jakob Mann, Shaopeng Li
Pubblicato in: Physics of Fluids, Numero 37, 2025, ISSN 1070-6631
Editore: AIP Publishing
DOI: 10.1063/5.0246592

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

Autori: J Bleeg, P Vishwakarma, M Del Hoyo and L Simmons
Pubblicato in: Journal of Physics: Conference Series, Numero 2767, 2024, ISSN 1742-6596
Editore: 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

Autori: Andrew Kirby; Takafumi Nishino; Luca Lanzilao; Thomas D. Dunstan; Johan Meyers
Pubblicato in: Wind Energy Science, 2024, ISSN 2366-7451
Editore: Wind Energy Science
DOI: 10.5194/WES-2024-79

Other (2)

A meso-micro atmospheric perturbation model for wind farm blockage

Autori: Devesse, Koen; Lanzilao, Luca; Meyers, Johan
Pubblicato in: Fluid Dynamics, 2023
Editore: Cornell University - Fluid Dynamics
DOI: 10.48550/arxiv.2310.18748

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

Autori: Bjarke Tobias Eisensøe Olsen; Andrea Noemi Hahmann; Nicolás González Alonso-de-Linaje; Mark Žagar; Martin Dörenkämper
Pubblicato in: eISSN:, 2024
Editore: Copernicus Publications
DOI: 10.5194/EGUSPHERE-2024-3123

Conference proceedings (1)

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

Autori: Sanz Rodrigo, Javier; Oxley, G.; Tobias Olsen, Bjarke
Pubblicato in: Journal of Physics: Conference Series, Numero 2767, 2024
Editore: The Science of Making Torque from Wind
DOI: 10.1088/1742-6596/2767/9/092077