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Wind energy cost minimization by wind turbine control adaptation to wind farm flow control

ABG-131397 Sujet de Thèse
24/04/2025 Contrat doctoral
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IFP Energies nouvelles
Lyon - Auvergne-Rhône-Alpes - France
Wind energy cost minimization by wind turbine control adaptation to wind farm flow control
  • Mathématiques
Wind turbines, Wind farms, Control, Estimation, Optimal Control, Optimization, Predictive control

Description du sujet

Wind energy demands significant space, leading to the grouping of wind turbines into farms with an increasing number of turbines. A drawback of densely packed wind farms is the aerodynamic interference between turbines, causing wake losses. To mitigate these losses, it is possible to slightly control, at least partially, the wind flow within the farm by acting on the aerodynamics of the turbine rotors, thereby modifying their wakes. This approach is known as wind farm control.

A barrier to the development of farm control on commercial wind farms is the concern about potential turbine damage from operating them under conditions which they were not designed for. This concern applies to both the actuated turbines, which may, for example, operate misaligned with the wind direction or underproduce, and to the non-actuated turbines situated in the wake of others, as they will experience altered wakes. The objective of this thesis is to study how individual turbine control can be adapted to minimize turbine deterioration under the aforementioned conditions, while setting a global objective of minimizing the cost of energy for the entire farm. This work will be conducted under the joint supervision of IFPEN and GIPSA-Lab. It follows a thesis on wind turbine control aimed at managing a fatigue trade-off between several turbine components, and several theses and studies on wind farm control. The student will develop optimal control and observation strategies, aiming at adapting control parameters to effectively minimize a criterion corresponding to the cost of wind energy. The outcomes of the thesis could eventually lead, if sufficiently advanced, to tests on a reduced-scale wind farm in a wind tunnel.

Prise de fonction :

03/11/2025

Nature du financement

Contrat doctoral

Précisions sur le financement

Présentation établissement et labo d'accueil

IFP Energies nouvelles

IFP Energies nouvelles is a French public-sector research, innovation and training center. Its mission is to develop efficient, economical, clean and sustainable technologies in the fields of energy, transport and the environment. For more information, see our WEB site.

IFPEN offers a stimulating research environment, with access to first in class laboratory infrastructures and computing facilities. IFPEN offers competitive salary and benefits packages. All PhD students have access to dedicated seminars and training sessions. For more information, please see our dedicated WEB pages.

Profil du candidat

Academic requirements    University Master degree mathematics or mechanical engineering 
Language requirements    Fluency in French or English, willingness to learn French
Other requirements    Control systems, optimization, signal processing

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