An open-source Python-based tool for Mann turbulence generation with constraints and non-Gaussian capabilities
N Dimitrov, M Pedersen… - Journal of Physics …, 2024 - iopscience.iop.org
This study presents Hipersim, an efficient, open-source, Python-based turbulence box
generation tool. Hipersim combines Mann turbulence generation, application of constraints …
generation tool. Hipersim combines Mann turbulence generation, application of constraints …
Wind Farm Control Optimisation Under Load Constraints Via Surrogate Modelling
In the field of wind farm control, wake steering has shown the potential to increase the power
output of a wind farm by deflecting wakes away from downstream turbines. However, in …
output of a wind farm by deflecting wakes away from downstream turbines. However, in …
Flexible multi-fidelity framework for load estimation of wind farms through graph neural networks and transfer learning
G Duthé, F de N Santos, I Abdallah… - Data-Centric …, 2024 - cambridge.org
With global wind energy capacity ramping up, accurately predicting damage equivalent
loads (DELs) and fatigue across wind turbine populations is critical, not only for ensuring the …
loads (DELs) and fatigue across wind turbine populations is critical, not only for ensuring the …
A control-oriented load surrogate model based on sector-averaged inflow quantities: capturing damage for unwaked, waked, wake-steering and curtailed wind …
A Guilloré, F Campagnolo… - Journal of Physics …, 2024 - iopscience.iop.org
This paper presents a novel approach to constructing a load surrogate model. The surrogate
estimates the damage equivalent loads (DELs) of a wind turbine of a given type regardless …
estimates the damage equivalent loads (DELs) of a wind turbine of a given type regardless …