Troubleshooting Inverse Problem with PINNs for Wind Turbine Aerodynamics using NeuralPDE.jl

[Alvaro98]

I attach below the link to the new topic:

Challenges in Estimating Wind Turbine Controller Using Universal Differential Equations (UDE) Approach

Hello all, As part of my PhD work, I’m applying the Universal Differential Equations (UDE) approach seen in Automatically Discover Missing Physics by Embedding Machine Learning into Differential Equations · Overview of Julia's SciML to estimate the controller of a wind turbine. I’m using a simple aerodynamic model with three states (rotor speed wr, generator torque Tg and blade pitch β) and one exogenous input (the wind speed vr). I lack knowledge of the controllers responsible for computing th…