Parameter Estimation of Wind Turbines With PMSM Using Cubature Kalman Filters
This paper presents a parameter estimation technique for a variable speed wind turbine with permanent magnet synchronous generator and back to back voltage source converter. The proposed technique applies the cubature Kalman filter for the joint estimation of the system dynamic state and a modified set of parameters from which the original model parameters can be algebraically recovered. To the authors knowledge, this work is the first attempt to apply such an innovative technique to a PMSM detailed estimation model including the control parameters of the voltage source converter.
IEEE Transactions on Power Systems