Abstract: This paper presents a novel wind farm Laguerre function based nonlinear model predictive control（NLMPC） coordinated controller for the wake loss reduction and the power capture optimization.According to the NLMPC with the dynamic wake model,the controller can increase the farm power efficiently by regulating all wind turbine generators（WTGs） in the farm.In the controller,predicted effective wind speed error correction was proposed to compensate the predictive model mismatch and Laguerre functions were introduced for reducing the burden of receding horizon optimization.The controller robust performance for the very-short term wind speed forecasting,which is critical for the practical application,was discussed.Simulation study shows that,the wind farm coordinated controller can increase the farm total power effectively in different wind conditions and reduce the time of receding horizon optimization.In addition,the controller has robust performance to the predictive model mismatch and free wind speed forecasting error.