In this master thesis, the problem of diagnosis an fault-tolerant control of wind turbines will be addressed using Takagi-Sugeno models. Takagi-Sugeno models allow to consider non-linear systems in a linear-like manner by defining a family of models that are scheduled with respect to the operating condition. In the case of the wind turbines, the operating condition is established by the wind.