This paper aims to design a based on artificial Intelligence of things (AIOT) system for monitoring wind turbines and predicting major faults. To achieve this system, have been identified the main parameters that must be followed. Considering these elements was proposed an intelligent solution based on cloud computing. The proposed AIOT system allows detection of wind turbine faults, including their prediction.