As a kind of clean, renewable energy, wind energy is integrated into the integrated energy system is one of the effective measures to solve the continuous depletion of primary energy, and it also meets the increasing energy saving and environmental protection needs. This paper researches the wind power generation system in an individual energy island system. It establishes a model for the wind power generation system directly driven by a permanent magnet by combining data and mechanism, including wind turbines, permanent magnet synchronous generators, and AC‐DC‐AC devices such as flow converters. Dual closed‐loop control strategies are adopted on both the machine side and the network side of the model. The model's applicability and effectiveness have been verified under the Simulink simulation platform, and the research indicates that the simulation system model meets the grid‐connected requirements.