The current research proposes the idea to increase the utilization rate of renewable energy of the wind power generation system by using thin-film solar cells to reduce the dependence on climate in the wind power generation system. The thin-film solar cell is attached to the surface of a wind generator blade by using a reasonable method, and the wind generator blade can operate not only as the blade itself but also as a thin-film solar cell. Also, the main body of the wind generator (WG) constructed and designed to obtain the energy generated by the thin-film type solar cell attached to the rotating wind generator (WG) blade. This paper proposed the drive scheme and control structure for increasing power generation to the maximum by utilizing renewable energy depending on climate change in the wind generation system with solar cells. The proposed idea, the corresponding system structure, and the drive scheme and control structure according to climate change shows that it can simultaneously generate electrical power using wind and solar energy in one device. And it shows that output characteristics of the thin-film solar cell by satisfying the cooling condition can improve. Also, to establish the reliability and accuracy of numerical solutions, the obtained results are compared with the corresponding numerical and experimental data