Lack of flexible power source results in the high wind curtailment rate in northern and western China. Meanwhile, many energy-intensive industrial loads such as the polysilicon production enterprises went bankrupt because of the high costs of huge electricity consumption. Constructing the high electricity consumption enterprises for local utilization of wind power is effective to alleviate the wind power curtailment problem, and the high cost of the electricity consumption for the industrial load production can be reduced correspondingly. Thus, a new wind power local utilization way that an isolated power grid driven by coal and wind power for poly silicon production is presented. However, without the power support from the bulk power system, frequency stability issue is critical for the industrial isolated power system. Based on the actual production process, a polysilicon load control method by adjusting the pieced voltage value and voltage piecing time is proposed for supplementary frequency regulation. The detailed polysilicon load characteristic model is established considering the constraints of cooling water flow rate and temperature so that the polysilicon production quality is not impacted by the load control. An actual isolated power grid with high wind power penetration is studied as the example case to verify the effectiveness of the proposed control strategy under different working conditions.