Abstract: As there is abnormal or missing data in the process of collecting data for photovoltaic power plants, an interpolation method based on Pearson correlation coefficient is proposed. According to the Pearson correlation coefficient, the moments similar to the missing data is found in this method. Then the missing data is calculated based on the data at the similar moments. This method can effectively repair data with a higher accuracy, and make full use of the incomplete data.