Power system based on renewable energy is the development direction of power system of China. To further boost the development of China's power industry, the digital transformation of power industry is underway. This study examined the panorama of digital transformation of power industry of China. Through an analysis of digital transformation's effect on renewable energy utilization, three business applications that affect renewable energy utilization were identified: short-term prediction of renewable energy output, renewable energy equipment maintenance, and intelligent power-grid maintenance. The implementation process and effect of the above three business applications are analyzed in detail. The typical representative regions of renewable energy development in China are selected as cases, the effect of the digital transformation of power industry on the efficiency of renewable energy utilization was empirically investigated using the following data covering 2012-2019: the short-term prediction accuracy of renewable energy output, the reduction in the mean time to the fault restoration of renewable energy equipment to the industry average, the reduction ratio of the mean time to power grid fault restoration to the industry average, and the rate of renewable energy utilization. The results indicated that digital transformation boosted the efficiency of renewable energy utilization. Based on the findings, suggestions are proposed for improving the digital transformation of power industry and thereby promoting renewable energy utilization. The first suggestion is to emphasize the scale efficiency of digital application in early stage of digitization and renewable energy development, and emphasize the technical performance of digital application in middle and later stage of development. The second suggestion is to enhance data accuracy, such as meteorological data, historical data for renewable energy power stations, power equipment status data, and strengthen the application of algorithms and computational models. The third suggestion is to improve the overall digitalization rate of the power industry.