Abstract: With the development of electric generator automation, the application of big data has promoted the rapid development of intelligent level of safe production in thermal power enterprises. Based on the 1000MW unit of a coal-fired power plant, this paper develops the application and research of intelligent water construction system by using big data, which has played a good effect on improving the utilization of water resources and the water environment of the enterprise, and in this way to promote the sustainable development of enterprises.