Abstract: Aiming at the problem of data island in the process of coal mine information construction, this paper proposed the architecture of coal mine collaborative scheduling platform based on multi-source heterogeneous data. Through the research of data standard system and key technologies of multi-source heterogeneous data acquisition, we developed the coal mine collaborative scheduling platform of Ningxia Coal Industry Company, and established multi-system data fusion and sharing pattern. The results show that the application of the platform can effectively achieve the goal of eliminating data islands, improve the information management ability of coal mine operation coordination and command business, and improve the intensive management level of coal mine integrated management and control.