Abstract: The paper proposed a scheme of data fusion in CIMS environment of Nantun Coal Preparation Plant, gave corresponding data fusion architecture, and analyzed data fusion processes and algorithms of plant automation subsystem, scheduling management subsystem and decision-making management subsystem of the CIMS. The scheme is good for improving integrated management level of coal preparation plant.