The proposed fault prediction system is successfully applied to the roasting process of a shaft furnace, the fault ratios during production process is decreased, and the proved benefit is achieved.

• 将所建立的故障预报系统成功应用于竖炉焙烧过程的生产实际中，故障发生率明显降低，取得了显著应用成效。