The conventional faults of the coal pulverizing system were analyzed by the meth od of distance function classification. The vector of the failure feature inform ation and that of the standard failure class information were proposed. An impro ved weighed matrix for the fault diagnosis of the coal pulverizing system was pu t forward. The result shows that the method is easy and workable for the intelli gent fault diagnosis of the coal pulverizing system.