The fuzzy expert system for abnormality diagnosis is developed for all component equipmet in the refuse incineration plant. As the fuzzy logic is applied to the reasoning engine practically, diagnosis can be made even in case of abnormality in unstable condition of the plant and of transitional condition of trouble and this system has more flexibility than that in the past. At the same time, the merits are brought to human interface such as the knowledge acquisition and modification work become easy or the process of diagnosis becomes understandable resulting from patterning the diagnosis knowledge by membership function. The process data are taken into the system at online and real time through LAN from DCS. The reasoning engine and knowledge are in the minicomputer and the diagnosis is performed by the program aimed at data base. The results of diagnosis are output by acoustic announcement and CRT display indication, and guide the support for extracting and remedy of the cause of abnormality. This system is entered into actual operation in several plants already.