Abstract: To improve the level of quality management of the textile mills, first, all kinds of uncertainties that affect the process of weaving were classified and analyzed. Then, through survey datum, an unusual event warning method based on fuzzy comprehensive evaluation was proposed for the weaving process. Second, a system model was built by all of the existed monitoring systems, and the corresponding abnormal warning subsystem was developed. Meanwhile, the specific methods for analyzing abnormal events, processing and determining uncertainties were introduced in detail. As proved by application that the design program can accurately warn abnormal events in the weaving, ensure the continuity of the entire production process, and arrive at the goal that is to strengthen management and promote efficiency.

Key words: warning system, abnormal events, weaving, production management