Researchers developed an expert system to provide the basis of a management procedure to monitor weaving incidents, determine the reason for the incidents, and examine their influences on fabric quality. Ultimately, every weaving incident will be detected, analyzed, stored in a computer database, and used to improve fabric quality and productivity during weaving. The expert system can be used in modern high productivity weaving mills where the investment cost per worker is high.