Title :
DESPLATE: an expert system for abnormal shape diagnosis in the plate mill
Author :
Ng, Tung S. ; Cung, Loc D. ; Chicharo, Joe F.
Author_Institution :
Dept. of Electr. & Comput. Eng., Wollongong Univ., NSW, Australia
Abstract :
DESPLATE, an expert system designed to diagnose abnormal plan view shapes of steel plates in the plate mill, is described. A brief overview of the production process in the plate mill and the problems that motivate the development of DESPLATE are provided. The goal of DESPLATE is to locate the possible causes (such as electrical failures, mechanical breakdowns or wear, operational errors, and prerolling conditions) for a particular abnormal shape and to suggest appropriate remedies. A number of issues have arisen in the course of developing DESPLATE. Some of these issues are addressed, including the use of graphics for user interface, forward and backward chaining techniques, and knowledge acquisition methodologies from multiple experts from different disciplinary backgrounds
Keywords :
computer graphics; expert systems; knowledge acquisition; rolling mills; spatial variables measurement; user interfaces; DESPLATE; abnormal shape diagnosis; backward chaining techniques; electrical failures; expert system; forward chaining technique; graphics; knowledge acquisition methodologies; mechanical breakdowns; operational errors; plate mill; prerolling conditions; production process; user interface; wear; Diagnostic expert systems; Electric breakdown; Fault diagnosis; Graphics; Knowledge acquisition; Milling machines; Production; Shape; Steel; User interfaces;
Journal_Title :
Industry Applications, IEEE Transactions on
