Title :
Application of expert system for quality and process design of steel plates
Author :
Omura, Kayako ; Watanabe, Toshihiko ; Konishi, Masami ; Shosaki, Nobuya ; Maeoka, Kazuyoshi
Author_Institution :
Process Technol. Res. Lab., Kobe Steel Ltd., Hyogo, Japan
Abstract :
In order to automate the quality and process design of steel plates, an expert system based on the case-based reasoning system has been developed. The case-based reasoning is a plausible approach for design problems, as knowledge in such problems is almost always fragmentary. However, it is also true that raw cases contain mistakes. In this system, model cases are extracted from raw cases, generalized somewhat, and then referred to as good designs. Using model cases is also effective to shorten inference time. This system shortened design work time by one-eighth and contributed to the standardization and inheritance of skilled design techniques.<>
Keywords :
CAD; case-based reasoning; expert systems; manufacturing data processing; steel industry; case-based reasoning; expert system; inference time; model cases; process design; raw cases; skilled design techniques; steel plates; Chemical lasers; Cost function; Design engineering; Expert systems; Laboratories; Process design; Production facilities; Standardization; Steel; Testing;
Conference_Titel :
Emerging Technologies and Factory Automation, 1994. ETFA '94., IEEE Symposium on
Conference_Location :
Tokyo, Japan
Print_ISBN :
0-7803-2114-6
DOI :
10.1109/ETFA.1994.402017