DocumentCode :
477979
Title :
Research on the Reuse of Gear Chamfering Processing Scheme Based on CBR Technology
Author :
Guo, Wei ; Xing, Deqiang
Author_Institution :
Sch. of Mech. Eng., Tianjin Univ., Tianjin
Volume :
4
fYear :
2008
fDate :
18-20 Oct. 2008
Firstpage :
611
Lastpage :
616
Abstract :
Case-based reasoning (CBR), one operative technology of knowledge discovery, is a method for solving a new problem by referring to similar past cases from the case base. The main idea, process and key technologies of CBR are described systematically, and the application of this technology in manufacturing parameters calculation process is illustrated. Aiming at the application of CBR and the requirements of gear chamfering manufacturing, a calculation system based on knowledge reusing is proposed, including the architecture, system flow and organizing mechanism of the case base. The structure of the retained case is especially expounded, such as the mechanism of retrieving rules and the key items of one case. The final system does prove that it is feasible to use the method of CBR to develop a system for the reusing of machining schemes.
Keywords :
automobile industry; case-based reasoning; data mining; gears; structural engineering computing; CBR technology; case-based reasoning; gear chamfering manufacturing; gear chamfering processing scheme; knowledge discovery; knowledge reusing; machining schemes; organizing mechanism; system flow; Analytical models; Artificial intelligence; Fuzzy systems; Gears; Learning; Machining; Manufacturing; Mechanical engineering; Solid modeling; Vehicles; CBR; Gear Chamfering; Processing Scheme;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2008. FSKD '08. Fifth International Conference on
Conference_Location :
Jinan Shandong
Print_ISBN :
978-0-7695-3305-6
Type :
conf
DOI :
10.1109/FSKD.2008.104
Filename :
4666457
Link To Document :
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