Title :
Data Processing of Machine Design Based on Neural-Fuzzy Reasoning System
Author :
Guo-fu, Tian ; Shu-hui, Sun ; Zhen-dong, Zhu
Author_Institution :
Sch. of Mech. Eng., Shenyang Univ. of Technol., Shenyang, China
Abstract :
Aimed at problems of large amount of calculation and too many charts existed in the field of machine design, a kind of neural-fuzzy reasoning system was applied to carry out mapping discrimination in order to raise computing speed and processing ability of programming and eliminate the phenomenon of “combined explosion” of knowledge. It is shown by means of practical application to concrete data and charts that the relation of primary charts and data can be nicely expressed by the use of this kind of method. At the same time, this method has more high precision and more quick speed on data recognition and can satisfy the requirement of designing computation when compared with the method of using merely artificial neural net.
Keywords :
charts; design engineering; fuzzy reasoning; machinery production industries; mechanical engineering computing; neural nets; production engineering computing; artificial neural net; data processing; data recognition; machine design; neural-fuzzy reasoning system; Artificial neural networks; Cloud computing; Data processing; Graphics; Inference algorithms; Presses; Training; Data processing; Mechanical design; Neural-fuzzy system;
Conference_Titel :
Intelligent Systems (GCIS), 2010 Second WRI Global Congress on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-9247-3
DOI :
10.1109/GCIS.2010.248
