DocumentCode :
2204696
Title :
Intelligent modeling of contact stiffness of machine joint interfaces
Author :
Zhang, Xueliang ; Wen, Shuhua ; Wu, Meixian
Author_Institution :
Mech. & Electron. Sch., Taiyuan Heavy Machinery Inst., China
fYear :
2004
fDate :
21-25 June 2004
Firstpage :
5
Lastpage :
8
Abstract :
In this paper, firstly the influencing factors of contact stiffness of machine joint interfaces and their description method are introduced and discussed. Then a weight smoothing BP algorithm is introduced briefly. It has better generalization performance. Basing on this algorithm, the intelligent modeling method of contact stiffness of machine joint interfaces under multijoint conditions is proposed for the first time. This method is proved feasible by the given modeling example.
Keywords :
backpropagation; mechanical contact; neural nets; optimisation; contact stiffness; intelligent modeling method; machine joint interfaces; weight smoothing BP algorithm; Artificial neural networks; Joining materials; Machine intelligence; Machining; Mathematical model; Mathematics; Metalworking machines; Optimization methods; Rough surfaces; Smoothing methods;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Acquisition, 2004. Proceedings. International Conference on
Print_ISBN :
0-7803-8629-9
Type :
conf
DOI :
10.1109/ICIA.2004.1373308
Filename :
1373308
Link To Document :
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