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
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;
Conference_Titel :
Information Acquisition, 2004. Proceedings. International Conference on
Print_ISBN :
0-7803-8629-9
DOI :
10.1109/ICIA.2004.1373308