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A neural networks based model for rate-dependent hysteresis for piezoceramic actuators

✍ Scribed by Ruili Dong; Yonghong Tan; Hui Chen; Yangqiu Xie


Book ID
108262936
Publisher
Elsevier Science
Year
2008
Tongue
English
Weight
573 KB
Volume
143
Category
Article
ISSN
0924-4247

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Diagonal recurrent neural network with m
✍ Liang Deng; Yonghong Tan πŸ“‚ Article πŸ“… 2008 πŸ› Elsevier Science 🌐 English βš– 990 KB

A novel neural network based method for modeling of rate-dependent hysteresis in piezoelectric actuators is proposed. In order to approximate the behavior of rate-dependent hysteresis which is a kind of nonsmooth dynamic nonlinearity with multi-valued mapping, a diagonal recurrent neural network (DR