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Hysteresis compensation for giant magnetostrictive actuators using dynamic recurrent neural network

โœ Scribed by Shuying Cao; Boweng Wang; Jiaju Zheng; Wenmei Huang; Ling Weng; Weili Yan

Book ID
114650979
Publisher
IEEE
Year
2006
Tongue
English
Weight
187 KB
Volume
42
Category
Article
ISSN
0018-9464

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โœ Liang Deng; Yonghong Tan ๐Ÿ“‚ Article ๐Ÿ“… 2008 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 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