✦ LIBER ✦

Neural networks based identification and compensation of rate-dependent hysteresis in piezoelectric actuators

✍ Scribed by Xinliang Zhang; Yonghong Tan; Miyong Su; Yangqiu Xie

Publisher: Elsevier Science
Year: 2010
Tongue: English
Weight: 383 KB
Volume: 405
Category: Article
ISSN: 0921-4526
DOI: 10.1016/j.physb.2010.03.050

No coin nor oath required. For personal study only.

📜 SIMILAR VOLUMES

Neural network-based adaptive control of

Neural network-based adaptive control of piezoelectric actuators with unknown hysteresis

✍ Wen-Fang Xie; Jun Fu; Han Yao; C.-Y. Su 📂 Article 📅 2009 🏛 John Wiley and Sons 🌐 English ⚖ 497 KB 👁 3 views

Diagonal recurrent neural network with m

Diagonal recurrent neural network with modified backlash operators for modeling of rate-dependent hysteresis in piezoelectric actuators

✍ Liang Deng; Yonghong Tan 📂 Article 📅 2008 🏛 Elsevier Science 🌐 English ⚖ 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

Modeling of rate-dependent hysteresis in

Modeling of rate-dependent hysteresis in piezoelectric actuators using a family of ellipses

✍ GuoYing Gu; LiMin Zhu 📂 Article 📅 2011 🏛 Elsevier Science 🌐 English ⚖ 984 KB

In this paper, a new ellipse-like mathematic model is proposed to describe the rate-dependent hysteresis in piezoelectric actuators. Since the expressions of the model are completely analytical and can be determined only by a set of parameters, this method simplifies the modeling of complicated hyst

Corrigendum to “A neural networks based

Corrigendum to “A neural networks based model for rate-dependent hysteresis for piezoceramic actuators” [Sens. Actuators A 143 (2008) 370–376]

✍ Ruili Dong; Yonghong Tan; Hui Chen; Yangqiu Xie 📂 Article 📅 2008 🏛 Elsevier Science 🌐 English ⚖ 93 KB