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Research article

First published 2020-4

Elman neural network–based identification of rate-dependent hysteresis in piezoelectric actuators

Xinlong Zhao, Shuai Shen, Liangcai Su [...]

Journal of Intelligent Material Systems and Structures

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Research article

First published 2025-3

Optimized neural network-based modeling of dynamic hysteresis in piezoelectric actuators

Jiaxi Jin, Xuan Sun, Zhaobo Chen

Journal of Intelligent Material Systems and Structures

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Research article

First published 2022-5

Dynamic modeling for soft dielectric elastomer actuator considering different input frequencies and external loads

Peng Huang, Jundong Wu, Yue Zhang [...]

Journal of Intelligent Material Systems and Structures

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Research article

First published 2001-5

Dynamic Preisach modelling of hysteresis for the piezoceramic actuator system

Y Yu, Z Xiao, N G Naganathan [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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Research article

First published 2022-6

Tracking control of a 3-dimensional piezo-driven micro-positioning system using a dynamic Prandtl–Ishlinskii model

Wei Zhu, Feifei Liu, Fufeng Yang [...]

Journal of Intelligent Material Systems and Structures

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Research article

First published 2002-1

Dynamic magnetic hysteresis modelling using Elman recurrent neural network

Mahmoud Saghafifar, Anjan Kundu, Andrew Nafalski

International Journal of Applied Electromagnetics and Mechanics

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Research article

First published 2022-5

Generalized regression neural network modeling based on inverse Duhem operator and adaptive sliding mode control for hysteresis in piezoelectric actuators

Suan Xu, Zeyu Wu, Jing Wang [...]

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

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Research article

First published 2014-4

An experimental and numerical study of piezoceramic actuator hysteresis in helicopter active vibration control

Rajnish Mallick, Ranjan Ganguli, M. Seetharama Bhat

Proceedings of the Institution of Mechanical Engineers,Part G: Journal of Aerospace Engineering

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Research article

First published 2016-8

A novel rate-dependent hysteresis modeling and position control technique for piezo-actuated bimorph beams

Manadis Ghanbarbakhsh, Seyed Mehdi Rezaei, Mohammad Zareinejad [...]

Journal of Intelligent Material Systems and Structures

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Research article

First published 2024-12

Inverse feedforward control of piezoelectric actuators using optimized composite neural network-based Hammerstein model

Jiaxi Jin, Xuan Sun, Zhaobo Chen

Journal of Intelligent Material Systems and Structures

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