Chaotic Neural Network-based Hysteresis Modeling with Dynamic Operator for Magnetic Shape Memory Alloy Actuator

IEEE Transactions on Magnetics ◽

10.1109/tmag.2021.3065721 ◽

2021 ◽

pp. 1-1

Author(s):

Chen Zhang ◽

Yewei Yu ◽

Yifan Wang ◽

Zhiwu Han ◽

Miaolei Zhou

Keyword(s):

Neural Network ◽

Shape Memory Alloy ◽

Shape Memory ◽

Magnetic Shape Memory ◽

Chaotic Neural Network ◽

Shape Memory Alloy Actuator ◽

Magnetic Shape Memory Alloy ◽

Hysteresis Modeling ◽

Dynamic Operator

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Hysteresis Modeling for Magnetic Shape Memory Alloy Actuator Based on Dynamic Fuzzy Neural Network

Acta Physica Polonica A ◽

10.12693/aphyspola.137.660 ◽

2020 ◽

Vol 137 (5) ◽

pp. 660-662

Author(s):

Miaolei Zhou ◽

Chen Zhang ◽

Yewei Yu ◽

Shouchun Wang

Keyword(s):

Neural Network ◽

Shape Memory Alloy ◽

Shape Memory ◽

Fuzzy Neural Network ◽

Magnetic Shape Memory ◽

Shape Memory Alloy Actuator ◽

Magnetic Shape Memory Alloy ◽

Hysteresis Modeling ◽

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Hysteresis Modeling for Magnetic Shape Memory Alloy Actuator via Pi-Sigma Neural Network with Backlash-Like Operator

Acta Physica Polonica A ◽

10.12693/aphyspola.137.634 ◽

2020 ◽

Vol 137 (5) ◽

pp. 634-636

Author(s):

Wei Pan ◽

Rui Xu ◽

Yewei Yu ◽

Chen Zhang ◽

Miaolei Zhou

Keyword(s):

Neural Network ◽

Shape Memory Alloy ◽

Shape Memory ◽

Magnetic Shape Memory ◽

Shape Memory Alloy Actuator ◽

Magnetic Shape Memory Alloy ◽

Hysteresis Modeling

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Takagi–Sugeno Fuzzy Neural Network Hysteresis Modeling for Magnetic Shape Memory Alloy Actuator Based on Modified Bacteria Foraging Algorithm

International Journal of Fuzzy Systems ◽

10.1007/s40815-020-00826-9 ◽

2020 ◽

Vol 22 (4) ◽

pp. 1314-1329 ◽

Author(s):

Chen Zhang ◽

Yewei Yu ◽

Yifan Wang ◽

Miaolei Zhou

Keyword(s):

Neural Network ◽

Shape Memory Alloy ◽

Shape Memory ◽

Fuzzy Neural Network ◽

Magnetic Shape Memory ◽

Shape Memory Alloy Actuator ◽

Magnetic Shape Memory Alloy ◽

Hysteresis Modeling ◽

Fuzzy Neural ◽

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Duhem Hysteresis Modeling of Magnetic Shape Memory Alloy Actuator via Takagi-Sugeno Fuzzy Neural Network

2020 IEEE 15th International Conference on Nano/Micro Engineered and Molecular System (NEMS) ◽

10.1109/nems50311.2020.9265582 ◽

2020 ◽

Author(s):

Chen Zhang ◽

Yewei Yu ◽

Jingwen Xu ◽

Zhiwu Han ◽

Miaolei Zhou

Keyword(s):

Neural Network ◽

Shape Memory Alloy ◽

Shape Memory ◽

Fuzzy Neural Network ◽

Magnetic Shape Memory ◽

Shape Memory Alloy Actuator ◽

Magnetic Shape Memory Alloy ◽

Hysteresis Modeling ◽

Fuzzy Neural ◽

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A hopfield neural network-based Bouc-Wen model for magnetic shape memory alloy actuator

AIP Advances ◽

10.1063/1.5129540 ◽

2020 ◽

Vol 10 (1) ◽

pp. 015212 ◽

Author(s):

Yifan Wang ◽

Chen Zhang ◽

Zhongshi Wu ◽

Wei Gao ◽

Miaolei Zhou

Keyword(s):

Neural Network ◽

Shape Memory Alloy ◽

Shape Memory ◽

Hopfield Neural Network ◽

Magnetic Shape Memory ◽

Shape Memory Alloy Actuator ◽

Magnetic Shape Memory Alloy

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Neural Network Model for Hysteresis Nonlinearity of Magnetic Shape Memory Alloy Actuator

Journal of Computational and Theoretical Nanoscience ◽

10.1166/jctn.2013.3304 ◽

2013 ◽

Vol 10 (12) ◽

pp. 2931-2935 ◽

Author(s):

Miaolei Zhou ◽

Shoubin Wang ◽

Wei Gao

Keyword(s):

Neural Network ◽

Shape Memory Alloy ◽

Shape Memory ◽

Network Model ◽

Neural Network Model ◽

Magnetic Shape Memory ◽

Shape Memory Alloy Actuator ◽

Magnetic Shape Memory Alloy ◽

Hysteresis Nonlinearity

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Neural Network-based Iterative Learning Control for Hysteresis in Magnetic Shape Memory Alloy Actuator

IEEE/ASME Transactions on Mechatronics ◽

10.1109/tmech.2021.3075057 ◽

2021 ◽

pp. 1-1

Author(s):

Yewei Yu ◽

Chen Zhang ◽

Yifan Wang ◽

Miaolei Zhou

Keyword(s):

Neural Network ◽

Shape Memory Alloy ◽

Shape Memory ◽

Iterative Learning Control ◽

Learning Control ◽

Iterative Learning ◽

Magnetic Shape Memory ◽

Shape Memory Alloy Actuator ◽

Magnetic Shape Memory Alloy

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Hysteresis Modeling of Magnetic Shape Memory Alloy Actuator Based on Volterra Series

IEEE Transactions on Magnetics ◽

10.1109/tmag.2021.3083735 ◽

2021 ◽

pp. 1-1

Author(s):

Yewei Yu ◽

Chen Zhang ◽

Zhiwu Han ◽

Miaolei Zhou

Keyword(s):

Shape Memory Alloy ◽

Shape Memory ◽

Volterra Series ◽

Magnetic Shape Memory ◽

Shape Memory Alloy Actuator ◽

Magnetic Shape Memory Alloy ◽

Hysteresis Modeling

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Characteristics of the Improved Magnetic Shape Memory Alloy Actuator Test Stand

Advances in Intelligent Systems and Computing - Progress in Automation, Robotics and Measuring Techniques ◽

10.1007/978-3-319-15796-2_17 ◽

2015 ◽

pp. 169-176

Author(s):

Amadeusz Nowak ◽

Bartosz Minorowicz ◽

Frederik Stefański ◽

Zoran Pandilov

Keyword(s):

Shape Memory Alloy ◽

Shape Memory ◽

Magnetic Shape Memory ◽

Shape Memory Alloy Actuator ◽

Magnetic Shape Memory Alloy

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Hysteresis modeling and position control of actuator with magnetic shape memory alloy

2016 17th International Carpathian Control Conference (ICCC) ◽

10.1109/carpathiancc.2016.7501150 ◽

2016 ◽

Author(s):

Bartosz Minorowicz ◽

Frederik Stefanski ◽

Dariusz Sedziak

Keyword(s):

Shape Memory Alloy ◽

Shape Memory ◽

Position Control ◽

Magnetic Shape Memory ◽

Magnetic Shape Memory Alloy ◽

Hysteresis Modeling

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