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Feed-Forward Control for Magnetic Shape Memory Alloy Actuators Based on the Radial Basis Function Neural Network Model

Hysteresis exists in magnetic shape memory alloy (MSMA) actuators, which restricts MSMA actuators’ application. To describe hysteresis of the MSMA actuators, a hysteresis model based on the radial basis function neural network (RBFNN) is put forward. Then, an inverse RBFNN model is set up, and it is...

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Detalles Bibliográficos
Autores principales: Zhou, Miaolei, Wang, Yifan, Xu, Rui, Zhang, Qi, Zhu, Dong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6379772/
https://www.ncbi.nlm.nih.gov/pubmed/28525678
http://dx.doi.org/10.5301/jabfm.5000355