DocumentCode
1687980
Title
Modeling for Piezoelectric Smart Materials based on intelligent method
Author
Xue Ding-yu ; Chen Zhen ; Hao Li-na ; Xu Xin-he ; Liu Yan-mei
Author_Institution
Sch. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
fYear
2010
Firstpage
5568
Lastpage
5571
Abstract
Based on the static Preisach hysteresis model, the technology of ANN is applied for the Piezoelectric Smart Materials. The BP network is chosen as the method of identifying non-linear system. Adopting this method one sample´s hysteresis model is built. The results have shown that this method is correct and effective.
Keywords
intelligent materials; neural nets; nonlinear systems; piezoelectric materials; intelligent method; nonlinear system; piezoelectric smart material; static Preisach hysteresis model; Actuators; Adaptation model; Artificial neural networks; Function approximation; Hysteresis; Materials; Mathematical model; ANN; Preisach hysteresis model; identifying; non-linear system;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location
Jinan
Print_ISBN
978-1-4244-6712-9
Type
conf
DOI
10.1109/WCICA.2010.5554464
Filename
5554464
Link To Document