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
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;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
DOI :
10.1109/WCICA.2010.5554464
