Title :
A new control method of heart pump drive system based on neural network control
Author :
Wenjue Wu ; Fangqun Wang ; Weixing He ; Lei Liu ; Zhibin Wang
Author_Institution :
Sch. of Electr. & Inf. Eng., Jiangsu Univ., Zhenjiang, China
Abstract :
In order to satisfy the special requirements of the artificial heart pump designed by brushless DC motor, this paper presented a pulsating control system which can mimic the rhythm beating of the natural heart. It was modeled and simulated by adapting an intelligent algorithm of neural network PID. The results proved that, neural network PID control could effectively solve the problem that the parameters of the traditional PID control were difficult to be determined and the uncertain problem of the environmental disturbance. Besides, it had very good dynamic and static properties.
Keywords :
DC motor drives; biomedical equipment; brushless DC motors; machine control; neurocontrollers; pumps; three-term control; artificial heart pump; brushless DC motor; control method; dynamic property; environmental disturbance; heart pump drive system; intelligent algorithm; neural network PID control; neural network control; pulsating control system; rhythm beating; static property; artificial heart pump; brushless DC motor; neural network PID control; simulation;
Conference_Titel :
Biomedical Engineering and Informatics (BMEI), 2012 5th International Conference on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4673-1183-0
DOI :
10.1109/BMEI.2012.6513052