DocumentCode
2134869
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
fYear
2012
fDate
16-18 Oct. 2012
Firstpage
619
Lastpage
622
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Informatics (BMEI), 2012 5th International Conference on
Conference_Location
Chongqing
Print_ISBN
978-1-4673-1183-0
Type
conf
DOI
10.1109/BMEI.2012.6513052
Filename
6513052
Link To Document