Title :
Feedback Linearization Control of a Cardiovascular Circulatory Simulator
Author :
Kwan-Woong Gwak ; Hae Dong Kim ; Chang-Wan Kim
Author_Institution :
Dept. of Mech. Eng., Sejong Univ., Seoul, South Korea
Abstract :
In this brief, a nonlinear model-based feedback linearization (FBL) control is proposed for a high-performance cardiovascular circulatory simulator (CCS). The challenges are that the piston pump used for a mock ventricle in CCS has high-bandwidth pressure dynamics and hard nonlinearity due to check valves. Limited control performance in the previous researches due to these difficulties even raises the question of the physiological feasibility of the developed CCS. To overcome this problem, FBL theory based on the Lie algebra is applied in this research for the piston pump mock ventricle control. Dynamic model of the piston pump was derived, and parameter values of the model were identified experimentally for the controller design. The experimental results confirmed good performance of the proposed controller for various physiological scenarios. Good match with the reference model behavior was verified as well, and physiological feasibility of the CCS was secured thereby thanks to the proposed high-performance controller.
Keywords :
Lie algebras; cardiovascular system; control nonlinearities; control system synthesis; feedback; linearisation techniques; medical control systems; nonlinear control systems; CCS; FBL control; FBL theory; Lie algebra; control performance; controller design; dynamic model; hard nonlinearity; high-bandwidth pressure dynamics; high-performance cardiovascular circulatory simulator; nonlinear model-based feedback linearization control; parameter values; piston pump mock ventricle control; Computational modeling; Equations; Mathematical model; Physiology; Pistons; Resistance; Valves; Cardiovascular circulatory simulator (CCS); elastance; feedback linearization (FBL); physiological fidelity; piston pump; piston pump.;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2014.2388251