Title :
Fuzzy Control for Regulating Level of Pressure Support Ventilation
Author :
Yi, Weiwei ; Zhang, Qi ; Wang, Yueke ; Xiong, Jiulong ; Qin, Haiyan
Author_Institution :
Mechatron. & Autom. Sch., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
This paper proposes a fuzzy control for regulating level of pressure support ventilation (PSV). The control uses the expert knowledge of the qualitative relationship of the physiological parameters and the patientpsilas state. The physiological parameters include heart rate (HR), tidal volume (VT), respiratory rate (RR), arterial partial pressure of carbon dioxide (PaCO2) and arterial oxygen saturation (SaO2). A physical state controller, a tendency controller and a decision controller are designed to regulate the pressure support (PS) level on-line according to changing the adjustment experience of clinicians for the parameters of the ventilator into expert knowledge database by using fuzzy sets, and expressing physiological parameter values by using membership functions. Comparative results of the simulation and clinical cure show that the on-line regulation reduces the doctorspsila work and ensures that the PS level adapts to patientspsila physiological requirement accurately and fast, so as to make the process of weaning from ventilator smooth and comfortable.
Keywords :
fuzzy control; fuzzy set theory; medical control systems; physiology; pressure control; regulation; ventilation; arterial oxygen saturation; arterial partial pressure; decision controller; expert knowledge; fuzzy control; fuzzy set; heart rate; physical state controller; physiological parameter; pressure support ventilation; regulating level; respiratory rate; tendency controller; tidal volume; Automatic control; Automation; Fuzzy control; Fuzzy sets; Heart rate; Mechatronics; Paper technology; Pressure control; Pressure measurement; Ventilation; expert knowledge; fuzzy control; physiological parameters; pressure support level;
Conference_Titel :
Measuring Technology and Mechatronics Automation, 2009. ICMTMA '09. International Conference on
Conference_Location :
Zhangjiajie, Hunan
Print_ISBN :
978-0-7695-3583-8
DOI :
10.1109/ICMTMA.2009.340