Fuzzy Control for Regulating Level of Pressure Support Ventilation

被引:0
|
作者
Yi, Weiwei [1 ]
Zhang, Qi [1 ]
Wang, Yueke [1 ]
Xiong, Jiulong [1 ]
Qin, Haiyan [1 ]
机构
[1] Natl Univ Def Technol, Mechatron & Automat Sch, Changsha, Hunan, Peoples R China
关键词
fuzzy control; pressure support level; expert knowledge; physiological parameters;
D O I
10.1109/ICMTMA.2009.340
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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 patient's 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 (SaO(2)). A physical state controller, a tendency controller and a decision controller are designed to regulate the pressure support (PS) level on-tine 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 doctors' work and ensures that the PS level adapts to patients' physiological requirement accurately and fast, so as to make the process of weaning from ventilator smooth and comfortable.
引用
收藏
页码:562 / 565
页数:4
相关论文
共 50 条
  • [31] Synchronized intermittent mandatory ventilation and pressure support: To sync or not to sync? pressure support or no pressure support?
    Ramanathan R.
    Journal of Perinatology, 2005, 25 (Suppl 2) : S23 - S25
  • [32] Noninvasive ventilation for acute respiratory failure: pressure support ventilation versus pressure controlled ventilation
    Park, Sunghoon
    Cho, Jae Hwa
    EUROPEAN RESPIRATORY JOURNAL, 2019, 54
  • [33] High-level pressure support ventilation attenuates control mechanical ventilator-induced diaphragm injury in healthy rabbits
    Ge, Huiqing
    Chen, Liying
    Ying, Kejing
    EUROPEAN RESPIRATORY JOURNAL, 2014, 44
  • [34] Effects of an additional pressure support level on exercise duration in patients on prolonged mechanical ventilation
    Chen, Yen-Huey
    Lin, Hui-Ling
    Hsiao, Hsiu-Feng
    Huang, Ching-Tzu
    Kao, Kuo-Chin
    Li, Li-Fu
    Huang, Chung-Chi
    Tsai, Ying-Huang
    JOURNAL OF THE FORMOSAN MEDICAL ASSOCIATION, 2015, 114 (12) : 1204 - 1210
  • [35] SIMILARITIES BETWEEN PRESSURE SUPPORT VENTILATION AND INTERMITTENT POSITIVE-PRESSURE VENTILATION
    BANNER, MJ
    KIRBY, RR
    CRITICAL CARE MEDICINE, 1985, 13 (11) : 997 - 998
  • [36] Pressure Support Ventilation in Neonates - Is It Safe?
    Rajan, Aathira
    Krishna, Gokul G.
    Lewis, Leslie Edward
    INDIAN JOURNAL OF RESPIRATORY CARE, 2021, 10 (03) : 330 - 335
  • [37] Pressure Support Ventilation and Atelectasis: Comment
    Zaouter, Cedrick
    Moore, Alex
    Carrier, Francois Martin
    Girard, Julie
    Girard, Martin
    ANESTHESIOLOGY, 2022, 136 (06) : 1043 - 1044
  • [38] Pressure Support Ventilation and Atelectasis: Reply
    Jeong, Heejoon
    Ahn, Hyun Joo
    ANESTHESIOLOGY, 2022, 136 (06) : 1044 - 1045
  • [39] Patient controlled pressure support ventilation
    D Chiumello
    P Taccone
    L Civardi
    E Calvi
    M Mondino
    N Bottino
    P Caironi
    Critical Care, 5 (Suppl 1):
  • [40] Pressure support ventilation in tetraplegia - Reply
    Kannan, S
    Sherwood, N
    BRITISH JOURNAL OF ANAESTHESIA, 2003, 90 (05) : 704 - 705