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Adaptive Control of a Proportional Flow Valve for Critical Care Ventilators

机译:重症监护呼吸机的比例流量阀的自适应控制

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Stable and precise control of air and oxygen gas flow is an essential technology for ventilators; devices that enable breathing life support functions for hospital patients. Flow control provides for oxygen mix, pressure support, and volume control functions in these devices. Ventilator flow controllers typically employ electrically controlled, proportional solenoid valves in a feedback loop with flow sensors - primarily to meet flow accuracy. But to serve the broad functionality mentioned above, flow control needs to further provide robust tracking of often dynamic flow reference signals. Simple linear controls cannot achieve this requirement and so present methods often rely on calibrating individual valves before use and ‘extending’ a PID control structure using variable gain and/or inverse feedforward models. But a calibration-free approach is more preferred, both by clinicians and in providing resiliency to calibration drift during use. This paper describes specific challenges surrounding flow control in ventilation and presents a new method that was developed and applied using synthesis methods of model reference adaptive control (MRAC). The controller demonstrates robust performance to valve nonlinearity and variance and automatically accommodates inlet gas pressure changes, eliminating any need for inlet gas regulators or valve inlet pressure measurements. The new controller offers uniform tracking of dynamic flow reference signals across the full range of patient load from large adult to small infant thus requiring no manual (a-priori) selection in the control structure or its gains to adjust for patient size.
机译:稳定和精确地控制空气和氧气流量是呼吸机的一项必不可少的技术。能够为医院患者提供呼吸生命支持功能的设备。流量控制可在这些设备中提供氧气混合,压力支持和体积控制功能。呼吸机流量控制器通常在带流量传感器的反馈回路中采用电控比例电磁阀-主要是为了满足流量精度。但是,为了满足上述广泛的功能,流量控制需要进一步提供对经常动态的流量参考信号的鲁棒跟踪。简单的线性控制无法满足这一要求,因此目前的方法通常依赖于在使用前校准各个阀,并使用可变增益和/或反向前馈模型来“扩展” PID控制结构。但是,无论是临床医生还是在使用过程中为校准漂移提供弹性的方面,无校准方法都是更可取的。本文描述了围绕通风中的流量控制的具体挑战,并提出了一种使用模型参考自适应控制(MRAC)的综合方法开发和应用的新方法。该控制器表现出对阀门非线性和变化的鲁棒性能,并自动适应进气压力的变化,无需进气调节器或阀门进气压力测量。新型控制器可对从大成人到小婴儿的整个患者负荷范围内的动态血流参考信号进行统一跟踪,因此无需在控制结构中进行手动(先验)选择或其增益即可根据患者的大小进行调整。

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