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Adaptive inverse dynamics control for a two-compartment respiratory system

机译:两室呼吸系统的自适应逆动力学控制

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Respiratory failure is a typical clinical issue which needs immediate help with mechanical ventilation while the hidden reason is recognized and treated. Mechanical ventilation can damage the lungs if not used properly. It is desirable to provide the desired blood levels of CO2 and oxygen with limited pressure to avoid causing the lung injury. This paper uses the adaptive inverse dynamics control technique to control a two-compartment modeled respiratory system. Based on the nonlinear respiratory model and desired respiratory pressures, the inverse dynamics control method was applied and computer simulations were conducted to evaluate the performance of the control method. Our preliminary results indicate that the tracking errors can be improved if the parameter values associated with the control scheme are properly used. More extensive computer simulations and performance robustness are currently under investigation.
机译:呼吸衰竭是一个典型的临床问题,需要在机械通气的同时立即寻求帮助,同时要发现和治疗隐患。如果使用不当,机械通风会损坏肺部。希望在有限的压力下提供所需的血液中的二氧化碳和氧气水平,以避免引起肺部损伤。本文使用自适应逆动力学控制技术来控制两室建模呼吸系统。基于非线性呼吸模型和期望的呼吸压力,应用逆动力学控制方法,并通过计算机仿真来评估控制方法的性能。我们的初步结果表明,如果正确使用与控制方案关联的参数值,则可以改善跟踪误差。目前正在研究更广泛的计算机仿真和性能鲁棒性。

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