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Application of Iterative Learning Control for Repetitive Processes in Breathing Therapy

机译:迭代学习控制在重复过程中的应用

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The continuous positive airway pressure (CPAP) therapy is the gold standard to treat the obstructive sleep apnoea syndrome. This continuous pressure splints the upper respiratory tracts and prevents a collapse of the pharynx. If not being treated a collapse of the upper respiratory tracts reduces the blood oxygen concentration and increases the CO2 concentration leading to repeated sleep disruptions. Many CPAP-devices cannot maintain the reference pressure, which can lead to an uncomfortable perception for the patient. To reduce the pressure deviation in the mask we want to apply the Iterative Learning Control (ILC) method, because the breathing of the patient is a repetitive process - and at night the breathing patterns are even and recurring from breath to breath.
机译:持续气道正压通气(CPAP)治疗是治疗阻塞性睡眠呼吸暂停综合症的金标准。这种持续的压力夹住了上呼吸道,并防止了咽部塌陷。如果不接受治疗,上呼吸道的衰竭会降低血氧浓度并增加CO2浓度,从而导致反复的睡眠中断。许多CPAP设备无法维持参考压力,这可能导致患者感到不适。为了减少面罩中的压力偏差,我们想应用迭代学习控制(ILC)方法,因为患者的呼吸是一个重复的过程-晚上的呼吸模式是均匀的,并且在呼吸之间反复出现。

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