Design of respiratory parameter estimator based on linear RCC model

Chengcheng Fan, Jianli Zheng, Yongyong Yang, Boyu Si
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引用次数: 1

Abstract

With the development of respiratory therapy, ventilator can enhance the treatment successful rate to the patients who suffered from the disease of respiratory system. In the using process of ventilator, patient's lung and tube condition varies with the change of morbid state, it's necessary to adjust the ventilating parameter, so it's indispensable to evaluate the lung and tube parameter. This thesis makes a design of ventilating parameter estimator, according to the pressure, flow, airway resistance, compliance, the RCC model is built and the Recursive Least Squares are used to estimate the patient's real-time airway resistance, lung compliance, tube compliance. Subsequently, according to the estimator's evaluation, the clinical engineer could adjust the ventilator's pressure support and compensate the rate of flow at the appropriate time. The experiment result shows that this RCC model could evaluate the respiratory parameters well and give support to the adaptive control of ventilator's pressure and flow for the purpose to enhance patient's ventilating comfort and decrease the respiratory disease.
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基于线性RCC模型的呼吸参数估计器设计
随着呼吸治疗的发展,呼吸机可以提高呼吸系统疾病患者的治疗成功率。在呼吸机的使用过程中,患者的肺、管状态随着病情的变化而变化,需要对通气参数进行调整,因此对肺、管参数进行评估是必不可少的。本文设计了通气参数估计器,根据压力、流量、气道阻力、顺应性,建立RCC模型,采用递归最小二乘法对患者气道阻力、肺顺应性、气管顺应性进行实时估计。随后,根据评估员的评估,临床工学技士可在适当的时间调整呼吸机的压力支持并补偿流量。实验结果表明,该模型能较好地评价呼吸参数,为呼吸机压力和流量的自适应控制提供支持,以提高患者的通气舒适度,减少呼吸系统疾病的发生。
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