Direct adaptive disturbance rejection control for sedation and analgesia

Regina Padmanabhan, N. Meskin, W. Haddad
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引用次数: 6

Abstract

Patient care in intensive care units involves the combined administration of several drugs. Apart from the desired drug effect, often such drugs disturb other physiological functions of the patient. Control strategies based on nominal pharmacokinetic models cannot ideally embody interpatient and intrapatient variability. Moreover, exogenous and endogenous disturbances also alter physiological parameters of the patient which in turn affect the pharmacokinetics and phar-macodynamics of drugs. Such parameter variations directly influence the output drug effect. Thus, a direct adaptive controller that updates control gains in accordance to system uncertainty and system disturbances can account for interpatient and intrapatient variability. This paper proposes a direct adaptive disturbance rejection controller for the continuous infusion of multiple drugs that have interactive effects. As a case study, we investigate the closed-loop control of propofol infusion while considering the synergistic effect of remifentanil.
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镇静镇痛直接自适应干扰排斥控制
重症监护病房的病人护理涉及多种药物的联合用药。除了预期的药物效果外,这类药物往往会干扰患者的其他生理功能。基于名义药代动力学模型的控制策略不能理想地体现患者间和患者内的变异性。此外,外源性和内源性干扰也会改变患者的生理参数,从而影响药物的药代动力学和药效学。这些参数的变化直接影响输出药物效果。因此,根据系统不确定性和系统干扰更新控制增益的直接自适应控制器可以解释患者间和患者内部的可变性。针对具有相互作用的多种药物连续输注,提出了一种直接自适应抗扰控制器。作为案例研究,我们研究了异丙酚输注的闭环控制,同时考虑了瑞芬太尼的协同效应。
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