Closed loop automated drug infusion regulation based on optimal 2-DOF TID control approach for the mean arterial blood pressure.

IF 2.6 4区 医学 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Medical & Biological Engineering & Computing Pub Date : 2025-07-01 Epub Date: 2025-02-10 DOI:10.1007/s11517-025-03313-1
Oguzhan Karahan, Hasan Karci
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Abstract

This work aims to design an optimal controller for regulating mean arterial blood pressure (MAP) during the cardiac cycle in surgical and post-surgical conditions to enhance automated drug infusion. MAP controllers must address uncertainties like external disturbances, time-varying parameters, and noise. Thus, closed-loop control is essential to normalize MAP regardless of the patient's pharmacokinetics during surgery. A two-degree-of-freedom tilt integral derivative (2-DOF TID) controller, tuned by the Chernobyl Disaster Optimizer (CDO) algorithm, is proposed to dynamically adjust sodium nitroprusside (SNP) infusion rates in various conditions. The performance of this 2-DOF TID controller is compared with CDO-based PID, 2-DOF PID, and TID controllers. The results demonstrate the effectiveness and robustness of the proposed controller in achieving and maintaining MAP at 100 mmHg. All controllers are evaluated on different patient responses, including fixed and time-varying sensitivities, to SNP infusion, external disturbances, and noise. The study reveals which controller performs best in terms of overshoot, settling time, error, disturbance rejection, and anti-interference ability, confirming the 2-DOF TID controller as a strong candidate for automated drug infusion systems in clinical settings.

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基于最优二自由度TID平均动脉血压控制方法的闭环自动药物输注调节。
本工作旨在设计一种最优控制器,用于调节手术和术后心脏周期中的平均动脉血压(MAP),以提高药物输注的自动化程度。MAP控制器必须处理外部干扰、时变参数和噪声等不确定性。因此,无论手术期间患者的药代动力学如何,闭环控制对于使MAP正常化至关重要。提出了一种基于切尔诺贝利灾难优化器(CDO)算法的2自由度倾斜积分导数(2-DOF TID)控制器,用于动态调节硝普钠(SNP)在不同条件下的输注速率。将该2自由度PID控制器与基于cdo的PID、2自由度PID和TID控制器的性能进行了比较。结果证明了所提出的控制器在实现和维持100 mmHg的MAP方面的有效性和鲁棒性。所有控制器都根据不同的患者反应进行评估,包括固定和时变敏感性,SNP输注,外部干扰和噪声。该研究揭示了哪种控制器在超调量、稳定时间、误差、干扰抑制和抗干扰能力方面表现最好,证实了2-DOF TID控制器是临床环境中自动药物输注系统的有力候选者。
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来源期刊
Medical & Biological Engineering & Computing
Medical & Biological Engineering & Computing 医学-工程:生物医学
CiteScore
6.00
自引率
3.10%
发文量
249
审稿时长
3.5 months
期刊介绍: Founded in 1963, Medical & Biological Engineering & Computing (MBEC) continues to serve the biomedical engineering community, covering the entire spectrum of biomedical and clinical engineering. The journal presents exciting and vital experimental and theoretical developments in biomedical science and technology, and reports on advances in computer-based methodologies in these multidisciplinary subjects. The journal also incorporates new and evolving technologies including cellular engineering and molecular imaging. MBEC publishes original research articles as well as reviews and technical notes. Its Rapid Communications category focuses on material of immediate value to the readership, while the Controversies section provides a forum to exchange views on selected issues, stimulating a vigorous and informed debate in this exciting and high profile field. MBEC is an official journal of the International Federation of Medical and Biological Engineering (IFMBE).
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