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Design of PIλ Dδ-Heart Rate Controllers for Cardiac Pacemaker

机译:PI λ d δ -heart率控制器的心脏起搏器

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An arrhythmia is any disorder of your heart rate or rhythm. It means that the heartbeats too quickly, too slowly, or with an irregular pattern. Most arrhythmias result from problems in the electrical system of the heart. A cardiac pacemaker is a medical device that invented for those reasons. It helps the suffering patient to control abnormal heart rhythms. Several proportional-integral-derivative (PID) controllers have been proposed for improving the performance of such device, but it was shown that each of them has some limitations in facing the dynamic challenge of regulating heart rate. In this paper, we propose a robust fractional-order PID (PIλ Dδ) controller to improve that performance. This controller has been designed based on Particle Swarm Optimization (PSO) algorithm via El-Khazali's approach. To illustrate the proposed design method, the objective function of the model under consideration is presented as well as the results of using the PIλ Dδ-controller are compared with the results of using the conventional PID-controller to minimize several error functions; ITAE, IAE, ISE and ITSE. These results of such comparisons that are related to step response specifications, allow us to see the effectiveness of the best controller. Among of all these performance indices, the ITAE in case of the PIλ Dδ-controller, shows more capability than others in providing closed-loop response with minimal overshoot, fast rise time and fast settling time. Further, to illustrate the influence and the efficiency of the proposed design method, the PSO-PIλ Dδ-controller via El-Khazali's approach is compared with that of the same using two well-known approximations for s±α; i.e., the Continued Fractional Expansion (CFE) and Oustaloup's approximations. The main results of this work are verified via numerical simulations.
机译:心律失常是您心率或节奏的任何疾病。这意味着心跳太快,太慢,太慢,或者以不规则的图案。大多数心律失常是由心脏电气系统中的问题产生的。心脏起搏器是用于这些原因的医疗装置。它有助于患者控制异常心律。已经提出了几种比例 - 积分衍生物(PID)控制器以改善这种装置的性能,但结果表明它们中的每一个在面对调节心率的动态挑战方面具有一些限制。在本文中,我们提出了一种强大的分数阶PID(PIλ D.Δ)控制器改善这种性能。该控制器是基于通过EL-Khazali的方法基于粒子群优化(PSO)算法的设计。为了说明所提出的设计方法,提出了正在考虑的模型的目标函数以及使用PI的结果λ D.Δ - 将控制器与使用传统PID控制器的结果进行比较,以最小化几个误差功能; Itae,Iae,Ise和Itse。这些与阶梯响应规范相关的比较结果,使我们能够看到最佳控制器的有效性。在所有这些性能指标中,在PI的情况下λ D.Δ - 控制器,显示更多的能力,可以提供闭环响应,以最小的过冲,快速上升时间和快速稳定时间。此外,为了说明所提出的设计方法,PSO-PI的影响和效率λ D.Δ - 通过El-Khazali的方法进行控制器,与S的两个众所周知的近似相同±α;即,持续的分数膨胀(CFE)和突发的近似值。通过数值模拟验证了这项工作的主要结果。

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