基于分数阶PID控制器的膝关节运动内模控制

S. Kaur, Sumeet Sagar, Swati Sondhi
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引用次数: 7

摘要

生物力学是近年来越来越受欢迎的一个研究领域。在骨科行业,生物力学被广泛应用于设计各种人体关节、牙齿部位、外固定物、外骨骼和其他医疗用途的骨科植入物。本文提出了一种基于内模型的分数阶PID控制器的设计方法,用于控制膝关节的运动,即小腿绕膝关节的运动。利用数学模型设计了控制器,并在simulink环境下进行了仿真。在该技术中,五个参数中的三个即kp, ki和kd使用传统的基于IMC的概念计算,剩下的两个参数即λ和μ使用试错法获得。这里提出的设计技术在数学上非常简单。此外,与迄今为止文献中可用的分数控制器相比,使用所提出的设计技术设计的控制器观察到更好的结果。利用积分误差准则监测了所提出的控制器相对于系统参数变化的鲁棒性,并且与现有的分数控制器相比,可以看到它更好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Internal model control based fractional order PID controller for knee joint motion
Biomechanics is an area of research gaining lot of popularity in the recent times. In orthopedic industries, biomechanics are widely used to design orthopedic implants for various body joints, dental parts, external fixations, exo-skeletons and other medical purposes. Here, a technique for designing an internal model based fractional order PID controller for controlling the knee joint motion i.e. the movement of the shank around the knee joint, is suggested. Mathematical model is used for designing the controller and then simulation is done in simulink environment. In this technique, three out of five parameters i.e., kp, ki and kd are calculated using the conventional IMC based concept and the remaining two parameters i.e., λ and μ are obtained using trial and error method. The design technique proposed here is mathematically very simple. Moreover, better results were observed with the controller designed using the proposed designing technique as compared to the fractional controllers available in the literature so far. Using the integral error criterion robustness of the proposed controller with respect to system parameter variation is monitored and it is seen that it is better as compared to the existing fractional controllers.
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