基于人工蜂群调谐算法的胶囊内窥镜线性二次优化调节器设计

Q3 Engineering
Ibrahim K. Mohammed, Abdulla I. Abdulla
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引用次数: 5

摘要

无线胶囊内窥镜(WCE)是一种新型的医疗设备,如果有效地驱动,可以用于检查整个消化道。本文提出了一种用于胶囊内窥镜导航系统的新型三线圈驱动器。所提出的系统基于电流控制磁悬浮概念,利用胶囊体内的小型永磁体和放置在可移动框架上的受控电磁铁致动器。对所提出的控制系统的动力学进行了数学建模,然后以状态空间形式表示。在本研究中,使用线性二次调节器(LQR)技术为胶囊驱动系统设计了3DOF控制器。人工蜂群(ABC)调谐算法用于获得控制器增益参数的最佳值。利用Matlab/Simulink工具对优化后的LQR控制器进行了仿真,并根据稳定性和控制力参数对其性能进行了评估,以验证所提出的系统。最后,仿真结果表明,基于ABC优化方法的LQR控制器可以用于合成有效的胶囊驱动系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design of optimised linear quadratic regulator for capsule endoscopes based on artificial bee colony tuning algorithm
Wireless Capsule Endoscope (WCE) is a new medical device that can be used for examining the whole digestive tract if effectively actuated. In this paper, a new three-coil actuator is proposed for the capsule endoscope navigation system. The proposed system, which is based on the currentcontrolled magnetic levitation concept, utilises a small permanent magnet within the capsule body and an arrangement of controlled electromagnet actuator placed on a movable frame. The dynamics of the proposed control system is modelled mathematically and then formulated in state space form. In this research, the Linear Quadratic Regulator (LQR) technique is used for designing a 3DOF controller for the capsule actuation system. Artificial Bee Colony (ABC) tuning algorithm is used for obtaining optimum values for controller gain parameters. The optimised LQR controller is simulated by using the Matlab/Simulink tool, and its performance is then evaluated based on the stability and control effort parameters to validate the proposed system. Finally, the simulation results suggest that the LQR controller based on the ABC optimisation method can be adopted to synthesise an effective capsule actuation system.
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来源期刊
International Journal for Engineering Modelling
International Journal for Engineering Modelling Engineering-Mechanical Engineering
CiteScore
0.90
自引率
0.00%
发文量
12
期刊介绍: Engineering Modelling is a refereed international journal providing an up-to-date reference for the engineers and researchers engaged in computer aided analysis, design and research in the fields of computational mechanics, numerical methods, software develop-ment and engineering modelling.
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