Real-Time Trajectory Tracking Control of an Electro-Hydraulic System Using a Fuzzy Logic Sliding Mode Controller

M. F. Ghani, R. Ghazali, H. Jaafar, C. C. Soon
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Abstract

This paper presents the trajectory tracking control of an electro-hydraulic actuator (EHA) system using a fuzzy logic sliding mode control approach. To establish the proposed controller, a linear model of the EHA system is determined using the parametric Grey-box identification technique, and the model's parameters are estimated using the MATLAB System Identification Toolbox. Then, a fuzzy logic sliding mode controller is proposed by substituting the signum function with the fuzzy logic function in the conventional sliding mode control algorithm, and the MATLAB Fuzzy Logic toolbox was utilized to design the continuous fuzzy logic function. The stability of the closed-loop system with the proposed controller is assessed using Lyapunov's theory of stability. The control output for the tracking control system was acquired through simulation and real-time implementation in order to evaluate the trajectory tracking control performance. The real-time implementation for Sinusoidal trajectory tracking was conducted on an EHA workbench equipped with a PCIe-6321 card. For trajectory tracking control, experimental results indicate that the proposed controller is more effective than the conventional sliding mode controller.
基于模糊逻辑滑模控制器的电液系统实时轨迹跟踪控制
提出了一种基于模糊逻辑滑模控制的电液作动器系统的轨迹跟踪控制方法。为了建立所提出的控制器,采用参数灰盒识别技术确定了EHA系统的线性模型,并使用MATLAB系统识别工具箱估计了模型的参数。然后,将传统滑模控制算法中的模糊逻辑函数替换为sgum函数,提出了一种模糊逻辑滑模控制器,并利用MATLAB模糊逻辑工具箱设计了连续模糊逻辑函数。利用李雅普诺夫稳定性理论对该控制器下闭环系统的稳定性进行了评估。通过仿真和实时实现获取跟踪控制系统的控制输出,以评估轨迹跟踪控制的性能。在配备PCIe-6321卡的EHA工作台上进行了正弦轨迹跟踪的实时实现。对于轨迹跟踪控制,实验结果表明,该控制器比传统的滑模控制器更有效。
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