控制器(灌溉)
整数(计算机科学)
函数逼近
传递函数
近似理论
数值分析
控制理论(社会学)
近似算法
计算机科学
数学
数学优化
工程类
人工神经网络
控制(管理)
数学分析
人工智能
农学
生物
电气工程
程序设计语言
作者
Yuan Li,Bin Zi,Zhi Sun,Bin Zhou,Huafeng Ding
标识
DOI:10.1016/j.mechmachtheory.2023.105460
摘要
This paper presents the design and implementation of a fractional-order controller for a cable-driven waist rehabilitation robotic system (CDWRRS) based on an improved Oustaloup numerical approximation method. First, the mechanical structure and hardware design of the CDWRRS are established based on the demands of waist rehabilitation training. Next, a fractional-order controller is designed and implemented. The function of the proposed controller is realised using integer-order systems for approximation. Additionally, an improved numerical approximation method is proposed based on the Oustaloup numerical approximation method. In the Oustaloup method, the zeros and poles of the integer-order transfer functions are different, and the approximation errors near the endpoints of the frequency range are not considered. To address these problems, the proposed numerical approximation method improves the approximation accuracy and reduces the calculation cost. Finally, numerical examples and experimental results are presented to verify the feasibility and effectiveness of the improved Oustaloup numerical approximation method and the designed fractional-order controller for the developed CDWRRS.
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