Design of Fractional-Order PID controller for trajectory tracking control of continuum robots

IF 1.2 Q3 ENGINEERING, MECHANICAL FME Transactions Pub Date : 2023-01-01 DOI:10.5937/fme2302243b
Ayman Belkhiri, A. Amouri, A. Cherfia
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引用次数: 1

Abstract

Continuum robots are the behavioral extension of hyper-redundant robots usually inspired by living biological organs. These robots outperform their rigid counterparts regarding high flexibility, dexterity, and most importantly safe interaction. On the flip side, they are kinematically redundant, highly nonlinear, and multi-input, and consequently, their controlling remains a complex and challenging task. To this end, this paper proposes a Fractional-Order Proportional-Integral-Derivative (FOPID) controller to control the continuum robot's end-tip. The proposed controller is designed to control the inputs of a class of continuum robots, namely the Cable-Driven Continuum Robot (CDCR). To design the controller satisfactorily, the Particle Swarm Optimization (PSO) algorithm extracts the optimal values of the controller's parameters. The proposed FOPID controller's efficiency and control performance are demonstrated through two simulation examples: set-point tracking and point-to-point trajectory tracking. In addition, the obtained simulation results are compared to those provided by classical and Optimized PID controllers and to some available schemes. Given the obtained results, it is clear that the performances of the proposed FOPID controller are superior in tracking accuracy and smoothness in control signals.
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连续体机器人轨迹跟踪控制的分数阶PID控制器设计
连续体机器人是超冗余机器人的行为延伸,通常受到活体生物器官的启发。这些机器人在高灵活性、灵巧性和最重要的安全互动方面优于刚性机器人。另一方面,它们在运动上是冗余的、高度非线性的、多输入的,因此,它们的控制仍然是一项复杂而具有挑战性的任务。为此,本文提出了一种分数阶比例积分导数(FOPID)控制器来控制连续体机器人的端尖。所提出的控制器被设计用于控制一类连续统机器人的输入,即电缆驱动连续统机器人(CDCR)。为了设计出满意的控制器,采用粒子群优化算法提取控制器参数的最优值。通过设定点跟踪和点对点轨迹跟踪两个仿真实例,验证了所提FOPID控制器的效率和控制性能。此外,还将所得到的仿真结果与经典PID控制器和优化后的PID控制器所提供的仿真结果以及一些现有方案进行了比较。结果表明,所提出的FOPID控制器在跟踪精度和控制信号的平滑性方面具有优越的性能。
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来源期刊
FME Transactions
FME Transactions ENGINEERING, MECHANICAL-
CiteScore
3.60
自引率
31.20%
发文量
24
审稿时长
12 weeks
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