Design of Fractional-Order PID Controller for Trajectory Tracking Control of Continuum Robots

被引:2
|
作者
Belkhiri, Ayman [1 ,2 ]
Amouri, Ammar [2 ]
Cherfia, Abdelhakim [1 ]
机构
[1] Freres Mentouri Constantine 1 Univ, Dept Mech Engn, Lab Mech, Constantine, Algeria
[2] Freres Mentouri Constantine 1 Univ, Dept Mech Engn, Constantine, Algeria
来源
FME TRANSACTIONS | 2023年 / 51卷 / 02期
关键词
Continuum robot; cable-driven continuum robot; fractional-order PID controller; particle swarm optimization; trajectory tracking; PARTICLE SWARM OPTIMIZATION; ALGORITHM; DYNAMICS;
D O I
10.5937/fme2302243B
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
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.
引用
收藏
页码:243 / 252
页数:10
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