Performance analysis of two-degree of freedom fractional order PID controllers for robotic manipulator with payload

被引:101
|
作者
Sharma, Richa [1 ]
Gaur, Prerna [1 ]
Mittal, A. P. [1 ]
机构
[1] Netaji Subhas Inst Technol, Instrumentat & Control Engn Div, New Delhi 110078, India
关键词
Two-link rigid robotic manipulator; Fractional order PID controller; Two-degree of freedom controller; Cuckoo search algorithm; Trajectory tracking; Payload variation with time; Robustness testing; (PID-MU)-D-LAMBDA CONTROLLER; OPTIMUM DESIGN; OPTIMIZATION; ALGORITHM; SYSTEM;
D O I
10.1016/j.isatra.2015.03.013
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The robotic manipulators are multi-input multi-output (MIMO), coupled and highly nonlinear systems. The presence of external disturbances and time-varying parameters adversely affects the performance of these systems. Therefore, the controller designed for these systems should effectively deal with such complexities, and it is an intriguing task for control engineers. This paper presents two-degree of freedom fractional order proportional-integral-derivative (2-DOF FOPID) controller scheme for a two-link planar rigid robotic manipulator with payload for trajectory tracking task. The tuning of all controller parameters is done using cuckoo search algorithm (CSA). The performance of proposed 2-DOF FOP1D controllers is compared with those of their integer order designs, i.e., 2-DOF PID controllers, and with the traditional PID controllers. In order to show effectiveness of proposed scheme, the robustness testing is carried out for model uncertainties, payload variations with time, external disturbance and random noise. Numerical simulation results indicate that the 2-DOF FOPID controllers are superior to their integer order counterparts and the traditional PID controllers. (C) 2015 ISA. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:279 / 291
页数:13
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