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
相关论文
共 50 条
  • [31] Implementation and comparative analysis of fractional order PID Embedded Controllers, applied to speed control of a robotic prosthesis
    Calderon, C. A.
    Sarango, Roger
    Macas, Edwin
    Ramirez, Cristian
    Rivas-Echeverria, F.
    Hernandez, W.
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION/XXIII CONGRESS OF THE CHILEAN ASSOCIATION OF AUTOMATIC CONTROL (ICA-ACCA), 2018,
  • [32] Design of Optimally Tuned Two Degree of Freedom Fractional Order PID Controller for Magnetic Levitation Plant
    Acharya, D. S.
    Mishra, S. K.
    Ranjan, P. K.
    Misra, S.
    Pallavi, S.
    [J]. 2018 5TH IEEE UTTAR PRADESH SECTION INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS AND COMPUTER ENGINEERING (UPCON), 2018, : 348 - 353
  • [33] Design of robust fractional order fuzzy sliding mode PID controller for two link robotic manipulator system
    Kumar, Jitendra
    Kumar, Vineet
    Rana, K. P. S.
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 35 (05) : 5301 - 5315
  • [34] A forward analysis of a two degree of freedom parallel manipulator
    Ridgeway, SC
    Crane, CD
    Duffy, J
    [J]. RECENT ADVANCES IN ROBOT KINEMATICS, 1996, : 431 - 440
  • [35] Tool for robust tuning of PI/PID controllers with two degree of freedom.
    Moliner, Roger
    Tanda, Rafael
    [J]. REVISTA IBEROAMERICANA DE AUTOMATICA E INFORMATICA INDUSTRIAL, 2016, 13 (01): : 22 - 31
  • [36] Adaptive fuzzy control of mechanical behavior for a two degree of freedom robotic manipulator
    Petrovic, PB
    Milacic, VR
    [J]. JOURNAL OF INTELLIGENT MANUFACTURING, 1998, 9 (04) : 369 - 375
  • [37] Improving the position control of a two degrees of freedom robotic sensing antenna using fractional-order controllers
    Feliu-Talegon, D.
    Feliu-Batlle, V.
    [J]. INTERNATIONAL JOURNAL OF CONTROL, 2017, 90 (06) : 1256 - 1281
  • [38] Neural Fractional Order PID Controllers Design for 2-Link Rigid Robot Manipulator
    Mohamed, Mohamed Jasim
    Oleiwi, Bashra Kadhim
    Abood, Layla H.
    Azar, Ahmad Taher
    Hameed, Ibrahim A.
    [J]. FRACTAL AND FRACTIONAL, 2023, 7 (09)
  • [39] Analytical Robust Tuning Approach for Two-Degree-of-Freedom PI/PID Controllers
    Vilanova, R.
    Alfaro, V. M.
    Arrieta, O.
    [J]. ENGINEERING LETTERS, 2011, 19 (03) : 204 - 214
  • [40] Kinematic Analysis of a Two Degree-of-freedom Parallel Manipulator
    Yan, Liang
    Chen, I-Ming
    Lim, Chee Kian
    [J]. 2008 IEEE CONFERENCE ON ROBOTICS, AUTOMATION, AND MECHATRONICS, VOLS 1 AND 2, 2008, : 1111 - 1116