Optimal Design of Fuzzy Fractional Order PIλDμ Controller for Redundant Robot

被引:11
作者
Kumar, Anupam [1 ]
Kumar, Vijay [1 ]
Gaidhane, Prasant J. [1 ]
机构
[1] Indian Inst Technol, Roorkee 247667, Uttar Pradesh, India
来源
6TH INTERNATIONAL CONFERENCE ON SMART COMPUTING AND COMMUNICATIONS | 2018年 / 125卷
关键词
Fuzzy logic controller; Fractional order PI lambda D mu controller; Trajectory tracking; Five-DOF redundant manipulator; Robustness testing; PID CONTROLLER; OPTIMIZATION; PERFORMANCE; MANIPULATOR;
D O I
10.1016/j.procs.2017.12.058
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The aim of this paper is to compare the performances of new fuzzy fractional order (FO) PID (fuzzy (PID mu)-D-lambda) controller with integer order fuzzy PID and PID controllers for controlling redundant robotic system for trajectory tracking problems. A five degree of freedom (5-DOF) redundant manipulator is an MIMO, and extremely non-linear system. The performances of the controlled system are poorly affected by the presence model uncertainties and external disturbances. Thus, controller design for redundant robot system is difficult job for controller designer. The tuning of each controller's parameters is completed with artificial bee colony (ABC) optimization techniques. For investigating the effectiveness, the robustness testing is also investigated for model uncertainties and disturbance rejection. After many numerical simulations and comparison with conventional controller i.e. fuzzy PID and PID controllers, it is found that fuzzy (PID mu)-D-lambda. controller can not only promise best trajectory tracking but also meliorate the plant robustness for model uncertainties and disturbance rejection. (C) 2018 The Authors. Published by Elsevier B.V.
引用
收藏
页码:442 / 448
页数:7
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