DocumentCode :
3073040
Title :
Designing PID controllers for a five-bar linkage robot manipulator using BBO algorithm
Author :
Kankashvar, Mohammad Rasoul ; Kharrati, Hamed ; Asl, Reza Mohammadi ; Sadeghiani, Ali Barzegari
Author_Institution :
Fac. of Electr. & Comput. Eng., Univ. of Tabriz, Tabriz, Iran
fYear :
2015
fDate :
27-29 May 2015
Firstpage :
1
Lastpage :
6
Abstract :
This paper introduces a new modified Biogeography-Based Optimization (BBO) algorithm for improving the result of basic algorithm. The modified BBO is employed to tune the PID parameters of a nonlinear five-bar linkage robot. This robot manipulator has nonlinear dynamics with coupling effects. Firstly, the manipulator is linearized and decoupled using the feedback linearization technique. The linearized system is controlled with a PID controller. To illustrate the effectiveness of the proposed controller, The simulation results are presented and compared with the conventional artificial intelligence algorithms.
Keywords :
artificial intelligence; control system synthesis; feedback; manipulators; nonlinear control systems; optimisation; three-term control; BBO algorithm; PID controllers; artificial intelligence algorithms; biogeography-based optimization; feedback linearization; five-bar linkage robot manipulator; nonlinear dynamics; Couplings; Heuristic algorithms; Manipulator dynamics; Mathematical model; Optimization; Biogeography-Based Optimization; PID; evolutionary algorithms; feedback linearization; robot;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Modeling, Simulation, and Applied Optimization (ICMSAO), 2015 6th International Conference on
Conference_Location :
Istanbul
Type :
conf
DOI :
10.1109/ICMSAO.2015.7152247
Filename :
7152247
Link To Document :
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