DocumentCode :
1851560
Title :
Accuracy-Based Architecture Optimization of a 3-DOF Parallel Kinematic Machine
Author :
Xu, Qingsong ; Li, Yangmin
Author_Institution :
Dept. of Electromechanical Eng., Fac. of Sci. & Technol., Macau Univ.
fYear :
2006
fDate :
8-10 Oct. 2006
Firstpage :
63
Lastpage :
68
Abstract :
In this paper, the architectural parameters optimization of a three degree-of-freedom (DOF) parallel kinematic machine (PKM) with three PUU (prismatic-universal-universal) links is performed using the efficient particle swarm optimization (PSO) to achieve the best accuracy characteristics. The error transformation matrix (ETM) is derived based on the differentiation of kinematic equations, and the lowest value of the maximum singular value of the ETM over a usable workspace is considered as an error performance index for the optimal design. To emphasize the efficiency of the PSO method, both the traditional direct search method and the genetic algorithm (GA) are compared with it. The simulation results demonstrate that the PSO is the best method for the optimization, and the analysis results are valuable in designing and controlling a 3-PUU PKM for machine tool applications
Keywords :
differential equations; error analysis; manipulator kinematics; matrix algebra; particle swarm optimisation; performance index; 3DOF parallel kinematic machines; accuracy-based architecture optimization; direct search method; error performance index; error transformation matrix; genetic algorithms; kinematic equations differentiation; machine tool applications; particle swarm optimization; three prismatic-universal-universal links; Automatic control; Automation; Differential equations; Ellipsoids; Error correction; Kinematics; Machine tools; Manufacturing; Particle swarm optimization; Performance analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automation Science and Engineering, 2006. CASE '06. IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
1-4244-0310-3
Electronic_ISBN :
1-4244-0311-1
Type :
conf
DOI :
10.1109/COASE.2006.326856
Filename :
4120322
Link To Document :
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