Title :
Optimal design and comparative analysis of a novel microgripper based on matrix method
Author :
Zhigang Wu ; Yangmin Li
Author_Institution :
Fac. of Sci. & Technol., Univ. of Macau, Taipa, China
Abstract :
In this paper, a kind of novel microgripper is designed and analyzed, which has two degrees of freedom in the x and y directions. The clamping action of the microgripper in the x direction is completed, however, when anything is clamped by the end-effector, it can be completely driven by an actuator generated in y direction. The kinematics and dynamics models of the gripper are established, which are based on matrix method and Lagrange method respectively, then the structure optimization for the mechanism can be conducted by using the Boltzmann machine algorithm based on simulated annealing, which can obtain the global optimum of the output displacement. Finally, the optimized architecture is validated by adopting finite element analysis(FEA), and the errors of FEA and matrix method are less than 8.5%.
Keywords :
Boltzmann machines; design engineering; end effectors; finite element analysis; grippers; manipulator dynamics; manipulator kinematics; micromanipulators; neurocontrollers; optimisation; Boltzmann machine algorithm; FEA; Lagrange method; clamping action; comparative analysis; dynamics models; end-effector; finite element analysis; kinematics models; matrix method; microgripper; optimal design; optimized architecture; structure optimization; Equations; Fasteners; Grippers; Joints; Mathematical model; Optimization; Symmetric matrices; dynamics; matrix method; microgripper; optimization;
Conference_Titel :
Advanced Intelligent Mechatronics (AIM), 2014 IEEE/ASME International Conference on
Conference_Location :
Besacon
DOI :
10.1109/AIM.2014.6878203