Performance Analysis, Mapping, and Multiobjective Optimization of a Hybrid Robotic Machine Tool

被引:103
作者
Gao, Zhen [1 ]
Zhang, Dan [1 ,2 ]
机构
[1] Univ Ontario, Inst Technol, Fac Engn & Appl Sci, Oshawa, ON L1H 7K4, Canada
[2] Beijing Jiaotong Univ, Sch Mech Elect & Control Engn, Beijing 100044, Peoples R China
基金
加拿大自然科学与工程研究理事会;
关键词
Evolutionary algorithm; hybrid robotic machine tool; local/global performances; multiobjective optimization; GENETIC ALGORITHM; PARALLEL; WORKSPACE; DESIGN; COMPENSATION; CONTROLLER; DEXTERITY; SENSOR; FORCE; PATH;
D O I
10.1109/TIE.2014.2327008
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A serial-parallel hybrid machine tool is expected to integrate the respective features of pure serial/parallel mechanism. The traditional method of hybridization is to connect n (n >= 2) mechanisms bottom to head, in which at least one should be a parallel mechanism. One unique approach called Mechanism Hybridization is to embed one serial mechanism inside of a pure parallel mechanism, which greatly changes its overall performance. Based on this idea, an X-Y gantry system including a five-axis hybrid manipulator is developed, which is expected to be applied as the next generation of computer numerical control machine. The inverse kinematics and Jacobian matrix are derived. Since performance improvement is one of the most important factors that greatly affect the application potential of hybrid manipulators in different industry fields, to deeply investigate the comprehensive features, the local/global performance indexes of stiffness, dexterity, and manipulability are mathematically modeled and mapped. A discrete-boundary-searching method is developed to calculate and visualize the workspace. Pareto-based evolutionary multiobjective performance optimization is implemented to simultaneously improve the four indexes, and the representative nondominated solutions are listed. The proposed methodologies are generic and applicable for the design, modeling, and improvement of other parallel/hybrid robotic machine tools.
引用
收藏
页码:423 / 433
页数:11
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