Title :
Performance Analysis, Mapping, and Multiobjective Optimization of a Hybrid Robotic Machine Tool
Author :
Zhen Gao ; Dan Zhang
Author_Institution :
Fac. of Eng. & Appl. Sci., Univ. of Ontario Inst. of Technol., Oshawa, ON, Canada
Abstract :
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.
Keywords :
Jacobian matrices; Pareto optimisation; computerised numerical control; elastic constants; evolutionary computation; industrial manipulators; machine tools; manipulator kinematics; performance index; Jacobian matrix; Pareto-based evolutionary multiobjective performance optimization; X-Y gantry system; computer numerical control machine; dexterity; discrete-boundary-searching method; feature integration; five-axis hybrid manipulator; generic methodologies; global performance index; hybrid robotic machine tool; inverse kinematics; local performance index; manipulability; mathematic mapping; mathematical modelling; mechanism hybridization; multiobjective optimization; parallel/hybrid robotic machine tool design; parallel/hybrid robotic machine tool improvement; parallel/hybrid robotic machine tool modeling; performance analysis; performance improvement; representative nondominated solutions; serial mechanism; serial-parallel hybrid machine tool; stiffness; workspace calculation; workspace visualization; Accuracy; Joints; Kinematics; Machine tools; Mobile communication; Optimization; Robots; Evolutionary algorithm; hybrid robotic machine tool; local/global performances; multiobjective optimization;
Journal_Title :
Industrial Electronics, IEEE Transactions on
DOI :
10.1109/TIE.2014.2327008