Research on layout and operational pose optimization of robot grinding system based on optimal stiffness performance
Authors:
Open Access
- 1 January 2017
- journal article
- Published by Japan Society of Mechanical Engineers in Journal of Advanced Mechanical Design, Systems, and Manufacturing
- Vol. 11 (2) , JAMDSM0022
Abstract
In a robot grinding system, the change of the robot's pose affects the overall stiffness of the whole machining system, which indirectly leads to the irregularity of the grinding surface. For this purpose, we propose a method to enhance the stiffness of the robot. The robot grinding system layout is usually based on the experience of the designer without any quantitative selection criteria. With the introduction of the stiffness performance evaluation index, we decouple the stiffness-couple relationship between the robot pose and layout of the robot system and calculate the value of the stiffness index for evaluating the performance of each layout point as a quantization selection basis. Using Rayleigh quotient as the stiffness performance evaluation index for the manipulator, we obtain a relationship between the stiffness performance and the installation position of the grinding tool. Based on the chosen layout point, we proposed the length of the semi axis along the direction of the grinding force in the stiffness ellipsoid as the optimization objective and obtain the optimal configuration in the entire processing workspace through a genetic algorithm method. Theoretical and numerical simulation is presented to demonstrate the effectiveness of the proposed approach. The results demonstrate that the optimization improves the stiffness performance significantly.Keywords
This publication has 14 references indexed in Scilit:
- Recent developments on machining fixture layout design, analysis, and optimization using finite element method and evolutionary techniquesThe International Journal of Advanced Manufacturing Technology, 2013
- Joint stiffness identification of six-revolute industrial serial robotsRobotics and Computer-Integrated Manufacturing, 2011
- Difficulty of Kinematic Synthesis of Usable Constrained Planar 6R Robots2010
- Optimization of Operation Sequence in CNC Machine Tools Using Genetic AlgorithmJournal of Advanced Mechanical Design, Systems, and Manufacturing, 2007
- Rapid response manufacturing through a rapidly reconfigurable robotic workcellRobotics and Computer-Integrated Manufacturing, 2001
- Optimum design of 3-DOF spherical parallel manipulators with respect to the conditioning and stiffness indicesMechanism and Machine Theory, 2000
- Measurement issues in empirical research: improving measures of operations strategy and advanced manufacturing technologyJournal of Operations Management, 2000
- On the 6 × 6 cartesian stiffness matrix for three-dimensional motionsMechanism and Machine Theory, 1998
- Force polytope and force ellipsoid for redundant manipulatorsJournal of Robotic Systems, 1997
- A new method for calculating the Jacobian for a robot manipulatorRobotica, 1983