Abstract:Concurrent design method is adopted in this paper to design and integrally optimize a single-link robotic flexible manipulator system,whose mathematical model includes construction parameters,sensor parameters and controller parameters. An improved genetic algorithm(GA) is used for parameter global optimization. Simulation results demonstrate that the optimized manipulator beam is non-uniform cross-section beam. And with simple PD controller,the system shows improved performances of tip vibration suppression.
肖志权, 崔玲丽. 基于遗传算法的柔性机械臂的同时优化设计[J]. 机器人, 2004, 26(2): 170-169,175.
XIAO Zhiquan, CUI Lingli. GA Based Concurrent Optimization and Design of Flexible Manipulator System. ROBOT, 2004, 26(2): 170-169,175.
Zhou P X,Wang F Y,Chen W N,et al.Optimal construction of flexible manipulators:a case study based on LQR output feedback[J] ,Mechatronics,2001,11(1):55-77.
[3]
Yamamoto K,Inoue O.New evolutionary direction operator for genetic algorithms[J].AIAA Journal,1995,33(10):1990-1993.