Title :
Optimal point-to-point motion planning of flexible parallel manipulator with adaptive Gauss pseudo-spectral method
Author :
Minxiu Kong ; Zhengsheng Chen ; Chen Ji ; Ming Liu
Author_Institution :
Sch. of Mechatron., Harbin Inst. of Technol., Harbin, China
Abstract :
Optimal point-to-point motion planning of flexible parallel manipulator was investigated in this paper. First, the dynamic model of a 3RRR planar parallel manipulator was derived through Kane equation and the improved curvature-based finite element (ICFE) method. Secondly, an optimal point-to-point motion planning problem was constructed with consideration of the flexible dynamic model. Then, an adaptive Gauss Pseudo-spectral Method (GPM) was proposed to transcribe the trajectory optimization problem into Nonlinear Programming (NLP) problem, and the SQP was adopted to solve the NLP problem. At last, the simulation was carried out on a 3RRR flexible parallel manipulator, the result showed residue vibration of the flexible links can be diminished and the predefined accuracy can be satisfied by adding collocation points or refining the mesh interval through the proposed adaptive algorithm.
Keywords :
dynamic programming; finite element analysis; flexible manipulators; manipulator dynamics; nonlinear programming; optimal control; path planning; trajectory control; vibration control; 3RRR planar parallel manipulator; GPM; ICFE method; Kane equation; NLP problem; SQP; adaptive Gauss pseudo-spectral method; curvature-based finite element method; flexible dynamic model; flexible parallel manipulator; mesh interval; nonlinear programming; optimal point-to-point motion planning; residue vibration; sequential dynamic programming; trajectory optimization; Joints; Manipulator dynamics; Mathematical model; Planning; Polynomials;
Conference_Titel :
Advanced Intelligent Mechatronics (AIM), 2014 IEEE/ASME International Conference on
Conference_Location :
Besacon
DOI :
10.1109/AIM.2014.6878186