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author:

Liang, J. (Liang, J..) [1] | Chen, L. (Chen, L..) [2] | Liang, P. (Liang, P..) [3]

Indexed by:

Scopus PKU CSCD

Abstract:

For the general requirement of space robot to have advantages such as long arms and huge load for space on-orbit operation, the flexible problem of mechanical arm should be considered for analyzing space robot's dynamics and control. The coordinated motion control and vibration suppression problems of flexible arm space robot with unknown parameters were discussed. With the law of momentum conservation and assumed mode method, the Lagrange principle was utilized to model the dynamic function of flexible arm space robot. On these bases, mathematical models which were suit for control system design were established by using double time scale decomposition of singular perturbation theory. Aiming at the slow-subsystem, Radial Basis Function (RBF) neural network control algorithm with uncertain parameters was designed to dominate the trajectory tracking of coordinated motion. The research purpose of neural network control algorithm was to improve the control accuracy of whole system based on good on-line self-learning of neural network. For fast-subsystem, hierarchical fuzzy control algorithm was used to control the vibration of flexible link. The research purpose of hierarchical fuzzy control algorithm was to reduce the size of fuzzy rule base, and raises the calculation efficiency of fuzzy controller effectively. Computer simulation results illustrated the effectiveness and feasibility of proposed algorithms.

Keyword:

Flexible arm space robot; Hierarchical fuzzy control algorithm; Neural network; Radial basis function; Singular perturbation theory

Community:

  • [ 1 ] [Liang, J.]School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou 350108, China
  • [ 2 ] [Liang, J.]Digital Design Center for Manufacturing of Fujian Province, Fuzhou 350002, China
  • [ 3 ] [Chen, L.]School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou 350108, China
  • [ 4 ] [Liang, P.]Low Speed Aerodynamic Institute, China Aerodynamics Research and Development Center, Mianyang 622662, China

Reprint 's Address:

  • [Liang, J.]School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou 350108, China

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Source :

Computer Integrated Manufacturing Systems, CIMS

ISSN: 1006-5911

Year: 2012

Issue: 9

Volume: 18

Page: 1930-1937

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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