Space mechanical arm coordination control method based on self-adaption dynamic programming Nash game

A space manipulator and dynamic programming technology, applied in manipulators, program control manipulators, manufacturing tools, etc., can solve the problems of not being able to obtain the optimal control strategy and not having a clear control target

Active Publication Date: 2019-01-01
NORTHWESTERN POLYTECHNICAL UNIV
View PDF5 Cites 5 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the above control methods do not have a clear co...

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Space mechanical arm coordination control method based on self-adaption dynamic programming Nash game
  • Space mechanical arm coordination control method based on self-adaption dynamic programming Nash game
  • Space mechanical arm coordination control method based on self-adaption dynamic programming Nash game

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0064] The present invention is described in further detail below:

[0065] Aiming at the strong nonlinearity, strong coupling and partial state output characteristics in the space manipulator system, the present invention proposes a multi-objective approximate optimal control strategy based on adaptive dynamic programming. Firstly, a Lomberg class observer is designed to estimate All the state information in the system; secondly, design the adaptive dynamic programming iterative strategy of Nash control strategy; finally, use the neural network to approximate the multi-objective optimal control strategy.

[0066] The technical solution adopted by the present invention to solve its technical problems is: the space manipulator coordination control algorithm based on the adaptive dynamic programming Nash game is realized by the following steps:

[0067] 1. Model establishment

[0068] The dynamic model of the space manipulator is:

[0069] Among them, θ=[θ 1 θ 2 ] T , θ ...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

PUM

No PUM Login to view more

Abstract

The invention discloses a space mechanical arm coordination control method based on self-adaption dynamic programming Nash game. Firstly, considering the strong nonlinearity of a 2-freedom-degree space mechanical arm and the strong coupling among joints, a discrete nonlinear system model of the space mechanical arm is established; and secondly, by means of the characteristic that a neural networkinfinitely approaches to a nonlinear function, a luenberger observer is designed, and all state information in a system is estimated according to output information of the system. Finally, by means ofa neural network, a multi-target self-adaption dynamic programming approximate optimal control iterative algorithm is designed. The space mechanical arm coordination control method has the beneficialeffects that the strong nonlinearity and coupling are effectively solved and multi-joint coordination control is achieved, and engineering realization of a designed discrete controller is convenientto achieve.

Description

technical field [0001] The invention belongs to the field of space manipulator control, and relates to a space manipulator coordination control method, in particular to a space manipulator coordination control method based on adaptive dynamic programming Nash game. Background technique [0002] Space manipulator control systems play an increasing role in space missions such as on-orbit servicing, active debris removal, and interstellar exploration missions. However, the controller design is seriously hindered due to the strong nonlinear characteristics of multi-DOF manipulators and the strong coupling between joints. Therefore, it is particularly important to seek a control algorithm that can solve nonlinear characteristics and coupling characteristics. In addition, in a multi-DOF manipulator system, only part of the state information is output, which significantly increases the difficulty of controller design. Therefore, it is necessary to design a nonlinear state observe...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to view more

Application Information

Patent Timeline
no application Login to view more
IPC IPC(8): B25J9/16
CPCB25J9/1602
Inventor 袁源张鹏孙冲于洋万文娅李晨
Owner NORTHWESTERN POLYTECHNICAL UNIV
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap