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author:

Zhu, An (Zhu, An.) [1] | Ai, Haiping (Ai, Haiping.) [2] | Chen, Li (Chen, Li.) [3] (Scholars:陈力)

Indexed by:

SCIE

Abstract:

In order to prevent joints from being damaged by impact force in a space robot capturing satellite, a spring-damper device (SDD) is added between the joint motor and manipulator. The device can not only absorb and attrition impact energy, but also limit impact force to a safe range through reasonable design compliance control strategy. Firstly, the dynamic mode of the space robot and target satellite systems before capture are established by using a Lagrange function based on dissipation theory and Newton-Euler function, respectively. After that, the impact effect is analyzed and the hybrid system dynamic equation is obtained by combining Newton's third law, momentum conservation, and a kinematic geometric relationship. To realize the buffer compliance stability control of the hybrid system, a reinforcement learning (RL) control strategy based on a fuzzy wavelet network is proposed. The controller consists of a performance measurement unit (PMU), an associative search network (ASN), and an adaptive critic network (ACN). Finally, the stability of system is proved by Lyapunov theorem, and both the impact resistance of SDD and the effectiveness of buffer compliance control strategy are verified by numerical simulation.

Keyword:

buffer compliance control fuzzy wavelet network reinforcement learning space robot spring-damper device

Community:

  • [ 1 ] [Zhu, An]Jiangxi Univ Sci & Technol, Sch Energy & Mech Engn, Nanchang 330013, Peoples R China
  • [ 2 ] [Ai, Haiping]Jiangxi Univ Sci & Technol, Sch Energy & Mech Engn, Nanchang 330013, Peoples R China
  • [ 3 ] [Zhu, An]Fuzhou Univ, Sch Mech Engn & Automat, Fuzhou 350116, Peoples R China
  • [ 4 ] [Ai, Haiping]Fuzhou Univ, Sch Mech Engn & Automat, Fuzhou 350116, Peoples R China
  • [ 5 ] [Chen, Li]Fuzhou Univ, Sch Mech Engn & Automat, Fuzhou 350116, Peoples R China

Reprint 's Address:

  • 艾海平

    [Ai, Haiping]Jiangxi Univ Sci & Technol, Sch Energy & Mech Engn, Nanchang 330013, Peoples R China;;[Ai, Haiping]Fuzhou Univ, Sch Mech Engn & Automat, Fuzhou 350116, Peoples R China

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Source :

APPLIED SCIENCES-BASEL

ISSN: 2076-3417

Year: 2022

Issue: 5

Volume: 12

2 . 7

JCR@2022

2 . 5 0 0

JCR@2023

ESI Discipline: ENGINEERING;

ESI HC Threshold:66

JCR Journal Grade:2

CAS Journal Grade:3

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 17

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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