Modern Manufacturing Engineering ›› 2024, Vol. 527 ›› Issue (8): 51-60.doi: 10.16731/j.cnki.1671-3133.2024.08.007

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Research on AGV deviation correction system based on fractional order sliding mode control

LIANG Biao1, ZHOU Deqiang1,2, SHENG Weifeng1,2, ZUO Wenjuan1,2, HE Changjiang1, XI Qing3, CHEN Quyan3   

  1. 1 College of Mechanical Engineering,Jiangnan University,Wuxi 214122,China;
    2 Jiangsu Key Laboratory of Advanced Food Manufacturing Equipment & Technology, Wuxi 214122,China;
    3 Wuxi Hongyi Intelligent Technology Co.,Ltd.,Wuxi 214174,China
  • Received:2023-10-07 Online:2024-08-18 Published:2024-08-30

Abstract: Aiming at the problem that the Automated Guided Vehicle (AGV) based on QR code navigation cannot quickly and smoothly eliminate the error when the starting pose deviation is large,a correction system based on auxiliary tracking trajectory and fractional sliding mode controller was proposed. The AGV kinematics and dynamics model were given,and the fractional order sliding mode controller was designed based on the fractional order integral operator and Exponential Super Twisting Algorithm (ESTA). Assistance systems were designed to compensate for possible input saturation issues and enhance the ability to handle transient disturbances. The auxiliary tracking trajectory was generated by uniform cubic B-spline curve,and the genetic algorithm was used to solve the optimal curve under the constraints of curvature and velocity. Stability proof was given by Lyapunov theory. The simulation results show that the system can effectively deal with the problem of excessive deviation of the starting pose,and has faster convergence speed and good anti-interference performance.

Key words: wheeled mobile robot, trajectory tracking, FOSMC, extended state observer, B-spline curve

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