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Adaptive fractional fuzzy sliding mode control of microgyroscope based on backstepping design

机译:基于反推设计的微陀螺自适应分数模糊滑模控制

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摘要

In this paper, a robust sliding mode control (SMC) based on backstepping technique is studied for a microgyroscope in the presence of unknown model uncertainties and external disturbances using adaptive fuzzy compensator and fractional calculus. At first, the dynamic of microgyroscope is transformed into analogically cascade system to guarantee the application of backstepping design. Then a novel fractional differential sliding surface is proposed which integrates the capacities of the fractional calculus and SMC. In order to reduce the chattering in SMC, a fuzzy logical system is utilized to approximate the external disturbances. In addition, fractional order adaptive laws are derived to estimate the damping and stiffness coefficients and angular velocity online based on Lyapunov stability theory which also guarantees the stability of the closed loop system. Finally, simulation results signify the robustness and effectiveness of the proposed control schemes and the comparison of root mean square error under different fractional orders and integer order are given to demonstrate the better performance of proposed controller.
机译:本文采用自适应模糊补偿器和分数阶微积分技术,研究了存在未知模型不确定性和外部干扰的基于陀螺的鲁棒滑模控制(SMC)。首先,将微陀螺仪的动力学转换成模拟级联系统,以保证反推设计的应用。然后提出了一种新的分数阶微分滑动面,该分数阶微分滑动面整合了分数演算和SMC的能力。为了减少SMC中的颤动,使用模糊逻辑系统来近似外部干扰。另外,基于李雅普诺夫稳定性理论,导出分数阶自适应定律,在线估计阻尼系数,刚度系数和角速度,这也保证了闭环系统的稳定性。最后,仿真结果表明了所提出控制方案的鲁棒性和有效性,并给出了不同分数阶和整数阶下均方根误差的比较,以证明所提出的控制器具有更好的性能。

著录项

  • 期刊名称 other
  • 作者

    Xiao Liang; Juntao Fei;

  • 作者单位
  • 年(卷),期 -1(14),6
  • 年度 -1
  • 页码 e0218425
  • 总页数 21
  • 原文格式 PDF
  • 正文语种
  • 中图分类
  • 关键词

  • 入库时间 2022-08-21 11:05:46

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