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倒立摆的自适应积分反步控制策略
引用本文:刘成基,陶玉帆,郭思雯,陈艺航. 倒立摆的自适应积分反步控制策略[J]. 计算机应用研究, 2020, 37(2): 452-455
作者姓名:刘成基  陶玉帆  郭思雯  陈艺航
作者单位:中国矿业大学(北京) 机电与信息工程学院,北京100083;中国矿业大学(北京) 机电与信息工程学院,北京100083;中国矿业大学(北京) 机电与信息工程学院,北京100083;中国矿业大学(北京) 机电与信息工程学院,北京100083
基金项目:中央高校基本科研业务费专项;国家自然科学基金
摘    要:针对直线单级倒立摆在模型参数不确定和外部扰动情况下的稳定控制问题,提出一种自适应积分反步控制策略。采用拉格朗日方程建立倒立摆系统的运动学模型,为减少稳态误差,将误差积分项引入反步法,设计了倒立摆的控制器;对含有未知参数的系统非线性状态微分方程,设计适当的Lyapunov函数推导出系统未知参数的自适应更新律,削弱了参数不确定性的影响。将自适应积分反步控制与一般的反步法控制、模糊控制及神经网络控制的仿真结果进行了对比,并在LabVIEW开发环境下进行了实物实验。结果表明,自适应积分反步法可以较为迅速且精确地完成稳定控制,较好地克服系统参数不确定及外部扰动的影响,具有较强的鲁棒性。

关 键 词:倒立摆  不确定性  自适应控制  积分反步法
收稿时间:2018-07-30
修稿时间:2018-09-24

Adaptive integral backstepping control strategy for inverted pendulum
Liu Chengji,Tao Yufan,Guo Siwen and Chen Yihang. Adaptive integral backstepping control strategy for inverted pendulum[J]. Application Research of Computers, 2020, 37(2): 452-455
Authors:Liu Chengji  Tao Yufan  Guo Siwen  Chen Yihang
Affiliation:School of Mechanical Electronic Information Engineering,China University of Mining Technology,Beijing,,,
Abstract:This paper proposed an adaptive integral backstepping control strategy to solve the stability control problem of inverted pendulum system with uncertain model parameters and external disturbance. It established the kinematics model of inverted pendulum system by using Lagrange equation. In order to reduce the steady state error, it introduced error integral term into backstepping method to design the controller of inverted pendulum. For the nonlinear state differential equations of system with unknown parameters, it designed a proper Lyapunov function to derive an adaptive update law for the unknown parameters of the system, and weakened the influence of parameter uncertainty. This paper compared the simulation results of adaptive integral backstepping control with results of general backstepping control, fuzzy control and neural network control and carried out the physical experiments in the LabVIEW development environment. The results show that the adaptive integral backstepping method which has good robustness can complete the stability control quickly and accurately. It can also overcome the uncertainty of the system parameters and the influence of external disturbance.
Keywords:inverted pendulum   uncertainty   adaptive control   integral backstepping method
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