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Adaptive Fuzzy Sliding Mode Control for Uncertain Inverted Pendulum System

机译:不确定倒立摆系统的自适应模糊滑模控制

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Firstly, the mathematical model of inverted pendulum system is created. Taking into account the uncertainty of inverted pendulum system external disturbances, adaptive fuzzy sliding mode controller is proposed with sliding mode control (SMC) theory and fuzzy logic theory. This controller can weaken the impact of uncertainty through fuzzification of the switching gain, Owing to Fuzzy approximation of the inverted pendulum system equations for an inverted pendulum with unknown parameters, this system achieve the adaptive control and optimize the control action. Secondly, inverted pendulum system has the features which SMC can keep invariance to the external disturbance and parameter perturbation. Lyapunov function is used to prove the stability of the controller. Simulation results also show that this controller can ensure inverted pendulum system fast response and robustness in the SIMULINK conditions.
机译:首先,创建了反相摆动系统的数学模型。考虑到倒置摆系统外部干扰的不确定性,提出了具有滑模控制(SMC)理论和模糊逻辑理论的自适应模糊滑模控制器。该控制器可以通过切换增益的模糊化削弱不确定性的影响,由于倒立摆的倒立摆的倒立摆系统方程具有未知参数的倒立摆系统方程,该系统实现了自适应控制并优化了控制动作。其次,倒立摆系统具有SMC可以保持不变性的外部干扰和参数扰动的特征。 Lyapunov功能用于证明控制器的稳定性。仿真结果还表明,该控制器可以确保在Simulink条件下的倒立摆系统快速响应和鲁棒性。

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