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Composite Adaptive Fuzzy Prescribed Performance Control of Nonlinear Systems

机译:非线性系统的复合自适应模糊规定性能控制

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摘要

This paper proposes an adaptive fuzzy prescribed performance control (PPC) method of a class of uncertain nonlinear systems. Different from the traditional PPC approach that requires the exact values of the initial conditions, by using a new type of performance function, the proposed PPC scheme together with a composite adaptation law works effectively even without the knowledge of initial conditions. Meanwhile, the constructed disturbance observer and fuzzy logic systems can estimate system uncertainties including external disturbances and fuzzy approximation errors. Under the proposed tracking controller, the boundedness of all involved signals is guaranteed, and the tracking errors satisfy the prescribed performance bounds all the time. Finally, simulation results show the efficacy of the proposed method.
机译:该文提出了一类不确定非线性系统的自适应模糊规定性能控制(PPC)方法。与传统要求初始条件精确值的PPC方法不同,该方案采用一种新型的性能函数,在未了解初始条件的情况下,结合复合适应律,也能有效工作。同时,构造的扰动观测器和模糊逻辑系统可以估计系统的不确定性,包括外部扰动和模糊逼近误差。在所提出的跟踪控制器下,保证了所有涉及信号的有界性,并且跟踪误差始终满足规定的性能边界。最后,仿真结果验证了所提方法的有效性。

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