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Prediction-based Adaptive Robust Control for a Class of Uncertain Time-delay Systems

机译:一类不确定时滞系统的基于预测的自适应鲁棒控制

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This paper presents an integrated control design approach for a class of dynamical systems that satisfy a certain matching condition subject to known input time-delay, unknown parameters, and time-varying disturbances, simultaneously. A novel nonlinear predictor adaptive robust control (PARC) is proposed to track a desired state trajectory. The controller uses predictor-based model compensation to attenuate the effect of input time-delay, gradient type projection with prediction-based learning mechanisms to reduce the parameter uncertainties, and prediction-based nonlinear robust feedback to attenuate the effect of model approximation errors and disturbances, simultaneously. The controller guarantees a prescribed transient performance (with global exponential convergence) and final steady-state tracking error with an ultimate bound proportional to the time-delay, the disturbances, and the switching gain. The effectiveness of the proposed control design is illustrated with a simple tumor growth example.
机译:本文针对一类同时满足已知输入时滞,未知参数和时变扰动的匹配条件的动力学系统,提出了一种集成控制设计方法。提出了一种新颖的非线性预测器自适应鲁棒控制(PARC)来跟踪所需的状态轨迹。控制器使用基于预测器的模型补偿来减弱输入时延的影响,采用基于预测的学习机制的梯度类型投影来减少参数不确定性,并使用基于预测的非线性鲁棒反馈来减弱模型逼近误差和干扰的影响, 同时。控制器可保证规定的瞬态性能(具有全局指数收敛性)和最终的稳态跟踪误差,其最终界限与时间延迟,干扰和开关增益成正比。一个简单的肿瘤生长实例说明了所提出的对照设计的有效性。

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