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首页> 外文期刊>IMA Journal of Mathematical Control and Information >Sub-optimal stabilizing controller design for non-linear slowly varying systems: application in a benchmark system
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Sub-optimal stabilizing controller design for non-linear slowly varying systems: application in a benchmark system

机译:非线性缓慢变化系统的次优稳定控制器设计:在基准系统中的应用

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摘要

In this paper, non-linear time-varying systems with slowly varying parameters are considered. Using slowly varying control Lyapunov function and considering a cost function, a controller (with closed-form structure) is presented which guarantees asymptotic stability of the closed-loop non-linear slowly varying system. Moreover, the Hamilton-Jacobi-Bellman equation is analysed to show that the proposed controller is a sub-optimal controller and the response of the closed-loop system may be very close to its optimal solution. Additionally, in order to show the applicability of the proposed method, it is applied to the time-varying inertia pendulum, which is one of the famous benchmarks among the non-linear time-varying systems. Then, the efficiency of the designed controller is compared with that of a numerical optimal controller, which is called, 'receding horizon generalization of point-wise min-norm controller'. Simulation results demonstrate the applicability and efficiency of the proposed method.
机译:在本文中,考虑了具有缓慢变化的参数的非线性时变系统。利用缓变控制李雅普诺夫函数并考虑成本函数,提出了一种控制器(具有闭环结构),该控制器保证了闭环非线性缓变系统的渐近稳定性。此外,对汉密尔顿-雅各比-贝尔曼方程进行了分析,表明所提出的控制器是次优控制器,并且闭环系统的响应可能非常接近其最优解。另外,为了证明所提方法的适用性,将其应用于时变惯性摆,它是非线性时变系统中著名的基准之一。然后,将设计的控制器的效率与数值最优控制器的效率进行比较,后者称为“逐点最小范数控制器的递归水平推广”。仿真结果证明了该方法的适用性和有效性。

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