通用奇异最优控制:仿射系统

Andrés Gabriel García, Juan Andr'es Roteta Lannes
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摘要

本文主要研究具有单输入和参考跟踪信号的非线性系统的最优控制器问题。根据问题的公式,任何期望的信号都可以用闭环控制器即时跟踪,而不需要积分项。呈现是最优控制的核心。然而,这项研究没有考虑积分项,允许跟踪和稳定自然发生。它具有广泛的应用范围,即在处理仿射非线性系统时,在某些情况下提供具有渐近稳定性的几何控制统一。来自最优控制的一个常见场景涉及到积分成本函数的最小化。诸如渐近稳定性或甚至跟踪到期望的参考信号等问题一直是主要的限制。在本研究中,主要定理允许解无积分项的最优控制问题,即具有输入/状态约束的跟踪问题,提供闭环控制器。本文以直摆直流电动机为例,对其进行了奇异最优控制试验。结果证实了该方法的渐近稳定性和最优跟踪,精度为95%。本研究的主要贡献包括无混合初始/最终条件的最优闭环控制器,输入/状态约束,渐近稳定性保证,与几何工具的强连接以及最终推广到具有多输入系统的可能性。综上所述,一般的非线性控制系统可以包含在本研究中提出的最优控制方法中,包括输入/状态约束。由于缺乏积分项,可以采用最优闭环控制器以封闭形式解决问题。
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Universal Singular Optimal Control: Affine Systems
: In this study, the problem of finding an optimal controller for nonlinear systems with one input and a reference tracking signal is approached. With the problem's formulation, any desired signal can be tracked instantly with a closed-loop controller without the need for integral terms. Presentation lies at the heart of optimal control. This study, however, does not consider the integral term, allowing tracking and stability to occur naturally. It has a broad scope with a wide range of applications, namely when dealing with affine nonlinear systems, which provide geometric control unification with asymptotic stability in some cases. A common scenario that comes from optimal control involves the minimization of integral cost functionals. Issues like asymptotic stability or even tracking to the desired reference signal have always been the main limitations. In this study, the main theorem allows the solution of optimal control problems with no-integral terms, in other words tracking problems with input/state constraints, providing closed-loop controllers. A DC motor with a pendulum in upright position is an example of an application for which singular optimal control is tested in this study. The results confirm both asymptotic stability and optimal tracking with an accuracy of 95%. The main contributions of this study include an optimal closed-loop controller with no mixed initial/final conditions, input/state constraints, asymptotic stability guarantee, a strong connection with geometric tools and finally the possibility to generalize to systems with multiple inputs. As a conclusion, general nonlinear control systems can be included in the optimal control methodology presented in this study including input/state constraints. Due to the lack of integral terms, the problem can be solved in closed form by using an optimal closed-loop controller .
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