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Complementarity Systems in Constrained Steady-State Optimal Control

机译:约束稳态最优控制中的互补系统

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This paper presents a solution to the problem of regulating a general nonlinear dynamical system to a time-varying economically optimal operating point. The system is characterized by a set of exogenous inputs as an abstraction of time-varying loads and disturbances. The economically optimal operating point is implicitly defined as a solution to a given constrained convex optimization problem, which is related to steady-state operation. The system outputs and the exogenous inputs represent respectively the decision variables and the parameters in the optimization problem. Complementarity systems are employed as building blocks to construct a dynamic controller that solves the considered regulation problem. The complementarity solution arises naturally via a dynamic extension of the Karush-Kuhn-Tucker optimality conditions for the steady-state related optimization problem.
机译:本文提出了一种解决方案,将一般的非线性动力学系统调节到时变的经济最佳工作点。该系统的特征是一组外部输入,作为时变负载和干扰的抽象。经济上最佳的工作点被隐式地定义为给定的约束凸优化问题的解决方案,该问题与稳态操作有关。系统输出和外部输入分别代表优化问题中的决策变量和参数。互补系统被用作构建动态控制器的基石,以解决所考虑的调节问题。互补性解决方案是通过针对稳态相关优化问题的Karush-Kuhn-Tucker最优性条件的动态扩展而自然产生的。

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