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Nonlinear control of constrained linear systems via predictive reference management

机译:通过预测参考管理对约束线性系统进行非线性控制

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摘要

A method based on conceptual tools of predictive control is described for solving set-point tracking problems wherein pointwise-in-time input and/or state inequality constraints are present. It consists of adding to a primal compensated system a nonlinear device, called command governor (CG), whose action is based on the current state, set-point, and prescribed constraints. The CG selects at any time a virtual sequence among a family of linearly parameterized command sequences, by solving a convex constrained quadratic optimization problem, and feeds the primal system according to a receding horizon control philosophy. The overall system is proved to fulfill the constraints, be asymptotically stable, and exhibit an offset-free tracking behavior, provided that an admissibility condition on the initial state is satisfied. Though the CG can be tailored for the application at hand by appropriately choosing the available design knobs, the required online computational load for the usual case of affine constraints is well tempered by the related relatively simple convex quadratic programming problem.
机译:描述了一种基于预测控制的概念工具的方法,用于解决设定点跟踪问题,其中存在时间点输入和/或状态不等式约束。它包括在原始补偿系统中添加一个称为命令调节器(CG)的非线性设备,该设备的作用基于当前状态,设定点和规定的约束。 CG通过解决凸约束二次优化问题,随时选择一系列线性参数化命令序列中的虚拟序列,并根据后退的水平控制原理为原始系统供料。事实证明,只要满足初始状态的允许条件,整个系统就能满足约束条件,渐近稳定并表现出无偏移的跟踪行为。尽管可以通过适当选择可用的设计旋钮来为手边的应用量身定制CG,但由于相关的相对简单的凸二次规划问题,对于仿射约束的通常情况所需的在线计算负载得到了很好的调节。

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