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Robust predictive control via controlled invariant sets

机译:通过受控不变集具的强大预测控制

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A predictive controller robust against persistent disturbances is presented for discrete-time linear time-invariant constrained systems. It is known that the action of a bounded disturbance on a nominally designed predictive control loop can affect feasibility and consequently produce a dramatic degradation of performance: in certain cases even an unbounded state behaviour can occur. To overcome this difficulty, the notion of controlled disturbance (cd) invariant set has been used. The proposed controller is based on constrained optimization of a nominal (disturbance-free) performance index with the additional constraint that the future state will lie in a prescribed cd-invariant set whatever disturbance may have occurred. As a result, both bounded-disturbance-bounded-state stable behaviour and constraint fulfillment are guaranteed.
机译:针对离散时间线性时间不变约束系统提出了一种防止持续干扰的预测控制器稳健。众所周知,有界扰动对名义设计的预测控制回路的作用可能影响可行性,从而产生剧烈的性能劣化:在某些情况下,即使可能发生无界的状态行为。为了克服这种困难,已经使用了受控干扰(CD)不变集的概念。所提出的控制器基于标称(无扰动)性能指数的约束优化,其附加约束是未来状态将在规定的CD不变集中置于可能发生的任何干扰。结果,保证了界限扰动界限的状态稳定行为和约束满足。

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