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Robust control strategies for multi-inventory systems with average flow constraints

机译:具有平均流量约束的多库存系统的鲁棒控制策略

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摘要

In this paper, we consider multi-inventory systems in the presence of uncertain demand. We assume that (i) demand is unknown but bounded in an assigned compact set and (ii) the control inputs (controlled flows) are subject to assigned constraints. Given a long-term average demand, we select a nominal flow that feeds such a demand. In this context, we are interested in a control strategy that meets at each time all possible current demands and achieves the nominal flow in the average. We provide necessary and sufficient conditions for such a strategy to exist and we characterize the set of achievable flows. Such conditions are based on linear programming and thus they are constructive. In the special case of a static flow (i.e. a system with 0-capacity buffers) we show that the strategy must be affine. The dynamic problem can be solved by a linear-saturated control strategy (inspired by the previous one). We provide numerical analysis and illustrative examples.
机译:在本文中,我们考虑存在不确定需求的多库存系统。我们假设(i)需求未知,但受分配的紧凑集约束,并且(ii)控制输入(受控流)受到分配的约束。给定长期的平均需求,我们选择满足这种需求的名义流量。在这种情况下,我们感兴趣的是一种控制策略,该策略每次都能满足所有可能的电流需求,并实现平均的名义流量。我们为这种策略的存在提供了必要和充分的条件,并描述了可实现的流程的特征。这些条件基于线性规划,因此具有建设性。在静态流的特殊情况下(即具有0容量缓冲区的系统),我们表明该策略必须是仿射的。动态问题可以通过线性饱和控制策略来解决(由上一个方法启发)。我们提供数值分析和说明性示例。

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