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Model predictive control for a revenue account of a cash concentration and disbursements system

机译:现金集中和支付系统收入帐户的模型预测控制

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This paper presents a Model Predictive Control (MPC) for a revenue account belonging to a cash concentration and disbursements system, based on the application of inventory policies to the cash balance. Dynamic Programming (DP) is used for the prediction model by including a standard forecasting model for uncertainty. Moreover, a band for the uncertainty is established to narrow the input of the DP model which, coupled with the introduction of a stabilizing regulator in cascade fashion using a linear feedback gain, allows determining a range for the system stability regardless of size of the prediction horizon. The reference signal used is a sawtooth function, which conveniently adapts to the inventory policy (s, S). Theoretically, and through simulation, it is shown that the proposed controller meets the control objective.
机译:本文基于库存策略对现金余额的应用,提出了一种属于现金集中和支付系统的收入帐户的模型预测控制(MPC)。动态编程(DP)用于预测模型,方法是包括用于不确定性的标准预测模型。此外,建立了不确定性范围以缩小DP模型的输入,再加上使用线性反馈增益以级联方式引入稳定调节器,无论预测大小如何,都可以确定系统稳定性的范围地平线。所使用的参考信号是锯齿函数,可方便地适应库存策略(s,S)。从理论上,通过仿真,表明所提出的控制器满足控制目标。

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