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Integrating strategic, tactical and operational supply chain decision levels in a model predictive control framework

机译:在模型预测控制框架中整合战略,战术和运营链决策水平

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In this work an MILP model which achieves the integration of all three Supply Chain (SC) decision levels is developed. Then, the stochastic version of this integrated model is applied as the predictive model in a Model Predictive Control (MPC) framework in order to incorporate and tackle unforeseen events in the SC planning problem in chemical process industries. Afterwards, the validation of the proposed approach is justified and the resulting potential benefits are highlighted through a case study. The results obtained of this particular case study are analyzed and criticized towards future work.
机译:在这项工作中,开发了实现所有三个供应链(SC)决策级别集成的MILP模型。然后,将该集成模型的随机版本应用于模型预测控制(MPC)框架中的预测模型,以便在化学过程行业中的SC规划问题中结合和解决不可预见的事件。之后,通过案例研究突出了所提出的方法的验证是合理的,并通过案例研究突出了所产生的潜在效益。对该特殊案例研究获得的结果分析并批评了未来的工作。

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