Priority switching approach for multi-objective MPC for brandy distillation systems

Marwa Ben Ticha, V. Sircoulomb, N. Langlois
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Abstract

This paper proposes a new Model Predictive Control approach that is based on multi-objective optimization with prioritization and switching between multiple models obtained at different operating phases. At each sampling step, several conflicting objectives are to be optimized under an order of priority that may be changed from one phase of the process working cycle to another. The proposed Switched Multi-Objective Prioritizing MPC (S-MOP-MPC) is then applied to a brandy distillation process.
白兰地蒸馏系统多目标MPC的优先切换方法
本文提出了一种新的模型预测控制方法,该方法基于多目标优化,在不同运行阶段获得的多个模型之间进行优先级排序和切换。在每个采样步骤中,几个相互冲突的目标将在优先级顺序下进行优化,该优先级顺序可能从流程工作周期的一个阶段更改到另一个阶段。然后将所提出的切换多目标优先化MPC (S-MOP-MPC)应用于白兰地蒸馏过程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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