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Supervision based on partial predictors for a multimodel generalised predictive control: experimental validation on a semi-batch reactor

机译:基于局部预测变量的多模型广义预测控制的监督:半间歇反应器的实验验证

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摘要

The multimodel approach has become a major research topic during the last few decades and unlike many other advanced techniques, it has also been successfully applied in industry. This paper describes the application of a multimodel generalised predictive control (MGPC) based on a commutation algorithm to the problem of a semi-batch reactor control. The commutation is controlled by a set of partial predictors which constitute a supervisor. The experimental results show that the multimodel generalised predictive control based on supervisor leads to good performances in terms of precision and tracking, relatively to the case where the direct adaptive generalised predictive control (DAGPC), is applied.
机译:在过去的几十年中,多模型方法已成为一个主要的研究主题,并且与许多其他先进技术不同,它也已成功应用于工业中。本文描述了基于换向算法的多模型广义预测控制(MGPC)在半间歇反应堆控制问题中的应用。换向由一组构成预测器的部分预测器控制。实验结果表明,与应用直接自适应广义预测控制(DAGPC)的情况相比,基于主管的多模型广义预测控制在精度和跟踪方面具有良好的性能。

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