首页> 外文会议>Proceedings of the 15th IFAC World Congress: International Federation of Automatic Control >EXPERIMENTAL APPLICATION OF THE ITERATIVE LEARNING CONTROL TO THE TEMPERATURE CONTROL OF BATCH REACTOR
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EXPERIMENTAL APPLICATION OF THE ITERATIVE LEARNING CONTROL TO THE TEMPERATURE CONTROL OF BATCH REACTOR

机译:迭代学习控制在间歇式反应器温度控制中的实验应用

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A learning control solution to the problem of finding a finite-time optimal control history that minimizes a quadratic cost is presented. Learning is achieved without requiring a detailed knowledge of the system, which may be affected by unknown but repetitive disturbances. The objective of this work is considered as a validation of the results obtained in ( Mezghani, et al., 2001). It focuses on the temperature control of a semi-batch chemical reactor used for fine chemicals production. Such reactor is equipped with a heating/cooling system composed of different thermal fluids. With less modelling investigation, a feedback-feedforward control structure is proposed for ensuring the tracking performance of the desired temperature profile. Such strategy is derived from the family of the Iterative Learning Control named Batch Model Predictive Control (BMPC). The synthesis of the considered strategy is studied and improvements of the algorithm features are proposed. A robust supervisory control procedure is employed to choose the right fluid and to reduce the superfluous fluid changeovers. Experimental results are presented to illustrate the practical appeal and effectiveness of the proposed scheme.
机译:提出了一种学习控制解决方案,用于找到使二次成本最小的有限时间最优控制历史。无需了解系统的详细知识即可完成学习,该系统可能会受到未知但重复的干扰的影响。这项工作的目的被认为是对(Mezghani等,2001)中获得的结果的验证。它着重于用于精细化学品生产的半间歇式化学反应器的温度控制。这种反应器配备有由不同的热流体组成的加热/冷却系统。通过较少的模型研究,提出了一种反馈前馈控制结构,以确保所需温度曲线的跟踪性能。这种策略是从称为批次模型预测控制(BMPC)的迭代学习控制家族中派生的。研究了所考虑策略的综合,并提出了算法特征的改进。采用鲁棒的监督控制程序来选择正确的流体并减少多余的流体转换。实验结果表明了该方案的实际吸引力和有效性。

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