A nonlinear high gain observer for an olive oil waste esterification in a continuous stirred tank reactor

Amira Abdelkader, Moez Boussada, A. S. Nouri, H. Hammouri, K. Fiaty
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引用次数: 4

Abstract

In this paper, a nonlinear high gain observer is developed to reconstruct the full state of an olive oil waste esterification process. This operation is taking place in a semi-continuous stirred tank reactor. The plant model, as most of the chemical processes, presents a high level of non linearities and interconnections between states. Most of the works developed around such model are based on a canonical form of the model or in single input single output structure. We show, in this work, that it is possible to synthesis a high gain based full observer for a multi input multi output system and to ensure good applicability of a such observer. The results are validated on real measurements of the plant. The second part is devoted to performances' comparison between our observer and the well used observer for such nonlinear systems, the Extended Kalman Filter. The comparison shows that the high gain observer presents better results in precision and application limitations.
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连续搅拌槽式反应器中橄榄油废液酯化反应的非线性高增益观测器
本文建立了一个非线性高增益观测器来重建橄榄油废料酯化过程的完整状态。该操作是在半连续搅拌槽式反应器中进行的。与大多数化学过程一样,植物模型表现出高度的非线性和状态之间的相互联系。围绕该模型展开的大部分工作都是基于模型的规范形式或单输入单输出结构。我们表明,在这项工作中,有可能为多输入多输出系统合成基于高增益的全观测器,并确保这种观测器的良好适用性。结果在工厂的实际测量中得到了验证。第二部分致力于将我们的观测器与这类非线性系统的常用观测器——扩展卡尔曼滤波器的性能进行比较。比较表明,高增益观测器在精度和应用局限性方面都有较好的效果。
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