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Design, analysis and validation of a simple dynamic model of a submerged membrane bioreactor

机译:潜水膜生物反应器的简单动力学模型的设计,分析和验证

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摘要

In this study, a simple dynamic model of a submerged membrane bioreactor (sMBR) is proposed, which would be suitable for process control. In order to validate the proposed model structure, informative data sets are generated using a detailed simulator built in a well-established environment, namely GPS-X. The model properties are studied, including equilibrium points, stability, and slow/fast dynamics (three different time scales). The existence of slow-fast dynamics is central to the development of a dedicated parameter estimation procedure. Finally, a nonlinear model predictive control is designed to illustrate the potential of the developed model within a model-based control structure. The problem of water treatment in a recirculating aquaculture system is considered as an application example.
机译:在这项研究中,提出了一种适用于过程控制的浸没式膜生物反应器(sMBR)的简单动力学模型。为了验证提出的模型结构,使用在完善的环境即GPS-X中构建的详细模拟器来生成信息性数据集。研究了模型的属性,包括平衡点,稳定性和慢/快动力学(三个不同的时标)。慢速动力学的存在对于开发专用参数估计程序至关重要。最后,设计了非线性模型预测控制,以说明基于模型的控制结构内已开发模型的潜力。循环水产养殖系统中的水处理问题被认为是一个应用实例。

著录项

  • 来源
    《Water Research》 |2015年第1期|97-108|共12页
  • 作者单位

    University of Mons - Automatic Control Laboratory - Biosys, Boulevard Dolez 31, 7000 Mons, Belgium,Equipe Projet INRA-INRIA MODEMIC, Route des Lucioles, 06902 Sophia-Antipolis, France,UMR INRA-SupAgro MISTEA, 2 Place Viala, 34060 Montpellier, France;

    University of Mons - Automatic Control Laboratory - Biosys, Boulevard Dolez 31, 7000 Mons, Belgium;

    Equipe Projet INRA-INRIA MODEMIC, Route des Lucioles, 06902 Sophia-Antipolis, France,INRA, UR050, Laboratoire de Biotechnologie de l'Environnement, Av. des Etangs, F-11100 Narbonne, France;

    Equipe Projet INRA-INRIA MODEMIC, Route des Lucioles, 06902 Sophia-Antipolis, France,UMR INRA-SupAgro MISTEA, 2 Place Viala, 34060 Montpellier, France;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Mathematical modeling; Singular perturbation; Parameter estimation; Model-based control; Recirculating aquaculture system;

    机译:数学建模;奇异摄动;参数估计;基于模型的控制;循环水产养殖系统;

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