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Building simulation model of infant-incubator system with decoupling predictive controller

机译:具有解耦预测控制器的婴儿保育箱系统仿真模型的建立

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摘要

This paper introduces theoretical modelling working on the thermal behavior of the premature infant. This study aims at developing a model useful for the prediction and design of the appropriate controller in objective to reduce evaporative heat loss. A calculation code has been developed to simulate the thermal response of a premature baby to climatic solicitation inside the incubator system. The model allows us to take into consideration radiative, conductive, convective, and evaporative heat transfers inside the incubator system. The air temperature and the humidity rate, which play a salient part in the convective and evaporative exchanges, are calculated by a coupled transfer function. At present, the environmental conditions (temperature and humidity) inside incubator are controlled with a classical Proportional Integral Differential (PID). In this work, we proposed a decoupling Generalized Predictive Controller (DGPC) based on the model described below to achieve an optimal thermal conditions (36.5-37.5) for immature newborn infants (birthweight <1000 grams). Real and simulations results prove the feasibility and effectiveness of the proposed model and controller.
机译:本文介绍了有关早产儿热行为的理论模型。这项研究旨在开发一个模型,该模型可用于预测和设计适当的控制器,以减少蒸发热损失。已经开发了计算代码来模拟早产婴儿对保育箱系统内部的气候诱因的热响应。该模型使我们能够考虑培养箱系统内部的辐射,传导,对流和蒸发热传递。在对流和蒸发交换中起着重要作用的空气温度和湿度率是通过耦合传递函数计算的。目前,培养箱内部的环境条件(温度和湿度)已通过经典的比例积分微分(PID)控制。在这项工作中,我们基于以下描述的模型提出了一种去耦广义预测控制器(DGPC),以为未出生的新生婴儿(出生体重<1000克)获得最佳的热条件(36.5-37.5)。实际和仿真结果证明了所提模型和控制器的可行性和有效性。

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  • 来源
    《Innovation and research in biomedical en》 |2014年第4期|189-201|共13页
  • 作者

    M.A. Zermani; E. Feki; A. Mami;

  • 作者单位

    Laboratoire de recherche en automatique, Ecole nationale d'ingenieurs de Tunis (ENIT), University Tunis el Manar, BP 37, Le Belvedere, 1002 Tunis, Tunisia;

    Laboratoire de recherche en automatique, Ecole nationale d'ingenieurs de Tunis (ENIT), University Tunis el Manar, BP 37, Le Belvedere, 1002 Tunis, Tunisia;

    Laboratoire de recherche en automatique, Ecole nationale d'ingenieurs de Tunis (ENIT), University Tunis el Manar, BP 37, Le Belvedere, 1002 Tunis, Tunisia;

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