一个多用途水箱工厂的建模

A. Rojas-Moreno, J. Hernandez-Garagatti
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引用次数: 2

摘要

本研究开发了一个多用途工厂的非线性和线性动态模型:一个由两种流量(冷水和热水)馈送的水箱,这两种流量混合产生一个流出率。这样的工厂是一个多输入多输出(MIMO)过程,有两个输入:冷水和热水流量,两个输出:水箱内水的液位和温度。这种植物在其输入和输出之间表现出相互作用,因为一种输入的变化会影响另一种输出的行为。通过实验确定了冷流量和热流量的最大值,并计算了出流量的流量系数。应用物理定律,利用实验得到的参数,建立了多输入多输出非线性动力学模型。对非线性模型的相应状态空间表示进行线性化,生成其LTI(线性时不变)状态空间形式。工厂的非线性和线性模型是实现的必要条件,例如,基于模型的控制算法。例如,未来的工作将使用开发的LTI状态空间模型来设计FO(分数阶)MIMO控制器。
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Modeling a multipurpose water tank plant
This work develops nonlinear and linear dynamic models of a multipurpose plant: a water tank fed by two flow rates (cold and hot water), which are mixed to produce an outflow rate. Such a plant is a MIMO (Multiple Input, Multiple Output) process with two inputs: cold and hot water flow rates, and two outputs: level and temperature of the water in the tank. This plant exhibits interaction between its inputs and outputs because the variation of one input affects the behavior of another output. Some experiments were performed to determine maximum values of the cold and hot flow rates, and to compute the discharge coefficient of the outflow rate. Applying the laws of physics and using the parameters obtanined experimentally, a MIMO nonlinear dynamic model of the plant was obtained. The corresponding state–space representation of the nonlinear model was linearized in order to generate its LTI (Linear Time–Invariant) state–space form. Nonlinear and linear models of the plant are necessary to implement, e.g., model–based control algorithms. For instance, a future work will use the developed LTI state–space model to design a FO (Fractional Order) MIMO controller.
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