用于捕捞鱼群系统的多模型软件传感器

A. A. Kaddour, E. E. Mazoudi, N. Elalami
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引用次数: 1

摘要

本文利用软件传感器(状态估计)问题,研究了捕捞鱼种的连续年龄结构模型,得到了按年龄分类的鱼类生物量估计。在我们的例子中,捕鱼努力量被认为是一个控制项,年龄类别被认为是一种状态,捕获的鱼的数量被认为是一个测量的输出。连续非线性模型首先由Takagi-Sugeno多模型表示。接下来,我们开发了一种与该系统相对应的多模型软件传感器(也称为观测器)的设计技术,并证明了其渐近收敛性。设计条件以线性矩阵不等式(LMI)形式给出,可以用现有的数值工具有效地求解。仿真结果验证了该方法的有效性。
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Multimodel software sensor for a harvested fish population system
This paper deals with the problem of software sensor (state estimation) to study the continuous age structured model of a harvested fish population, in order to get an estimation of the biomass of fishes by age class. In our case the fishing effort is considered as a control term, the age classes as a states and the quantity of captured fish as a measured output. The continuous non-linear model is first represented by a Takagi-Sugeno multimodel. Next, we develop a technique for designing a multimodel software sensor (called also observer) corresponding to this system and show its asymptotic convergence. The design conditions are given in linear matrix inequalities (LMI) terms which can be solved efficiently using existing numerical tools. The simulation results demonstrate the effectiveness of the proposed method.
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