Nonlinear Systems Estimation in Renewable Energies

A. Brouri
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Abstract

In this work, nonlinear system used in renewable energies is dealt. These nonlinear systems can be described by blocksoriented. Lately, these types of models are increasingly used practically [1-4]. Nonlinear systems estimation parameters are a necessary step in control [5-7]. The nonlinear element can be in input of system (Figure 1) or in output of system (Figure 2). If the two blocks are parametric, the determination of parameters nonlinear system can be done using quite a few solutions e.g. [14]. When both parts are parametric, the identification problem has been dealt with using several methods e.g. [1,8-10]. Twostage nonlinear parameters estimation solutions, involving two stages, have been established in e.g. [1,8-10]. Presently, a solution nonlinear parameters estimation is dealt. The considered nonlinear system has a nonlinear element in output of system (Figure 2).
可再生能源非线性系统估计
本文研究了非线性系统在可再生能源中的应用。这些非线性系统可以用面向块来描述。最近,这些类型的模型在实践中得到越来越多的应用[1-4]。非线性系统参数估计是控制的必要步骤[5-7]。非线性元件可以在系统的输入端(图1),也可以在系统的输出端(图2)。如果这两个模块都是参数化的,则非线性系统参数的确定可以使用很多解,例如[14]。当两个部分都是参数时,识别问题已经使用几种方法处理,例如[1,8-10]。例如[1,8-10]已经建立了涉及两个阶段的两阶段非线性参数估计解。目前研究了一种求解非线性参数估计的方法。所考虑的非线性系统在系统输出中有一个非线性元素(图2)。
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