高压升压变换器的系统辨识与控制

Sehmus Fidan, Davut Sevim, Emre Erkan
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引用次数: 1

摘要

升压变换器已普遍使用多年。然而,对高压升压变换器的研究有限,其建模和控制器设计经历了一个复杂的过程。为了获得升压变换器的传递函数,除数学模型外,还采用了系统辨识等多种方法。黑盒系统辨识是一种测量系统输入/输出值,提出代表系统的模型的数学方法,也可以提出代表升压变换器动态行为的传递函数和状态空间方程等模型。从基本实验装置(在Simulink上构建)中收集的输入/输出数据可用于求出从系统辨识过程中获得的传递函数系数。可以检查用于确定这些系数的传递函数模型的性能,以确定它们如何很好地代表系统。为了获得升压变换器的传递函数,本文提出了黑盒系统辨识模型。得到系统模型后,对所提出的传递函数进行控制器设计就变得容易了。利用各种目标函数辨识出最优控制器参数,并计算出控制器系数。最后,对反馈控制系统模型和电路方程模型进行了比较。比较表明他们有相似的反应。在这一点上,所提出的方法使我们能够以一种非常实用的方式对系统进行建模,并具有精确的实验设置,并促进了控制器设计的过程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
System Identification and Control of High Voltage Boost Converter
Boost converters have been commonly used for many years. However, a limited number of academic studies have examined high-voltage boost converters, modeling and controller design of which go through a complicated process. To attain the transfer function of boost converters, various methods such as system identification are utilized in addition to mathematical models. Being one of such models, black-box system identification is a mathematical method that measures the input/output values of a system, proposes a model to represent the system, and also enables to propose models such as a transfer function and state space equation, which would represent the dynamic behavior of a boost converter. The input/output data collected from the basic experimental setup (constructed on Simulink) can be employed to find out the coefficients of the transfer function attained from the system identification procedure. The performance of the transfer function models proposed to determine these coefficients could be examined to figure out how well they represent the system. This article proposed the model of black-box system identification to attain the transfer function of the boost converter. It became easy to obtain the controller design for the proposed transfer function after acquiring the system model. Various objective functions were also used to identify the optimal controller parameters, and the controller coefficients were calculated. Last, the feedback control system and the circuit equation models were compared for the model. The comparison indicated that they had similar responses. At this point, the proposed method allowed us to model the system in a very practical way with an accurate experimental setup and facilitated the process of controller design.
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