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Modeling and Simulation of Transformer Under DC Bias Based on Jiles-Atherton Model

机译:基于Jiles-Atherton模型的直流偏置变压器建模与仿真

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A Jiles-Atherton model reflected the characteristic of transformer core hysteresis is established in this thesis,in which difficult parameters identification is the drawback of the model.For identification process is very sensitive to initial values,the relationships between parameters in Jiles-Atherton model and the most representative characters of hysteresis loop are summarized firstly.Hence,the reasonable initial values can be gathered more easily.Then,it is proposed that a parameters identification method based on a sequential algorithm,in which each parameter was optimized in sequence.The mean square error (mse) between experimental data and calculated data affects by each parameter,which is optimization objective should minimize.Compared with existing algorithm,this algorithm is simple,practical and accurate.On the basic,the transformer DC bias model based on the Jiles-Atherton theory is established on MATLAB simulation platform.The simulation results of the hysteresis loops and excitation current are found to be in good agreement with the experimental ones,which strongly proves the effectiveness of this procedure.
机译:本文建立了反映变压器铁心磁滞特性的Jiles-Atherton模型,该模型的缺点是参数辨识困难。由于辨识过程对初始值非常敏感,因此Jiles-Atherton模型中参数之间的关系与首先总结了磁滞回线的最有代表性的特征。因此,可以更容易地收集合理的初始值。然后,提出了一种基于顺序算法的参数识别方法,对每个参数进行顺序优化。实验数据与计算数据之间的平方误差(mse)受每个参数的影响,优化目标应最小化。与现有算法相比,该算法简单,实用,准确。基于Jiles的变压器直流偏置模型-在MATLAB仿真平台上建立了Atherton理论。励磁电流与实验值吻合良好,有力地证明了该方法的有效性。

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