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电网技术  2006 

基于支持向量机的变压器励磁涌流仿真实现

, PP. 60-64

Keywords: 电力变压器,差动保护,支持向量机,磁滞回环,励磁涌流,电力系统

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Abstract:

为提高变压器差动保护躲过励磁涌流的能力,需要认真研究励磁涌流的仿真过程。文中将支持向量机在回归估计方面的能力应用到极限磁滞回环曲线的拟合,即将极限磁滞回环试验数据拟合的原始最优问题转化为其对偶问题。并根据极限磁滞回环与局部磁滞回环具有分形特征这一特点进行了励磁涌流仿真算法的研究,针对变压缩因子励磁涌流仿真算法中的压缩因子提出了变权重的计算方法,通过求取动态电感来实现变权重,使得励磁涌流仿真算法只需要改变极限磁滞回环上下分支和对应饱和线导数的权重系数,实现了动态电感求取公式的统一。仿真结果表明了该方法的有效性。

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