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高压电器  2015 

基于RBF-GA算法的特高压线路复合绝缘子均压环优化

DOI: 10.13296/j.1001-1609.hva.2015.12.004, PP. 19-24

Keywords: 均压环,复合绝缘子,遗传算法,RBF神经网络,优化算法,有限元法

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Abstract:

特高压线路棒形悬式复合绝缘子表面电位分布极不均匀,绝缘子高压端金具附近绝缘子护套表面局部电场强度很大,加速了绝缘子的老化。工程上通常用安装均压环的方法来解决该问题。均压环结构参数决定了其均压效果,为得到较优的均压环参数,需要对其管径、环径、罩入深度的优化设计进行研究。由于复合绝缘子的结构特点使得单元数量较多,求解耗时长,常规遗传算法应用于该课题具有优化过程耗时较长的问题,因此使用改进的优化算法对均压环参数进行优化。改进的RBF-GA混合算法综合了RBF神经网络任意函数逼近能力和GA算法的全局优化能力,是一种性能较好的优化方法。文中通过有限元法对复合绝缘子电场分布进行了数值计算,用RBF神经网络对复合绝缘子护套上最大电场强度值进行了拟合,最后用GA算法基于拟合值对均压环参数进行了优化。基于RBF-GA算法对均压环结构进行参数优化,求解速度较使用传统的遗传算法有大幅度提高,并得到了良好的优化结果,证明了该方法的有效性。

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