A Novel Calculation Method for the Line Losses Based on Support Vector Machine

摘要：

In order to improve the accuracy of line losses calculation, and reducing the time-consumption calculation, this paper proposed a novel calculation based on support vector machine for line losses. This paper used support vector machines as the computational model to cause the complex mapping relationship between the original inputs and outputs can be obtained by training, thus greatly reducing the computation and reducing the time-consumption. By setting the SVM kernel function and a number of parameters, the calculation accuracy can be significantly improved. Compared with traditional methods, the calculation method based on support vector machines in reducing the calculation errors and time-consumption has better performances.

关键词： Line Losses Support Vector Machine Distribution System RBF Kernel Function

作者: RuZhi Xu YuFei Wang YiKang Li

作者单位: Dept. of Control and Computer Engineering North China Electric Power UniversityBeijing, China Dept. of Control and Computer Engineering North China Electric Power University Beijing, China

会议类型: 国际会议

会议名称: 2010 3rd International Conference on Advanced Computer Theory and Engineering(2010年第三届先进计算机理论与工程国际会议 ICACTE 2010)

会议地点: 成都

会议语种:英文

页码: 1-4

在线出版日期: 2010-08-20（万方平台首次上网日期，不代表论文的发表时间）