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一种近似等频离散化方法 被引量:3
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作者 蒋盛益 李霞 郑琪 《暨南大学学报(自然科学与医学版)》 CAS CSCD 北大核心 2009年第1期31-34,共4页
在数据挖掘和机器学习研究中,许多算法以离散值为处理对象,常常需要对连续属性进行离散化.由于正态分布的广泛性,本文提出一种基于正态分布的近似等频离散化方法.该方法实现简单,关于数据集大小具有线性时间复杂度,适用于大规模数据集.... 在数据挖掘和机器学习研究中,许多算法以离散值为处理对象,常常需要对连续属性进行离散化.由于正态分布的广泛性,本文提出一种基于正态分布的近似等频离散化方法.该方法实现简单,关于数据集大小具有线性时间复杂度,适用于大规模数据集.在许多数据集上与文献中多个离散化方法进行了对比测试,实验结果表明,提出的无指导的离散化方法是有效、可行的. 展开更多
关键词 正态分布 离散化 等频方法
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A new method of frequency-dependent network equivalence for power system 被引量:3
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作者 LIN JiKeng YAN YiPeng +4 位作者 PU TianJiao LUO ShanShan LIU Tao ZHENG WeiHong WANG XuDong 《Science China(Technological Sciences)》 SCIE EI CAS 2012年第7期1894-1907,共14页
Electromagnetic transient simulation for large-scale power system is a time-consuming problem.A new frequency-dependent equivalence method is presented in the paper,which might significantly accelerate power system el... Electromagnetic transient simulation for large-scale power system is a time-consuming problem.A new frequency-dependent equivalence method is presented in the paper,which might significantly accelerate power system electromagnetic transient simulation.In the method,an effective algorithm is designed to directly transfer the port admittance determinant of external system's mixing matrix into admittance rational function;and the step-by-step strategy for the equivalence of actual large system is put forward,which further reduces the calculation quantities needed.Moreover,the study of multiple real root pole characteristics of admittance transfer function of two-port network is performed and a proposition is achieved.Based on the proposition and residue theorem,the equivalence system for external system corresponding to the admittance rational function is obtained.The computation complexity of the step-by-step equivalence method is about o(┌n/np×T┐)(┌┐ is upper integral operation,n is the total buses number of external system,N P is the total buses number of single step equivalence network,T is single step equivalence time),which indicates that the computation complexity of the method proposed has nearly linear relationship with the buses number of external system,and the method proposed has satisfactory computation speed.Since the mixing matrix of external system includes all the information of external system,therefore,port admittance rational function derived from it can reflect its full frequency characteristic and the equivalence network achieved has high equivalence precision.Moreover,since the port rational function is gained at the condition of the external system without source,which equals stable passive network,it could not show any unstable pole and need not extra measure to make the equivalence system stable.The test results of the samples and comparison with other methods demonstrate that the new method proposed is valid and effective. 展开更多
关键词 equivalence method electromagnetic transient simulation frequency-dependent rational functions mixing matrix
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