Prediction of DC Corona Onset Voltage for Rod-Plane Air Gaps by a Support Vector Machine-中国期刊网

摘要 Thispaperproposesanewmethodtopredictthecoronaonsetvoltageforarodplaneairgap,basedonthesupportvectormachine(SVM).BecausetheSVMisnotlimitedbythesize,dimensionandnonlinearityofthesamples,thismethodcanrealizeaccuratepredictionwithfewtrainingdata.Onlyelectricfieldfeaturesarechosenastheinput;nogeometricparameterisincluded.Therefore,theexperimentdataofonekindofelectrodecanbeusedtopredictthecoronaonsetvoltagesofotherelectrodeswithdifferentsizes.Withtheexperimentaldataobtainedbyozonedetectiontechnology,andexperimentaldataprovidedbythereference,theefficiencyoftheproposedmethodisvalidated.Accuratepredictedresultswithanaveragerelativelessthan3%areobtainedwithonly6experimentaldata.

1Chun Jiang;Xueli Wei;Xiaofeng Cui;Dexiang You. Application of support vector machine to synthetic earthquake prediction.地震学,2009-03.
2. Discussion of Some Problems About Nonlinear Time Series Prediction Using v-Support Vector Machine.物理,2007-07.
3Wu Qing Liu Sanyang Zhang Leyou. Adjustable entropy function method for support vector machine.物理电子学,2008-05.
4WU Qing;FAN Jiu-lun. Smooth support vector machine based on piecewise function.通信与信息系统,2013-05.
5Lei Ding;BaohuaiSheng. ERROR ANALYSIS OF MULTICATEGORY SUPPORT VECTOR MACHINE CLASSIFIERS.基础数学,2010-02.
6Li Bo Li Xinjun Zhao Zhiyan. Novel algorithm for constructing support vector machine regression ensemble.物理电子学,2006-03.
7Jian-Hua Xu;Fei Li;Qiu-Feng Sun. Identification of MicroRNA Precursors with Support Vector Machine and String Kernel.分子生物学,2008-02.
8Zhang Jie;Fan Xuhui;Ban Dengke. Smooth support vector machine based on circular tangent function.通信与信息系统,2016-01.
9Bing Zheng LI. Estimation of the Misclassification Error for Multicategory Support Vector Machine Classification.基础数学,2008-03.
10Khaled Suwais;Rana Al-Otaibi;Ali Alshahrani. Saudi License Plate Recognition Algorithm Based on Support Vector Machine.物理电子学,2013-04.

Prediction of DC Corona Onset Voltage for Rod-Plane Air Gaps by a Support Vector Machine

来源期刊

相关推荐

同分类资源更多

相关关键词

Prediction of DC Corona Onset Voltage for Rod-Plane Air Gaps by a Support Vector Machine

来源期刊

相关推荐

同分类资源 更多

相关关键词

同分类资源更多