仪器仪表学报
儀器儀錶學報
의기의표학보
CHINESE JOURNAL OF SCIENTIFIC INSTRUMENT
2014年
8期
1823-1830
,共8页
电晕放电%日盲紫外成像%光斑面积距离修正%最小二乘回归支持向量机
電暈放電%日盲紫外成像%光斑麵積距離脩正%最小二乘迴歸支持嚮量機
전훈방전%일맹자외성상%광반면적거리수정%최소이승회귀지지향량궤
corona discharge%solar blind UV imaging%facula area%distance correction%regression least squaves support vector machine (LS-SVM)
日盲紫外成像仪的增益和观测距离影响紫外图像中放电光斑区域大小,以棒-板间隙模型和绝缘子为研究对象,利用CoroCAM504紫外成像仪,在高压实验室研究了不同放电强度下光斑面积随增益和观测距离的变化特性并进行了拟合分析。研究表明光斑面积与增益之间近似满足指数函数关系,增益每增加10%,光斑面积约增加2倍。光斑面积与观测距离之间近似满足幂函数关系,幂指数在1.84左右波动。为将不同距离下的光斑面积修正到统一距离下从而使得检测结果具有可对比性,对增益分别为50%、60%、70%和80%的实验数据建立了基于最小二乘回归支持向量机(LS_SVM)的修正模型,测试表明该模型的具有较高的修正精度,可满足现场放电紫外成像检测的需要。
日盲紫外成像儀的增益和觀測距離影響紫外圖像中放電光斑區域大小,以棒-闆間隙模型和絕緣子為研究對象,利用CoroCAM504紫外成像儀,在高壓實驗室研究瞭不同放電彊度下光斑麵積隨增益和觀測距離的變化特性併進行瞭擬閤分析。研究錶明光斑麵積與增益之間近似滿足指數函數關繫,增益每增加10%,光斑麵積約增加2倍。光斑麵積與觀測距離之間近似滿足冪函數關繫,冪指數在1.84左右波動。為將不同距離下的光斑麵積脩正到統一距離下從而使得檢測結果具有可對比性,對增益分彆為50%、60%、70%和80%的實驗數據建立瞭基于最小二乘迴歸支持嚮量機(LS_SVM)的脩正模型,測試錶明該模型的具有較高的脩正精度,可滿足現場放電紫外成像檢測的需要。
일맹자외성상의적증익화관측거리영향자외도상중방전광반구역대소,이봉-판간극모형화절연자위연구대상,이용CoroCAM504자외성상의,재고압실험실연구료불동방전강도하광반면적수증익화관측거리적변화특성병진행료의합분석。연구표명광반면적여증익지간근사만족지수함수관계,증익매증가10%,광반면적약증가2배。광반면적여관측거리지간근사만족멱함수관계,멱지수재1.84좌우파동。위장불동거리하적광반면적수정도통일거리하종이사득검측결과구유가대비성,대증익분별위50%、60%、70%화80%적실험수거건립료기우최소이승회귀지지향량궤(LS_SVM)적수정모형,측시표명해모형적구유교고적수정정도,가만족현장방전자외성상검측적수요。
The gain and observation distance of ultraviolet imager have significant influence on the facula area of discharge region in UV images.In this paper,the rod-plane gap model and insulator are selected as the research objects,the variation characteristics of facula area under different discharge intensity,observation distance and gain are researched in laboratory with CoroCAM504 ultraviolet imager, and the relationship between the facula area and the observation distance,gain is analyzed with function fitting analysis method.Analysis result shows that the relationship between the facula area and gain is approximately an exponential function,and the facula area increases by about 2 times when the gain increases 10%;the relationship between the facula area and observation distance is approximately a pow-er function,and the power exponent is about 1 .84.In order to correct the facula areas for different distances to those for a unified dis-tance so as to make the test results comparable,the correction models for the experiment data with the gain of 50%,60%,70% and 80% were established using LS-SVM algorithm,test result shows that the proposed models have good correction precision and can meet the requirement of on-site discharge ultraviolet imaging detection.