期刊文献+

基于回归模型的电源线电压尖峰分析预测 被引量:1

Analysis and Prediction Based on Regression Model for the Voltage Spikes of Power Cable
在线阅读 下载PDF
导出
摘要 由电气设备开关瞬间产生的尖峰信号是引起电源线传导干扰问题的重要因素。通过较少次数的开关试验捕获电压尖峰是困难的,且试验所得结果通常小于实际结果,不利于EMC安全裕量的评价。针对电源线尖峰信号试验过程中存在的峰值难以捕获的问题,基于动态电路的时域分析理论,研究了传统多次随机试验取最大值方法对电压尖峰测试的影响因素。在此基础上,通过优化试验方案和对试验数据的统计分析,提出了基于线性回归模型的电压尖峰预测方法,依据方差分析的相关性检验原理,验证了回归模型的有效性,并对预测结果的置信区间进行了有效评估。与传统方法相比,回归预测方法额外增加了一个电流探头,在较少次数测量条件下实现了电源线电压尖峰的捕获,且测量结果误差服从正态分布,便于测量不确定度评估,可用于电气设备开关瞬间电源线传导干扰试验项目的测试技术研究。 The spike signal generated by the switch of the electrical equipment is an important source of power cable interference.It is difficult to capture the voltage spikes by a few numbers of switching experiments,and the experimental results are usually smaller than the actual results.It is not conducive to the evaluation of the safety margin of EMC.In view of the problem that the peak of spike signal in the power cable for test is difficult to capture,and based on the theory of time-domain analysis of dynamic circuit,the influence factors of voltage spike test by using the maximum value of traditional multiple random tests are studied.On such basis,through optimization test scheme and statistical analysis of the test data,the voltage spike prediction method based on linear regression model is proposed.According to the principle of correlation test of variance analysis,the validity of the regression model is verified,and the confidence interval of prediction results is evaluated effectively.Compared with the traditional methods,the regression prediction method adds a current probe,the voltage spikes of power cable are captured by the condition of less numbers of measurements,and the error of the measurement results is normal distributed,which is easy to evaluate the uncertainty of measurement,the method can be used for conducted interference test items of the power cable at electrical equipment switching instants.
作者 夏伟 丁风海 高申翔 邱斌 王琳娜 XIA Wei;DING Fenghai;GAO Shenxiang;QIU Bin;WANG Linna(63686 Unit of PLA,Jiangyin 214431,China)
机构地区 [
出处 《自动化仪表》 CAS 2017年第11期75-79,共5页 Process Automation Instrumentation
关键词 电压尖峰 回归模型 方差分析 传导干扰 供电网络 感性负载 参数估计 Voltage spike Regression model Variance analysis Conduction interference Power supply network Inductive load Parameter estimation
作者简介 夏伟( 1980 — ) ,男,硕士,工程师,主要从事无线电计量和电磁兼容测试方向的研究。E-mail:smtc2003@163.com。
  • 相关文献

参考文献4

二级参考文献25

  • 1艾默生,费仁言,腾飞.家电电机的应用现状及发展趋势[J].电器,2006(7). 被引量:5
  • 2谢俊文.汽车暖风电动机的无线电骚扰抑制技术研究[J].汽车电器,2006(11):52-55. 被引量:7
  • 3Ali,Kama S.Digital circuit design using FPGAs.Computers&IndustrialEngineering.Vol.31,No.1-2,October 1996:127-129.
  • 4[美]Robert H.Bishop著,乔瑞平,林欣等译.LabVIEW8实用教程[M].北京:电子工业出版社,2008.
  • 5GJB152A-97.军用设备和分系统电磁发射和敏感度测量[S].[S].科工委军标出版发行部出版,1997..
  • 6廖承恩.微波技术基础[M].西安:西安电子科技大学出版社,1999..
  • 7周凯,张涛,董秀成,张彼德,王军,席世友.基于电容分压的配电网过电压在线监测[J].电力系统自动化,2007,31(21):86-89. 被引量:34
  • 8粱昌洪.简明微波[M].北京:高等教育出版社,2006.
  • 9Paul Clayton R. Introduction to Elctromagnetic Com- patibility[M]. Atanta, America.. Wiley Series in Micro- wave and Optical Engineering,1992.
  • 10徐德鸿;马皓.电力电子技术[M]北京:科学出版社,2006.

共引文献22

同被引文献6

引证文献1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部