电光与控制
電光與控製
전광여공제
ELECTRONICS OPTICS & CONTROL
2015年
1期
97-100,108
,共5页
机电设备%测试性验证%多因子%样本分配%故障扩散算法
機電設備%測試性驗證%多因子%樣本分配%故障擴散算法
궤전설비%측시성험증%다인자%양본분배%고장확산산법
electromechanical equipment%testability verification%multi-factor%sample allocation%failure propagation algorithm
针对目前机电设备测试性验证试验中,因样本分配不合理导致试验结论置信度低的问题,通过分析影响试验结论置信度的4个关键因素即故障模式数、故障率、故障扩散强度总和与危害度,提出了基于多因子的样本分配方案。方案依据多因子综合相对比值,得出各UUT所分配的样本量,达到优化样本结构,提高样本集代表性的目的。对单步故障扩散算法进行了改进,改进后的算法可以更有效地计算故障扩散强度,并以某机电设备稳定跟踪平台为例进行了样本分配,比较分析抽样结果证明,应用该方案得到的样本结构更加合理,可以使试验结论有较好的置信度。
針對目前機電設備測試性驗證試驗中,因樣本分配不閤理導緻試驗結論置信度低的問題,通過分析影響試驗結論置信度的4箇關鍵因素即故障模式數、故障率、故障擴散彊度總和與危害度,提齣瞭基于多因子的樣本分配方案。方案依據多因子綜閤相對比值,得齣各UUT所分配的樣本量,達到優化樣本結構,提高樣本集代錶性的目的。對單步故障擴散算法進行瞭改進,改進後的算法可以更有效地計算故障擴散彊度,併以某機電設備穩定跟蹤平檯為例進行瞭樣本分配,比較分析抽樣結果證明,應用該方案得到的樣本結構更加閤理,可以使試驗結論有較好的置信度。
침대목전궤전설비측시성험증시험중,인양본분배불합리도치시험결론치신도저적문제,통과분석영향시험결론치신도적4개관건인소즉고장모식수、고장솔、고장확산강도총화여위해도,제출료기우다인자적양본분배방안。방안의거다인자종합상대비치,득출각UUT소분배적양본량,체도우화양본결구,제고양본집대표성적목적。대단보고장확산산법진행료개진,개진후적산법가이경유효지계산고장확산강도,병이모궤전설비은정근종평태위례진행료양본분배,비교분석추양결과증명,응용해방안득도적양본결구경가합리,가이사시험결론유교호적치신도。
In the testability verification test for electromechanical equipment ,the confidence level is usually low since the sample allocation method is not rational .To solve the problem,we proposed a new sample allocation method based on multi-factor by analyzing the key factors that have effect on the confidence level of conclusion .The sample size of each Unit Under Test ( UUT) was calculated out according to the relative ratio of integrated multi-factor,which could optimize the failure sampling structure and improve the representation of failure sampling set .Moreover,the single-step failure propagation algorithm was improved, and the improved algorithm can calculate failure propagation intensity more effectively .We made sample allocation by taking a certain stabilization and tracking platform as an example .The result showed that the scheme can optimize failure sampling structure and improve the confidence level of the testability verification test conclusion .