电测与仪表
電測與儀錶
전측여의표
ELECTRICAL MEASUREMENT & INSTRUMENTATION
2014年
11期
13-17
,共5页
徐晴%沈秋英%郭兴昕%王文平%金萍%龚丹
徐晴%瀋鞦英%郭興昕%王文平%金萍%龔丹
서청%침추영%곽흥흔%왕문평%금평%공단
多元线性回归%计量资产%寿命预测%状态等级
多元線性迴歸%計量資產%壽命預測%狀態等級
다원선성회귀%계량자산%수명예측%상태등급
multivariate linear regression%metering assets%lifetime prediction%status level
在分析计量资产全寿命周期管理的基础上,对计量资产的寿命进行预测,对状态等级进行评价。首先,分析各因素对计量资产寿命的影响,提出了计量资产寿命标杆值的概念;然后,利用主成分分析法消除多元共线性现象,在此基础上采用多元线性回归法对计量资产进行寿命预测;最后,通过将计量资产寿命预测值与标杆值相比较得出计量资产状态等级。实证结果表明,该方法可以有效地对计量资产寿命进行预测和状态等级进行评价。
在分析計量資產全壽命週期管理的基礎上,對計量資產的壽命進行預測,對狀態等級進行評價。首先,分析各因素對計量資產壽命的影響,提齣瞭計量資產壽命標桿值的概唸;然後,利用主成分分析法消除多元共線性現象,在此基礎上採用多元線性迴歸法對計量資產進行壽命預測;最後,通過將計量資產壽命預測值與標桿值相比較得齣計量資產狀態等級。實證結果錶明,該方法可以有效地對計量資產壽命進行預測和狀態等級進行評價。
재분석계량자산전수명주기관리적기출상,대계량자산적수명진행예측,대상태등급진행평개。수선,분석각인소대계량자산수명적영향,제출료계량자산수명표간치적개념;연후,이용주성분분석법소제다원공선성현상,재차기출상채용다원선성회귀법대계량자산진행수명예측;최후,통과장계량자산수명예측치여표간치상비교득출계량자산상태등급。실증결과표명,해방법가이유효지대계량자산수명진행예측화상태등급진행평개。
Starting with analyzing characteristics of the management for the life cycle of metering properties , this paper aims to predict the lifetime of the metering properties and evaluate the status level .First, the paper analyzed every rea-sonable and potential effect of all element on the lifetime of the metering assets , and put forward the concept of bench-mark values of the metering assets ’ lifetime.Then, the paper adopted the principal component analysis method to e-liminate the phenomenon of multivariate co-linearity and thereby predicted the lifetime of the metering assets with the theory of multivariate linear regression .Finally , by comparing the predicted lifetime with the benchmark value of the metering assets , the status level of the metering asset was got .The experimental results verified that this method could work quite effectively in predicting the lifetime of the metering properties and evaluating the status level .