化工自动化及仪表
化工自動化及儀錶
화공자동화급의표
CONTROL AND INSTRUMENTS IN CHEMICAL INDUSTRY
2014年
9期
1009-1011
,共3页
阚玲玲%高丙坤%梁洪卫%路起明%郭建成
闞玲玲%高丙坤%樑洪衛%路起明%郭建成
감령령%고병곤%량홍위%로기명%곽건성
小波去噪%油井%动液面%FFT
小波去譟%油井%動液麵%FFT
소파거조%유정%동액면%FFT
wavelet de-noising%oil well%dynamic liquid level%FFT
为了检测油井动液面深度,采用FFT方法对动液面信号进行频谱分析,根据其结果设计滤波器,得到较平滑的动液面波。为了进一步提高检测效果与精度,引入小波去噪方法对动液面信号处理,分别采用软阈值与硬阈值方法对其进行降噪处理,并与FFT方法对比,通过SNR和RMSE的定量分析表明,小波去噪方法在SNR和RMSE方面都优于FFT方法,具有更好的降噪效果。
為瞭檢測油井動液麵深度,採用FFT方法對動液麵信號進行頻譜分析,根據其結果設計濾波器,得到較平滑的動液麵波。為瞭進一步提高檢測效果與精度,引入小波去譟方法對動液麵信號處理,分彆採用軟閾值與硬閾值方法對其進行降譟處理,併與FFT方法對比,通過SNR和RMSE的定量分析錶明,小波去譟方法在SNR和RMSE方麵都優于FFT方法,具有更好的降譟效果。
위료검측유정동액면심도,채용FFT방법대동액면신호진행빈보분석,근거기결과설계려파기,득도교평활적동액면파。위료진일보제고검측효과여정도,인입소파거조방법대동액면신호처리,분별채용연역치여경역치방법대기진행강조처리,병여FFT방법대비,통과SNR화RMSE적정량분석표명,소파거조방법재SNR화RMSE방면도우우FFT방법,구유경호적강조효과。
In order to monitor oil well’ s dynamic liquid level, the FFT method was adopted in the dynamic liquid level frequency spectrum analysis and then basing on the analytical result, a filter was designed;and in view to improving both monitoring effect and accuracy, the wavelet de-noising method was introduced to process dynamic liquid level signals and both soft and hard threshold methods were applied in this operation. Comparing the wavelet de-nosing with FFT method in SNR and RMSE quantitative analysis shows that the wavelet de-nosing outperforms the FFT method because of its better de-nosing effect.