西安工程大学学报
西安工程大學學報
서안공정대학학보
JOURNAL OF XI'AN POLYTECHNIC UNIVERSITY
2014年
1期
84-88
,共5页
套管厚度变化%BP 算法%包络线法%数据变化率
套管厚度變化%BP 算法%包絡線法%數據變化率
투관후도변화%BP 산법%포락선법%수거변화솔
casing thickness variation%BP neural network%envelope method%data change rate
通过对一种套损设备新型双远场电磁聚焦测厚仪的实验数据算法处理,获得套管厚度变化的检测算法。在数据处理中,包络线法能够快速、准确地提取测得波形的最大幅值,避免了因在线数据的出现干扰造成的误判,提高了检测算法的抗干扰能力;在 BP 网络训练改进措施中,影响因子数据变化率极大地改善了 BP 网络的稳定性,提高了网络的通用性,继而提高了检测算法的精度。实验结果表明,此算法能够准确检测到套管因破损变化的厚度,为套管破损的进一步定量化提供了保证。
通過對一種套損設備新型雙遠場電磁聚焦測厚儀的實驗數據算法處理,穫得套管厚度變化的檢測算法。在數據處理中,包絡線法能夠快速、準確地提取測得波形的最大幅值,避免瞭因在線數據的齣現榦擾造成的誤判,提高瞭檢測算法的抗榦擾能力;在 BP 網絡訓練改進措施中,影響因子數據變化率極大地改善瞭 BP 網絡的穩定性,提高瞭網絡的通用性,繼而提高瞭檢測算法的精度。實驗結果錶明,此算法能夠準確檢測到套管因破損變化的厚度,為套管破損的進一步定量化提供瞭保證。
통과대일충투손설비신형쌍원장전자취초측후의적실험수거산법처리,획득투관후도변화적검측산법。재수거처리중,포락선법능구쾌속、준학지제취측득파형적최대폭치,피면료인재선수거적출현간우조성적오판,제고료검측산법적항간우능력;재 BP 망락훈련개진조시중,영향인자수거변화솔겁대지개선료 BP 망락적은정성,제고료망락적통용성,계이제고료검측산법적정도。실험결과표명,차산법능구준학검측도투관인파손변화적후도,위투관파손적진일보정양화제공료보증。
After a large number of experiments ,a detection algorithm is studied which can get the casing thickness variation by an algorithm processing for the experimental data of this casing damage equip -ment .In data processing ,the envelope method presented in the paper can quickly and accurately pick out the maximum amplitude of the measured waveform and avoid the misjudgment caused by interference of online data emergence .Therefore ,it greatly improves the anti-interference ability of the detection al-gorithm .In the BP network training improvement measures ,data impact factor --- data change rate is added which can greatly improve the stability of the BP network ,improve the universality of the net-work ,and then improve the accuracy of detection algorithms .The experimental results show that the improved detection algorithm can accurately measure and get the varying thickness caused by the damage of the casing .It provides a guarantee for further quantitative of casing damaged .