井下金属套管应力磁记忆检测信号的处理Detection signal treatment for stress and magnetic memory of downhole metal casing
李进旺,刘青昕,刘文剑,陈茂龙
LI Jin-wang1,2,LIU Qing-xi2,LIU Wen-jian1
摘要(Abstract):
由于地质和工程方面的原因,井下套管受到非均匀载荷的作用易产生塑性变形。用金属磁记忆检测技术可有效判断套管的应力集中区域,为套管损坏进行早期诊断。井下的干扰和噪声对金属磁记忆检测数据影响很大。因此,磁记忆信号的处理与分析技术是磁记忆法检测与评价井下金属套管应力的技术关键与难点。在实际检测中,磁记忆信号属于随机信号、不具有平稳性,宜采用小波技术分析磁记忆信号。该文介绍了在磁记忆信号定量分析中开发的小波消噪信号处理方法,采用Db4小波函数、分解层数4层及其信号数字滤波、信号反演等相关技术,该方法有效地消除了各种噪声的干扰,依据处理后的磁记忆信号可精确分析判断套管的受力位置。
By the reason of geology and engineering,downhole casing is affected on heterogeneous load easily generates plastic deformation.Metal magnetic memory testing technique can effectively distinguish stress concentration zone of casing,which can develop early diagnose for casing damage.Downhole interference and noise has serious effects on metal magnetic memory test data, thus treatment and analysis techniques for magnetic memory signal are technical key and difficulty for magnetic memory method testing and evaluating downhole metal casing stress.In actual testing,magnetic memory signal belongs to random signal without stationarity,adjusting adopting wavelet technique to analyze magnetic memory signal.This paper introduces wavelet denoising treatment method in quantitative analysis and adopts several relative techniques including Db4 wavelet function,resolving layers,signal and digital filtering and signal inversion.This method effectively eliminates various noisy interferences.Based on magnetic memory signal after treatment,force site of casing can accurately be analyzed and determined.
关键词(KeyWords):
磁记忆;数字滤波;信号分析;小波消噪
magnetic memory;digital filtering;signal analysis;wavelet denoising
基金项目(Foundation):
作者(Author):
李进旺,刘青昕,刘文剑,陈茂龙
LI Jin-wang1,2,LIU Qing-xi2,LIU Wen-jian1
参考文献(References):
- [1]胡阳,康宜华,卢文祥,等.钢丝绳无损检测中的一些算法———信号的预处理和特征提取[J].无损检测,2000,22(11):483-488.HUYang,KANG Yi-hua,LUWen-xiang,et al.Some Calculations onSteel Cable Non-damaged Inspection———Signal Processing and Char-acteristics Extraction[J].Non-damaged Inspection,2000,22(11):483-488.
- [2]宋大雷,徐殿国,王卫,等.小波分析在钢丝绳无损检测中的应用[J].仪器仪表学报,1997,18(4):150-155.SONG Da-lei,XU Dian-guo,WANG Wei,et al.The Application ofWavelet Analysis in Steel Cable Damages Inspection[J].Journal ofTool&Instrumentation,1997,18(4):150-155.
- [3]金建华,康宜华.人工神经网络在电磁无损检测中的应用[J].无损检测,2003,25(12):638-643.JIN Jian-hua,KANG Yi-hua.The Application of Artificial NNin Elec-tromagnetic Non-damaged Inspection[J].Non-damaged Inspection,2003,25(12):638-643.
- [4]朱凌云,曹长修.基于支持向量机的缺陷识别方法[J].重庆大学学报,2002,25(6):42-45.ZHU Ling-yun,CAO Chang-xiu.The Method to Identify the FlawBased on sustaining vector mechanism[J].Journal of Chongqing Uni-versity,2002,25(6):42-45.
- [5]王峰,吴照辉,李宝霞.萨尔图油田北二区西部套损的几点认识[J].大庆石油地质与开发,2005,24(1):74-75.WANG Feng,WUZhao-hui,LI Bao-xia.Stuay on the casing damagein Western Bei 2 area of Saertu Oilfield[J].Petroleum Geology&Oilfield Development in Daqing,2005,24(1):74-75.
- [6]黄延忠,雷军,王东明.萨中开发区断层区套损特点新认识与开发应用[J].大庆石油地质与开发,2005,24(4):53-55.HUANG Yan-zhong,LEI Jun,WANG Dong-ming.Further Under-standing about Features of Case Damage in Faulted bayer Area of Cen-tral Saertu Development Region[J].Petroleum Geology&OilfieldDevelopment in Daqing,2005,24(4):53-55.
- [7]何秀清,王传甲,周自斌.套损点到压裂层距离界限的研究[J].大庆石油地质与开发,2005,24(6):69-70.HE Xiu-qing,WANG Chuan-jia,ZHOU Zi-bin.Distance Limit fromCasing Erosion Point to Fractured Zone[J].PetroleumGeology&Oil-field Development in Daqing,2005,24(6):69-70.
- [8]曹连军.套损井侧钻技术研究[J].大庆石油地质与开发,2006,25(4):85-87.CAO Lian-jun.Research on Sidetrack Drilling in Casing DamagedWells[J].Petroleum Geology&Oilfield Development in Daqing,2006,25(4):85-87.