小波变换在结构损伤诊断中的应用研究
摘要
对连续小波变换、离散小波变换、多分辨分析、小波包分析的基本理论作了简要的介绍。重点论述了小波分析在结构损伤诊断中的应用。对小波分析和人工神经网络在结构损伤诊断中的联合应用进行了详细的讨论。
引文
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[4]姜绍飞.基于神经网络的结构优化与损伤检测[M].北京:科学出版社,2002,7~8.
[5]刘箴,唐岱新.建筑结构损伤诊断方法研究[J].哈尔滨建筑大学学报,2000,33(1),37~40.
[6]杨福生.小波变换的工程分析与应用[M].北京:科学出版社.2001.
[7]Samant A.and Adeli H..Feature extraction for traffic incident de-tection using wavelet transform and linear discriminant analysis[J].Computer-Aided Civil and Infrastructure Engineering,2000,13(4):241~250.
[8]Adeli H,Samant A.An adaptive conjugate gradient neural net-work-wavelet model for traffic incident detection[J].Computer-Ai-ded Civil and Infrastructure Engineering,2000,13(4):251~260.
[9]Samant A.and Adeli H..Enhancing neural network incident detec-tion algorithms using wavelets[J].Computer-Aided Civil and Infra-structure Engineering,2001,16(4):239~245.
[10]Gurley K,Kijewski T,Kareem A.First-and higher-order correla-tion detection using wavelet transforms[J].Journal of EngineeringMechanics,ASCE,2003,129(2):188~201.
[11]Zhou Ziqing,Adeli Hojjat.Time-frequency signal analysis ofearthquake records using mexican hat wavelets[J].Computer-Ai-ded Civil and Infrastructure Engineering,2003,18:379~389.
[12]Kijewski T,Kareem A.Wavelet transforms for system identifica-tion in civil engineering[J].Computer-Aided Civil and Infrastruc-ture Engineering,2003,18:339~355.
[13]Mallat stephane,杨力华,戴道清,黄文梁,湛秋辉.信号处理的小波导引[M].机械工业出版社,2002.
[14]李宏男,孙鸿敏.小波分析在土木工程领域中的应用[J].世界地震工程,2003,19(2):16~22.
[15]Yoshihiro Kitada.Identification of nonlinear structural dynamicsystems using wavelets[J].Journal of Engineering Mechanics,ASCE,1998,24(10):1059~1066.
[16]Sone A,etal.Healthmonitoring system of structures base on or-thonormal wavelet transform[J].Seismic Engineering Transac-tions of ASME,1995,312:161~167.
[17]Hou Z,Noori M.Wavelet-based approach for structural damagedetection[J].Journal of Engineering Mechanics,ASCE,2000,126(7):677~683.
[18]李洪泉,懂亮,吕西林.基于小波变换的结构损伤识别与实验分析[J].土木工程学报,2003,36(5):52~57.
[19]Kim H,Melhem H.Fourier and wavelet ananlyses for fatigue as-sessment of concrete beams[J].Experimental Mechanics,2003,43(3):131~140.
[20]Melhem H,Kim H.Damage detection in concrete by fourier andwavelet ananlyses[J].Experimental Mechanics,2003,43(3):571~577.
[21]Inoue H,Kishimoto K,Shibuya T.Experimental wavelet analysisof flexural waves in beams[J].Experimental Mechanics,1996,36(3):212~217.
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[23]张立新,励争,苏先樾.小波变换理论在损伤探测中的应用[J].实验力学,2002,17(1):17~22.
[24]夏书满,励争,樊金武.连续小波变换在损伤探测中的应用[J].实验力学,2002,17(4):453~457.
[25]林京,刘红星,沈玉娣,屈梁生.小波奇异性检测及其在故障诊断中的应用[J].信号处理,1997,13(2):182~187.
[26]林京,屈梁生.基于连续小波变换的奇异性检测和故障诊断[J].振动工程学报,2000,13(4):523~530.
[27]唐英,孙巧.滚动轴承振动信号的小波奇异性检测[J].振动工程学报,2002,15(1):111~113.
[28]孙涛,黄天戍,孙颖慧,王宁芳.连续小波变换识别水轮机故障信号孤立奇异点[J].哈尔滨大学学报,2003,35(1):106~109.
[29]Wang W J,McFadden P D.Application of wavelets to gearbox vi-bration signals for fault detection[J].Journal of Sound and Bibra-tion,1996,192(5):927~939.
[30]Wang W J.wavelet transform in vibration analysis for mechanicalfault diagnosis[J].Shock and Vibration,1996,3(1):17~26.
[31]宁佐贵,王雄祥,朱长春.小波分析方法在结构损伤检测中的应用研究[J].中国核科技报告,2002,00:11~22.
[32]Liew K M,Wang Q.Application of wavelet theory for crack iden-tification in structure[J].Journal of Engineering Mechanics,ASCE,1998,124(2):152~157.
[33]Wang Q,Deng X.damage detection with spatial wavelets[J].In-ternational journal of solids and structures,1999,36:3443~3468.
[34]Hong J C,Kim Y Y,Lee H C,Y W Lee.Damage detection usingthe Lipschitz exponent estimated by the wavelet transform applica-tions to vibration modes of a beam[J].International Journal ofSolids and Structures,2002,39,1803~1816.
[35]胡卫兵,李立州,闫云聚.复合材料层合梁结构在线损伤检测[J].西安建筑科技大学学报(自然科学版),2002,34(1):48~52.
[36]胡昌华,张军波,夏军,张伟.基于MATLAB的系统分析与设计-小波分析[M].西安:西安电子科技大学出版社,2001,13,21.
[37]张小琼,林维正.小波包分析在混凝土检测中的应用[J].声学技术,2002,21(3):134~136.
[38]丁幼亮,李爱群,韩晓林.基于小波包分析的结构实时损伤报警数值研究[J].东南大学学报(自然科学版),2003,33(5):643~646.
[39]孙国,李桂华,顾先宪.基于小波包分解的应力波无损检测分析方法[J].振动工程学报,2001,15(4):488~491.
[40]Yan Y J,Yam L H.detection of delamination damage in compos-ite plates using energy spectrum of structural dynamic responsesdecomposed by wavelet analysis[J].Computers and structures,2004,82:347~358.
[41]Yen G G,Lin K C.wavelet packet feature extraction for vibrationmonitoring[J].IEEE Trans.Industrial Electronics.2000,47(3):650~667.
[42]Wu Yousheng,Sun Qiao,Pan Xufeng,Li Xiaolei.The applicationof wavelet transform and artificial neural networks in machineryfault diagnosis[J].Proceedings of ICSP,1996,1609~1612.
[43]蔡棋瑛,林建华.基于小波分析和神经网络的桩身缺陷诊断[J].振动与冲击,2002,21(3):11~18.
[44]胡昌华,张军波,李学锋.一种基于小波和神经网络的故障检测与诊断方法[J].航天控制,2000,2:64~71.
[45]Sun Z and Chang C C,Structural damage assessment based onwavelet packet transform[J].Journal of Structural Engineering,ASCE,2002,128(10):1354~1361.
[46]李宏男,孙鸿敏.基于小波分析和神经网络的框架结构损伤诊断方法[J].地震工程与工程振动[J],2003,23(5):141~148.
[47]Solis M,Benitez H,Medina L etal.Location of material flaws u-sing wavelet analysis and neural network[A].IEEE UltrasonicsSymposium,2002,841~844.
[48]鞠彦忠,阎贵平,陈建斌,陈景彦,陈建华.用小波神经网络检测结构损伤[J].工程力学,2003,20(6):176~181..
[49]Yam L H,Yan Y J,Jiang J S.Vibration-based damage detectionfor composite structures using wavelet transform and neural net-work identification[J].Composite Structures,2003,60:403~412.
[50]Zhang Q H,Benveniste A.Wavelet network[J].IEEE Trans.onNeural Network,1992,3(6):889~898.
[51]Zhang J,Walter G G,MiaoY B etal.Wavelet neural network forfunction learning[J].IEEE Transaction On Signal Processing,1995,43(6):1485~1497.
[52]Liu Zhigang,He Zhengyou,Qian Qingquan.Research on feedfor-ward neural network,wavelet transformation,wavelet network andtheir relations[A].Proceeding of the 2nd International Workshopon Autonomous Decentralized System[C].2002.
[53]Li Huanqin,Wan Baiwu.Multi-input-layer wavelet neural net-work and its application[A].Proceeding of the Fifth InternationalConference on Computation Intelligence and Multimedia Applica-tions[C].2003.
[54]赵学智,陈文戈,林颖,陈统坚.基于自适应小波神经网络的故障分类[J].振动、测试与诊断,2001,21(1):21~25.
[2]虞和济,陈长征,张省,周建男.基于神经网络的智能诊断[M].冶金工业出版社,2000.
[3]陈长征,罗跃纲,白秉三,唐忠.结构损伤检测与智能诊断[M].北京:科学出版社,2001,224~226.
[4]姜绍飞.基于神经网络的结构优化与损伤检测[M].北京:科学出版社,2002,7~8.
[5]刘箴,唐岱新.建筑结构损伤诊断方法研究[J].哈尔滨建筑大学学报,2000,33(1),37~40.
[6]杨福生.小波变换的工程分析与应用[M].北京:科学出版社.2001.
[7]Samant A.and Adeli H..Feature extraction for traffic incident de-tection using wavelet transform and linear discriminant analysis[J].Computer-Aided Civil and Infrastructure Engineering,2000,13(4):241~250.
[8]Adeli H,Samant A.An adaptive conjugate gradient neural net-work-wavelet model for traffic incident detection[J].Computer-Ai-ded Civil and Infrastructure Engineering,2000,13(4):251~260.
[9]Samant A.and Adeli H..Enhancing neural network incident detec-tion algorithms using wavelets[J].Computer-Aided Civil and Infra-structure Engineering,2001,16(4):239~245.
[10]Gurley K,Kijewski T,Kareem A.First-and higher-order correla-tion detection using wavelet transforms[J].Journal of EngineeringMechanics,ASCE,2003,129(2):188~201.
[11]Zhou Ziqing,Adeli Hojjat.Time-frequency signal analysis ofearthquake records using mexican hat wavelets[J].Computer-Ai-ded Civil and Infrastructure Engineering,2003,18:379~389.
[12]Kijewski T,Kareem A.Wavelet transforms for system identifica-tion in civil engineering[J].Computer-Aided Civil and Infrastruc-ture Engineering,2003,18:339~355.
[13]Mallat stephane,杨力华,戴道清,黄文梁,湛秋辉.信号处理的小波导引[M].机械工业出版社,2002.
[14]李宏男,孙鸿敏.小波分析在土木工程领域中的应用[J].世界地震工程,2003,19(2):16~22.
[15]Yoshihiro Kitada.Identification of nonlinear structural dynamicsystems using wavelets[J].Journal of Engineering Mechanics,ASCE,1998,24(10):1059~1066.
[16]Sone A,etal.Healthmonitoring system of structures base on or-thonormal wavelet transform[J].Seismic Engineering Transac-tions of ASME,1995,312:161~167.
[17]Hou Z,Noori M.Wavelet-based approach for structural damagedetection[J].Journal of Engineering Mechanics,ASCE,2000,126(7):677~683.
[18]李洪泉,懂亮,吕西林.基于小波变换的结构损伤识别与实验分析[J].土木工程学报,2003,36(5):52~57.
[19]Kim H,Melhem H.Fourier and wavelet ananlyses for fatigue as-sessment of concrete beams[J].Experimental Mechanics,2003,43(3):131~140.
[20]Melhem H,Kim H.Damage detection in concrete by fourier andwavelet ananlyses[J].Experimental Mechanics,2003,43(3):571~577.
[21]Inoue H,Kishimoto K,Shibuya T.Experimental wavelet analysisof flexural waves in beams[J].Experimental Mechanics,1996,36(3):212~217.
[22]田家勇,苏先樾.裂纹梁中瞬态弯曲波的小波分析[A].“力学2000”会议论文集[C].北京:2000:415.
[23]张立新,励争,苏先樾.小波变换理论在损伤探测中的应用[J].实验力学,2002,17(1):17~22.
[24]夏书满,励争,樊金武.连续小波变换在损伤探测中的应用[J].实验力学,2002,17(4):453~457.
[25]林京,刘红星,沈玉娣,屈梁生.小波奇异性检测及其在故障诊断中的应用[J].信号处理,1997,13(2):182~187.
[26]林京,屈梁生.基于连续小波变换的奇异性检测和故障诊断[J].振动工程学报,2000,13(4):523~530.
[27]唐英,孙巧.滚动轴承振动信号的小波奇异性检测[J].振动工程学报,2002,15(1):111~113.
[28]孙涛,黄天戍,孙颖慧,王宁芳.连续小波变换识别水轮机故障信号孤立奇异点[J].哈尔滨大学学报,2003,35(1):106~109.
[29]Wang W J,McFadden P D.Application of wavelets to gearbox vi-bration signals for fault detection[J].Journal of Sound and Bibra-tion,1996,192(5):927~939.
[30]Wang W J.wavelet transform in vibration analysis for mechanicalfault diagnosis[J].Shock and Vibration,1996,3(1):17~26.
[31]宁佐贵,王雄祥,朱长春.小波分析方法在结构损伤检测中的应用研究[J].中国核科技报告,2002,00:11~22.
[32]Liew K M,Wang Q.Application of wavelet theory for crack iden-tification in structure[J].Journal of Engineering Mechanics,ASCE,1998,124(2):152~157.
[33]Wang Q,Deng X.damage detection with spatial wavelets[J].In-ternational journal of solids and structures,1999,36:3443~3468.
[34]Hong J C,Kim Y Y,Lee H C,Y W Lee.Damage detection usingthe Lipschitz exponent estimated by the wavelet transform applica-tions to vibration modes of a beam[J].International Journal ofSolids and Structures,2002,39,1803~1816.
[35]胡卫兵,李立州,闫云聚.复合材料层合梁结构在线损伤检测[J].西安建筑科技大学学报(自然科学版),2002,34(1):48~52.
[36]胡昌华,张军波,夏军,张伟.基于MATLAB的系统分析与设计-小波分析[M].西安:西安电子科技大学出版社,2001,13,21.
[37]张小琼,林维正.小波包分析在混凝土检测中的应用[J].声学技术,2002,21(3):134~136.
[38]丁幼亮,李爱群,韩晓林.基于小波包分析的结构实时损伤报警数值研究[J].东南大学学报(自然科学版),2003,33(5):643~646.
[39]孙国,李桂华,顾先宪.基于小波包分解的应力波无损检测分析方法[J].振动工程学报,2001,15(4):488~491.
[40]Yan Y J,Yam L H.detection of delamination damage in compos-ite plates using energy spectrum of structural dynamic responsesdecomposed by wavelet analysis[J].Computers and structures,2004,82:347~358.
[41]Yen G G,Lin K C.wavelet packet feature extraction for vibrationmonitoring[J].IEEE Trans.Industrial Electronics.2000,47(3):650~667.
[42]Wu Yousheng,Sun Qiao,Pan Xufeng,Li Xiaolei.The applicationof wavelet transform and artificial neural networks in machineryfault diagnosis[J].Proceedings of ICSP,1996,1609~1612.
[43]蔡棋瑛,林建华.基于小波分析和神经网络的桩身缺陷诊断[J].振动与冲击,2002,21(3):11~18.
[44]胡昌华,张军波,李学锋.一种基于小波和神经网络的故障检测与诊断方法[J].航天控制,2000,2:64~71.
[45]Sun Z and Chang C C,Structural damage assessment based onwavelet packet transform[J].Journal of Structural Engineering,ASCE,2002,128(10):1354~1361.
[46]李宏男,孙鸿敏.基于小波分析和神经网络的框架结构损伤诊断方法[J].地震工程与工程振动[J],2003,23(5):141~148.
[47]Solis M,Benitez H,Medina L etal.Location of material flaws u-sing wavelet analysis and neural network[A].IEEE UltrasonicsSymposium,2002,841~844.
[48]鞠彦忠,阎贵平,陈建斌,陈景彦,陈建华.用小波神经网络检测结构损伤[J].工程力学,2003,20(6):176~181..
[49]Yam L H,Yan Y J,Jiang J S.Vibration-based damage detectionfor composite structures using wavelet transform and neural net-work identification[J].Composite Structures,2003,60:403~412.
[50]Zhang Q H,Benveniste A.Wavelet network[J].IEEE Trans.onNeural Network,1992,3(6):889~898.
[51]Zhang J,Walter G G,MiaoY B etal.Wavelet neural network forfunction learning[J].IEEE Transaction On Signal Processing,1995,43(6):1485~1497.
[52]Liu Zhigang,He Zhengyou,Qian Qingquan.Research on feedfor-ward neural network,wavelet transformation,wavelet network andtheir relations[A].Proceeding of the 2nd International Workshopon Autonomous Decentralized System[C].2002.
[53]Li Huanqin,Wan Baiwu.Multi-input-layer wavelet neural net-work and its application[A].Proceeding of the Fifth InternationalConference on Computation Intelligence and Multimedia Applica-tions[C].2003.
[54]赵学智,陈文戈,林颖,陈统坚.基于自适应小波神经网络的故障分类[J].振动、测试与诊断,2001,21(1):21~25.
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