Multivariate statistics process control for dimensionality reduction in structural assessment
Tài liệu tham khảo
Johnson, 1988
L. Smith, A tutorial on principal components analysis, Technical Report, University of Otago, New Zealand, February 2002.
Geladi, 1986, Partial least-squares regression: a tutorial, Analytica Chimica Acta, 185, 1, 10.1016/0003-2670(86)80028-9
Staszewski, 2004
Doebling, 1998, A summary review of vibration-based damage identification methods, The Shock and Vibration Digest, 30, 91, 10.1177/058310249803000201
Worden, 2000, Damage identification using multivariate statistics: kernel discriminant analysis, Inverse Problems in Engineering, 8, 25, 10.1080/174159700088027717
Fugate, 2001, Vibration-based damage detection using statistical process control, Mechanical Systems and Signal Processing, 15, 707, 10.1006/mssp.2000.1323
Sohn, 2000, Structural health monitoring using statistical process control, Journal of Structural Engineering, 126, 1356, 10.1061/(ASCE)0733-9445(2000)126:11(1356)
K. Worden, G. Manson, Visualization and dimension reduction of high-dimensional data for damage detection, imac 17, in: S. Ganeriwalaand, S. Patel, H. Hartung (Eds.), Proceedings of the 17th International Modal Analysis Conference, 1999, pp. 1576–1585.
Zang, 2001, Structural damage detection using artificial neural networks and measured frf data reduced via principal component projection, Journal of Sound and Vibration, 242, 813, 10.1006/jsvi.2000.3390
Azeez, 1998, Proper orthogonal decomposition of a class of vibroimpact oscillations, Journal of Sound and Vibration, 240, 859, 10.1006/jsvi.2000.3264
Kappagantu, 2000, Dynamical characterization of a frictionally excited beam, Nonlinear Dynamics, 22, 317, 10.1023/A:1008344005183
Friswell, 1999, Sensor validation for smart structures, Journal of Intelligent Material Systems and Structures, 10, 973, 10.1106/GVD2-EGPN-C5B1-DPNX
Kerschen, 2005, Sensor validation using principal component analysis, Smart Materials and Structures, 14, 36, 10.1088/0964-1726/14/1/004
Han, 2003, Application of proper orthogonal decomposition to structural vibration analysis, Mechanical Systems and Signal Processing, 17, 989, 10.1006/mssp.2002.1570
Lenaerts, 2001, Proper orthogonal decomposition for model updating of non-linear mechanical systems, Mechanical Systems and Signal Processing, 15, 31, 10.1006/mssp.2000.1350
De Boe, 2003, Principal component analysis of piezo-sensor array for damage localization, Structural Health Monitoring: An International Journal, 2, 137, 10.1177/1475921703002002005
Yan, 2005, Structural damage diagnosis under varying environmental conditions. Part i: a linear analysis, Mechanical Systems and Signal Processing, 19, 847, 10.1016/j.ymssp.2004.12.002
Sohn, 2002, Statistical damage classification under changing environmental and operational conditions, Journal of Intelligent Material Systems and Structures, 13, 561, 10.1106/104538902030904
Yan, 2005, Structural damage diagnosis under varying environmental conditions. Part ii: local pca for non-linear cases, Mechanical Systems and Signal Processing, 19, 865, 10.1016/j.ymssp.2004.12.003
Wold, 1987, Multiway principal component and pls analysis, Journal of Chemometrics, 1, 41, 10.1002/cem.1180010107
Lopez de Mantaras, 1997, Case-based reasoning: an overview, AI Communications, 10, 21
Staszewski, 1998, Wavelet based compression and feature selection for vibration, Journal of Sound and Vibration, 211, 735, 10.1006/jsvi.1997.1380
Staszewski, 2001, Monitoring on-line integrated technologies for operational reliability-monitor, Air & Space Europe, 2, 67, 10.1016/S1290-0958(01)80019-8
Haywood, 2005, An automatic impact monitor for a composite panel employing smart sensor technology, Smart Materials and Strctures, 14, 265, 10.1088/0964-1726/14/1/027
Staszewski, 2000, Fail-safe sensor distributions for impact detection in composite materials, Smart Materials and Structures, 9, 298, 10.1088/0964-1726/9/3/308
K. Worden, W.J. Staszewski, Impact location and quantification on a composite panel using neural networks and a genetic algorithm, Strain (36) (2000) 61–70.
R.T. Jones, J.S. Sirkis, E.J Friebele, A.D. Kersey, Location and magnitude of impact detection in composite plates using neural networks, in: W.B. Spillman (Ed.), Proceedings of SPIE Vol. 2444, Smart Structures and Materials 1995: Smart Sensing, Processing, and Instrumentation, April 1995, pp. 469–480.
Coverley, 2003, Impact damage location in composite structures using optimized sensor triangulation procedure, Smart Materials and Structures, 12, 795, 10.1088/0964-1726/12/5/017
J. LeClerc, J. Haywood, W. Satszewski, K. Worden, Impact detection in an aircraft composite panel—a neural approach, in: C. Boller, W.J. Satszewski (Eds.), Proceeding of 2nd European Conference on Structural Health Monitoring, University of Sheffield, DEStech Publications, Inc., 2004, pp. 407–414.
L.E. Mujica, J. Vehí, W. Staszewski, K. Worden, Impact damage detection in aircraft composites using knowledge-based reasoning, Proceeding of the Third European Structural Health Monitoring, 2006, pp. 601–608.
Russell, 2000
I.T. Jolliffe, Principal Component Analysis, Springer Series is Statistics, second ed., Springer, 2002.
Nomikos, 1994, Monitoring batch processes using multiway principal component analysis, AIChE Journal, 40, 1361, 10.1002/aic.690400809
Wise, 1999, A comparison of pca, multiway pca, trilinear decomposition and parallel factor analysis for fault detection in a semiconductor etch process, Journal of Chemometrics, 13, 379, 10.1002/(SICI)1099-128X(199905/08)13:3/4<379::AID-CEM556>3.0.CO;2-N
Martin, 1992, Monitoring process manufacturing performance, IEEE Control Systems Magazine, 22, 26, 10.1109/MCS.2002.1035215
Westerhuis, 1999, Comparing alternative approaches for multivariate statistical analysis of batch process data, Journal of Chemometrics, 13, 397, 10.1002/(SICI)1099-128X(199905/08)13:3/4<397::AID-CEM559>3.0.CO;2-I
M. Ruiz, K. Villez, G. Sin, J. Colomer, P.A. Vanrolleghem, Influence of scaling and unfolding in PCA based monitoring of nutrient removing batch process, in: proceedings 6th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes (Safeprocess2006). Beijing, China, August 29–September 1, 2006 (on CD-ROM).
Hoskuldsson, 1988, Pls regresion methods, Journal of Chemometrics, 2, 211, 10.1002/cem.1180020306
Nomikos, 1995, Multi-way partial least squares in monitoring batch processes, Chemometrics and Intelligent Laboratory Systems, 30, 97, 10.1016/0169-7439(95)00043-7
Mujica, 2005, A hybrid approach of knowledge-based reasoning for structural assessment, Smart Materials and Structures, 14, 1554, 10.1088/0964-1726/14/6/048
Kolakowski, 2006, Two approaches to structural damage detection: Vdm vs cbr, Journal of Intelligent Material Systems and Structures, 16, 63, 10.1177/1045389X06056073
