Quadratic approximation of the distribution of gmac(?,?), p.91 ,
,
, Hankel matrix normalization for robust damage detection 103
1.1.1 Empirical damage detection residuals based on a difference of Hankel matrices, p.106 ,
111 7.2.5 Application and computation of the damage detection tests ,
117 7.3.2 A numerical study about the non centrality parameter of the damage detection test ,
, Efficient implementation of the damage detection test, p.118
118 7.4.1 Mass perturbation in the aluminum plate ,
,
Assume ? tends to ? * , where rank(X(?)) = 2n, for ? = ? * and rank(X(? * )) = n. Then the derivative of any singular vector of X(?) ,
Estimating modal parameters of civil engineering structures subject to ambient and harmonic excitation, EVACES -7th International Conference of Experimental Vibration Analysis for Civil Engineering Structures, 2007. ,
A method for the harmonic removal in operational modal analysis of rotating blades, Mechanical Systems and Signal Processing, vol.27, pp.604-618, 2012. ,
Ambient vibration studies of golden gate bridge: I. suspended structure, Journal of Engineering Mechanics, vol.111, issue.4, pp.463-482, 1985. ,
Stochastic theory of minimal realization, IEEE Transactions on Automatic Control, vol.19, issue.6, pp.667-674, 1974. ,
Markovian representation of stochastic processes by canonical variables, SIAM Journal on Control, vol.13, issue.1, pp.162-173, 1975. ,
Robust statistical subspace-based damage assessment. Theses, University of British Columbia, 2017. ,
Investigation on the sensitivity of subspace based damage detection technique to damage and noise levels, 2nd IFAC Symposium on the Theory of Self-Adaptive Control Systems, vol.2, pp.96-111, 1965. ,
A harmonic peak reduction technique for operational modal analysis of rotating machinery, Proceedings of the International Operational Modal Analysis Conference, 2015. ,
Subspace-based fault detection algorithms for vibration monitoring, Automatica, vol.36, issue.1, pp.101-109, 2000. ,
Automated frequency domain decomposition for operational modal analysis, Conference Proceedings, 2007. ,
Data-Based Modelling and System Identification, Automatica, vol.41, issue.3, pp.359-376, 2005. ,
Parameter estimation techniques for modal analysis, SAE Transactions, vol.88, pp.828-846, 1979. ,
The asymptotic local approach to change detection and model validation, IEEE Transactions on Automatic Control, vol.32, issue.7, pp.583-592, 1987. ,
URL : https://hal.archives-ouvertes.fr/inria-00075990
Merging sensor data from multiple temperature scenarios for vibration monitoring of civil structures, 2006. ,
Statistical model-based damage localization: A combined subspace-based and substructuring approach. Structural Control and Health Monitoring, vol.15, pp.857-875, 2008. ,
Using local tests to estimate convergence rates for identification, Proceedings of the 39th IEEE Conference on Decision and Control, vol.2, p.1985, 1990. ,
Consistency and asymptotic normality of some subspace algorithms for systems without observed inputs, Automatica, vol.35, issue.7, pp.1243-1254, 1999. ,
Kalman filter damage detection in the presence of changing process and measurement noise. Mechanical Systems and Signal Processing, vol.39, pp.361-371, 2013. ,
Single sample modal identification of a nonstationary stochastic process, IEEE Transactions on Automatic Control, vol.30, issue.1, pp.66-74, 1985. ,
Analysis of the asymptotic properties of the moesp type of subspace algorithms, Automatica, vol.36, issue.4, pp.497-509, 2000. ,
Nonstationary consistency of subspace methods, IEEE Transactions on Automatic Control, vol.52, issue.6, pp.974-984, 2007. ,
Nonstationary consistency of subspace methods, IEEE Transactions on Automatic Control, vol.52, issue.6, pp.974-984, 2007. ,
Ambient vibration re-testing and operational modal analysis of the humber bridge, Engineering Structures, vol.32, issue.8, pp.2003-2018, 2010. ,
Damping estimation by frequency domain decomposition, Proceedings of IMAC 19, pp.698-703, 2001. ,
Output-only modal analysis by frequency domain decomposition, Proceedings of ISMA25, pp.717-723, 2000. ,
An approach to operational modal analysis using the expectation maximization algorithm, Mechanical Systems and Signal Processing, vol.31, pp.109-129, 2012. ,
Vibration based condition monitoring: A review, Structural Health Monitoring, vol.3, issue.4, pp.355-377, 2004. ,
An automated methodology for performing time synchronous averaging of a gearbox signal without speed sensor. Mechanical Systems and Signal Processing, vol.21, pp.2590-2606, 2007. ,
The inception of oma in the development of modal testing technology for wind turbines, Mechanical Systems and Signal Processing, vol.24, issue.5, pp.1213-1226, 2010. ,
, Statistical inference. Cengage Learning, 2001.
Contributions to econometrics, time series analysis, and systems identification: a Festschrift in honor of Manfred Deistler, Journal of Econometrics, vol.118, issue.1, pp.257-291, 2004. ,
Observer kalman filter identification for output-only systems using interactive structural modal identification toolsuite, Journal of Bridge Engineering, vol.19, issue.5, p.4014002, 2014. ,
Cointegration: a novel approach for the removal of environmental trends in structural health monitoring data, Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, vol.467, issue.1, pp.2712-2732, 2011. ,
Variance computation of modal parameter estimates from upc subspace identification, IOMAC -7th International Operational Modal Analysis Conference, 2017. ,
A summary review of vibration-based damage identification methods. Identification Methods, The Shock and Vibration Digest, vol.30, pp.91-105, 1998. ,
The use of transmissibility measurements in output-only modal analysis. Mechanical Systems and Signal Processing, vol.21, pp.2689-2696, 2007. ,
Subspace-based damage detection on steel frame structure under changing excitation, IMAC -32nd International Modal Analysis Conference, 2014. ,
Estimation of modal parameters and their uncertainty bounds from subspace-based system identification, IRIS Industrial Safety and Life Cycle Engineering -Technologies / Standards / Applications, pp.91-106, 2013. ,
Structural health monitoring with statistical methods during progressive damage test of s101 bridge. Engineering Structures, vol.69, pp.183-193, 2014. ,
Uncertainty quantification for modal parameters from stochastic subspace identification on multi-setup measurements, Mechanical Systems and Signal Processing, vol.36, p.2013 ,
Multi-order covariance computation for estimates in stochastic subspace identification using qr decompositions, IFAC Proceedings Volumes, vol.47, pp.9498-9503, 2014. ,
Fast multi-order computation of system matrices in subspace-based system identification, Control Engineering Practice, vol.20, issue.9, pp.882-894, 2012. ,
Modular subspace-based system identification from multi-setup measurements, IEEE Transactions on Automatic Control, vol.57, issue.11, pp.2951-2956, 2012. ,
Efficient multi-order uncertainty computation for stochastic subspace identification, Mechanical Systems and Signal Processing, vol.38, pp.346-366, 2013. ,
Subspace-based fault detection robust to changes in the noise covariances, Automatica, vol.49, issue.9, pp.2734-2743, 2013. ,
Subspace-based damage detection under changes in the ambient excitation statistics. Mechanical Systems and Signal Processing, Structural Health Monitoring, vol.45, issue.1, pp.644-659, 2014. ,
Fault Detection, Isolation and Quantification from Gaussian Residuals with Application to Structural Damage Diagnosis, Annual Reviews in Control, vol.42, pp.244-256, 2016. ,
Subspace-based system identification and fault detection: Algorithms for large systems and application to structural vibration analysis. Theses, Université Rennes 1, 2011. ,
Consistency and relative efficiency of subspace methods, IFAC Symposium on System Identification (SYSID'94), vol.27, pp.4-6, 1994. ,
Operational modal analysis in the presence of harmonic excitations by the use of transmissibility measurements, Mechanical Systems and Signal Processing, vol.23, issue.3, pp.621-635, 2009. ,
On robust regression analysis as a means of exploring environmental and operational conditions for shm data, Journal of Sound and Vibration, vol.347, pp.279-296, 2015. ,
Development of a hybrid bridge evaluation system. Theses, University of British Columbia, 1993. ,
Finite Element Model Updating in Structural Dynamics, vol.38, 1995. ,
Consistency of subspace methods for signals with almost-periodic components, Automatica, vol.48, issue.3, pp.514-520, 2012. ,
A subspace algorithm for extracting periodic components from multivariable signals in colored noise, 16th IFAC Symposium on System Identification, vol.45, pp.1161-1166, 2012. ,
Inference on directionally differentiable functions. The Review of Economic Studies, vol.86, pp.377-412, 2019. ,
An introduction to structural health monitoring, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, vol.365, pp.303-315, 1851. ,
Operational modal analysis of rotating machinery, IMAC -XXXVI International Modal Analysis Conference, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-02422700
Orthogonal projectionbased harmonic signal removal for operational modal analysis, Proceedings of the 7th International Conference on Experimental Vibration Analysis for Civil Engineering Structures, pp.306-316, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-02422699
Hankel matrix normalization for robust damage detection, IOMAC -8th International Operational Modal Analysis Conference, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02143749
Variance computation of the Modal Assurance Criterion, International Conference on Noise and Vibration Engineering -KU Leuven, pp.2939-2950, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01886642
Statistical analysis of the Modal Phase Collinearity for complex and real mode shapes. Submitted to Mechanical Systems and Signal Processing, 2019. ,
Variance computation of MAC and MPC for real-valued mode shapes from the stabilization diagram, IOMAC -8th International Operational Modal Analysis Conference, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02143765
Omaxoperational modal analysis in presence of exogenous inputs, Proceedings of ISMA2006, pp.2985-2996 ,
, PMA, 2006.
A personal view of the development of system identification: A 30-year journey through an exciting field, IEEE Control Systems Magazine, vol.26, issue.6, pp.93-105, 2006. ,
Experimental damping assessment of a full scale offshore mono bucket foundation, Proceedings of ISMA2016, pp.4045-4054, 2016. ,
Controllability and observability in multivariable control systems, Journal of the Society for Industrial and Applied Mathematics Series A Control, vol.1, issue.2, pp.128-151, 1963. ,
The differentiation of pseudo-inverses and nonlinear least squares problems whose variables separate, X International Conference on Structural Dynamics, vol.10, pp.413-432, 1919. ,
Frequency-domain system identification techniques for experimental and operational modal analysis, 13th IFAC Symposium on System Identification (SYSID 2003), vol.36, pp.27-29, 2003. ,
Frequency domain maximum likelihood identification of modal parameters with confidence intervals, Proc. 24th International Seminar on Modal Analysis (ISMA), vol.01, 1998. ,
Applications of the modal assurance criterion in dynamic model updating, American Society of Mechanical Engineers, Design Engineering Division (Publication) DE, vol.18, pp.289-294, 1989. ,
Effective construction of linear state-variable models from input/output functions, Regelungstechnik, vol.14, issue.12, pp.545-548, 1966. ,
A survey of fault detection, isolation, and reconfiguration methods, IEEE Transactions on Control Systems Technology, vol.18, issue.3, pp.636-653, 2010. ,
Complex modes -origins and limits, Soc. Experimental Mechanics Inc, pp.496-506, 1995. ,
The modal assurance criterion (MAC): Twenty years of use and abuse, Journal of Sound and Vibration, vol.37, 2003. ,
Eliminating the influence of harmonic components in operational modal analysis, Conference Proceedings, 2007. ,
Using enhanced frequency domain decomposition as a robust technique to harmonic excitation in operational modal analysis, Proceedings of the International Operational Modal Analysis Conference, vol.4, 2007. ,
The natural excitation technique (NExT) for modal parameter extraction from operating wind turbines, p.93, 1993. ,
An eigensystem realization algorithm for modal parameter identification and model reduction, Journal of Guidance, Control, and Dynamics, vol.8, pp.620-627, 1985. ,
Realtime assessment of flutter stability based on automated output-only modal analysis, ISMA 2014, pp.3693-3706, 2014. ,
Mathematical description of linear dynamical systems, Journal of the Society for Industrial and Applied Mathematics Series A Control, vol.1, issue.2, pp.152-192, 1963. ,
Damage detection of the z24 bridge using control charts. Mechanical Systems and Signal Processing, vol.17, pp.163-170, 2003. ,
A new identification and model reduction algorithm via singular value decomposition, 12th Asilomar Conference on Circuits, Systems, and Computers, pp.705-714, 1978. ,
Vibration-based structural damage identification, Philosophical Transactions of the Royal Society of London. Series A: Mathematical, Physical and Engineering Sciences, vol.359, pp.131-149, 1778. ,
System Identification (2Nd Ed.): Theory for the User, 1999. ,
First-order perturbation analysis of singular vectors in singular value decomposition, IEEE/SP 14th Workshop on Statistical Signal Processing, pp.532-536, 2007. ,
A new chi-square approximation to the distribution of non-negative definite quadratic forms in noncentral normal variables, Computational Statistics and Data Analysis, vol.53, issue.4, pp.853-856, 2009. ,
On the generalised distance in statistics, Proceedings National Institute of Science, vol.2, pp.49-55, 1936. ,
Operational modal identification in the presence of harmonic excitation, Applied Acoustics, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-02398156
Fast in-flight detection of flutter onset -A statistical approach, INRIA, 2003. ,
URL : https://hal.archives-ouvertes.fr/inria-00071596
Blind subspacebased eigenstructure identification under nonstationary excitation using moving sensors, IEEE Transactions on Signal Processing, vol.50, issue.1, pp.41-48, 2002. ,
URL : https://hal.archives-ouvertes.fr/inria-00072616
Explaining operational modal analysis with data from an arch bridge. Mechanical Systems and Signal Processing, vol.25, pp.1431-1450, 2011. ,
Variance estimation of modal parameters from output-only and input/output subspace-based system identification, Journal of Sound and Vibration, vol.379, pp.1-27, 2016. ,
URL : https://hal.archives-ouvertes.fr/hal-01328435
Stride for structural identification using expectation maximization: Iterative output-only method for modal identification, Journal of Engineering Mechanics, vol.142, issue.4, p.4015109, 2016. ,
Description of z24 benchmark. Mechanical Systems and Signal Processing, vol.17, pp.127-131, 2003. ,
Damage detection in structures: From mode shape to frequency response function methods, Mechanical Systems and Signal Processing, vol.17, issue.3, pp.489-498, 2003. ,
N4sid: Subspace algorithms for the identification of combined deterministic-stochastic systems, Special issue on statistical signal processing and control, vol.30, issue.1, pp.75-93, 1994. ,
A consistent-mode indicator for the eigensystem realization algorithm, Journal of Guidance Control and Dynamics, vol.16, 1993. ,
Removing disturbing harmonics in operational modal analysis, Proceedings of the International Operational Modal Analysis Conference, 2007. ,
Reference-based stochastic subspace identification for output-only modal analysis. Mechanical Systems and Signal Processing, vol.13, pp.855-878, 1999. ,
Uncertainty calculation in (operational) modal analysis. Mechanical Systems and Signal Processing, vol.21, pp.2359-2373, 2007. ,
Continuous-time operational modal analysis in the presence of harmonic disturbances-the multivariate case, Mechanical Systems and Signal Processing, vol.24, issue.1, pp.90-105, 2010. ,
Reference based stochastic subspace identification in civil engineering, Inverse Problems in Engineering, vol.8, issue.1, pp.47-74, 2000. ,
Comparative study of modal analysis techniques for bridge dynamic characteristics. Mechanical Systems and Signal Processing, vol.17, pp.965-988, 2003. ,
The polymax frequency-domain method: A new standard for modal parameter estimation? Shock and Vibration, vol.11, pp.395-409, 2004. ,
Flight flutter testing of transport aircraft: In-flight modal analysis, vol.02, 2003. ,
Identification of base-excited structures using output-only parameter estimation, Earthquake Engineering & Structural Dynamics, vol.33, issue.1, pp.133-155, 2004. ,
Dynamic structural health monitoring of saint torcato church. Mechanical Systems and Signal Processing, vol.35, pp.1-15, 2013. ,
A history of cepstrum analysis and its application to mechanical problems, Mechanical Systems and Signal Processing, vol.97, pp.3-19, 2017. ,
A survey of the application of the cepstrum to structural modal analysis, Mechanical Systems and Signal Processing, vol.118, pp.716-741, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02146379
Repressing the effects of variable speed harmonic orders in operational modal analysis. Mechanical Systems and Signal Processing, vol.79, pp.3-15, 2015. ,
Combined experimental-operational modal testing of footbridges, Journal of Engineering Mechanics, vol.136, issue.6, pp.687-696, 2010. ,
System identification methods for (operational) modal analysis: Review and comparison, Archives of Computational Methods in Engineering, vol.19, issue.1, pp.51-124, 2012. ,
Monitoring historical masonry structures with operational modal analysis: Two case studies, Mechanical Systems and Signal Processing, vol.24, issue.5, pp.1291-1305, 2010. ,
Uncertainty quantification in operational modal analysis with stochastic subspace identification: Validation and applications, Mechanical Systems and Signal Processing, pp.13-30, 2016. ,
Uncertainty bounds on modal parameters obtained from stochastic subspace identification. Mechanical Systems and Signal Processing, vol.22, pp.948-969, 2008. ,
Reference-based combined deterministicstochastic subspace identification for experimental and operational modal analysis, Mechanical Systems and Signal Processing, vol.22, issue.3, pp.617-637, 2008. ,
New cepstral techniques for operational modal analysis, Proceedings of the First World Congress on Condition Monitoring, 2017. ,
Ambient vibration survey of offshore platform, Journal of the Engineering Mechanics Division, vol.106, pp.425-441, 1980. ,
Output-only structural health monitoring in changing environmental conditions by means of nonlinear system identification, Structural Health Monitoring, vol.13, issue.1, pp.82-93, 2014. ,
Vibrational Based Inspection of Civil Engineering Structures, PDF for print, p.206, 1993. ,
Detection of structural damage through changes in frequency: a review. Engineering Structures, vol.19, pp.718-723, 1997. ,
, System Identification, 1988.
Complex mode indication function and its applications to spatial domain parameter estimation, Mechanical Systems and Signal Processing, vol.2, issue.4, pp.367-377, 1988. ,
, Structural-Vibration-Solutions-A/S. ARTeMIS Modal Pro 6.0, 2018.
A cointegration approach for heteroscedastic data based on a time series decomposition: An application to structural health monitoring, Mechanical Systems and Signal Processing, vol.120, pp.16-31, 2019. ,
, , 1982.
Structural damage identification of the highway bridge z24 by fe model updating, Journal of Sound and Vibration, vol.278, issue.3, pp.589-610, 2004. ,
Damage detection in an operating vestas v27 wind turbine blade by use of outlier analysis, IEEE Workshop on Environmental, Energy and Structural Monitoring Systems, 2015. ,
Asymptotic analysis of subspace-based data-driven residual for fault detection with uncertain reference, 10th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes, vol.51, pp.414-419, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01886626
Extensions of the mac criterion to complex modes, ISMA 2010 International Conference on Noise and Vibration Engineering, 2010. ,
A multi-input modal estimation algorithm for mini-computers, SAE Transactions, vol.91, pp.815-821, 1982. ,
Subspace Identification for Linear Systems, 1996. ,
Wind-induced vibrations and building modes, Bulletin of the Seismological Society of America, vol.56, issue.4, p.793, 1966. ,
Damage detection using outlier analysis, Journal of Sound and Vibration, vol.229, issue.3, pp.647-667, 2000. ,
Operational modal parameter estimation of mimo systems using transmissibility functions, Automatica, vol.50, issue.2, pp.559-564, 2014. ,
Two simple approximations to the distributions of quadratic forms, British Journal of Mathematical and Statistical Psychology, vol.63, issue.2, pp.273-291, 2010. ,
Null subspace-based damage detection of structures using vibration measurements, Mechanical Systems and Signal Processing, vol.20, issue.3, pp.611-626, 2006. ,
Advanced numerical computation of chisquare tests for fault detection and isolation, 5th IFAC Symposium on Fault Detection, Supervision and Safety of Technical Processes, vol.36, pp.9-11, 1997. ,