Publication | Closed Access
Output-Only Subspace-Based Structural Identification: From Theory to Industrial Testing Practice1
128
Citations
24
References
2001
Year
EngineeringStructural Model IdentificationStructural IdentificationState EstimationNonlinear System IdentificationStatistical Signal ProcessingData ScienceUncertainty QuantificationSystems EngineeringMultilinear Subspace LearningIndustrial Testing Practice1Nonstationary ExcitationStructural Health MonitoringSystem IdentificationFunctional Data AnalysisSignal ProcessingMultiple Sensor SetupsStructural AnalysisProcess Control
We address the problem of structural model identification during normal operating conditions and thus with uncontrolled, unmeasured, and nonstationary excitation. We advocate the use of output-only and covariance-driven subspace-based stochastic identification methods. We explain how to handle nonsimultaneously measured data from multiple sensor setups, and how robustness with respect to nonstationary excitation can be achieved. Experimental results obtained for three real application examples are shown.
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