Journal of Dynamic Systems Measurement and Control · 2001 · 128 citations · 24 references
EngineeringIndustrial EngineeringSystems EngineeringDynamical SystemsStructural AnalysisStructural DynamicsModel IdentifiabilityState EstimationState-space ModelsStructural Health MonitoringSystem IdentificationExcitationIdentification Of Dynamical SystemsModel IdentificationRobust System IdentificationState IdentificationStochastic System IdentificationSubspace IdentificationSystem Identification Under Random Excitation
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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