Structural Health Monitoring · 2004 · 399 citations · 20 references
ComputingSystems EngineeringFault-tolerant SystemsMachine LearningSensor FusionCondition MonitoringDecision-level FusionDiagnosticsFault DetectionFault DiagnosisStructural Health MonitoringDamage IdentificationData FusionData ProcessingFault EstimationModel FusionOperational Performance EvaluationSensor Fusion For DiagnosticsStructural Damage Identification
This paper describes a coherent strategy for intelligent fault detection. All of the features of the strategy are discussed in detail. These encompass: (i) a taxonomy for the relevant concepts, i.e. a precise definition of what constitutes a fault etc., (ii) a specification for operational evaluation which makes use of a hierarchical damage identification scheme, (iii) an approach to sensor prescription and optimisation and (iv) a data processing methodology based on a data fusion model.
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DAMAGE DETECTION USING OUTLIER ANALYSIS
Keith Worden, G. Manson, Nick Fieller · Journal of Sound and Vibration · 2000 · 607 citations
Autoassociative neural networks
Mark A. Kramer · Computers & Chemical Engineering · 1992 · 528 citations