A waveform-based clustering and machine learning method for damage mode identification in CFRP laminates
Jie Wang, Wei Zhou, Xia-ying Ren, Ming‐ming Su, Jia Liu
Topics & Concepts
WaveformAcoustic emissionCluster analysisCarbon fiber reinforced polymerTime domainMaterials scienceComputer sciencePattern recognition (psychology)Robustness (evolution)Softmax functionAutoencoderComposite laminatesAcousticsArtificial intelligenceAlgorithmComposite numberComposite materialArtificial neural networkPhysicsTelecommunicationsBiochemistryRadarGeneComputer visionChemistryUltrasonics and Acoustic Wave PropagationStructural Health Monitoring TechniquesInfrastructure Maintenance and Monitoring