Feature extraction and classification of multiple cracks from raw vibrational responses of composite beams using 1D-CNN network
Muhammad Irfan Shirazi, Samir Khatir, Djilali Boutchicha, Magd Abdel Wahab
Topics & Concepts
Structural engineeringVibrationBeam (structure)Finite element methodModalHammerFeature (linguistics)Feature extractionComputer scienceMaterials scienceComposite numberPattern recognition (psychology)AcousticsComposite materialArtificial intelligenceEngineeringPhilosophyLinguisticsPhysicsStructural Health Monitoring TechniquesUltrasonics and Acoustic Wave PropagationInfrastructure Maintenance and Monitoring