Quality detection and classification for ultrasonic welding of carbon fiber composites using time-series data and neural network methods
Lei Sun, Changbai Tan, S. Jack Hu, Pingsha Dong, Theodor Freiheit
Topics & Concepts
Convolutional neural networkArtificial neural networkComputer scienceWeldingArtificial intelligencePattern recognition (psychology)Ultrasonic sensorTime seriesData setMachine learningEngineeringMechanical engineeringAcousticsPhysicsAdvanced machining processes and optimizationWelding Techniques and Residual StressesThermography and Photoacoustic Techniques