Quality Prediction for Wire Arc Additive Manufacturing Based on Multi-source Signals, Whale Optimization Algorithm–Variational Modal Decomposition, and One-Dimensional Convolutional Neural Network
Yong Huang, Chenkai Yue, Xiaxin Tan, Ziyuan Zhou, Xiaopeng Li, Xiaoyong Zhang, Chundong Zhou, Yong Peng, Kehong Wang
Topics & Concepts
AlgorithmConvolutional neural networkArtificial neural networkVoltageMaterials scienceComputer scienceModalArc (geometry)Pattern recognition (psychology)AcousticsArtificial intelligenceBiological systemMechanical engineeringEngineeringPhysicsPolymer chemistryBiologyElectrical engineeringAdditive Manufacturing Materials and ProcessesWelding Techniques and Residual StressesThermography and Photoacoustic Techniques