Beyond parabolic weld bead models: AI-based 3D reconstruction of weld beads under transient conditions in wire-arc additive manufacturing

This publication has 11 references indexed in Scilit:

• Stacked-GRU Based Power System Transient Stability Assessment Method
  Algorithms, 2018
• Prediction of bead geometry in cold metal transfer welding using back propagation neural network
  The International Journal of Advanced Manufacturing Technology, 2016
• RBF-NN-based model for prediction of weld bead geometry in Shielded Metal Arc Welding (SMAW)
  Neural Computing and Applications, 2016
• Towards an automated robotic arc-welding-based additive manufacturing system from CAD to finished part
  Computer-Aided Design, 2016
• Bead geometry prediction for robotic GMAW-based rapid manufacturing through a neural network and a second-order regression analysis
  Journal of Intelligent Manufacturing, 2012
• Weld bead modeling and process optimization in Hybrid Layered Manufacturing
  Computer-Aided Design, 2011
• Low cost integration of additive and subtractive processes for hybrid layered manufacturing
  Robotics and Computer-Integrated Manufacturing, 2010
• Genetic Algorithms
  2007
• Three-Dimensional Finite-Element Modelling of Deformation in Weld-Based Rapid Prototyping
  Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 2006
• Prediction of weld bead geometry and penetration in shielded metal-arc welding using artificial neural networks
  Journal of Materials Processing Technology, 2002