Artificial Intelligence in Laser Processing

The track ‘Artificial Intelligence in Laser Processing’ at ICALEO 2024 explores the fusion of AI and laser manufacturing. Discover cutting-edge research on optimizing laser processes and enhancing manufacturing efficiency. Explore AI's diverse applications in parameter optimization, quality prediction, real-time process monitoring, and control. Join us to unlock the potential of AI-driven solutions revolutionizing laser materials processing, delivering unprecedented precision, productivity, and innovation.

Session Search

Day	Session	Title	Keywords
Monday	Process Monitoring and Control	Optimized Closed-Loop Real-Time Speed Regulation With Loss-of Cut Active Monitoring in Laser Oxidation Cutting	Laser Cutting Monitoring Control Artificial Intelligence
Monday	Process Monitoring and Control	Velocity-Based Closed-Loop Control in Fusion Laser Cutting for Multi-Directional and Curved Geometries	Laser Cutting Control Monitoring Artificial Intelligence
Monday	Process Monitoring and Control	Real-Time Analysis of Inline Sensor Data During USP-Laser Machining	Inline Monitoring Real-Time Analysis Quality Control
Monday	Process Monitoring and Optimization	AI-Driven Optimization of Laser Cutting Parameters: Automating Experimentation for Enhanced Precision	Artificial Intelligence Laser Cutting Bayesian Optimization Automation Unit
Monday	Process Monitoring and Optimization	AI-Based Spatially Resolved Parameter Prediction in Laser Metal Deposition for Increased Process Stability	Laser Material Deposition Artificial Intelligence
Monday	Process Monitoring and Optimization	Vision Transformer Based Cut Interruption Detection and Prediction of Laser Fusion Cutting from Monitored Melt Pool Images	Fiber Laser Fusion Cutting Vision Transformer High-Speed Camera Process Monitoring
Monday	Process Monitoring and Optimization	Analyzing Multi-Spectral Emission and Synchrotron Data to Evaluate the Quality of Laser Welds on Copper	Deep Learning Muti-Spectral Laser Welding Emission Sensor Synchrotron
Monday	Process Monitoring and Optimization	Artificial Intelligence in Camera-based Online Process Monitoring	Qualityassurance Ai Defect Detection Laser Welding Laser Brazing
Monday	Process Monitoring I	Title - TBD
Monday	Process Monitoring I	Photodiode-Based Focus Monitoring in Ultrashort-Pulsed Laser Structuring of Graphite Anodes for Lithium-Ion Batteries	Process Monitoring Ultrashort-Pulsed Laser Photodiode-Based Systems Data-Driven Approaches Lithium Battery Electrodes
Monday	Process Monitoring I	DNN-Based Real-Time Monitoring of Weld Shape during the Laser Welding Process	Laser Welding Dnn-Based Monitoring Weld Shape Prediction Optical Emission Spectroscopy Singular Value Decomposition
Monday	Process Monitoring I	Event-Based Vision in Laser Welding: An Approach for Process Monitoring	Event-Based Vision Event Camera Process Monitoring
Tuesday	Model Based Prediction	Application of a Physics-Informed Hybrid Model with Additional Output Constraints for the Prediction of the Threshold of Deep-Penetration Laser Welding	Physics-Informed Machine Learning Hybrid Models Gaussian Processes Output Warping Laser Welding
Tuesday	Model Based Prediction	AI-Supported prediction of femtosecond laser micromachining parameters	Micromachining Artificial Intelligence Ai Femtosecond Laser
Tuesday	Model Based Prediction	Generative adversarial network (GAN)-based Prediction of Thermal Residual Stress and Melt Pool Characteristics in Laser Processing of Carbon Steel	Thermal Residual Stress Deep Learning Numerical Simulation Surrogate Model Generative Network
Tuesday	Model Based Prediction	Autonomous Micro Laser Processing with Artificial Intelligence	Micro Processing Artificial Intelligence Deep Neural Network Laser Processing Simulator
Tuesday	Poster Gallery	Full Penetration Detection in Fiber Laser Remote Cutting of Electrical Steel Sheets from In-Situ Monitored Images using Convolutional Neural Networks	Laser Remote Cutting Convolutional Neural Networks High-Speed Camera Process Monitoring
Tuesday	Poster Gallery	Acoustic Process Monitoring During the Laser Beam Welding of Stainless-Steel Foils Using an Adjustable Ring Mode Laser Beam Source	Laser Beam Welding Acoustic Process Monitoring Artificial Intelligence Adjustable Ring-Mode