Two-stage quality monitoring of a laser welding process using machine learning

Machine learning with domain knowledge for predictive quality monitoring in resistance spot welding

(2022) Baifan Zhou et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Improving process monitoring of ultrasonic metal welding using classical machine learning methods and process-informed time series evaluation

(2022) Elisabeth Birgit Schwarz et al.   Journal of Manufacturing Processes

Ball bonding inspections using a conjoint framework with machine learning and human judgement

(2021) Kit Yan Chan et al.   APPLIED SOFT COMPUTING

Characterization of Photodiodes for Detection of Variations in Part-to-Part Gap and Weld Penetration Depth During Remote Laser Welding of Copper-to-Steel Battery Tab Connectors

(2021) Giovanni Chianese et al.   JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME

Supervised deep learning for real-time quality monitoring of laser welding with X-ray radiographic guidance

(2020) Sergey Shevchik et al.   Scientific Reports

A High-Performance Deep Learning Algorithm for the Automated Optical Inspection of Laser Welding

(2020) Yatao Yang et al.   Applied Sciences-Basel

Welding defects detection based on deep learning with multiple optical sensors during disk laser welding of thick plates

(2019) Yanxi Zhang et al.   JOURNAL OF MANUFACTURING SYSTEMS

Real-time monitoring of high-power disk laser welding statuses based on deep learning framework

(2019) Yanxi Zhang et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Correlation analysis of penetration based on keyhole and plasma plume in laser welding

(2018) Yi Zhang et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Time Series FeatuRe Extraction on basis of Scalable Hypothesis tests (tsfresh – A Python package)

(2018) Maximilian Christ et al.   NEUROCOMPUTING

Prospects of laser welding technology in the automotive industry: A review

(2017) Kyung-Min Hong et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Solder joint defect classification based on ensemble learning

(2017) Hao Wu   SOLDERING & SURFACE MOUNT TECHNOLOGY

High power laser welding of thick steel plates in a horizontal butt joint configuration

(2016) M. Mazar Atabaki et al.   OPTICS AND LASER TECHNOLOGY

Data-driven based analyzing and modeling of MIMO laser welding process by integration of six advanced sensors

(2015) Deyong You et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Weld root instabilities in fiber laser welding

(2015) John Powell et al.   JOURNAL OF LASER APPLICATIONS

3D transient multiphase model for keyhole, vapor plume, and weld pool dynamics in laser welding including the ambient pressure effect

(2015) Shengyong Pang et al.   OPTICS AND LASERS IN ENGINEERING

Multisensor Fusion System for Monitoring High-Power Disk Laser Welding Using Support Vector Machine

(2014) Deyong You et al.   IEEE Transactions on Industrial Informatics

Real-time seam penetration identification in arc welding based on fusion of sound, voltage and spectrum signals

(2014) Zhifen Zhang et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Classification of Solder Joint Using Feature Selection Based on Bayes and Support Vector Machine

(2013) Hao Wu et al.   IEEE Transactions on Components Packaging and Manufacturing Technology

Progress in NDT of resistance spot welding of aluminium using ultrasonic C-scan

(2012) M. Thornton et al.   NDT & E INTERNATIONAL

Real-time monitoring of laser welding of galvanized high strength steel in lap joint configuration

(2012) Fanrong Kong et al.   OPTICS AND LASER TECHNOLOGY

Research on key influence factors of laser overlap welding of automobile body galvanized steel

(2012) Genyu Chen et al.   OPTICS AND LASER TECHNOLOGY

High speed imaging technique Part 2 – High speed imaging of power beam welding phenomena

(2011) S Tsukamoto   SCIENCE AND TECHNOLOGY OF WELDING AND JOINING

Solder Joint Inspection Method for Chip Component Using Improved AdaBoost and Decision Tree

(2011) Xie Hongwei et al.   IEEE Transactions on Components Packaging and Manufacturing Technology

Inherent instability investigation for low speed laser welding of aluminum using a single-mode fiber laser

(2010) A.G. Paleocrassas et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Laser welding defects detection in automotive industry based on radiation and spectroscopical measurements

(2009) Sergio Saludes Rodil et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Nd:YAG Laser Welding of AZ91 Magnesium Alloy for Aerospace Industries

(2009) Kamel Abderrazak et al.   METALLURGICAL AND MATERIALS TRANSACTIONS B-PROCESS METALLURGY AND MATERIALS PROCESSING SCIENCE

Sputter Tracking for the Automatic Monitoring of Industrial Laser-Welding Processes

(2008) M. Jager et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Principal Component Imagery for the Quality Monitoring of Dynamic Laser Welding Processes

(2008) M. Jager et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

FPGA implementation of time–frequency analysis algorithms for laser welding monitoring

(2008) A. Molino et al.   MICROPROCESSORS AND MICROSYSTEMS

Spectral processing technique based on feature selection and artificial neural networks for arc-welding quality monitoring

(2008) P.B. García-Allende et al.   NDT & E INTERNATIONAL