Burn-through prediction and weld depth estimation by deep learning model monitoring the molten pool in gas metal arc welding with gap fluctuation

Real-Time Weld Quality Prediction Using a Laser Vision Sensor in a Lap Fillet Joint during Gas Metal Arc Welding

(2020) Kidong Lee et al.   SENSORS

Detecting dynamic development of weld pool using machine learning from innovative composite images for adaptive welding

(2020) Yongchao Cheng et al.   Journal of Manufacturing Processes

Machine learning of weld joint penetration from weld pool surface using support vector regression

(2019) Rong Liang et al.   Journal of Manufacturing Processes

Weld image deep learning-based on-line defects detection using convolutional neural networks for Al alloy in robotic arc welding

(2019) Zhifen Zhang et al.   Journal of Manufacturing Processes

EMD- PNN based welding defects detection using laser-induced plasma electrical signals

(2019) Yiming Huang et al.   Journal of Manufacturing Processes

Artificial Neural Network Controlled GMAW System: Penetration and Quality Assurance in a Multi-Pass Butt Weld Application

(2019) Sakari Penttilä et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

(2019) Ramprasaath R. Selvaraju et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Automated defect classification of SS304 TIG welding process using visible spectrum camera and machine learning

(2019) Daniel Bacioiu et al.   NDT & E INTERNATIONAL

Welding penetration prediction with passive vision system

(2018) Zongyao Chen et al.   Journal of Manufacturing Processes

Prediction of penetration in one-sided fillet welds by in-process joint gap monitoring—an experimental study

(2017) Fredrik Sikström et al.   Welding in the World

Modeling and robust controlling of laser welding process on high strength titanium alloy using fuzzy basis function networks and robust Takagi-Sugeno fuzzy controller

(2016) Phuong D. Ngo et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Iterative Local ANFIS-Based Human Welder Intelligence Modeling and Control in Pipe GTAW Process: A Data-Driven Approach

(2015) YuKang Liu et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Control of 3D weld pool surface

(2013) YuKang Liu et al.   CONTROL ENGINEERING PRACTICE

Model-Based Predictive Control of Weld Penetration in Gas Tungsten Arc Welding

(2013) Yu Kang Liu et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Development of a Welding Monitoring System for In-Process Quality Control of Thick Walled Pipe

(2013) Yoshihiro Fujita et al.   Welding in the World