An intelligent weld control strategy based on reinforcement learning approach

Application of fuzzy control method in gas metal arc welding

(2017) Pengfei Hu et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Automated control of welding penetration based on audio sensing technology

(2017) Na Lv et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

Intelligent laser welding through representation, prediction, and control learning: An architecture with deep neural networks and reinforcement learning

(2016) Johannes Günther et al.   MECHATRONICS

Dynamic nonlinear modeling of 3D weld pool surface in GTAW

(2016) Zeshi JIN et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Dynamic Neuro-Fuzzy-Based Human Intelligence Modeling and Control in GTAW

(2015) YuKang Liu et al.   IEEE Transactions on Automation Science and Engineering

Acquisition of welding skills in industrial robots

(2015) J.F. Aviles-Viñas et al.   Industrial Robot-The International Journal of Robotics Research and Application

On-line learning of welding bead geometry in industrial robots

(2015) Jaime F. Aviles-Viñas et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

A methodology for modeling and control of weld bead width in the GMAW process

(2015) Jorge Giron Cruz et al.   Journal of the Brazilian Society of Mechanical Sciences and Engineering