Real-time monitoring of laser keyhole welding penetration state based on deep belief network

Dynamic estimation of joint penetration by deep learning from weld pool image

(2021) Yongchao Cheng et al.   SCIENCE AND TECHNOLOGY OF WELDING AND JOINING

Real-time penetration state monitoring using convolutional neural network for laser welding of tailor rolled blanks

(2020) Zhehao Zhang et al.   JOURNAL OF MANUFACTURING SYSTEMS

Ranked Feature-Based Laser Material Processing Monitoring and Defect Diagnosis Using k-NN and SVM

(2020) Seung Hwan Lee et al.   Journal of Manufacturing Processes

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

Fluctuation effects in Wire Arc Additive Manufacturing of aluminium analysed by high-speed imaging

(2020) Tobias Hauser et al.   Journal of Manufacturing Processes

Application of sensing techniques and artificial intelligence-based methods to laser welding real-time monitoring: A critical review of recent literature

(2020) Wang Cai et al.   JOURNAL OF MANUFACTURING SYSTEMS

Laser transmission welding of polymers – A review on process fundamentals, material attributes, weldability, and welding techniques

(2020) Bappa Acherjee   Journal of Manufacturing Processes

Active vision sensing and feedback control of back penetration for thin sheet aluminum alloy in pulsed MIG suspension welding

(2019) Jun Xiong et al.   JOURNAL OF PROCESS CONTROL

High-power disk laser welding statuses monitoring based on analyses of multiple-sensor signals

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

Real-time weld geometry prediction based on multi-information using neural network optimized by PCA and GA during thin-plate laser welding

(2019) Zhenglong Lei et al.   Journal of Manufacturing Processes

Simultaneous Monitoring of Penetration Status and Joint Tracking During Laser Keyhole Welding

(2019) Yi Zhang et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

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

Control of weld penetration depth using relative fluctuation coefficient as feedback

(2019) Shuangyang Zou et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Experimental and numerical analysis of molten pool and keyhole profile during high-power deep-penetration laser welding

(2018) Yuewei Ai et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

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

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

Effect of distance between the heat sources on the molten pool stability and burn-through during the pulse laser-GTA hybrid welding process

(2018) Liming Liu et al.   Journal of Manufacturing Processes

A survey on Deep Learning based bearing fault diagnosis

(2018) Duy-Tang Hoang et al.   NEUROCOMPUTING

Dynamic features of plasma plume and molten pool in laser lap welding based on image monitoring and processing techniques

(2018) Wei Meng et al.   OPTICS AND LASER TECHNOLOGY

Visual sensing of the weld pool geometry from the topside view in keyhole plasma arc welding

(2017) X.F. Liu et al.   Journal of Manufacturing Processes

Effect of welding processes and conditions on the microstructure, mechanical properties and corrosion resistance of duplex stainless steel weldments—A review

(2017) Jagesvar Verma et al.   Journal of Manufacturing Processes

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

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

Vision-based weld pool boundary extraction and width measurement during keyhole fiber laser welding

(2015) Masiyang Luo et al.   OPTICS AND LASERS IN ENGINEERING

Robust pattern recognition for measurement of three dimensional weld pool surface in GTAW

(2013) Wei Jie Zhang et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Intelligent modeling for estimating weld bead width and depth of penetration from infra-red thermal images of the weld pool

(2013) N. Chandrasekhar et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Intelligent modelling of back-side weld bead geometry using weld pool surface characteristic parameters

(2013) XueWu Wang et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Coaxial monitoring of the fibre laser lap welding of Zn-coated steel sheets using an auxiliary illuminant

(2013) Yi Zhang et al.   OPTICS AND LASER TECHNOLOGY

Plasma arc welding: Process, sensing, control and modeling

(2013) C.S. Wu et al.   Journal of Manufacturing Processes

Microstructure of 2205 duplex stainless steel joint in submerged arc welding by post weld heat treatment

(2013) Jian Luo et al.   Journal of Manufacturing Processes

Vision-based observation of keyhole geometry in plasma arc welding

(2012) Zuming Liu et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

A camera based feedback control strategy for the laser cladding process

(2012) J.T. Hofman et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

A neural network and multiple regression method for the characterization of the depth of weld penetration in laser welding based on acoustic signatures

(2009) Wei Huang et al.   JOURNAL OF INTELLIGENT MANUFACTURING

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

Research on laser welding of vehicle body

(2007) Qiang Wu et al.   OPTICS AND LASER TECHNOLOGY