Weld penetration in situ prediction from keyhole dynamic behavior under time-varying VPPAW pools via the OS-ELM model

Ensemble OS-ELM based on combination weight for data stream classification

(2019) Haiyang Yu et al.   APPLIED INTELLIGENCE

Arc discharge and pressure characteristics in pulsed plasma gas of PAW

(2019) Shujun Chen et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

A 3-D lattice Boltzmann analysis of weld pool dynamic behaviors in plasma arc welding

(2018) Yanhui Feng et al.   APPLIED THERMAL ENGINEERING

Audible Sound-Based Intelligent Evaluation for Aluminum Alloy in Robotic Pulsed GTAW: Mechanism, Feature Selection, and Defect Detection

(2018) Zhifen Zhang et al.   IEEE Transactions on Industrial Informatics

Tracking using pattern matching of keyhole in visual robotic plasma welding

(2018) Weixi Wang et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

An intelligent weld control strategy based on reinforcement learning approach

(2018) Zeshi Jin et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

The influence mechanism of variable polarity plasma arc pressure on flat keyhole welding stability

(2018) Bin Xu et al.   Journal of Manufacturing Processes

Moving Learning Machine towards Fast Real-Time Applications: A High-Speed FPGA-Based Implementation of the OS-ELM Training Algorithm

(2018) Jose V.  Frances-Villora et al.   Electronics

Probabilistic Forecasting of Hourly Electricity Price by Generalization of ELM for Usage in Improved Wavelet Neural Network

(2017) Mehdi Rafiei et al.   IEEE Transactions on Industrial Informatics

Monitoring of weld joint penetration during variable polarity plasma arc welding based on the keyhole characteristics and PSO-ANFIS

(2017) Di Wu et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

VPPAW penetration monitoring based on fusion of visual and acoustic signals using t-SNE and DBN model

(2017) Di Wu et al.   MATERIALS & DESIGN

Numerical analysis of the heat transfer and material flow during keyhole plasma arc welding using a fully coupled tungsten–plasma–anode model

(2016) Jiajing Pan et al.   ACTA MATERIALIA

Tracking and height control in plasma robotic welding using digital CCD camera

(2016) Weixi Wang et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Penetration state recognition based on the double-sound-sources characteristic of VPPAW and hidden Markov Model

(2016) Shuo Song et al.   JOURNAL OF MATERIALS PROCESSING TECHNOLOGY

RFID-enabled indoor positioning method for a real-time manufacturing execution system using OS-ELM

(2016) Zhixin Yang et al.   NEUROCOMPUTING

Enabling Health Monitoring Approach Based on Vibration Data for Accurate Prognostics

(2015) Kamran Javed et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

WPD-PCA-Based Laser Welding Process Monitoring and Defects Diagnosis by Using FNN and SVM

(2015) Deyong You et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Real-time control of welding penetration during robotic GTAW dynamical process by audio sensing of arc length

(2014) Na Lv et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Seam Tracking Monitoring Based on Adaptive Kalman Filter Embedded Elman Neural Network During High-Power Fiber Laser Welding

(2012) Xiangdong Gao et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Vision-based observation of keyhole geometry in plasma arc welding

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

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS