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

Classification of vocal and non-vocal segments in audio clips using genetic algorithm based feature selection (GAFS)

(2018) Y.V. Srinivasa Murthy et al.   EXPERT SYSTEMS WITH APPLICATIONS

A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines

(2018) David Charte et al.   Information Fusion

On building ensembles of stacked denoising auto-encoding classifiers and their further improvement

(2018) Ricardo F. Alvear-Sandoval et al.   Information Fusion

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

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

Status analysis of keyhole bottom in laser-MAG hybrid welding process

(2018) Lin Wang et al.   OPTICS EXPRESS

Artificial intelligence for automatic prediction of required surface roughness by monitoring wear on face mill teeth

(2017) D. Yu. Pimenov et al.   JOURNAL OF INTELLIGENT MANUFACTURING

An enhancement deep feature fusion method for rotating machinery fault diagnosis

(2017) Haidong Shao et al.   KNOWLEDGE-BASED SYSTEMS

Human activity recognition with smartphone sensors using deep learning neural networks

(2016) Charissa Ann Ronao et al.   EXPERT SYSTEMS WITH APPLICATIONS

A sensor fusion and support vector machine based approach for recognition of complex machining conditions

(2016) Changqing Liu et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Applying the support vector machine with optimal parameter design into an automatic inspection system for classifying micro-defects on surfaces of light-emitting diode chips

(2016) Chung-Feng Jeffrey Kuo et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data

(2016) Feng Jia et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

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

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

Dynamics of vapor plume in transient keyhole during laser welding of stainless steel: Local evaporation, plume swing and gas entrapment into porosity

(2016) Shengyong Pang et al.   OPTICS AND LASERS IN ENGINEERING

Weld appearance prediction with BP neural network improved by genetic algorithm during disk laser welding

(2015) Yanxi Zhang et al.   JOURNAL OF MANUFACTURING SYSTEMS

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

Analysis of characteristics of molten pool using cast shadow during high-power disk laser welding

(2013) Yanxi Zhang et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Knowledge-based systems using neural networks for electron beam welding process of reactive material (Zircaloy-4)

(2013) M. N. Jha et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Investigation of keyhole plume and molten pool based on a three-dimensional dynamic model with sharp interface formulation

(2013) Wenda Tan et al.   JOURNAL OF PHYSICS D-APPLIED PHYSICS

Monitoring of high-power fiber laser welding based on principal component analysis of a molten pool configuration

(2013) Gao Xiangdong et al.   LASER PHYSICS

Failure diagnosis using deep belief learning based health state classification

(2013) Prasanna Tamilselvan et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

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

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

Infrared image recognition for seam tracking monitoring during fiber laser welding

(2011) Xiangdong Gao et al.   MECHATRONICS

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

Discriminative deep belief networks for visual data classification

(2010) Yan Liu et al.   PATTERN RECOGNITION

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

A Real-Time Spectroscopic Sensor for Monitoring Laser Welding Processes

(2009) Teresa Sibillano et al.   SENSORS

Overfitting cautious selection of classifier ensembles with genetic algorithms

(2008) Eulanda M. Dos Santos et al.   Information Fusion

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