Numerical simulation and designing artificial neural network for estimating melt pool geometry and temperature distribution in laser welding of Ti6Al4V alloy

Temperature Distribution ◽

Laser Welding ◽

Ti6al4v Alloy ◽

Melt Pool ◽

Effect of laser parameters on melting ratio and temperature distribution in dissimilar laser welding of brass and SS 308 using the artificial neural network model

Journal of Laser Applications ◽

10.2351/7.0000415 ◽

2021 ◽

Vol 33 (3) ◽

pp. 032003

Author(s):

Xinmin Dong ◽

Wangshen Hao ◽

Jigao Liu ◽

Guofang Wang ◽

Haitao Ren

Keyword(s):

Neural Network ◽

Temperature Distribution ◽

Laser Welding ◽

Network Model ◽

Neural Network Model ◽

Artificial Neural Network Model ◽

Laser Parameters ◽

Artificial Neural ◽

Dissimilar Laser Welding

Numerical simulation and optimization in pulsed Nd: YAG laser welding of Hastelloy C-276 through Taguchi method and artificial neural network

Optik ◽

10.1016/j.ijleo.2017.08.082 ◽

2017 ◽

Vol 146 ◽

pp. 80-89 ◽

Cited By ~ 14

Author(s):

Ashutosh Bagchi ◽

S. Saravanan ◽

G. Shanthos Kumar ◽

G. Murugan ◽

K. Raghukandan

Keyword(s):

Neural Network ◽

Numerical Simulation ◽

Taguchi Method ◽

Laser Welding ◽

Yag Laser ◽

Simulation And Optimization ◽

Numerical Simulation and Artificial Neural Network Modeling for Predicting Welding-Induced Distortion in Butt-Welded 304L Stainless Steel Plates

Metallurgical and Materials Transactions B ◽

10.1007/s11663-015-0468-x ◽

2015 ◽

Vol 47 (1) ◽

pp. 702-713 ◽

Cited By ~ 2

Author(s):

V. V. Narayanareddy ◽

N. Chandrasekhar ◽

M. Vasudevan ◽

S. Muthukumaran ◽

P. Vasantharaja

Keyword(s):

Neural Network ◽

Numerical Simulation ◽

Stainless Steel ◽

Network Modeling ◽

Steel Plates ◽

Neural Network Modeling ◽

304L Stainless Steel ◽

Artificial Neural Network Modeling ◽

An improved artificial neural network for laser welding parameter selection and prediction

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-013-4796-1 ◽

2013 ◽

Vol 68 (1-4) ◽

pp. 755-762 ◽

Cited By ~ 4

Author(s):

Zhong Yuguang ◽

Xue Kai ◽

Shi Dongyan

Keyword(s):

Neural Network ◽

Laser Welding ◽

Parameter Selection ◽

Welding Parameter ◽

Application of artificial neural network in laser welding defect diagnosis

Journal of Materials Processing Technology ◽

10.1016/j.jmatprotec.2005.06.008 ◽

2005 ◽

Vol 170 (1-2) ◽

pp. 403-411 ◽

Cited By ~ 46

Author(s):

Hong Luo ◽

Hao Zeng ◽

Lunji Hu ◽

Xiyuan Hu ◽

Zhude Zhou

Keyword(s):

Neural Network ◽

Laser Welding ◽

Artificial Neural ◽

Defect Diagnosis ◽

Welding Defect

Artificial Neural Network-Based Constitutive Relationship of Inconel 718 Superalloy Construction and Its Application in Accuracy Improvement of Numerical Simulation

Applied Sciences ◽

10.3390/app7020124 ◽

2017 ◽

Vol 7 (2) ◽

pp. 124 ◽

Cited By ~ 7

Author(s):

Junya Lv ◽

Huiyu Ren ◽

Kai Gao

Keyword(s):

Neural Network ◽

Numerical Simulation ◽

Inconel 718 ◽

Constitutive Relationship ◽

Accuracy Improvement ◽

Inconel 718 Superalloy ◽

Artificial Neural ◽

Relationship Of

Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture ◽

A model for evaluation of laser welding efficiency and quality using an artificial neural network and fuzzy logic

10.1243/0954405041167112 ◽

2004 ◽

Vol 218 (6) ◽

pp. 641-646 ◽

Cited By ~ 17

Author(s):

G Casalino ◽

F Memola Capece Minutolo

Keyword(s):

Neural Network ◽

Fuzzy Logic ◽

Laser Welding ◽

Analysis of influencing factors of the production performance of an enhanced geothermal system (EGS) with numerical simulation and artificial neural network (ANN)

Energy and Buildings ◽

10.1016/j.enbuild.2019.07.045 ◽

2019 ◽

Vol 200 ◽

pp. 31-46 ◽

Cited By ~ 2

Author(s):

Ling Zhou ◽

Yanjun Zhang ◽

Zhongjun Hu ◽

Ziwang Yu ◽

Yinfei Luo ◽

...

Keyword(s):

Neural Network ◽

Numerical Simulation ◽

Influencing Factors ◽

Production Performance ◽

Geothermal System ◽

Enhanced Geothermal System ◽

Artificial Neural ◽

Artificial Neural Network Ann

Effect of sheet thickness on the fusion zone temperature distribution, melt pool dimensions, mechanical properties, and microstructure in laser welding of Ti6Al4V alloy

Journal of Laser Applications ◽

10.2351/7.0000430 ◽

2021 ◽

Vol 33 (3) ◽

pp. 032005

Author(s):

Adnan I. Khdair ◽

Montasir Hader ◽

Khaleel Abushgair ◽

Samir Khrais

Keyword(s):

Mechanical Properties ◽

Temperature Distribution ◽

Laser Welding ◽

Fusion Zone ◽

Sheet Thickness ◽

Ti6al4v Alloy ◽

Melt Pool ◽

Zone Temperature

Numerical simulation of shower cooling tower based on artificial neural network

Energy Conversion and Management ◽

10.1016/j.enconman.2007.07.032 ◽

2008 ◽

Vol 49 (4) ◽

pp. 724-732 ◽

Cited By ~ 27

Author(s):

Xiaoni Qi ◽

Zhenyan Liu ◽

Dandan Li

Keyword(s):

Neural Network ◽

Numerical Simulation ◽

Cooling Tower ◽