Weld Pool Weld Width Prediction Based on Artificial Neural Network

Xiao Gang Liu; Le Ting Liu

doi:10.4028/www.scientific.net/AMM.462-463.171

Paper Titles

Sorting 4DCT Images Using Locally Linear Embedding
p.150

Film Defects of Lithium Battery Recognition Based on Brightness and One-against-All Support Vector Machine
p.155

Anti-Jamming Performance Simulation of PN-LFM Combined Ranging System
p.159

A Switch On/Off Relaying Scheme in TDMB Cooperative System
p.167

Weld Pool Weld Width Prediction Based on Artificial Neural Network
p.171

Research on Cerebellar Contributions to Speech Acquisition and Production Based on DIVA Model
p.175

Parameter Selection of SVR Based on Improved K-Fold Cross Validation
p.182

Change-Points Detections for Interrupted Time Series Analysis: A Literature Review
p.187

A Novel LLR-BP Algorithm for LDPC Codes Based on Taylor Series and Least Squares
p.193

HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 462-463Weld Pool Weld Width Prediction Based on...

Weld Pool Weld Width Prediction Based on Artificial Neural Network

Abstract:

In the COgas shielded arc welding, the weld pool forms is closely related to the quality of welding,but weld pool shape is affected by the welding process parameters. By using BP neural network to predict weld puddle weld width, the results show that the experimental data are very close, thus indicating that prediction of weld width through this network method is very effective.

You might also be interested in these eBooks

View Preview

Info:

Periodical:

Applied Mechanics and Materials (Volumes 462-463)

Pages:

171-174

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.462-463.171

Citation:

Cite this paper

Online since:

November 2013

Authors:

Xiao Gang Liu*, Le Ting Liu

Keywords:

Artificial Neural Network (ANN), MATLAB, Weld Pool, Weld Width

Export:

RIS, BibTeX

Price:

Permissions CCC:

Request Permissions

Permissions PLS:

Request Permissions

Сopyright:

Citation:

* - Corresponding Author

References

[1] Shi Yan Neural network design method and example analysis Beijing University of Posts and Telecommunications Press (2009).

Google Scholar

[2] So Siu Hang Welding molten pool shape prediction based on artificial neural network Journal of Jiangsu Polytechnic University (2007).

Google Scholar

[3] Xiong Jian Carbon dioxide arc welding pool image processing research Nanchang Aeronautical University (2007).

Google Scholar

[4] Zuo ShiWei The influence factors of welding molten pool shape Shanghai University of Engineering Science (2010).

Google Scholar

[5] Zhang Defeng MATLAB neural network application design Mechanical Industry Press (2009).

Google Scholar

[6] Ruan Qiuqi Digital Image Processing [M]. Second edition Beijing Electronic Industry Press, (2007).

Google Scholar

[7] Zhang Zheng digital image processing and machine vision People Post Press 2010. 4.

Google Scholar