Development of a melt pool characteristics detection platform based on multi-information fusion of temperature fields and photodiode signals in plasma arc welding
Author
Abstract
Suggested Citation
DOI: 10.1007/s10845-024-02342-1
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- S. Mohammad H. Hojjatzadeh & Niranjan D. Parab & Wentao Yan & Qilin Guo & Lianghua Xiong & Cang Zhao & Minglei Qu & Luis I. Escano & Xianghui Xiao & Kamel Fezzaa & Wes Everhart & Tao Sun & Lianyi Chen, 2019. "Pore elimination mechanisms during 3D printing of metals," Nature Communications, Nature, vol. 10(1), pages 1-8, December.
- Mojtaba Khanzadeh & Sudipta Chowdhury & Mark A. Tschopp & Haley R. Doude & Mohammad Marufuzzaman & Linkan Bian, 2019. "In-situ monitoring of melt pool images for porosity prediction in directed energy deposition processes," IISE Transactions, Taylor & Francis Journals, vol. 51(5), pages 437-455, May.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Yingjie Zhang & Wentao Yan, 2023. "Applications of machine learning in metal powder-bed fusion in-process monitoring and control: status and challenges," Journal of Intelligent Manufacturing, Springer, vol. 34(6), pages 2557-2580, August.
- T. Herzog & M. Brandt & A. Trinchi & A. Sola & A. Molotnikov, 2024. "Process monitoring and machine learning for defect detection in laser-based metal additive manufacturing," Journal of Intelligent Manufacturing, Springer, vol. 35(4), pages 1407-1437, April.
- Thai Le-Hong & Pai Chen Lin & Jian-Zhong Chen & Thinh Duc Quy Pham & Xuan Tran, 2023. "Data-driven models for predictions of geometric characteristics of bead fabricated by selective laser melting," Journal of Intelligent Manufacturing, Springer, vol. 34(3), pages 1241-1257, March.
- Jingchang Li & Qi Zhou & Xufeng Huang & Menglei Li & Longchao Cao, 2023. "In situ quality inspection with layer-wise visual images based on deep transfer learning during selective laser melting," Journal of Intelligent Manufacturing, Springer, vol. 34(2), pages 853-867, February.
- Lingxiu Dong & Duo Shi & Fuqiang Zhang, 2022. "3D Printing and Product Assortment Strategy," Management Science, INFORMS, vol. 68(8), pages 5724-5744, August.
- Andrew Chung Chee Law & Rongxuan Wang & Jihoon Chung & Ezgi Kucukdeger & Yang Liu & Ted Barron & Blake N. Johnson & Zhenyu Kong, 2024. "Process parameter optimization for reproducible fabrication of layer porosity quality of 3D-printed tissue scaffold," Journal of Intelligent Manufacturing, Springer, vol. 35(4), pages 1825-1844, April.
- Vigneashwara Pandiyan & Di Cui & Roland Axel Richter & Annapaola Parrilli & Marc Leparoux, 2025. "Real-time monitoring and quality assurance for laser-based directed energy deposition: integrating co-axial imaging and self-supervised deep learning framework," Journal of Intelligent Manufacturing, Springer, vol. 36(2), pages 909-933, February.
- Zhangyue Shi & Abdullah Al Mamun & Chen Kan & Wenmeng Tian & Chenang Liu, 2023. "An LSTM-autoencoder based online side channel monitoring approach for cyber-physical attack detection in additive manufacturing," Journal of Intelligent Manufacturing, Springer, vol. 34(4), pages 1815-1831, April.
- Ziyuan Xie & Fan Chen & Lu Wang & Wenjun Ge & Wentao Yan, 2024. "Data-driven prediction of keyhole features in metal additive manufacturing based on physics-based simulation," Journal of Intelligent Manufacturing, Springer, vol. 35(5), pages 2313-2326, June.
More about this item
Keywords
Plasma arc welding; Melt pool; Photodiode signal; Real-time detection; Melt pool temperature field; Oscillation frequency;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:joinma:v:36:y:2025:i:3:d:10.1007_s10845-024-02342-1. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.