Effects of gas flow parameters on droplet spatter features and dynamics during large-scale laser powder bed fusion. (January 2023)
- Record Type:
- Journal Article
- Title:
- Effects of gas flow parameters on droplet spatter features and dynamics during large-scale laser powder bed fusion. (January 2023)
- Main Title:
- Effects of gas flow parameters on droplet spatter features and dynamics during large-scale laser powder bed fusion
- Authors:
- Liu, Zixin
Yang, Yongqiang
Han, Changjun
Zhou, Hanxiang
zhou, Heng
Wang, Meng
Liu, Linqing
Wang, Han
Bai, Yuchao
Wang, Di - Abstract:
- Graphical abstract: Highlights: A novel image processing method and spatters feature extraction algorithm were used to obtain the spatter number, the total spatter area, the spattering angle and the spattering velocity of 8 scenarios. The droplet spatter features and dynamics exhibited a strong correlation with the gas flow velocity. The median of the spattering angle under normal melting is around 40° under the SD-A condition and about 60° under the SD-W condition. With the increase of gas velocity, the spattering angle became smaller, the quantity of micro-spatter increased, and the maximum spattering speed of the spatter became higher — up to 12.8 m/s at 2.5 m/s gas velocity. The droplet spatter behavior influenced by gas flow parameters are concluded to three ways: gas flow induced, vapor driven, and melt pool extrusion, presented in backside, upper, and frontside relative to the melt pool. Abstract: The droplet spatters generated by the laser induction directly affect the processing quality of the laser powder bed fusion (LPBF) process, gas parameters are a key factor in this process. In this work, the formation characteristics and dynamic behavior of process-by-products under different gas flow parameters were presented through high-speed imaging. A novel image processing method and spatters feature extraction algorithm were used to obtain the spatter number, the total spatter area, the spattering angle and the spattering velocity of 8 scenarios. With the comparativeGraphical abstract: Highlights: A novel image processing method and spatters feature extraction algorithm were used to obtain the spatter number, the total spatter area, the spattering angle and the spattering velocity of 8 scenarios. The droplet spatter features and dynamics exhibited a strong correlation with the gas flow velocity. The median of the spattering angle under normal melting is around 40° under the SD-A condition and about 60° under the SD-W condition. With the increase of gas velocity, the spattering angle became smaller, the quantity of micro-spatter increased, and the maximum spattering speed of the spatter became higher — up to 12.8 m/s at 2.5 m/s gas velocity. The droplet spatter behavior influenced by gas flow parameters are concluded to three ways: gas flow induced, vapor driven, and melt pool extrusion, presented in backside, upper, and frontside relative to the melt pool. Abstract: The droplet spatters generated by the laser induction directly affect the processing quality of the laser powder bed fusion (LPBF) process, gas parameters are a key factor in this process. In this work, the formation characteristics and dynamic behavior of process-by-products under different gas flow parameters were presented through high-speed imaging. A novel image processing method and spatters feature extraction algorithm were used to obtain the spatter number, the total spatter area, the spattering angle and the spattering velocity of 8 scenarios. With the comparative analysis, scan direction against the gas flow (SD-A) is proved to produce fewer droplet spatters than scan direction with the gas flow (SD-W), and the quantitative relationship between the gas flow parameters and the droplet spatter behavior is established for the first time. The maximum spattering velocity increases to 12.8 m/s as the gas flow velocity rise to 2.5 m/s. Finally, the mechanisms of the droplet spatter behavior influenced by gas flow parameters are discussed. The work provides a theoretically reference for the design and control of gas flow parameters during the large-scale LPBF. … (more)
- Is Part Of:
- Materials & design. Volume 225(2023)
- Journal:
- Materials & design
- Issue:
- Volume 225(2023)
- Issue Display:
- Volume 225, Issue 2023 (2023)
- Year:
- 2023
- Volume:
- 225
- Issue:
- 2023
- Issue Sort Value:
- 2023-0225-2023-0000
- Page Start:
- Page End:
- Publication Date:
- 2023-01
- Subjects:
- Laser powder bed fusion -- Spatter features -- Spatter dynamics -- Image processing -- Statistical analysis
Materials -- Periodicals
Engineering design -- Periodicals
Matériaux -- Périodiques
Conception technique -- Périodiques
Electronic journals
620.11 - Journal URLs:
- http://catalog.hathitrust.org/api/volumes/oclc/9062775.html ↗
http://www.sciencedirect.com/science/journal/02641275 ↗
http://www.sciencedirect.com/science/journal/02613069 ↗
http://www.elsevier.com/journals ↗ - DOI:
- 10.1016/j.matdes.2022.111534 ↗
- Languages:
- English
- ISSNs:
- 0264-1275
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 5393.974000
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