Investigation on coaxial visual characteristics of molten pool in laser-based directed energy deposition of AISI 316L steel
•Molten pool can be divided into three regions to describe LDED process.•Coaxial visual characteristics can reflect metallurgical behaviors of molten pool.•There is a definite relationship between visual and temperature characteristics.•Visual characteristics can be used to monitor process state and...
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Published in | Journal of materials processing technology Vol. 290; p. 116996 |
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Main Authors | , , , , , , , |
Format | Journal Article |
Language | English |
Published |
Amsterdam
Elsevier B.V
01.04.2021
Elsevier BV |
Subjects | |
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Abstract | •Molten pool can be divided into three regions to describe LDED process.•Coaxial visual characteristics can reflect metallurgical behaviors of molten pool.•There is a definite relationship between visual and temperature characteristics.•Visual characteristics can be used to monitor process state and product qualities.
Laser-based directed energy deposition (LDED), an additive manufacturing technique, has received increasing attention from the industry and academia. Unstable reliability and poor repeatability in the production of metal parts are two challenges currently faced by LDED. In-situ monitoring and adaptive control technology based on visual characteristics serves as effective methods to ensure part quality and process stability. Although molten pools directly influence metallurgical behaviors in LDED, their visual characteristics still require further investigation. In this work, a coaxial visual image of a molten pool was captured during the LDED of 316 L material and divided into three regions. Then, the evolutionary behaviors of different regions during single-layer single-track processing, multi-layer one-track stacking, and one-layer multi-track overlapping were analyzed. Additionally, the metallurgical behaviors of the molten pool, including the formation mechanisms of slag characteristics, were explicated. Results showed that molten pool characteristics could be presented and described with visual images reasonably. These characteristics could indicate the state of melting, heat conduction and convection, and overlapping position. Meanwhile, coaxial visual characteristics were closely related to product qualities. This work could enhance the understanding of LDED process mechanisms and improve real-time monitoring capability. The proposed approach for the determination of molten pool characteristics is expected to be applicable to other materials. |
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AbstractList | Laser-based directed energy deposition (LDED), an additive manufacturing technique, has received increasing attention from the industry and academia. Unstable reliability and poor repeatability in the production of metal parts are two challenges currently faced by LDED. In-situ monitoring and adaptive control technology based on visual characteristics serves as effective methods to ensure part quality and process stability. Although molten pools directly influence metallurgical behaviors in LDED, their visual characteristics still require further investigation. In this work, a coaxial visual image of a molten pool was captured during the LDED of 316 L material and divided into three regions. Then, the evolutionary behaviors of different regions during single-layer single-track processing, multi-layer one-track stacking, and one-layer multi-track overlapping were analyzed. Additionally, the metallurgical behaviors of the molten pool, including the formation mechanisms of slag characteristics, were explicated. Results showed that molten pool characteristics could be presented and described with visual images reasonably. These characteristics could indicate the state of melting, heat conduction and convection, and overlapping position. Meanwhile, coaxial visual characteristics were closely related to product qualities. This work could enhance the understanding of LDED process mechanisms and improve real-time monitoring capability. The proposed approach for the determination of molten pool characteristics is expected to be applicable to other materials. •Molten pool can be divided into three regions to describe LDED process.•Coaxial visual characteristics can reflect metallurgical behaviors of molten pool.•There is a definite relationship between visual and temperature characteristics.•Visual characteristics can be used to monitor process state and product qualities. Laser-based directed energy deposition (LDED), an additive manufacturing technique, has received increasing attention from the industry and academia. Unstable reliability and poor repeatability in the production of metal parts are two challenges currently faced by LDED. In-situ monitoring and adaptive control technology based on visual characteristics serves as effective methods to ensure part quality and process stability. Although molten pools directly influence metallurgical behaviors in LDED, their visual characteristics still require further investigation. In this work, a coaxial visual image of a molten pool was captured during the LDED of 316 L material and divided into three regions. Then, the evolutionary behaviors of different regions during single-layer single-track processing, multi-layer one-track stacking, and one-layer multi-track overlapping were analyzed. Additionally, the metallurgical behaviors of the molten pool, including the formation mechanisms of slag characteristics, were explicated. Results showed that molten pool characteristics could be presented and described with visual images reasonably. These characteristics could indicate the state of melting, heat conduction and convection, and overlapping position. Meanwhile, coaxial visual characteristics were closely related to product qualities. This work could enhance the understanding of LDED process mechanisms and improve real-time monitoring capability. The proposed approach for the determination of molten pool characteristics is expected to be applicable to other materials. |
ArticleNumber | 116996 |
Author | Tang, Zi-jue Liu, Wei-wei Zhang, Hong-Chao Yan, Zhao-rui Lin, Dong Liu, Zhi-chao Zhang, Zhao Zhu, Li-na |
Author_xml | – sequence: 1 givenname: Zi-jue surname: Tang fullname: Tang, Zi-jue organization: School of Mechanical Engineering, Dalian University of Technology, Dalian, Liaoning, 116024, China – sequence: 2 givenname: Wei-wei surname: Liu fullname: Liu, Wei-wei email: ghostliuww@163.com organization: School of Mechanical Engineering, Dalian University of Technology, Dalian, Liaoning, 116024, China – sequence: 3 givenname: Li-na surname: Zhu fullname: Zhu, Li-na organization: Shenyang SIASUN Robot & Automation Co., Ltd., Shenyang, Liaoning, 110168, China – sequence: 4 givenname: Zhi-chao surname: Liu fullname: Liu, Zhi-chao organization: Industrial and Management Systems Engineering, West Virginia University, Morgantown, WV, 26506, USA – sequence: 5 givenname: Zhao-rui surname: Yan fullname: Yan, Zhao-rui organization: School of Mechanical Engineering, Dalian University of Technology, Dalian, Liaoning, 116024, China – sequence: 6 givenname: Dong surname: Lin fullname: Lin, Dong organization: Department of Industrial and Manufacturing Systems Engineering, Kansas State University, Manhattan, KS, 66506, USA – sequence: 7 givenname: Zhao surname: Zhang fullname: Zhang, Zhao organization: Department of Engineering Mechanics, Dalian University of Technology, Dalian 116024, China – sequence: 8 givenname: Hong-Chao surname: Zhang fullname: Zhang, Hong-Chao organization: Department of Industrial Engineering, Texas Tech University, Lubbock, TX, 79409, USA |
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Cites_doi | 10.1016/j.ijleo.2018.12.071 10.1016/j.optlastec.2018.07.073 10.1016/j.procir.2016.11.217 10.1016/j.jmapro.2019.06.011 10.1016/j.jmatprotec.2017.10.030 10.1016/j.jmatprotec.2011.04.002 10.3901/JME.2019.15.039 10.1016/j.optlaseng.2020.106034 10.1016/j.jmatprotec.2013.10.019 10.1016/j.ijmachtools.2006.02.004 10.1016/j.rcim.2018.08.002 10.1016/j.rcim.2019.05.006 10.1016/j.optlaseng.2017.10.020 10.1016/j.jmatprotec.2013.10.004 10.1016/j.optlastec.2006.09.008 10.1007/s00170-018-03245-1 10.1007/s00170-015-7112-4 10.1007/s00170-020-05569-3 10.1038/s41467-018-07900-9 10.1016/j.jmatprotec.2012.11.015 10.1088/0022-3727/43/44/445501 10.1108/13552540610670744 10.1016/j.jmapro.2017.04.024 |
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Keywords | Visual characteristics Molten pool Additive manufacturing Laser cladding Directed energy deposition |
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References | Huang, Ansari, Asgari, Farshidianfar, Sarker, Khamesee, Toyserkani (bib0045) 2019 Zekovic, Dwivedi, Kovacevic (bib0140) 2007; 47 Li, Xiong, Yin (bib0065) 2019; 56 Zhang, Yu, Gao, Chen, Zeng (bib0145) 2019 Aucott, Dong, Mirihanage, Atwood, Kidess, Gao, Wen, Marsden, Feng, Tong, Connolley, Drakopoulos, Kleijn, Richardson, Browne, Mathiesen, Atkinson (bib0015) 2018; 9 Fabbro (bib0030) 2010; 43 Bunaziv, Frostevarg, Akselsen, Kaplan (bib0025) 2018; 102 Tang, Liu, Wang, Saleheen, Liu, Peng, Zhang, Zhang (bib0100) 2020; 108 Tang, Liu, Zhang, Wang, Zhang (bib0105) 2020; 128 Tang, Liu, Yan, Wang, Zhang (bib0095) 2019; 55 Motta, Demir, Previtali (bib0085) 2018; 22 Onwubolu, Davim, Oliveira, Cardoso (bib0090) 2007; 39 Aiyiti, Zhao, Bingheng, Tang (bib0005) 2017; 12 Wirth, Arpagaus, Wegener (bib0110) 2018; 21 Akbari, Kovacevic (bib0010) 2018; 23 Li, Chen, Zhang, Zhou, Zhang (bib0060) 2014; 214 Gharbi, Peyre, Gorny, Carin, Morville, Le Masson, Carron, Fabbro (bib0035) 2013; 213 Xiong, Pi, Chen (bib0125) 2019; 59 Liu, Li, Ning, Cong, Kim, Jiang, Zhang (bib0075) 2019; 102 Gharbi, Peyre, Gorny, Carin, Morville, Le Masson, Carron, Fabbro (bib0040) 2014; 214 Wirtha, Wegenerb (bib0115) 2018; 22 Kawahito, Matsumoto, Abe, Katayama (bib0050) 2011; 211 Zhao, Guo, Bai, Wang, Han (bib0150) 2019; 181 Xiong, Zhang, Zhang (bib0120) 2015; 80 Bennett, Wolff, Hyatt, Ehmann, Cao (bib0020) 2017; 28 Khanzadeh, Tian, Yadollahi, Doude, Tschopp, Bian (bib0055) 2018; 23 Liu, Tang, Liu, Wang, Zhang (bib0070) 2017; 61 Yan, Liu, Tang, Liu, Zhang, Wang, Zhang (bib0135) 2019; 44 Xu, Ding, Ganguly, Diao, Williams (bib0130) 2018; 252 Meng, Yin, Fang, Guo, Ma, Li (bib0080) 2019; 109 Zekovic (10.1016/j.jmatprotec.2020.116996_bib0140) 2007; 47 Bennett (10.1016/j.jmatprotec.2020.116996_bib0020) 2017; 28 Kawahito (10.1016/j.jmatprotec.2020.116996_bib0050) 2011; 211 Onwubolu (10.1016/j.jmatprotec.2020.116996_bib0090) 2007; 39 Aucott (10.1016/j.jmatprotec.2020.116996_bib0015) 2018; 9 Motta (10.1016/j.jmatprotec.2020.116996_bib0085) 2018; 22 Fabbro (10.1016/j.jmatprotec.2020.116996_bib0030) 2010; 43 Li (10.1016/j.jmatprotec.2020.116996_bib0065) 2019; 56 Zhang (10.1016/j.jmatprotec.2020.116996_bib0145) 2019 Huang (10.1016/j.jmatprotec.2020.116996_bib0045) 2019 Yan (10.1016/j.jmatprotec.2020.116996_bib0135) 2019; 44 Tang (10.1016/j.jmatprotec.2020.116996_bib0095) 2019; 55 Gharbi (10.1016/j.jmatprotec.2020.116996_bib0035) 2013; 213 Liu (10.1016/j.jmatprotec.2020.116996_bib0070) 2017; 61 Zhao (10.1016/j.jmatprotec.2020.116996_bib0150) 2019; 181 Akbari (10.1016/j.jmatprotec.2020.116996_bib0010) 2018; 23 Wirth (10.1016/j.jmatprotec.2020.116996_bib0110) 2018; 21 Xiong (10.1016/j.jmatprotec.2020.116996_bib0125) 2019; 59 Gharbi (10.1016/j.jmatprotec.2020.116996_bib0040) 2014; 214 Khanzadeh (10.1016/j.jmatprotec.2020.116996_bib0055) 2018; 23 Liu (10.1016/j.jmatprotec.2020.116996_bib0075) 2019; 102 Xiong (10.1016/j.jmatprotec.2020.116996_bib0120) 2015; 80 Bunaziv (10.1016/j.jmatprotec.2020.116996_bib0025) 2018; 102 Tang (10.1016/j.jmatprotec.2020.116996_bib0105) 2020; 128 Meng (10.1016/j.jmatprotec.2020.116996_bib0080) 2019; 109 Tang (10.1016/j.jmatprotec.2020.116996_bib0100) 2020; 108 Aiyiti (10.1016/j.jmatprotec.2020.116996_bib0005) 2017; 12 Xu (10.1016/j.jmatprotec.2020.116996_bib0130) 2018; 252 Li (10.1016/j.jmatprotec.2020.116996_bib0060) 2014; 214 Wirtha (10.1016/j.jmatprotec.2020.116996_bib0115) 2018; 22 |
References_xml | – volume: 44 start-page: 309 year: 2019 end-page: 318 ident: bib0135 article-title: Effect of thermal characteristics on distortion in laser cladding of AISI 316L publication-title: J. Manuf. Process. – year: 2019 ident: bib0145 article-title: Suppressing porosity of a laser keyhole welded Al-6Mg alloy via beam oscillation publication-title: J. Mater. Process. Technol. – volume: 22 start-page: 307 year: 2018 end-page: 319 ident: bib0115 article-title: A physical modeling and predictive simulation of the laser cladding process publication-title: Addit. Manuf. – volume: 181 start-page: 351 year: 2019 end-page: 360 ident: bib0150 article-title: Quality monitoring in wire-arc additive manufacturing based on cooperative awareness of spectrum and vision publication-title: Optik – volume: 47 start-page: 112 year: 2007 end-page: 123 ident: bib0140 article-title: Numerical simulation and experimental investigation of gas–powder flow from radially symmetrical nozzles in laser-based direct metal deposition publication-title: Int. J. Mach. Tools Manuf. – volume: 23 start-page: 487 year: 2018 end-page: 497 ident: bib0010 article-title: An investigation on mechanical and microstructural properties of 316LSi parts fabricated by a robotized laser/wire direct metal deposition system publication-title: Addit. Manuf. – volume: 59 start-page: 326 year: 2019 end-page: 334 ident: bib0125 article-title: Deposition height detection and feature point extraction in robotic GTA-based additive manufacturing using passive vision sensing publication-title: Robot. Comput. Manuf. – volume: 102 start-page: 34 year: 2018 end-page: 44 ident: bib0025 article-title: Process stability during fiber laser-arc hybrid welding of thick steel plates publication-title: Opt. Lasers Eng. – volume: 43 year: 2010 ident: bib0030 article-title: Melt pool and keyhole behaviour analysis for deep penetration laser welding publication-title: J. Phys. D Appl. Phys. – volume: 23 start-page: 443 year: 2018 end-page: 456 ident: bib0055 article-title: Dual process monitoring of metal-based additive manufacturing using tensor decomposition of thermal image streams publication-title: Addit. Manuf. – volume: 214 start-page: 485 year: 2014 end-page: 495 ident: bib0040 article-title: Influence of a pulsed laser regime on surface finish induced by the direct metal deposition process on a Ti64 alloy publication-title: J. Mater. Process. Technol. – volume: 12 start-page: 165 year: 2017 end-page: 172 ident: bib0005 article-title: Investigation of the overlapping parameters of MPAW-based rapid prototyping publication-title: Rapid Prototyp. J. – volume: 80 start-page: 1767 year: 2015 end-page: 1776 ident: bib0120 article-title: Forming appearance analysis in multi-layer single-pass GMAW-based additive manufacturing publication-title: Int. J. Adv. Manuf. Technol. – volume: 22 start-page: 497 year: 2018 end-page: 507 ident: bib0085 article-title: High-speed imaging and process characterization of coaxial laser metal wire deposition publication-title: Addit. Manuf. – volume: 21 start-page: 369 year: 2018 end-page: 382 ident: bib0110 article-title: Analysis of melt pool dynamics in laser cladding and direct metal deposition by automated high-speed camera image evaluation publication-title: Addit. Manuf. – volume: 55 start-page: 39 year: 2019 end-page: 47 ident: bib0095 article-title: Study on evolution behavior of geometrical accuracy based on dynamic characteristics of molten pool in laser-based direct energy deposition publication-title: J. Mech. Eng. – volume: 28 start-page: 550 year: 2017 end-page: 557 ident: bib0020 article-title: Thermal effect on clad dimension for laser deposited Inconel 718 publication-title: J. Manuf. Process. – start-page: 274 year: 2019 ident: bib0045 article-title: Rapid prediction of real-time thermal characteristics, solidification parameters and microstructure in laser directed energy deposition (powder-fed additive manufacturing) publication-title: J. Mater. Process. Technol. – volume: 109 start-page: 168 year: 2019 end-page: 177 ident: bib0080 article-title: Dynamic features of plasma plume and molten pool in laser lap welding based on image monitoring and processing techniques publication-title: Opt. Laser Technol. – volume: 102 start-page: 969 year: 2019 end-page: 976 ident: bib0075 article-title: Effects of deposition variables on molten pool temperature during laser engineered net shaping of Inconel 718 superalloy publication-title: Int. J. Adv. Manuf. Technol. – volume: 214 start-page: 565 year: 2014 end-page: 570 ident: bib0060 article-title: Dynamic keyhole profile during high-power deep-penetration laser welding publication-title: J. Mater. Process. Technol. – volume: 9 start-page: 5414 year: 2018 ident: bib0015 article-title: Revealing internal flow behaviour in arc welding and additive manufacturing of metals publication-title: Nat. Commun. – volume: 128 year: 2020 ident: bib0105 article-title: Real–time prediction of penetration depths of laser surface melting based on coaxial visual monitoring publication-title: Opt. Lasers Eng. – volume: 108 start-page: 3437 year: 2020 end-page: 3463 ident: bib0100 article-title: A review on in situ monitoring technology for directed energy deposition of metals publication-title: Int. J. Adv. Manuf. Technol. – volume: 39 start-page: 1130 year: 2007 end-page: 1134 ident: bib0090 article-title: Prediction of clad angle in laser cladding by powder using response surface methodology and scatter search publication-title: Opt. Laser Technol. – volume: 56 start-page: 1 year: 2019 end-page: 11 ident: bib0065 article-title: Molten pool stability of thin-wall parts in robotic GMA-based additive manufacturing with various position depositions publication-title: Robot. Comput. Manuf. – volume: 213 start-page: 791 year: 2013 end-page: 800 ident: bib0035 article-title: Influence of various process conditions on surface finishes induced by the direct metal deposition laser technique on a Ti–6Al–4V alloy publication-title: J. Mater. Process. Technol. – volume: 211 start-page: 1563 year: 2011 end-page: 1568 ident: bib0050 article-title: Relationship of laser absorption to keyhole behavior in high power fiber laser welding of stainless steel and aluminum alloy publication-title: J. Mater. Process. Technol. – volume: 252 start-page: 739 year: 2018 end-page: 750 ident: bib0130 article-title: Oxide accumulation effects on wire + arc layer-by-layer additive manufacture process publication-title: J. Mater. Process. Technol. – volume: 61 start-page: 235 year: 2017 end-page: 240 ident: bib0070 article-title: A review on in-situ monitoring and adaptive control technology for laser cladding remanufacturing publication-title: Procedia Cirp – volume: 181 start-page: 351 year: 2019 ident: 10.1016/j.jmatprotec.2020.116996_bib0150 article-title: Quality monitoring in wire-arc additive manufacturing based on cooperative awareness of spectrum and vision publication-title: Optik doi: 10.1016/j.ijleo.2018.12.071 – volume: 109 start-page: 168 year: 2019 ident: 10.1016/j.jmatprotec.2020.116996_bib0080 article-title: Dynamic features of plasma plume and molten pool in laser lap welding based on image monitoring and processing techniques publication-title: Opt. Laser Technol. doi: 10.1016/j.optlastec.2018.07.073 – volume: 61 start-page: 235 year: 2017 ident: 10.1016/j.jmatprotec.2020.116996_bib0070 article-title: A review on in-situ monitoring and adaptive control technology for laser cladding remanufacturing publication-title: Procedia Cirp doi: 10.1016/j.procir.2016.11.217 – volume: 44 start-page: 309 year: 2019 ident: 10.1016/j.jmatprotec.2020.116996_bib0135 article-title: Effect of thermal characteristics on distortion in laser cladding of AISI 316L publication-title: J. Manuf. Process. doi: 10.1016/j.jmapro.2019.06.011 – volume: 252 start-page: 739 year: 2018 ident: 10.1016/j.jmatprotec.2020.116996_bib0130 article-title: Oxide accumulation effects on wire + arc layer-by-layer additive manufacture process publication-title: J. Mater. Process. Technol. doi: 10.1016/j.jmatprotec.2017.10.030 – volume: 211 start-page: 1563 year: 2011 ident: 10.1016/j.jmatprotec.2020.116996_bib0050 article-title: Relationship of laser absorption to keyhole behavior in high power fiber laser welding of stainless steel and aluminum alloy publication-title: J. Mater. Process. Technol. doi: 10.1016/j.jmatprotec.2011.04.002 – volume: 22 start-page: 307 year: 2018 ident: 10.1016/j.jmatprotec.2020.116996_bib0115 article-title: A physical modeling and predictive simulation of the laser cladding process publication-title: Addit. Manuf. – volume: 55 start-page: 39 year: 2019 ident: 10.1016/j.jmatprotec.2020.116996_bib0095 article-title: Study on evolution behavior of geometrical accuracy based on dynamic characteristics of molten pool in laser-based direct energy deposition publication-title: J. Mech. Eng. doi: 10.3901/JME.2019.15.039 – year: 2019 ident: 10.1016/j.jmatprotec.2020.116996_bib0145 article-title: Suppressing porosity of a laser keyhole welded Al-6Mg alloy via beam oscillation publication-title: J. Mater. Process. Technol. – start-page: 274 year: 2019 ident: 10.1016/j.jmatprotec.2020.116996_bib0045 article-title: Rapid prediction of real-time thermal characteristics, solidification parameters and microstructure in laser directed energy deposition (powder-fed additive manufacturing) publication-title: J. Mater. Process. Technol. – volume: 23 start-page: 443 year: 2018 ident: 10.1016/j.jmatprotec.2020.116996_bib0055 article-title: Dual process monitoring of metal-based additive manufacturing using tensor decomposition of thermal image streams publication-title: Addit. Manuf. – volume: 128 year: 2020 ident: 10.1016/j.jmatprotec.2020.116996_bib0105 article-title: Real–time prediction of penetration depths of laser surface melting based on coaxial visual monitoring publication-title: Opt. Lasers Eng. doi: 10.1016/j.optlaseng.2020.106034 – volume: 214 start-page: 565 year: 2014 ident: 10.1016/j.jmatprotec.2020.116996_bib0060 article-title: Dynamic keyhole profile during high-power deep-penetration laser welding publication-title: J. Mater. Process. Technol. doi: 10.1016/j.jmatprotec.2013.10.019 – volume: 21 start-page: 369 year: 2018 ident: 10.1016/j.jmatprotec.2020.116996_bib0110 article-title: Analysis of melt pool dynamics in laser cladding and direct metal deposition by automated high-speed camera image evaluation publication-title: Addit. Manuf. – volume: 47 start-page: 112 year: 2007 ident: 10.1016/j.jmatprotec.2020.116996_bib0140 article-title: Numerical simulation and experimental investigation of gas–powder flow from radially symmetrical nozzles in laser-based direct metal deposition publication-title: Int. J. Mach. Tools Manuf. doi: 10.1016/j.ijmachtools.2006.02.004 – volume: 56 start-page: 1 year: 2019 ident: 10.1016/j.jmatprotec.2020.116996_bib0065 article-title: Molten pool stability of thin-wall parts in robotic GMA-based additive manufacturing with various position depositions publication-title: Robot. Comput. Manuf. doi: 10.1016/j.rcim.2018.08.002 – volume: 59 start-page: 326 year: 2019 ident: 10.1016/j.jmatprotec.2020.116996_bib0125 article-title: Deposition height detection and feature point extraction in robotic GTA-based additive manufacturing using passive vision sensing publication-title: Robot. Comput. Manuf. doi: 10.1016/j.rcim.2019.05.006 – volume: 102 start-page: 34 year: 2018 ident: 10.1016/j.jmatprotec.2020.116996_bib0025 article-title: Process stability during fiber laser-arc hybrid welding of thick steel plates publication-title: Opt. Lasers Eng. doi: 10.1016/j.optlaseng.2017.10.020 – volume: 214 start-page: 485 year: 2014 ident: 10.1016/j.jmatprotec.2020.116996_bib0040 article-title: Influence of a pulsed laser regime on surface finish induced by the direct metal deposition process on a Ti64 alloy publication-title: J. Mater. Process. Technol. doi: 10.1016/j.jmatprotec.2013.10.004 – volume: 39 start-page: 1130 year: 2007 ident: 10.1016/j.jmatprotec.2020.116996_bib0090 article-title: Prediction of clad angle in laser cladding by powder using response surface methodology and scatter search publication-title: Opt. Laser Technol. doi: 10.1016/j.optlastec.2006.09.008 – volume: 102 start-page: 969 year: 2019 ident: 10.1016/j.jmatprotec.2020.116996_bib0075 article-title: Effects of deposition variables on molten pool temperature during laser engineered net shaping of Inconel 718 superalloy publication-title: Int. J. Adv. Manuf. Technol. doi: 10.1007/s00170-018-03245-1 – volume: 80 start-page: 1767 year: 2015 ident: 10.1016/j.jmatprotec.2020.116996_bib0120 article-title: Forming appearance analysis in multi-layer single-pass GMAW-based additive manufacturing publication-title: Int. J. Adv. Manuf. Technol. doi: 10.1007/s00170-015-7112-4 – volume: 108 start-page: 3437 year: 2020 ident: 10.1016/j.jmatprotec.2020.116996_bib0100 article-title: A review on in situ monitoring technology for directed energy deposition of metals publication-title: Int. J. Adv. Manuf. Technol. doi: 10.1007/s00170-020-05569-3 – volume: 9 start-page: 5414 year: 2018 ident: 10.1016/j.jmatprotec.2020.116996_bib0015 article-title: Revealing internal flow behaviour in arc welding and additive manufacturing of metals publication-title: Nat. Commun. doi: 10.1038/s41467-018-07900-9 – volume: 213 start-page: 791 year: 2013 ident: 10.1016/j.jmatprotec.2020.116996_bib0035 article-title: Influence of various process conditions on surface finishes induced by the direct metal deposition laser technique on a Ti–6Al–4V alloy publication-title: J. Mater. Process. Technol. doi: 10.1016/j.jmatprotec.2012.11.015 – volume: 43 year: 2010 ident: 10.1016/j.jmatprotec.2020.116996_bib0030 article-title: Melt pool and keyhole behaviour analysis for deep penetration laser welding publication-title: J. Phys. D Appl. Phys. doi: 10.1088/0022-3727/43/44/445501 – volume: 22 start-page: 497 year: 2018 ident: 10.1016/j.jmatprotec.2020.116996_bib0085 article-title: High-speed imaging and process characterization of coaxial laser metal wire deposition publication-title: Addit. Manuf. – volume: 12 start-page: 165 year: 2017 ident: 10.1016/j.jmatprotec.2020.116996_bib0005 article-title: Investigation of the overlapping parameters of MPAW-based rapid prototyping publication-title: Rapid Prototyp. J. doi: 10.1108/13552540610670744 – volume: 28 start-page: 550 year: 2017 ident: 10.1016/j.jmatprotec.2020.116996_bib0020 article-title: Thermal effect on clad dimension for laser deposited Inconel 718 publication-title: J. Manuf. Process. doi: 10.1016/j.jmapro.2017.04.024 – volume: 23 start-page: 487 year: 2018 ident: 10.1016/j.jmatprotec.2020.116996_bib0010 article-title: An investigation on mechanical and microstructural properties of 316LSi parts fabricated by a robotized laser/wire direct metal deposition system publication-title: Addit. Manuf. |
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Snippet | •Molten pool can be divided into three regions to describe LDED process.•Coaxial visual characteristics can reflect metallurgical behaviors of molten... Laser-based directed energy deposition (LDED), an additive manufacturing technique, has received increasing attention from the industry and academia. Unstable... |
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SubjectTerms | Adaptive control Additive manufacturing Austenitic stainless steels Component reliability Conduction heating Conductive heat transfer Deposition Directed energy deposition Laser applications Laser cladding Melt pools Metallurgical analysis Molten pool Monitoring Monolayers Multilayers Visual characteristics |
Title | Investigation on coaxial visual characteristics of molten pool in laser-based directed energy deposition of AISI 316L steel |
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