Improvement in classification accuracy of stainless steel alloys by laser-induced breakdown spectroscopy based on elemental intensity ratio analysis
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Sungho SHIN
[1
]
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Youngmin MOON
[1
,2
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Jaepil LEE
[1
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Eunsung KWON
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School of Mechanical Engineering, Gwangju Institute of Science and TechnologySchool of Mechanical Engineering, Gwangju Institute of Science and Technology
Eunsung KWON
[1
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Kyihwan PARK
[1
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Sungho JEONG
[1
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[1] School of Mechanical Engineering, Gwangju Institute of Science and Technology
[2] Engineering Solution Research Group, Research Institute of Industrial Science and Technology
Laser-induced breakdown spectroscopy(LIBS) is a useful technique for accurate sorting of metal scrap by chemical composition analysis.In this work,a method for intensity-ratiobased LIBS classification of stainless steel applicable to highly fluctuating LIBS signal conditions is proposed.The spectral line pairs for intensity ratio calculation are selected according to elemental concentration and upper levels of emission lines.It is demonstrated that the classification accuracy can be significantly improved from that of full-spectra principal component analysis or intensity-based analysis.The proposed method is considered to be suited to an industrial scrap sorting system that requires minimal maintenance and low system price.
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School of Mechanical Engineering, Gwangju Institute of Science and TechnologySchool of Mechanical Engineering, Gwangju Institute of Science and Technology
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South China Normal Univ, Guangdong Prov Key Lab Nanophoton Funct Mat & Dev, Guangzhou 510006, Peoples R ChinaSouth China Normal Univ, Guangdong Prov Key Lab Nanophoton Funct Mat & Dev, Guangzhou 510006, Peoples R China
Peng, Xinying
Xu, Bohan
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South China Normal Univ, Guangdong Prov Key Lab Nanophoton Funct Mat & Dev, Guangzhou 510006, Peoples R ChinaSouth China Normal Univ, Guangdong Prov Key Lab Nanophoton Funct Mat & Dev, Guangzhou 510006, Peoples R China
Xu, Bohan
Xu, Zhiying
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South China Normal Univ, Guangdong Prov Key Lab Nanophoton Funct Mat & Dev, Guangzhou 510006, Peoples R ChinaSouth China Normal Univ, Guangdong Prov Key Lab Nanophoton Funct Mat & Dev, Guangzhou 510006, Peoples R China
Xu, Zhiying
Yan, Xiaotao
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South China Normal Univ, Guangdong Prov Key Lab Nanophoton Funct Mat & Dev, Guangzhou 510006, Peoples R ChinaSouth China Normal Univ, Guangdong Prov Key Lab Nanophoton Funct Mat & Dev, Guangzhou 510006, Peoples R China
Yan, Xiaotao
Zhang, Ning
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South China Normal Univ, Guangdong Prov Key Lab Nanophoton Funct Mat & Dev, Guangzhou 510006, Peoples R ChinaSouth China Normal Univ, Guangdong Prov Key Lab Nanophoton Funct Mat & Dev, Guangzhou 510006, Peoples R China
Zhang, Ning
Qin, Yuzhi
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South China Normal Univ, Guangdong Prov Key Lab Nanophoton Funct Mat & Dev, Guangzhou 510006, Peoples R ChinaSouth China Normal Univ, Guangdong Prov Key Lab Nanophoton Funct Mat & Dev, Guangzhou 510006, Peoples R China
Qin, Yuzhi
Ma, Qiongxiong
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South China Normal Univ, Guangdong Prov Key Lab Nanophoton Funct Mat & Dev, Guangzhou 510006, Peoples R China
South China Normal Univ, State Key Lab Opt Informat Phys & Technol, Guangzhou 510006, Peoples R ChinaSouth China Normal Univ, Guangdong Prov Key Lab Nanophoton Funct Mat & Dev, Guangzhou 510006, Peoples R China
Ma, Qiongxiong
Li, Jiaming
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South China Normal Univ, Guangdong Prov Key Lab Nanophoton Funct Mat & Dev, Guangzhou 510006, Peoples R China
South China Normal Univ, State Key Lab Opt Informat Phys & Technol, Guangzhou 510006, Peoples R ChinaSouth China Normal Univ, Guangdong Prov Key Lab Nanophoton Funct Mat & Dev, Guangzhou 510006, Peoples R China
Li, Jiaming
Zhao, Nan
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South China Normal Univ, Guangdong Prov Key Lab Nanophoton Funct Mat & Dev, Guangzhou 510006, Peoples R ChinaSouth China Normal Univ, Guangdong Prov Key Lab Nanophoton Funct Mat & Dev, Guangzhou 510006, Peoples R China
Zhao, Nan
Zhang, Qingmao
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South China Normal Univ, Guangdong Prov Key Lab Nanophoton Funct Mat & Dev, Guangzhou 510006, Peoples R China
South China Normal Univ, State Key Lab Opt Informat Phys & Technol, Guangzhou 510006, Peoples R ChinaSouth China Normal Univ, Guangdong Prov Key Lab Nanophoton Funct Mat & Dev, Guangzhou 510006, Peoples R China
机构:
Tsinghua Univ, Dept Energy & Power Engn, Int Joint Lab Low Carbon Clean Energy Innovat, State Key Lab Energy Syst, Beijing 100084, Peoples R ChinaTsinghua Univ, Dept Energy & Power Engn, Int Joint Lab Low Carbon Clean Energy Innovat, State Key Lab Energy Syst, Beijing 100084, Peoples R China
Zhao, Shangyong
Zhao, Yuchen
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Univ Nottingham Ningbo China, Nottingham Univ, Business Sch China, Ningbo 315100, Peoples R ChinaTsinghua Univ, Dept Energy & Power Engn, Int Joint Lab Low Carbon Clean Energy Innovat, State Key Lab Energy Syst, Beijing 100084, Peoples R China
Zhao, Yuchen
Hou, Zongyu
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Tsinghua Univ, Dept Energy & Power Engn, Int Joint Lab Low Carbon Clean Energy Innovat, State Key Lab Energy Syst, Beijing 100084, Peoples R China
Tsinghua Univ, Shanxi Res Inst Clean Energy, Taiyuan 030032, Peoples R ChinaTsinghua Univ, Dept Energy & Power Engn, Int Joint Lab Low Carbon Clean Energy Innovat, State Key Lab Energy Syst, Beijing 100084, Peoples R China
Hou, Zongyu
Wang, Zhe
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Tsinghua Univ, Dept Energy & Power Engn, Int Joint Lab Low Carbon Clean Energy Innovat, State Key Lab Energy Syst, Beijing 100084, Peoples R China
Tsinghua Univ, Shanxi Res Inst Clean Energy, Taiyuan 030032, Peoples R ChinaTsinghua Univ, Dept Energy & Power Engn, Int Joint Lab Low Carbon Clean Energy Innovat, State Key Lab Energy Syst, Beijing 100084, Peoples R China
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AlbaNova Univ Ctr, Royal Inst Technol, Dept Phys, S-10691 Stockholm, SwedenAlbaNova Univ Ctr, Royal Inst Technol, Dept Phys, S-10691 Stockholm, Sweden
Vieitez, MO
Hedberg, J
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AlbaNova Univ Ctr, Royal Inst Technol, Dept Phys, S-10691 Stockholm, SwedenAlbaNova Univ Ctr, Royal Inst Technol, Dept Phys, S-10691 Stockholm, Sweden
Hedberg, J
Launila, O
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AlbaNova Univ Ctr, Royal Inst Technol, Dept Phys, S-10691 Stockholm, SwedenAlbaNova Univ Ctr, Royal Inst Technol, Dept Phys, S-10691 Stockholm, Sweden
Launila, O
Berg, LE
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AlbaNova Univ Ctr, Royal Inst Technol, Dept Phys, S-10691 Stockholm, SwedenAlbaNova Univ Ctr, Royal Inst Technol, Dept Phys, S-10691 Stockholm, Sweden