Raman spectroscopy;
automotive lubricant oil;
mineral and synthetic base oils;
SAE specifications;
viscosity grade;
GASOLINE;
D O I:
10.1080/10739149.2020.1807356
中图分类号:
O65 [分析化学];
学科分类号:
070302 ;
081704 ;
摘要:
This study employed Raman spectroscopy for the identification of spectral differences in automotive lubricant oils with different SAE specifications. Samples of 18 lubricant oils were obtained from a local auto parts store. Spectra were obtained with a dispersive Raman spectrometer (830 nm) and separated according to the type of base oil in the samples: mineral, semi-synthetic and synthetic. Also, samples were separated according to the SAE specifications regarding the viscosity grade in low and high temperatures. Principal component analysis (PCA) showed that the lubricants with mineral base oils presented peaks referred to aromatic hydrocarbons and additives containing aromatics, sulfites/dissulphites and sulfonates, while semi-synthetic and synthetic base oils presented peaks referred to alkanes. Other peaks referred to alkanes and olefins were also seen in synthetic base oils. The discriminant analysis based on quadratic distance applied to the PCA variables was able to discriminate the lubricant samples according to the type of base oil with 89.7% accuracy and discriminate the SAE viscosity grade for low and high temperatures with 95.8% and 90.0% accuracy, respectively. The use of Raman spectroscopy makes possible nondestructive evaluation of lubricant oils, which may replace expensive and complex traditional tests and methods of quality control.
机构:
Sao Paulo State Univ, UNESP, Inst Chem, Ctr Monitoring & Res Qual Fuels Biofuels Crude Oi, Prof Francisco Degni 55, BR-14800060 Araraquara, SP, BrazilSao Paulo State Univ, UNESP, Inst Chem, Ctr Monitoring & Res Qual Fuels Biofuels Crude Oi, Prof Francisco Degni 55, BR-14800060 Araraquara, SP, Brazil
Nespeca, Maurilio Gustavo
Piassalonga, Gabriel Baroffaldi
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机构:
Sao Paulo State Univ, UNESP, Inst Chem, Ctr Monitoring & Res Qual Fuels Biofuels Crude Oi, Prof Francisco Degni 55, BR-14800060 Araraquara, SP, BrazilSao Paulo State Univ, UNESP, Inst Chem, Ctr Monitoring & Res Qual Fuels Biofuels Crude Oi, Prof Francisco Degni 55, BR-14800060 Araraquara, SP, Brazil
Piassalonga, Gabriel Baroffaldi
de Oliveira, Jose Eduardo
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h-index: 0
机构:
Sao Paulo State Univ, UNESP, Inst Chem, Ctr Monitoring & Res Qual Fuels Biofuels Crude Oi, Prof Francisco Degni 55, BR-14800060 Araraquara, SP, BrazilSao Paulo State Univ, UNESP, Inst Chem, Ctr Monitoring & Res Qual Fuels Biofuels Crude Oi, Prof Francisco Degni 55, BR-14800060 Araraquara, SP, Brazil
机构:
China Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R China
Liu, Qiu-Shi
Ma, Ming-Jiang
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机构:
China Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R China
Ma, Ming-Jiang
Lv, Chong
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机构:
China Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R China
Lv, Chong
Yang, Guo-Qing
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h-index: 0
机构:
China Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R China
Yang, Guo-Qing
Yang, Yan-Lei
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机构:
China Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R China
Yang, Yan-Lei
Wang, Jia-Hao
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机构:
China Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R China
Wang, Jia-Hao
Gao, Zhi-Xing
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h-index: 0
机构:
China Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R China
Gao, Zhi-Xing
He, Hong-Yu
论文数: 0引用数: 0
h-index: 0
机构:
China Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R China
He, Hong-Yu
Zhang, Xiao-Hua
论文数: 0引用数: 0
h-index: 0
机构:
China Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R China
China Inst Atom Energy, Dept Nucl Phys, Beijing 102413, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R China
Zhang, Xiao-Hua
Li, Yuan-Peng
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机构:
Guangxi Normal Univ, Coll Phys Sci & Technol, Guilin, Peoples R China
Guangxi Normal Univ, Coll Phys Sci & Technol, Guilin 541004, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R China
Li, Yuan-Peng
Zhao, Bao-Zhen
论文数: 0引用数: 0
h-index: 0
机构:
China Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R ChinaChina Inst Atom Energy, Dept Nucl Phys, Beijing, Peoples R China
机构:
Washington State Patrol, Washington State Crime Lab, Seattle, WA 98134 USAWashington State Patrol, Washington State Crime Lab, Seattle, WA 98134 USA