Characterization of engine lubricants by fluorescence spectroscopy and chemometrics

被引:7
作者
Feudjio, William Mbogning [1 ]
Kongbonga, Gilbert Yvon Mbesse [2 ]
Kogniwali-Gredibert, Sagesse Bel Christ [1 ]
Ghalila, Hassen [3 ]
Wang-Yang, Pale [1 ]
Majdi, Youssef [3 ]
Assongo, Cyril Kenfack [1 ]
Nsangou, Mama [4 ]
机构
[1] Univ Douala, Fac Sci, Ctr Atom Mol Phys & Quantum Opt CEPAMOQ, Lab Opt & Applicat, POB 8580, Douala, Cameroon
[2] Univ Bangui, Fac Sci, Dept Phys, POB 908, Bangui, Cent Afr Republ
[3] Univ Tunis El Manar, Fac Sci, Lab Spect Atom Mol & Applicat LSAMA, POB 2092, Tunis, Tunisia
[4] Univ Maroua, Higher Teacher Training Sch, Dept Phys, POB 46, Maroua, Cameroon
关键词
Engine lubricants; Fluorescence; Chemometrics; Efficient excitation; PARALLEL FACTOR-ANALYSIS; OIL ADULTERATION; OLIVE OIL; SPECTRA;
D O I
10.1016/j.saa.2021.119539
中图分类号
O433 [光谱学];
学科分类号
0703 ; 070302 ;
摘要
In this study, principal component analysis (PCA) and parallel factor analysis (PARAFAC) combined with excitation-emission matrix fluorescence (EEMF) were used to determine the most efficient excitation wavelengths of engine lubricants; identify their fluorophores; classify them and look for correlations between their fluorescence and their physical parameters. EEMF spectra were obtained for the different samples in the range of 260 to 600 nm, and 300 to 700 nm for excitation and emission wavelengths respectively. PCA and PARAFAC showed that the efficient excitation wavelengths for engine lubricants are 300, 350, 400, 450 and 470 nm. These five wavelengths represented the maxima of the PARAFAC recovered excitation profiles, of which two were attributed to fluorene and pyrene. The relative proportions of the PARAFAC retrieved components were used to classify engine lubricants with a satisfactory percentage of classification of 70%. Finally, a good correlation was obtained between some physical parameters (particularly the viscosity) of engine lubricants and their fluorescence. (C) 2021 Elsevier B.V. All rights reserved.
引用
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页数:9
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