Quantitative Analysis Method of Metal Element in Lubricating Oil Based on Laser-Induced Breakdown Spectroscopy and Characteristic Wavelength Fast Selection

Yaohong Liu; Xiao Fu; Fajie Duan; Jinfan Huang; Yu Yan; Xin Li

doi:10.3788/LOP231204

[1] Vähäoja P, Välimäki I, Roppola K et al. Wear metal analysis of oils[J]. Critical Reviews in Analytical Chemistry, 38, 67-83(2008).

[2] Li N. Study on wear state of aeroengine based on spectral data of lubricating oil[D], 2-15(2014).

[3] García M, Aguirre M Á, Canals A. A new multinebulizer for spectrochemical analysis: wear metal determination in used lubricating oils by on-line standard dilution analysis (SDA) using inductively coupled plasma optical emission spectrometry (ICP OES)[J]. Journal of Analytical Atomic Spectrometry, 35, 265-272(2020).

[4] Amais R S, Amaral C D B, Fialho L L et al. Determination of P, S and Si in biodiesel, diesel and lubricating oil using ICP-MS/MS[J]. Analytical Methods, 6, 4516-4520(2014).

[5] Liu T, Tian H X, Chen J L et al. Evaluation on the performance of lubricating oil based on principal component analysis and notability analysis[C](2009).

[6] Cahyadi D, Susilowati E, Arsyansyah M et al. Development of a rapid-test method for the determination of calcium, zinc, phosphorus, and sulfur in automotive engine oil by WD-XRF (wavelength dispersive X-ray fluorescent)[J]. IOP Conference Series: Materials Science and Engineering, 980, 012050(2020).

[7] Xiu J S, Dong L L, Lin S et al. Research progress of laser induced breakdown spectroscopy and other atomic spectroscopy in engine oildetection[J]. Laser Technology, 42, 505-510(2018).

[8] Li X Y, Liu K, Zhou R et al. Laser-induced breakdown spectroscopy and its application[J]. Chinese Journal of Lasers, 49, 1202003(2022).

[9] Chang F, Lu H L, Sun H et al. Assessment of the performance of quantitative feature-based transfer learning LIBS analysis of chromium in high temperature alloy steel samples[J]. Journal of Analytical Atomic Spectrometry, 35, 2639-2648(2020).

[10] Li Z, Zhang Q Y, Kong L H et al. Hardness characterization of GCr15 steel based on laser-induced breakdown spectroscopy and random forest[J]. Chinese Journal of Lasers, 49, 0911002(2022).

[11] Li H L, Wang H B, Huang Y C et al. Plasma characteristics and quantitative analysis of Pb and Ni in soil based on LIBS technology[J]. Optoelectronics Letters, 16, 143-148(2020).

[12] Chen P, Qi C, Liu R W et al. Quantitative analysis of carbon content in fly ash using LIBS based on support vector machine regression[J]. Acta Optica Sinica, 42, 0930003(2022).

[13] Zhao N J, Meng D S, Jia Y et al. On-line quantitative analysis of heavy metals in water based on laser-induced breakdown spectroscopy[J]. Optics Express, 27, A495-A506(2019).

[14] Li N, Tang S H, Lu M J et al. Effect of laser wavelength on laser-induced breakdown spectrum and evolution of cavitation bubble in bulk water[J]. Acta Optica Sinica, 42, 41-48(2022).

[15] Yu J Y, Li N, Qiu X B et al. Experimental study on laser cleaning of bronze cultural relics with evaluation of laser-induced breakdown spectroscopy[J]. Applied Laser, 41, 1801005(2021).

[16] Yaroshchyk P, Morrison R J S, Body D et al. Quantitative determination of wear metals in engine oils using LIBS: the use of paper substrates and a comparison between single- and double-pulse LIBS[J]. Spectrochimica Acta Part B: Atomic Spectroscopy, 60, 1482-1485(2005).

[17] Xiu J S, Liu Y Y, Dong L L et al. The detection of trace wear elements in engine oil using indirect ablation-laser induced breakdown spectroscopy[J]. Spectroscopy and Spectral Analysis, 37, 2885-2890(2017).

[18] Zheng P C, Li Q Y, Wang J M et al. Detection of copper and manganese in water by laser-induced breakdown spectroscopy based on chelate resin[J]. Chinese Journal of Lasers, 46, 0811001(2019).

[19] Vinić M, Aruffo E, Andreoli F et al. Quantification of heavy metals in oils with µL volume by laser induced breakdown spectroscopy and minimazing of the matrix effect[J]. Spectrochimica Acta Part B: Atomic Spectroscopy, 164, 105765(2020).

[20] Lu H, Hu X J, Ma L et al. Measurement of the molecular ratio of Aluminum electrolytes using laser-induced breakdown spectroscopy[J]. Spectrochimica Acta Part B: Atomic Spectroscopy, 164, 105753(2020).

[21] Sun T, Liu J, Gan L P et al. Detection of dimethoate content with laser induced breakdown spectroscopy combined with LSSVM and internal standard method[J]. Spectroscopy and Spectral Analysis, 38, 1251-1255(2018).

[22] Pan L J, Chen W F, Cui R F et al. Quantitative analysis of aluminum alloy based on laser-induced breakdown spectroscopy and radial basis function neural network[J]. Laser & Optoelectronics Progress, 57, 193002(2020).

[23] Deng F, Ding Y, Chen Y J et al. Quantitative analysis of the content of nitrogen and sulfur in coal based on laser-induced breakdown spectroscopy: effects of variable selection[J]. Plasma Science and Technology, 22, 074005(2020).