Detection of Oil Species in Mixed Oil Based on Alternating Penalty Trilinear Decomposition

Fig. 3. Three-dimensional fluorescence spectra and contour maps of jet fuel before and after calibration. (a) Three-dimensional fluorescence spectrum before calibration; (b) contour map before calibration; (c) three-dimensional fluorescence spectrum after calibration; (d) contour map after calibration

Download full size

Fig. 4. Three-dimensional fluorescence spectra and contour maps of lube before and after calibration. (a) Three-dimensional fluorescence spectrum before calibration; (b) contour map before calibration; (c) three-dimensional fluorescence spectrum after calibration; (d) contour map after calibration

Download full size

Fig. 5. Three-dimensional response matrix X. (a) Core consistency value; (b) residual sum of squares

Download full size

Fig. 6. Result for the 16th sample. (a) Three-dimensional fluorescence spectrum; (b) contour map

Download full size

Fig. 7. Results for jet fuel and lube obtained by APTLD algorithm. (a) Excitation spectra; (b) emission spectra

Download full size

Fig. 8. Results for jet fuel and lube obtained by parallel factor algorithm. (a) Excitation spectra; (b) emission spectra

Download full size

Table 1. Ratio of jet fuel to lube in mixed oil

View table

Table 1. Ratio of jet fuel to lube in mixed oil

Samplenumber	Volume of jetfuel /mL	Volume oflube /mL	Samplenumber	Volume ofjet fuel /mL	Volume oflube /mL
1	3.00	0	11	2.70	0.30
2	2.97	0.03	12	2.40	0.60
3	2.94	0.06	13	2.10	0.90
4	2.91	0.09	14	1.80	1.20
5	2.88	0.12	15	1.50	1.50
6	2.85	0.15	16	1.20	1.80
7	2.82	0.18	17	0.90	2.10
8	2.79	0.21	18	0.60	2.40
9	2.76	0.24	19	0.30	2.70
10	2.73	0.27	20	0	3.00

Table 2. RMSE and correlation coefficient matrix between spectral curves of pure and mixed oil

View table

Table 2. RMSE and correlation coefficient matrix between spectral curves of pure and mixed oil

Sample	APTLD algorithm		Parallel factor algorithm
Sample	RMSE	Correlation coefficient matrix	RMSE	Correlation coefficient matrix
Jet fuel	h_E_x=0.0223h_E_m=0.0286	$\begin{matrix} [\begin{matrix} 1.0000 0.9826 \\ 0.9826 1.0000 \end{matrix}] \end{matrix}$	h_E_x=0.1232h_E_m=0.1249	$\begin{matrix} [\begin{matrix} 1.0000 0.7862 \\ 0.7862 1.0000 \end{matrix}] \end{matrix}$
Lube	r_E_x=0.0265r_E_m=0.0357	$\begin{matrix} [\begin{matrix} 1.0000 0.9777 \\ 0.9777 1.0000 \end{matrix}] \end{matrix}$	r_E_x=0.0370r_E_m=0.0497	$\begin{matrix} [\begin{matrix} 1.0000 0.8148 \\ 0.8148 1.0000 \end{matrix}] \end{matrix}$

Tools

Get Citation

Copy Citation Text

Deming Kong, Chunxiang Zhang, Yaoyao Cui, Yumeng Li, Shutao Wang. Detection of Oil Species in Mixed Oil Based on Alternating Penalty Trilinear Decomposition[J]. Acta Optica Sinica, 2018, 38(11): 1130005

Download Citation

EndNote(RIS)BibTex Plain Text

Set citation alerts for article

Save article for my favorites

Paper Information

Category: Spectroscopy

Received: Apr. 20, 2018

Accepted: Jun. 18, 2018

Published Online: May. 9, 2019

The Author Email:

DOI:10.3788/AOS201838.1130005

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology