|
|
|
|
|
|
Study on the Three-Dimensional Fluorescence Spectra of Oil Mixture and Its Composition Based on Tri-PLS Model |
WANG Yu-tian1, ZHANG Li-juan1, 2*, ZHAO Xu1, CHEN Yi-qiang3, PAN Zhao1, CAO Li-fang1, XU Jing1, YUAN Yuan-yuan1, NIU Kai-zeng1, ZHANG Ya-ji1 |
1. Key Lab of Measurement Technology and Instrumentation of Hebei Province, Yanshan University,Qinhuangdao 066004, China
2. Hebei University of Environmental Engineering, Qinhuangdao 066102, China
3. Shenyang Academy of Instrumentation Science Co., Ltd., Shenyang 110043, China |
|
|
Abstract A new method which extend the partial least squares (PLS) method to three-dimensional (tri-PLS) and don’t need to care about the eigenvalue is presented to determinate the content of a variety of mineral oil mixture with overlapping spectra. This method is used to study the three-dimensional fluorescence spectra of the mixture of diesel, gasoline and kerosene. The 3D data matrix is constructed on the basis of the sample sequence, the excitation wavelength and the emission wavelength. The combination of 3D data matrix and the concentration matrix can be modeled by tri-PLS to predict the test samples.The experimental results show that the modeling precision of tri-PLS is superior to PARAFAC.
|
Received: 2015-11-09
Accepted: 2016-08-20
|
|
Corresponding Authors:
ZHANG Li-juan
E-mail: ljzhang717@163.com
|
|
[1] TANG Yuan-he, LIU Qing-song, MENG Lei, et al(唐远河, 刘青松, 蒙 磊, 等). Spectroscopy and Spectral Analysis(光谱学与光谱分析), 2015, 35(2): 424.
[2] Chelsea Spier, William T Stringfellow, Terry C Hazenl. Environmental Pollution, 2013,173: 225.
[3] Bernabeu A M, Fernandez-Fernadez S, Bouchette F. Journal of Hazardous Materials, 2013, 250~251: 84.
[4] WU Zhong-biao(吴中标). Air Pollution Monitoring and Supervision(大气污染监测与监督). Beijing: Chemical Industry Press(北京:化学工业出版社),2003. 18.
[5] SHANG Li-ping, YANG Ren-jie(尚丽平, 杨仁杰). Field Fluorescence Spectrum Technology and Application(现场荧光光谱技术及其应用). Beijing: Science Press(北京: 科学出版社), 2009.
[6] Bro R. Journal of Chemometrics, 1996, 10: 47.
[7] Goicoechea H C, Calimag-Williams K, Campiglia A D. Analytica Chimica Acta, 2012, 717(5): 100.
[8] Calimag-Williams K, Knobel G, Goicoechea H C, et al. Analytica Chimica Acta, 2014, 811: 60.
[9] Singh K P, Malik A, Basant N, et al. Analytica Chimica Acta, 2007, 584(2): 385.
[10] Yang R, Liu R, Xu K. Food Bioscience, 2013, 2: 61.
[11] Shahlaei M, Fassihi A, Saghaie L, et al. Research in Pharmaceutical Sciences, 2014, 9(2).
[12] Hanafi M, Ouertani S S, Boccard J, et al. Computational Statistics & Data Analysis, 2015, 83: 129.
[13] PAN Zhao(潘 钊). The study of Oil Pollution Recognition Measurement Method and Experiment Based on Fluorescence Spectrum Analysis(基于荧光光谱分析的石油类污染物识别测量方法及其实验研究). Yanshan University(燕山大学), 2012.
|
[1] |
LEI Hong-jun1, YANG Guang1, PAN Hong-wei1*, WANG Yi-fei1, YI Jun2, WANG Ke-ke2, WANG Guo-hao2, TONG Wen-bin1, SHI Li-li1. Influence of Hydrochemical Ions on Three-Dimensional Fluorescence
Spectrum of Dissolved Organic Matter in the Water Environment
and the Proposed Classification Pretreatment Method[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2024, 44(01): 134-140. |
[2] |
GU Yi-lu1, 2,PEI Jing-cheng1, 2*,ZHANG Yu-hui1, 2,YIN Xi-yan1, 2,YU Min-da1, 2, LAI Xiao-jing1, 2. Gemological and Spectral Characterization of Yellowish Green Apatite From Mexico[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2024, 44(01): 181-187. |
[3] |
SONG Yi-ming1, 2, SHEN Jian1, 2, LIU Chuan-yang1, 2, XIONG Qiu-ran1, 2, CHENG Cheng1, 2, CHAI Yi-di2, WANG Shi-feng2,WU Jing1, 2*. Fluorescence Quantum Yield and Fluorescence Lifetime of Indole, 3-Methylindole and L-Tryptophan[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(12): 3758-3762. |
[4] |
YANG Ke-li1, 2, PENG Jiao-yu1, 2, DONG Ya-ping1, 2*, LIU Xin1, 2, LI Wu1, 3, LIU Hai-ning1, 3. Spectroscopic Characterization of Dissolved Organic Matter Isolated From Solar Pond[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(12): 3775-3780. |
[5] |
XUE Fang-jia, YU Jie*, YIN Hang, XIA Qi-yu, SHI Jie-gen, HOU Di-bo, HUANG Ping-jie, ZHANG Guang-xin. A Time Series Double Threshold Method for Pollution Events Detection in Drinking Water Using Three-Dimensional Fluorescence Spectroscopy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(10): 3081-3088. |
[6] |
JIA Yu-ge1, YANG Ming-xing1, 2*, YOU Bo-ya1, YU Ke-ye1. Gemological and Spectroscopic Identification Characteristics of Frozen Jelly-Filled Turquoise and Its Raw Material[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(09): 2974-2982. |
[7] |
YANG Xin1, 2, XIA Min1, 2, YE Yin1, 2*, WANG Jing1, 2. Spatiotemporal Distribution Characteristics of Dissolved Organic Matter Spectrum in the Agricultural Watershed of Dianbu River[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(09): 2983-2988. |
[8] |
ZHU Yan-ping1, CUI Chuan-jin1*, CHENG Peng-fei1, 2, PAN Jin-yan1, SU Hao1, 2, ZHANG Yi1. Measurement of Oil Pollutants by Three-Dimensional Fluorescence
Spectroscopy Combined With BP Neural Network and SWATLD[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(08): 2467-2475. |
[9] |
QIU Cun-pu1, 2, TANG Xiao-xue2, WEN Xi-xian4, MA Xin-ling2, 3, XIA Ming-ming2, 3, LI Zhong-pei2, 3, WU Meng2, 3, LI Gui-long2, 3, LIU Kai2, 3, LIU Kai-li4, LIU Ming2, 3*. Effects of Calcium Salts on the Decomposition Process of Straw and the Characteristics of Three-Dimensional Excitation-Emission Matrices of the Dissolved Organic Matter in Decomposition Products[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(07): 2301-2307. |
[10] |
SHI Chuan-qi1, LI Yan2, HU Yu3, YU Shao-peng1*, JIN Liang2, CHEN Mei-ru1. Fluorescence Spectral Characteristics of Soil Dissolved Organic Matter in the River Wetland of Northern Cold Region, China[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(05): 1517-1523. |
[11] |
LI Yuan-jing1, 2, CHEN Cai-yun-fei1, 2, LI Li-ping1, 2*. Spectroscopy Study of γ-Ray Irradiated Gray Akoya Pearls[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(04): 1056-1062. |
[12] |
LIU Xia-yan1, CAO Hao-xuan1, MIAO Chuang-he1, LI Li-jun2, ZHOU Hu1, LÜ Yi-zhong1*. Three-Dimensional Fluorescence Spectra of Dissolved Organic Matter in Fluvo-Aquic Soil Profile Under Long-Term Composting Treatment[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2023, 43(03): 674-684. |
[13] |
LÜ Yang1, PEI Jing-cheng1*, ZHANG Yu-yang2. Chemical Composition and Spectra Characteristics of Hydrothermal Synthetic Sapphire[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(11): 3546-3551. |
[14] |
ZHANG Yong-bin1, ZHU Dan-dan1, CHEN Ying1*, LIU Zhe1, DUAN Wei-liang1, LI Shao-hua2. Wavelength Selection Method of Algal Fluorescence Spectrum Based on Convex Point Extraction From Feature Region[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(10): 3031-3038. |
[15] |
PAN Hong-wei, TONG Wen-bin, LEI Hong-jun*, YANG Guang, SHI Li-li. Spectral Analysis of the Effect of Organic Fertilizer Application on the
Evolution of Organic Matter and Nitrogen in Farmaland[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42(10): 3116-3123. |
|
|
|
|