|
|
|
|
|
|
| Determination of Performance of Different Concentration Ethanol Diesel Oil Based on Mid Infrared Spectroscopy |
| LIU Yan-de, YE Ling-yu, TANG Tian-yi, OUYANG Ai-guo, SUN Xu-dong, ZHANG Yu |
| School of Mechatronics Engineering, East China Jiaotong University, Nanchang 330013, China |
|
|
|
|
Abstract The quantitative analysis of the performance indexes of ethanol diesel was carried out by means of medium infrared spectroscopy and chemometrics. There were 96 samples in 32 different concentrations of ethanol diesel oil solutions. Using S-G, MSC, smooth differential processing (1st D and 2nd D), SNV of methods preprocessed spectral data, combined with the screening method of eight kinds (UVE, CARS,SPA,RPLS,UVE-SPA,UVE-CARS,SPA-CARS,UVE-SPA-CARS)processing ethanol diesel MIR spectral data，and PLSR model were established respectively with density of ethanol diesel oil, viscosity and ethanol content. The results showed that: comparing the eight variables screening methods, we found that UVE-SPA-CARS-PLS has the best modeling effect on ethanol content. The correlation coefficient was 0.978 1 and the root mean square error of prediction was 0.825 5, respectively. Compared with the model established by the original spectrum, variable selection not only reduced the number of model inputs, but also improved the prediction effect.
|
|
Received: 2017-08-17
Accepted: 2017-12-29
|
|
|
|
[1] OUYANG Ai-guo，HUANG Zhi-hong, LIU Yan-de(欧阳爱国, 黄志鸿, 刘燕德). Spectroscopy and Spectral Analysis(光谱学与光谱分析), 2017, 37(4): 1118.
[2] Shimamoto G G, Tubino M. Fuel, 2016, 186: 199.
[3] Wang Xin，Ge Yunshan，Zhang Chuanzhen, et al. Applied Energy, 2016, 177: 187.
[4] Harish Venu，Venkataramanan Madhavan. Fuel, 2017, 189: 377.
[5] Sun Wenyu，Wang Guoqing，Li Shuang, et al. Proceedings of the Combustion Institute, 2017, 36(1): 1269.
[6] Anton M Reiter，Nikolai Schubert，Andreas Pfennig, et al. Energy & Fuels, 2017, 31(6): 6173.
[7] Saddam H Al-lwayzyab，Talal Yusafa. Renewable Energy, 2017, 101: 690.
[8] Carneiro M L N M, Pradelle F, Braga S L, et al. Renewable and Sustainable Energy Reviews, 2017, 73: 632.
[9] Mazivila S J, Gontijo L C, Santana F B, et al. Energy & Fuels, 2014, 29(1): 227.
[10] Gontijo L C, Guimares E, Mitsutake H, et al. Fuel, 2014, 117: 1111.
[11] XUE Li-hong, ZHOU Ding-hao, LI Ying, et al(薛利红，周鼎浩，李 颖，等). Acta Pedologica Sinica(土壤学报)，2014, 51(5)：993.
[12] YU Lei, HONG Yong-sheng, ZHOU Yong, et al(于 雷, 洪永胜, 周 勇, 等). Transactions of the Chinese Society of Agricultural Engineering(农业工程学报), 2016, 32(13): 95. |
| [1] |
XU Song-ning, LI Chuan-xiang, NING Ri-bo, LI Qian, JIANG Ran. Spectral Characteristics of Pb Plasma in Soil at Low Pressure[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38(09): 2877-2880. |
| [2] |
OUYANG Shun-li1, ZHANG Ming-zhe1, HU Qing-cheng1, WEI Hai-yan1, WU Nan-nan2*. Hydrogen Bonding Effect on the Surface Tension and Viscosity of DMSO Aqueous Solutions Studied by Raman Spectroscopy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38(09): 2778-2781. |
| [3] |
SUN Ning-jie1, CAI Xiao-li1, ZHANG Yue-fei1, CHI Ru-an1*, Yunjie Xu2*. The Conformation of Sophocarpidin by Vibrational Circular Dichroism and DFT Calculations[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38(09): 2806-2813. |
| [4] |
ZHANG Gui-yin1, SONG Huan1, LIU Yang1, REN Zhi1, ZHENG Hai-ming2. Investigation on the Properties of Laser Induced Ni Plasma[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38(08): 2578-2582. |
| [5] |
XU Chen1, 2, HUA Xue-ming1, 2*, YE Ding-jian1, 2, MA Xiao-li1, 2, LI Fang1, 2, HUANG Ye1, 2. Study of the Effect of Interference during Multi-Wire GMAW Based on Spectral Diagnosis Technique[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38(07): 1993-1997. |
| [6] |
NIE Mei-tong1，2, XU De-gang1，2*, WANG Yu-ye1，2*, TANG Long-huang1，2, HE Yi-xin1，2, LIU Hong-xiang1，2, YAO Jian-quan1，2. Investigation on Characteristics of Edible Oil Spectra with Terahertz Time-Domain Attenuated Total Reflection Spectroscopy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38(07): 2016-2020. |
| [7] |
SONG Fei-long, JIN Di, JIA Min, SONG Zhi-jie. Spectral Characteristics Study of Atmospheric Pressure Argon Volume Dielectric Barrier Discharge[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38(06): 1675-1679. |
| [8] |
YUE Jiang1, WANG Zhao-xin1，HAN Jing2, BAI Lian-fa2, LI Bao-ming1*. A Target Extraction Method of Infrared Image Based on Edge and Transition Region[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38(06): 1729-1735. |
| [9] |
WU Jun, YOU Jing-lin*, WANG Yuan-yuan, WANG Jian, WANG Min, Lü Xiu-mei. Raman Spectroscopic Study of Li2B4O7 Crystal and Melt Structure[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38(06): 1736-1740. |
| [10] |
OUYANG Ai-guo, ZHANG Yu, TANG Tian-yi, LIU Yan-de. Study on Density, Viscosity and Ethanol Content of Ethanol Diesel Based on Raman Spectroscopy[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38(06): 1772-1778. |
| [11] |
PENG Heng, LIU Shuai, CHEN Xiang-bai*. Raman Study of Perovskite (C6H5CH2NH3)2PbBr4[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38(06): 1763-1765. |
| [12] |
JIN Yun-fei1, 2, JIANG Fang1, WANG Yong-mei1, 2*. Retrieving of Molecular Oxygen Column Density of the Middle and Upper Atmosphere from N2 LBH[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38(05): 1335-1339. |
| [13] |
ZHU Cong-hai1, 3, CHEN Guo-qing1, 3*, ZHU Chun1, 2, 3, ZHAO Jin-chen1, 3, LIU Huai-bo1, 3, ZHANG Xiao-he1, 3, SONG Xin-shu1, 3. Studies of the Fluorescence Properties of Methanol and Ethanol Based on the Density Functional Theory[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38(04): 1133-1138. |
| [14] |
LAI Tian-yue1, CAI Feng-huang1*, PENG Xin2*, CHAI Qin-qin1, LI Yu-rong1, 3, WANG Wu1, 3. Identification of Tetrastigma hemsleyanum from Different Places with FT-NIR Combined with Kernel Density Estimation Algorithm[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38(03): 794-799. |
| [15] |
SI Min-zhen1, 2, ZHANG De-qing1, 2, LI Lun1, 2, ZHANG Chuan-yun1, 2. Essential Oils of Zingiberaceae Alpinia Kwangsiensis and Achasma Yunnanensis in Situ Research with Raman[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS, 2018, 38(02): 448-453. |
|
|
|
|
