Quick Measurement Method of Condensation Point of Diesel Based on Temperature-Compensation Model
文献类型：期刊论文
| 作者 | Wan Shun-kuan1,3; Lu Bo3; Zhang Hong-ming3; He Liang3; Fu Jia3; Ji Hua-jian2; Wang Fu-di3 ; Bin Bin3; Li Yi-chao1,3
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| 刊名 | SPECTROSCOPY AND SPECTRAL ANALYSIS
 |
| 出版日期 | 2021-10-01 |
| 卷号 | 41 |
| 关键词 | Portable near infrared spectrometer Temperature compensation model Partial least square method Condensation point of diesel |
| ISSN号 | 1000-0593 |
| DOI | 10.3964/j.issn.1000-0593(2021)10-3111-06 |
| 通讯作者 | Zhang Hong-ming(hmzhang@ipp.ac.cn) |
| 英文摘要 | Portable near-infrared (NIR) spectrometer for quick on-site measurement is an important trend in the study field of NIR spectroscopy. However, in order to achieve quick measurement, a portable NIR spectrometer is generally not equipped with temperature-controlled device. Therefore, the change in ambient temperature will bring a relatively large measurement error to the predicted results. Reducing the error caused by the changes in ambient temperature is an important problem that has to be solved before the large-scale application of portable near-infrared spectrometer in the field of quick on-site measurement. The condensation points of diesel is an important parameter to evaluate diesel quality and temperature range for diesel application. Development of the on-site quick measurement of condensation point can effectively reduce the cost of traditional measurement. In the present study, the NIR spectra are collected by a portable spectrometer in the wavelength range of 950 similar to 1 650 nm for 50 kinds of diesel samples with different condensation points. The effect of changes in ambient temperature on the quantitative analysis results is studied using one new type of NIR spectrometer. This type of spectrometer is a portable spectrometer designed based on a digital micromirror device(DMD), which is developed for quick on-site measurement without temperature-controlled device sample cell. Firstly, the predicting model is developed for condensation point under the condition of ambient temperature at T-0 =25 degrees C , using based on the partial least square method. Then, the spectra measured under other ambient temperatures (T-E = - 10, 0, 10, 20, 30, 40 and 50 degrees C) are introduced into this model to predict the condensation point, and the relationship between prediction error and changes in ambient temperature (T-E -T-0) is studied. The linear function fitted the relationship between prediction error and ambient temperature. It is found that the average value of condensation point prediction error is Delta c = - 0. 019 8(T-E - T-0). The compensation factor of environmental temperature is brought into the prediction model developed under 25 degrees C , and a temperature compensation model for the change in ambient temperature is established to predict the condensation point of diesel with NIR spectra collected under other conditions ambient temperature. The root means square error (RMSE) of condensation point prediction at 10 degrees C is improved from 14. 6 to 8. 8, and the coefficient of determination increased from 0. 4 to 0. 7. The study shows that the temperature compensation model can effectively reduce the error caused by ambient temperature. This method can improve the time cost for developing the model and extend the temperature range in applying a portable NIR spectrometer. |
| WOS研究方向 | Spectroscopy |
| 语种 | 英语 |
| WOS记录号 | WOS:000715857400019 |
| 出版者 | OFFICE SPECTROSCOPY & SPECTRAL ANALYSIS |
| 源URL | [http://ir.hfcas.ac.cn:8080/handle/334002/126714]  |
| 专题 | 中国科学院合肥物质科学研究院 |
| 通讯作者 | Zhang Hong-ming |
| 作者单位 | 1.Univ Sci & Technol China, Hefei 230026, Peoples R China 2.Univ South China, Sch Nucl Sci & Technol, Hengyang 421001, Peoples R China 3.Chinese Acad Sci, Inst Plasma Phys, Hefei Inst Phys Sci, Hefei 230031, Peoples R China |
| 推荐引用方式 GB/T 7714 | Wan Shun-kuan,Lu Bo,Zhang Hong-ming,et al. Quick Measurement Method of Condensation Point of Diesel Based on Temperature-Compensation Model[J]. SPECTROSCOPY AND SPECTRAL ANALYSIS,2021,41. |
| APA | Wan Shun-kuan.,Lu Bo.,Zhang Hong-ming.,He Liang.,Fu Jia.,...&Li Yi-chao.(2021).Quick Measurement Method of Condensation Point of Diesel Based on Temperature-Compensation Model.SPECTROSCOPY AND SPECTRAL ANALYSIS,41. |
| MLA | Wan Shun-kuan,et al."Quick Measurement Method of Condensation Point of Diesel Based on Temperature-Compensation Model".SPECTROSCOPY AND SPECTRAL ANALYSIS 41(2021). |
入库方式： OAI收割
来源：合肥物质科学研究院
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