title: [Near infrared spectra (NIR) analysis of octane number by wavelet denoising-derivative method].
abstract: Derivative can correct baseline effects and also increase the level of noise. Wavelet transform has been proven an efficient tool for de-noising. This paper is directed to the application of wavelet transfer and derivative in the NIR analysis of octane number (RON). The derivative parameters, as well as their effects on the noise level and analytic accuracy of RON, have been studied in detail. The results show that derivative can correct the baseline effects and increase the analytic accuracy. Noise from the derivative spectra has great detriment to the analysis of RON. De-noising of wavelet transform can increase the S/N and improve the analytical accuracy.
authors.affiliation: Research Institute of Petroleum Processing, Beijing, China.
authors.forename: Gao-you
authors.initials: GY
authors.lastname: Tian
authors.forename: Hong-fu
authors.initials: HF
authors.lastname: Yuan
authors.forename: Xiao-li
authors.initials: XL
authors.lastname: Chu
authors.forename: Hui-ying
authors.initials: HY
authors.lastname: Liu
authors.forename: Wan-zhen
authors.initials: WZ
authors.lastname: Lu
mesh_terms: D000465:Algorithms; D005742:Gasoline / Q000032:analysis* / Q000592:standards; D009795:Octanes / Q000032:analysis* / Q000737:chemistry; D015203:Reproducibility of Results; D012815:Signal Processing, Computer-Assisted; D019265:Spectroscopy, Near-Infrared / Q000379:methods*
chemical_list: D005742:Gasoline; D009795:Octanes; C026728:octane