title: [The highest proportion of tobacco materials in the blend analysis using PPF projection method for the near-infrared spectrum and Monte Carlo method].
abstract: The present paper builds a model based on Monte Carlo method in the projection of the blending tobacco. This model is made up of two parts: the projecting points of tobacco materials, whose coordinates are calculated by means of the PPF (projection based on principal component and Fisher criterion) projection method for the tobacco near-infrared spectrum; and the point of tobacco blend, which is produced by linear additive to the projecting point coordinates of tobacco materials. In order to analyze the projection points deviation from initial state levels, Monte Carlo method is introduced to simulate the differences and changes of raw material projection. The results indicate that there are two major factors affecting the relative deviation: the highest proportion of tobacco materials in the blend, which is too high to make the deviation under control; and the quantity of materials, which is so small to control the deviation. The conclusion is close to the principle of actual formulating designing, particularly, the more in the quantity while the lower in proportion of each. Finally the paper figures out the upper limit of the proportions in the different quantity of materials by theory. It also has important reference value for other agricultural products blend.
authors.affiliation: College of Science, China Agricultural University, Beijing 100193, China. athosmi@163.com
authors.forename: Jin-Rui
authors.initials: JR
authors.lastname: Mi
authors.forename: Xiang
authors.initials: X
authors.lastname: Ma
authors.forename: Ya-Juan
authors.initials: YJ
authors.lastname: Zhang
authors.forename: Yi
authors.initials: Y
authors.lastname: Wang
authors.forename: Ya-Dong
authors.initials: YD
authors.lastname: Wen
authors.forename: Long-Lian
authors.initials: LL
authors.lastname: Zhao
authors.forename: Jun-Hui
authors.initials: JH
authors.lastname: Li
authors.forename: Lu-Da
authors.initials: LD
authors.lastname: Zhang
mesh_terms: D009010:Monte Carlo Method; D025341:Principal Component Analysis; D019265:Spectroscopy, Near-Infrared; D014026:Nicotiana / Q000145:classification*