Study on the Detection Model of Cigarettes' Dense-end Position Based on Density Probability Distribution
Year: 2024
Type: article
Abstract: The density distribution of cigarettes was analyzed in order to improve the detection precision of cigarettes' dense-end position. The distribution pattern of the density under the ideal production condition was combined, and a dense-end position detection model was constructed. The model parameters were determined on the basis of data optimization. The model was validated by MW-T and cigarettes. We got conclusions as below. 1) For the measurement of dense-end with the Dense-end Position Standard Parts, the average error of the measurement was 0.1646 mm and the maximum error was -0.2735 mm. 2) The average error between the measured value of the dense-end position with ordinary cigarettes and that of the MW4420 was 0.79 mm, which meets the actual production demand (≤1 mm). The model has high accuracy and good reliability, and can provide a favorable technical support for the dense-end position detection of cigarettes. It is helpful to improve the level of quality control in cigarette production, and inject the new vigor for the sustainable development of cigarette industry.
Authors: Wei Ying, Chunshan Jin, Zengxu Zhu, Xuqin Yu, Feng Lou, Lihong Zhang, Jianwei Wang
Institution: China Tobacco
Language: English
Subfield: Mechanical Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W4405882942