JOURNAL OF LIGHT INDUSTRY

CN 41-1437/TS  ISSN 2096-1553

Volume 41 Issue 4
August 2026
Article Contents
YE Zhenghong, JI Huifu, DUAN Kun, et al. Effects of stem piece content and size on cigarette physical indexes and their prediction[J]. Journal of Light Industry, 2026, 41(4): 94-103. doi: 10.12187/2026.04.009
Citation: YE Zhenghong, JI Huifu, DUAN Kun, et al. Effects of stem piece content and size on cigarette physical indexes and their prediction[J]. Journal of Light Industry, 2026, 41(4): 94-103. doi: 10.12187/2026.04.009 shu

Effects of stem piece content and size on cigarette physical indexes and their prediction

  • Corresponding author: DING Meizhou, dingmeizhou999@163.com
  • Received Date: 2025-08-19
    Accepted Date: 2025-10-24
  • 【Objective】 To investigate the effects of stem piece content and size on cigarette physical indicators and their underlying relationships.【Methods】 Conventional cigarettes were used as the research object, and gradient groups varying in stem piece content and size were prepared. Three-dimensional reconstruction was employed to quantify the internal component content. Correlation analysis and the CRITIC (Criteria Importance Through Intercriteria Correlation) weighting method were applied to evaluate the effects of stem piece parameters on cigarette physical indicators. Additionally, an extreme gradient boosting (XGBoost) model was constructed to predict these indicators.【Results】 Larger stem piece size resulted in lower stability of stem piece content in cigarettes. Stem piece content exhibited highly significant positive correlations with cigarette weight, hardness, and porosity, a significant positive correlation with circumference, and a significant negative correlation with open draw resistance. When the stem piece content was 4% and the air damper of the cigarette maker was fully closed, the cigarette physical indicators showed optimal stability and comprehensive scores. The coefficients of determination (R2) of the optimized XGBoost models for cigarette weight, hardness, and porosity were 0.953 1, 0.950 3, and 0.875 3, respectively, indicating high predictive accuracy and significant model improvement.【Conclusion】 Stem piece content was positively correlated with cigarette weight, hardness, and porosity, and these three indicators could be accurately predicted using the XGBoost model.
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    1. [1]

      张晖,张果,侯佩,等.打叶复烤过程中片烟品质变化研究进展[J].农产品加工(下半月),2017(4):49-52,57.
      ZHANG H,ZHANG G,HOU P,et al.Advances in quality changes of Lamina of flue-cured tobacco during threshing and redrying process[J].Aem Roducts Rocessing (Second Half Month),2017(4):49-52,57.

    2. [2]

      唐军,何邦华,易斌,等.国内卷烟加工过程烟草异物除杂技术研究进展[J].轻工学报,2022,37(2):94-101.
      TANG J,HE B H,YI B,et al.Research progress of tobacco foreign material eliminating technology for cigarette processing in China[J].Journal of Light Industry,2022,37(2):94-101.

    3. [3]

      唐习书,田德兴,方瑞萍,等.卷烟制造过程梗签分离工艺及装备研究进展[J].轻工学报,2024,39(4):109-117.
      TANG X S,TIAN D X,FANG R P,et al.Research progress on stem sliver separation process and equipment in cigarette manufacturing[J].Journal of Light Industry,2024,39(4):109-117.

    4. [4]

      张大波,孔臻,吴硕,等.国内细支卷烟加工工艺现状[J].烟草科技,2018,51(1):79-84.
      ZHANG D B,KONG Z,WU S,et al.Current situation of slim cigarette manufacturing technology in China[J].Tobacco Science & Technology,2018,51(1):79-84.

    5. [5]

      曾静,李斌,冯志斌,等.卷烟机剔除梗签物中含丝量的检测[J].烟草科技,2012,45(8):5-7
      ,11. ZENG J,LI B,FENG Z B,et al.Determination of tobacco shred content in rejects from cigarette maker[J].Tobacco Science & Technology,2012,45(8):5-7,11.

    6. [6]

      秦前浩.卷烟工艺测试与分析大纲[M].成都:四川大学出版社,2004. QIN Q H.Outline for cigarette process testing and analysis[M].Chengdu:Sichuan University Press,2004.

    7. [7]

      彭永刚,刘德凯,杨华伦,等.降低卷烟机剔除梗签中含丝量[J].齐鲁工业大学学报(自然科学版),2015,29(1):50-55.
      PENG Y G,LIU D K,YANG H L,et al.Reduce cigarette-rolling machines remove stalks silk content[J].Journal of Qilu University of Technology (Natural Science Edition),2015,29(1):50-55.

    8. [8]

      胡中军,李江,陈智鸣,等.优化ZJ17卷接机参数降低烟支中梗签含量研究[J].科技创新导报,2017,14(8):79-80.
      HU Z J,LI J,CHEN Z M,et al.Study on optimizing parameters of ZJ17 cigarette splicer to reduce stem label content in cigarettes[J].Science and Technology Innovation Herald,2017,14(8):79-80.

    9. [9]

      王瑞雪,朱强强,唐习书,等.基于特征分布和判别分析的卷烟梗签识别方法建立与评价[J].热带农业科学,2024,44(11):104-110.
      WANG R X,ZHU Q Q,TANG X S,et al.Establishment and evaluation of a cigarette stick identification method based on characteristic value distribution and discriminant analysis[J].Chinese Journal of Tropical Agriculture,2024,44(11):104-110.

    10. [10]

      祁林,刘兵,王瑞雪,等.不同梗签含量对中支卷烟品质的影响[J].生物化工,2024,10(2):97-99
      ,107. QI L,LIU B,WANG R X,et al.Effect of different sticks content on quality of tobacco products[J].Biological Chemical Engineering,2024,10(2):97-99,107.

    11. [11]

      徐大勇,邓国栋,刘朝贤,等.烟支刺破梗签粒度分析[J].中国烟草学报,2021,27(1):37-42.
      XU D Y,DENG G D,LIU C X,et al.Particle size analysis of cigarette-puncturing slivers[J].Acta Tabacaria Sinica,2021,27(1):37-42.

    12. [12]

      陶发展,杨栋,洪伟龄,等.基于高光谱成像的烟丝中梗签分类识别研究[J].河南科技大学学报(自然科学版),2024,45(3):32-42
      ,5. TAO F Z,YANG D,HONG W L,et al.Research on classification and recognition of stem sticks in shredded cut tobacco based on hyperspectral imaging[J].Journal of Henan University of Science and Technology (Natural Science),2024,45(3):32-42,5.

    13. [13]

      郑新虎.梗签分离装置中气流的流动分析及仿真研究型[D].昆明:昆明理工大学,2018. ZHENG X H.Flow analysis and simulation of air flow in a stems separation unit[D].Kunming:Kunming University of Science and Technology,2018.

    14. [14]

      王胜枝,肖伟忠,蔡培良,等.卷烟生产中梗签二次分离装置的设计[J].机械制造,2018,56(11):64-66
      ,70. WANG S Z,XIAO W Z,CAI P L,et al.Design of secondary separation device for stem in cigarette production[J].Machinery,2018,56(11):64-66,70.

    15. [15]

      周沅桢,和小娟,王泽宇,等.基于CRITIC赋权法的细支烟物理指标综合质量评价研究[J].包装工程,2022,43(9):176-183.
      ZHOU Y Z,HE X J,WANG Z Y,et al.Comprehensive quality assessment for physical indexes of slim cigarette based on CRITIC weighting approach[J].Packaging Engineering,2022,43(9):176-183.

    16. [16]

      CHEN T Q,GUESTRIN C.XGBoost:a scalable tree boosting system[C]//Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.San Francisco,California USA.ACM,2016:785-794.

    17. [17]

      金彩洪,刘松,刘亚男.ZJ17卷接机组防止烟丝泄漏堵塞装置的设计与应用[J].现代制造技术与装备,2021,57(2):31-32.
      JIN C H,LIU S,LIU Y N.Design and application of device for preventing leakage and blockage of cut tobacco in ZJ17 cigarette making machine[J].Modern Manufacturing Technology and Equipment,2021,57(2):31-32.

    18. [18]

      姚二民,邵宁,李晓,等.基于回归分析方法的烟丝结构与卷烟物理指标关系研究[J].食品工业科技,2017,38(20):21-24
      ,29. YAO E M,SHAO N,LI X,et al.Study on the relationship of cut tobacco structure and physical indexes of cigarette based on regression analysis[J].Science and Technology of Food Industry,2017,38(20):21-24,29.

    19. [19]

      毛福利,邓长其,高华,等.卷烟烟支重量的综合评价[J].轻工科技,2019,35(8):128-129.
      MAO F L,DENG C Q,GAO H,et al.Comprehensive evaluation of cigarette weight[J].Light Industry Science and Technology,2019,35(8):128-129.

    20. [20]

      汪涛,张灵辉,叶宏音.不同形态梗丝对卷烟在制品及成品质量的影响[J].安徽农业科学,2013,41(32):12724-12726.
      WANG T,ZHANG L H,YE H Y.Effects of different forms stem on quality of flue-cured products and finished products[J].Journal of Anhui Agricultural Sciences,2013,41(32):12724-12726.

    21. [21]

      张莉强,李宇飞,刘浩,等.在线打孔中支卷烟通风率稳定性的研究[J].中国新技术新产品,2023(5):70-73. ZHANG L Q,LI Y F,LIU H,et al.Study on the stability of ventilation rate of medium cigarette in on-line punching[J].New Technology & New Products of China,2023
      (5):70-73.

    22. [22]

      赵汉文,赵晓梅.卷烟机平整器对卷烟质量稳定性的影响[J].烟草科技,2007,40(12):22-23
      ,62. ZHAO H W,ZHAO X M.Influence of ecreteur disc in cigarette maker on cigarette quality stability[J].Tobacco Science & Technology,2007,40(12):22-23,62.

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