烟草科技2026，Vol.59Issue(6)：64-74,11.DOI:10.16135/j.issn1002-0861.2025.0545
松散回潮非稳态段热风温度与出口烟叶温度关系的建模与优化
Modeling and optimization of the relationship between hot air temperature and outlet tobacco temperature during the unstable state stage of loosening and conditioning
摘要
Abstract
To address the problems of unscientific setting of hot air temperature during the unstable state stage,large fluctuations in outlet tobacco temperature,and long duration in the loosening and conditioning process,the relationship between hot air temperature and outlet tobacco temperature were modeled and optimized.Based on 170 sets of test data,linear regression and random forest algorithms were employed to quantify the temperature deviation in the unstable state stage by combining control surface error.A prediction model was established and the optimal hot air setting value at the unstable state stage was deduced,providing the basis for optimizing the temperature control of outlet tobacco leaves.The results showed that hot air temperature exhibited a significant positive correlation with the outlet tobacco temperature.The increase of the hot air set value accelerated the outlet temperature response and shortened the unstable state duration.The random forest model outperformed the linear model in fitting performance,achieving high prediction accuracy with a mean error less than 0.2℃.The proposed"prediction&optimization"strategy contributed to improving temperature control accuracy and stability in the conditioning process,providing a theoretical and practical foundation for digital control and intelligent adjustment in cigarette primary processing.关键词
松散回潮/热风温度/出口烟叶温度/非稳态时间Key words
Loosening and conditioning/Hot air temperature/Outlet tobacco temperature/Unstable state duration分类
轻工纺织引用本文复制引用
黄传喜,谢夕阳,徐永虎,高翔,李开府,宣龙然..松散回潮非稳态段热风温度与出口烟叶温度关系的建模与优化[J].烟草科技,2026,59(6):64-74,11.基金项目
安徽中烟有限责任公司科技项目"烟叶处理环节加工质量表征方法研究"(皖烟工[2023]77号2023116). （皖烟工[2023]77号2023116）
