Abstract
To solve the problems on determining comprehensive level of pipe tobacco technology via pipe tobacco quality, equipment operation and production consumption, the Fuzzy comprehensive and neural network evaluation models were built based on analytic hierarchy process, linear projection method. The modeling results of the three groups based on the mass coefficient and cutting material condition from September to December indicated that neural network evaluation model could not only verify the rationality and accuracy of multi-factor fuzzy comprehensive evaluation model, but also could independently determine the comprehensive level of pipe tobacco technology. It not only offers scientific evidence to improve production levels of pipe tobacco, but also provides support to find negetive factors in process quality, equipment operation and production consumption by combing with the two methods.
Publication Date
5-28-2017
First Page
204
Last Page
210
DOI
10.13652/j.issn.1003-5788.2017.05.041
Recommended Citation
Xiaojuan, WANG
(2017)
"Application of fuzzy comprehensive and Neural network evaluation models on tobacco primary processing line quality,"
Food and Machinery: Vol. 33:
Iss.
5, Article 41.
DOI: 10.13652/j.issn.1003-5788.2017.05.041
Available at:
https://www.ifoodmm.cn/journal/vol33/iss5/41
References
[1] 国家烟草专卖局. 卷烟工艺规范[S]. 北京: 中央文献出版社, 2003: 20-25.
[2] 国家烟草专卖局. 卷烟工艺规范[S]. 北京: 中央文献出版社, 2016: 30-35.
[3] 刘继辉, 许磊, 马晓龙, 等. 基于随机森林回归的制丝过程参数影响权重分析[J]. 烟草科技, 2017, 50(2): 63-71.
[4] 熊安言, 于建春, 王二彬, 等. 叶丝加料工序参数对加料效果的影响[J]. 烟草科技, 2016, 49(1): 66-71.
[5] 刘晓龙. 卷烟制造过程关键质量特性识别及实证研究[D]. 郑州: 郑州大学, 2013: 20-25.
[6] 张涛, 苏明亮, 赵伟, 等. 制丝工艺参数对9种主流烟气成分释放量的影响[J]. 烟草科技, 2014(8):32-37.
[7] 陶永峰, 张胜华, 李文璟, 等. Z比分数-模糊AHP评价模型在卷烟成品实验室检测能力评价中的应用[J]. 烟草科技, 2015, 48(5): 85-89.
[8] 刘璇, 王沛, 毕金峰, 等. 基于层次分析法的晚熟品种苹果脆片品质评价[J]. 食品与机械, 2012, 28(5): 46-50.
[9] 杨纶标, 高英仪. 模糊数学原理及应用[M]. 广州: 华南理工大学出版社出版, 2006: 50-55.
[10] 胡永宏. 综合评价方法[M]. 北京: 科学出版社, 2000: 60-65.
[11] 王小川, 史峰, 郁磊, 等. MATLAB神经网络43个案例分析[M]. 北京: 北京航空航天大学出版社, 2011: 133-137.
[12] 曲玉琨, 张新征, 王章龙, 等. 火炮系统效能综合评价与指标无量纲化处理的研究[J]. 火炮发射与控制学报, 2007(3): 20-20.