聊城大学学报(自然科学版)
聊城大學學報(自然科學版)
료성대학학보(자연과학판)
JOURNAL OF LIAOCHENG TEACHERS UNIVERSITY(NATURAL SCIENCE EDITION)
2015年
1期
67-73,78
,共8页
罗英喆%黄子轩%徐瑾辉%温清%马超%张振华
囉英喆%黃子軒%徐瑾輝%溫清%馬超%張振華
라영철%황자헌%서근휘%온청%마초%장진화
葡萄酒质量评价%神经网络%权重分析%粒度一致性%灰度关联分析
葡萄酒質量評價%神經網絡%權重分析%粒度一緻性%灰度關聯分析
포도주질량평개%신경망락%권중분석%립도일치성%회도관련분석
evaluation of wine quality%neural network%weight analysis%consistency of particle size%grey correlation analysis
能否用葡萄和葡萄酒的理化指标来评价葡萄酒的质量,这是近年来葡萄酒评价领域的热门研究课题。为了研究这一问题,本文先用主成份分析简化理化指标和芳香物质,建立BP神经网络确定这些指标关于葡萄酒质量的权重。在分析理化指标是否能评价葡萄酒质量的问题上,我们引入粒度一致性的概念,结合线性加权分析法与灰度关联分析,对评价问题进行粒度一致性分析。实验数据证明,葡萄和葡萄酒的理化指标对葡萄酒质量有影响,但不能全面评价葡萄酒质量。本文所使用的该种组合分析方法,对葡萄酒质量的量化评价具有重要指导意义。
能否用葡萄和葡萄酒的理化指標來評價葡萄酒的質量,這是近年來葡萄酒評價領域的熱門研究課題。為瞭研究這一問題,本文先用主成份分析簡化理化指標和芳香物質,建立BP神經網絡確定這些指標關于葡萄酒質量的權重。在分析理化指標是否能評價葡萄酒質量的問題上,我們引入粒度一緻性的概唸,結閤線性加權分析法與灰度關聯分析,對評價問題進行粒度一緻性分析。實驗數據證明,葡萄和葡萄酒的理化指標對葡萄酒質量有影響,但不能全麵評價葡萄酒質量。本文所使用的該種組閤分析方法,對葡萄酒質量的量化評價具有重要指導意義。
능부용포도화포도주적이화지표래평개포도주적질량,저시근년래포도주평개영역적열문연구과제。위료연구저일문제,본문선용주성빈분석간화이화지표화방향물질,건립BP신경망락학정저사지표관우포도주질량적권중。재분석이화지표시부능평개포도주질량적문제상,아문인입립도일치성적개념,결합선성가권분석법여회도관련분석,대평개문제진행립도일치성분석。실험수거증명,포도화포도주적이화지표대포도주질량유영향,단불능전면평개포도주질량。본문소사용적해충조합분석방법,대포도주질량적양화평개구유중요지도의의。
Discussing the possibility of using physical and chemical indexes to evaluate wine quality is the popular research topic in the field of wine evaluation recently .To further study this topic ,princi‐pal components are proposed in this paper in the analysis of aromatic substance and simplified physical and chemical indexes ,then BR neural network is established to determine the index weight of wine qual‐ity .When discussing whether physical and chemical indexes can be used to evaluate wine quality ,we in‐troduce the concept ,consistency of particle size .Along with linear weighted analysis and gray relation analysis ,the evaluation process is analyzed based on its consistency of particle size .Experimental statis‐tics show that physical and chemical indexes of grapes and wine have effects on wine quality but can not give a full appraisal of it .The analysis methods applied in this paper have important guiding significance on the study of the quantitative evaluation of wine quality .