| 人工神经网络在坦洋工夫红茶感官品质评定中的应用研究 |
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| 引用本文： | 潘玉成,叶乃兴,潘玉华,赵仕宇. 人工神经网络在坦洋工夫红茶感官品质评定中的应用研究[J]. 茶叶科学, 2015, 35(5): 465-472. DOI: 10.3969/j.issn.1000-369X.2015.05.013 |
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| 作者姓名： | 潘玉成 叶乃兴 潘玉华 赵仕宇 |
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| 作者单位： | 1. 宁德职业技术学院机电工程系, 福建 福安 355000; 2. 福建农林大学园艺学院, 福建 福州 350002; 3. 宁德职业技术学院农业科学系,福建 福安 355000 |
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| 基金项目： | 福建宁德市科技计划项目 |
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| 摘 要： | 根据坦洋工夫红茶感官品质主要评定指标,采用BP神经网络建立了坦洋工夫红茶等级与其主要评定指标之间的非线性映射关系,实现了对坦洋工夫红茶等级的预测,并通过实验进行验证。研究表明,所构建的坦洋工夫红茶评审专家预测系统有较好的识别效果,实用性强,克服了许多人为误差,提高了茶叶评审的速度,评茶人员只需具备一定的茶叶审评知识,就能正确地对坦洋工夫红茶的等级进行评定。
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| 关 键 词： | 人工神经网络 坦洋工夫红茶 品质评定 预测系统 |
| 收稿时间： | 2014-12-30 |
Application Research of Artificial Neural Network in SensoryQuality Evaluation of TanYang GongFu Black Tea |
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| PAN Yucheng,YE Naixing,PAN Yuhua,ZHAO Shiyu. Application Research of Artificial Neural Network in SensoryQuality Evaluation of TanYang GongFu Black Tea[J]. Journal of Tea Science, 2015, 35(5): 465-472. DOI: 10.3969/j.issn.1000-369X.2015.05.013 |
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| Authors: | PAN Yucheng YE Naixing PAN Yuhua ZHAO Shiyu |
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| Affiliation: | 1. Department of Mechanical and Electronic Engineering, Ningde Vocational and Technical College, Fuan 355000, China; 2. College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China; 3. Department of Agriculture Science, Ningde Vocational and Technical College, Fuan 355000, China |
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| Abstract: | According to themain indexes ofsensoryqualityevaluation in the TanYangGongFublacktea, the grade of tea and nonlinear mapping relationshipin the main indexwasbuiltby usingBP Neural Network.Predictionof grade was achieved and all these have been proved by experiments.The results showedthat expert prediction system of TanYangGongFublack teapossessedgood recognition effectand strong practicality,couldovercomesubjective error caused by humanand to improvedthe speed of teaassessment,the tasters whopossessed theknowledgeof tea assessmentcouldcorrectly assessedthe gradeoftea. |
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| Keywords: | artificial neural network TanYang GongFu black tea quality evaluation prediction system |
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