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基于主成分分析的面筋聚集仪预测小麦品质 被引量:13
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作者 姜兰芳 李晓丽 +5 位作者 曹勇 马小飞 王敏 郝建宇 张定一 姬虎太 《食品科学》 EI CAS CSCD 北大核心 2022年第14期85-92,共8页
旨在验证面筋聚集仪测定快速评价小麦品质的可行性,建立基于聚集仪测试的小麦品质性状综合评价方法。采用常规品质测定法和面筋聚集仪法测定81份不同小麦品种中33个品质特性指标,利用主成分分析法对其进行综合品质评价。运用正交偏最小... 旨在验证面筋聚集仪测定快速评价小麦品质的可行性,建立基于聚集仪测试的小麦品质性状综合评价方法。采用常规品质测定法和面筋聚集仪法测定81份不同小麦品种中33个品质特性指标,利用主成分分析法对其进行综合品质评价。运用正交偏最小二乘法验证综合品质评价模型及其与面筋聚集仪测定指标的关系,分析其变量投影重要性及相关性。结果表明,33个品质性状在品种间都存在广泛的遗传变异,其中启动能量、稳定能量、稳定时间、拉伸面积、最大拉伸阻力的变异系数均在60%以上。主成分分析结果表明,提取的6个主成分累计贡献率高达84.221%,可综合反映小麦品质信息,构建小麦综合品质评价函数:Y=0.283F_(1)+0.214F_(2)+0.183F_(3)+0.130F_(4)+0.122F_(5)+0.0663F_(6),其中峰前值和峰后值与综合品质评价得分的R2分别为0.7061和0.7392。18个显著影响小麦综合品质的指标间的相关性分析表明,面筋聚集仪测定指标与籽粒品质、面团的流变学特性之间呈显著或极显著相关性。该研究验证了使用面筋聚集仪快速评价小麦品质的可行性,为准确、快速了解小麦品质、品质评价标准建立及品质调控提供参考和依据。 展开更多
关键词 小麦 面筋聚集仪 品质分析 主成分分析 综合评价
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Quality prediction of freshly-harvested wheat using Gluto Peak during postharvest maturation 被引量:5
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作者 Mengyu Mu Ruidie Geng +3 位作者 Yuanyuan Yue Feng Jia Xia Zhang Jinshui Wang 《Grain & Oil Science and Technology》 2021年第4期174-181,共8页
Much recent researches have demonstrated that the quality of freshly-harvested wheat could be improved during postharvest maturation by determinating the rheological properties.However,this process is time-consuming a... Much recent researches have demonstrated that the quality of freshly-harvested wheat could be improved during postharvest maturation by determinating the rheological properties.However,this process is time-consuming and complex.This study aimed to provide a rapid and convenient method for predicting wheat quality during postharvest maturation by use of Gluto Peak device.Farinograph and Extensograph were used to determine the rheological properties of four wheat samples(WT1,WT2,WT3,WT4)stored under different conditions(WT1:15℃,50%RH;WT2:20℃65%RH;WT3:28℃75%RH;WT4:35℃85%RH)for a total of 10 weeks,and Gluto Peak test was used to determine the gluten aggregation properties of the four samples.Correlation analysis was also conducted between the rheological properties and the gluten aggregation properties.Results of rheological properties showed that all Extensographic properties(dough extensibility,resistance,maximum resistance and area)of the four samples increased along with the storage time,and the Farinographic properties(water absorption,dough development time,dough stability time,and farinograph quality number(FQN))had the same tendency,indicating that the rheological properties were improved considerably with storage time extending.The Gluto Peak curves revealed that Peak Maximum Time(PMT),Brabender Equivalents Maximum(BEM)and Energy to Maximum Torque(En MT)of wheat flour of the four samples varied greatly,particularly the PMT and En MT of the samples WT3 and WT4 increased remarkably.Results of correlation analysis showed that En MT had significant correlation with water absorption and area(P<0.05)for sample WT1,and also showed significant correlation with dough development time(P<0.05)for sample WT2.For sample WT3,PMT was significantly correlated with the dough development time,extensibility,area(P<0.05),and FQN(P<0.01);and En MT was in significant correction with water absorption(P<0.01),and dough stability time,FQN,extensibility,maximum resistance and area(P<0.05).For sample WT4,both PMT and En MT had 展开更多
关键词 WHEAT Postharvest maturation Rheological properties Gluten aggregation properties glutopeak test Quality prediction
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