Optimizing an Electronic Nose for Analysis Honey from Different Nectar Sources

文献类型： 外文期刊

第一作者： Liu, Ningjing

作者： Liu, Ningjing;Qing, Zhaoshen;Ji, Baopin;Zhou, Feng;Shi, Bolin;Zhao, Lei;Tian, Wenli

作者机构：

关键词： Electronic Nose;Parameters Optimization;Sensors Selection;GA;SIMCA

期刊名称：SENSOR LETTERS （ 影响因子：0.558； 五年影响因子：0.58 ）

ISSN：

年卷期：

页码：

收录情况： SCI

摘要： Honey from different nectar sources was analyzed by electronic nose (e-nose), including litchi honey, rape honey, acacia honey, linden honey and vitex honey. Orthogonal experiments were done to optimize the measuring factors including weight of samples, head-space temperature, and incubation time so that a better performance can be obtained. Besides, combined with soft independent modelling of class analogy (SIMCA), genetic algorithm (GA) was applied in the selection of sensors to improve the quality of classifier and the accuracy of pattern recognition. The result indicated that the e-nose acquired a better performance of repeatability and discrimination at 60℃, with incubation time of 120 s and quantity of 6 g. With No. 2, 10, 14, 15, and 16 sensors selected, e-nose had better ability to classify different kinds of honey. The accuracy of SIMCA is 80% after the optimization.

分类号： TP212

  • 相关文献

[1]Identification of Beef Spoilage Processes Using the Infrared Spectrum of Volatiles. Ye Song,Zhang Bing-kei,Yang Hui-hua,Zhang Wen-tao,Zhang Bing-kei,Dong Da-ming. 2017

[2]Identification of pummelo cultivars by using Vis/NIR spectra and pattern recognition methods. Li, Xun-lan,Li, Xun-lan,Li, Xun-lan,Yi, Shi-lai,He, Shao-lan,Lv, Qiang,Xie, Rang-jin,Zheng, Yong-qiang,Deng, Lie.

[3]Study on the optimal algorithm prediction of corn leaf component information based on hyperspectral imaging. Wu, Qiong,Xu, Tongyu,Wu, Qiong,Wang, Jihua,Wang, Cheng. 2016

[4]Soaking in H2O2 regulates ABA biosynthesis and GA catabolism in germinating cotton seeds under salt stress. Kong, Xiangqiang,Luo, Zhen,Zhang, Yanjun,Li, Weijiang,Dong, Hezhong.

[5]Transcriptome and Metabolome Analyses Provide Insights into the Occurrence of Peel Roughing Disorder on Satsuma Mandarin (Citrus unshiu Marc.) Fruit. Li, Fei-Fei,Xiong, Jiang,Cao, Xiong-Jun,Ma, Xiao-Chuan,Zhang, Zi-Mu,Xie, Shen-Xi,Lu, Xiao-Peng,Li, Fei-Fei,Xiong, Jiang,Cao, Xiong-Jun,Ma, Xiao-Chuan,Zhang, Zi-Mu,Xie, Shen-Xi,Li, Fei-Fei,Cao, Shang-Yin. 2017

[6]Developing a multispectral imaging for simultaneous prediction of freshness indicators during chemical spoilage of grass carp fish fillet. Cheng, Jun-Hu,Sun, Da-Wen,Qu, Jia-Huan,Pu, Hong-Bin,Cheng, Jun-Hu,Sun, Da-Wen,Qu, Jia-Huan,Pu, Hong-Bin,Sun, Da-Wen,Zhang, Xiao-Chao,Song, Zhongxiang,Chen, Xinghai,Zhang, Hong.

[7]ZmGRF, a GA regulatory factor from maize, promotes flowering and plant growth in Arabidopsis. Xu, Miaoyun,Yang, Hongmei,Hu, Zhiqiu,Hu, Xiaolong,Luan, Mingda,Zhang, Lan,Fan, Yunliu,Wang, Lei,Lu, Yunming,He, Jingcheng,Yang, Hongmei,Hu, Zhiqiu,Hu, Xiaolong,Luan, Mingda.

[8]Nitric oxide improves aluminum tolerance by regulating hormonal equilibrium in the root apices of rye and wheat. He, Long-Fei,Gu, Ming-Hua,Li, Xiao-Feng,He, Hu-Yi. 2012

[9]Identification of a novel tillering dwarf mutant and fine mapping of the TDDL(T) gene in rice (Oryza sativa L.). Gao ZhenYu,Guo LongBiao,Liu Jian,Dong GuoJun,Hu Jiang,Qian Qian,Gao ZhenYu,Liu XiaoHui,Han Bin. 2009

[10]Gene SGL, encoding a kinesin-like protein with transactivation activity, is involved in grain length and plant height in rice. Wu, Tao,Shen, Yingyue,Zheng, Ming,Yang, Chunyan,Chen, Yilin,Feng, Zhiming,Liu, Xi,Liu, Shijia,Jiang, Ling,Wan, Jianmin,Chen, Zhijun,Lei, Cailin,Wang, Jiulin,Wan, Jianmin. 2014

[11]Cloning and characterization of GbGI, a DELLA-like gene from cotton (Gossypium barbadense). Yu, Xiaoling,Ruan, Mengbin,Wen, Wei,Wang, Shuchang,Peng, Ming,Yu, Xiaoling,Cui, Baiming,Di, Rong.

[12]Evaluation of tomato maturity by electronic nose. Gomez, Antihus Hernandez,Hu, Guixian,Wang, Jun,Pereira, Annia Garcia. 2006

[13]Effects of maltose and lysine treatment on coffee aroma by flash gas chromatography electronic nose and gas chromatography-mass spectrometry. He, Yuqin,Zhang, Haide,Wen, Nana,Zeng, Ying,Li, Xiong,Hu, Rongsuo,Wu, Guiping,Miao, Xiaodan. 2018

[14]The Feasibility and Stability of Distinguishing the Kiwi Fruit Geographical Origin Based on Electronic Nose Analysis. Ma, Yiyan,Guo, Boli,Wei, Yimin,Wei, Shuai,Zhao, Haiyan.

[15]Differentiation of Chinese robusta coffees according to species, using a combined electronic nose and tongue, with the aid of chemometrics. Dong, Wenjiang,Zhao, Jianping,Hu, Rongsuo,Dong, Yunping,Tan, Lehe,Dong, Wenjiang,Zhao, Jianping,Hu, Rongsuo,Tan, Lehe,Dong, Wenjiang,Zhao, Jianping,Dong, Yunping,Tan, Lehe.

[16]Characterization of volatile profile from ten different varieties of Chinese jujubes by HS-SPME/GC-MS coupled with E-nose. Chen, Qinqin,Song, Jianxin,Bi, Jinfeng,Wu, Xinye,Chen, Qinqin,Song, Jianxin,Bi, Jinfeng,Wu, Xinye,Song, Jianxin,Bi, Jinfeng,Meng, Xianjun. 2018

[17]Effect of Pretreatment with Dehulling and Microwaving on the Flavor Characteristics of Cold-Pressed Rapeseed Oil by GC-MS-PCA and Electronic Nose Discrimination. Zhou, Qi,Yang, Mei,Huang, Fenghong,Zheng, Chang,Deng, Qianchun,Zhou, Qi,Yang, Mei,Huang, Fenghong,Zheng, Chang,Deng, Qianchun. 2013

[18]Classification of Rice by Combining Electronic Tongue and Nose. Lu, Lin,Deng, Shaoping,Tian, Shiyi,Lu, Lin,Zhu, Zhiwei.

[19]Effect of Se treatment on the volatile compounds in broccoli. Lv, Jiayu,Wu, Jie,Zuo, Jinhua,Fan, Linlin,Shi, Junyan,Gao, Lipu,Wang, Qing,Wu, Jie,Li, Miao,Wu, Jie,Li, Miao. 2017

[20]Pulp volatiles measured by an electronic nose are related to harvest season, TSS concentration and TSS/TA ratio among 39 peaches and nectarines. Su, Mingshen,Zhang, Bo,Chen, Kunsong,Shen, Jiyuan,Su, Mingshen,Ye, Zhengwen,Gu, Xiaojun,Guo, Juan.

作者其他论文 更多>>

微信小程序