基于快速气相色谱和气体传感器阵列的冷冻猪肉储存期检测方法研究  

Study on Storage Time Detection of Frozen Pork Based on Rapid Gas Chromatography and Gas Sensor Array

作　　者：蒋晨豪 陈佳琪 梅正昊 宁景苑 易晓梅 郜园园 惠国华 JIANG Chenhao;CHEN Jiaqi;MEI Zhenghao;NING Jingyuan;YI Xiaomei;GAO Yuanyuan;HUI Guohua(School of Information Engineering,Key Laboratory of Forestry Sensing Technology and Intelligent Equipment of Department of Forestry,Key Laboratory of Forestry Intelligent Monitoring and Information Technology of Zhejiang Province,Zhejiang A&F University,Hangzhou Zhejiang 311300,China)

机构地区：[1]浙江农林大学信息工程学院,林业感知技术与智能装备国家林业局重点实验室,浙江省林业智能监测重点实验室,浙江杭州311300

出　　处：《传感技术学报》2021年第5期591-595,共5页Chinese Journal of Sensors and Actuators

摘　　要：猪肉在冷冻过程中质量呈现下降的趋势。但在冷冻猪肉现场检测过程中,需要先解冻后检测,这就很难评估在解冻过程中由于环境因素变化对样品产生的不利影响。本文采用快速气相色谱方法分离出冷冻猪肉样品的特异性挥发气体,以克服冷冻猪肉挥发气体浓度低的问题。采用气体传感器阵列检测气相色谱柱富集的气体,以非线性信号分析模型解析气体传感器阵列输出信号并选择特征值。将特征值与检测时间经过非线性拟合得到冷冻猪肉储存期检测模型,验证实验结果证明所构建的模型具有较高的检测精度。本方法有望在冷冻猪肉保存期分析中得到应用。The quality of frozen pork declines during storage. However, the frozen pork usually needs to be thawed before quality examination. It is difficult to evaluate the negative effects to the examination results introduced by the environmental factors during the thawing process. In this paper, the feature volatile gas of frozen pork samples was separated by rapid gas chromatography(GC)to overcome the problem of low concentration of volatile gas in frozen pork. The gases enriched by GC column were detected by gas sensor array. The output signal of gas sensor array was processed by non-linear signal analysis model, and the eigenvalue was selected. The pork storage time analysis model was developed by non-linear fitting regression between eigenvalue and time. Validation results demonstrated that this method had good detecting accuracy. The method is promising in frozen pork storage time rapid analysis.

关 键 词：猪肉储存期 快速检测 气相色谱 传感器阵列 冷冻 

分 类 号：TP393[自动化与计算机技术—计算机应用技术]