Food Freshness Measurements and Product Distinguishing by a Portable Electronic Nose Based on Organic Field-Effect Transistors

被引:21
作者
Anisimov, Daniil S. [1 ]
Abramov, Anton A. [1 ]
Gaidarzhi, Victoria P. [1 ]
Kaplun, Darya S. [2 ]
Agina, Elena V. [1 ]
Ponomarenko, Sergey A. [1 ]
机构
[1] Russian Acad Sci, Enikolopov Inst Synthet Polymer Mat, Moscow 117393, Russia
[2] Russian Acad Sci, Fed Res Ctr Fundamentals Biotechnol, Moscow 119071, Russia
来源
ACS OMEGA | 2023年
基金
俄罗斯科学基金会;
关键词
QUALITY ASSESSMENT; POULTRY; SENSORS; ARRAY;
D O I
10.1021/acsomega.2c06386
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Determination of food freshness, which is the most ancient role of the human sense of smell, is still a challenge for compact and inexpensive electronic nose devices. Fast, sensitive, and reusable sensors are long-awaited in the food industry to replace slow, labor-intensive, and expensive bacteriological methods. In this work, we present microbiological verification of a novel approach to food quality monitoring and spoilage detection using an electronic nose based on organic field-effect transistors (OFETs) and its application for distinguishing products. The compact device presented is able to detect spoilage-related gases as early as at the 4 x 104 CFU g-1 bacteria count level, which is 2 orders of magnitude below the safe consumption threshold. Cross selective sensor array based on OFETs with metalloporphyrin receptors were made on a single substrate using solution processing leading to a low production cost. Moreover, machine learning methods applied to the sensor array response allowed us to compare spoilage profiles and separate them by the type of food: pork, chicken, fish, or milk. The approach presented can be used to monitor food spoilage and distinguish different products with an affordable and portable device.
引用
收藏
页码:4649 / 4654
页数:6
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