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Journal ArticleDOI

Real-time assessment of food freshness in refrigerators based on a miniaturized electronic nose

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TLDR
The experimental results demonstrated that the developed electronic nose can effectively evaluate the food freshness level and provides a non-destructive, low cost and convenient platform for fast and real-time evaluation of foodfreshness in refrigerators.
Abstract
Food freshness has been paid great attention due to its direct relationship with human health and safety, and approaches for food freshness evaluation have attracted much interest from researchers In this paper, we developed a miniaturized electronic nose system for convenient, direct and real-time food freshness evaluation by analyzing gases in a refrigerator (4 °C) The proposed system consists of a gas sampling module and MOS gas sensor array The gas sampling module was used to extract gases from the refrigerator and clean the gas path by controlling a pump and a three-way valve The gas sensor array is composed of three MOS sensors to monitor odor changes in the refrigerator Meanwhile, a food freshness assessment model was established based on the sensor array results and a comparison with human sensory evaluation results In order to confirm the effectiveness of the system, we performed experiments on meat, vegetables and fruits with three freshness levels including fresh, semi-fresh and spoiled The accuracy of the system to identify the three freshness levels is 848%, 680% and 962% respectively The experimental results demonstrated that the developed electronic nose can effectively evaluate the food freshness level Therefore, the proposed electronic nose provides a non-destructive, low cost and convenient platform for fast and real-time evaluation of food freshness in refrigerators

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Citations
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Potential Chipless RFID Sensors for Food Packaging Applications: A Review

TL;DR: The purpose of this paper is to introduce the recent advancement of the chipless RFID humidity, temperature, gas, pH, and bio-sensors, as these types of sensors are required for evaluating the quality of the food in the food industry.
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Rapid and noninvasive sensory analyses of food products by hyperspectral imaging: Recent application developments

TL;DR: This review provides a comprehensive overview of recent application developments since 2010 for identifying sensory properties including colour, defects, texture, flavour, freshness, and maturity in various food products by HSI.
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A deep feature mining method of electronic nose sensor data for identifying beer olfactory information

TL;DR: This study shows that the CNN-SVM model can be used as an effective tool for high precision intelligent identification of beer olfactory information.
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Elevating Chemistry Research with a Modern Electronics Toolkit.

TL;DR: In the past decade, numerous chemistry-oriented studies have benefited from the implementation of electronic modules, including microcontroller boards (MCBs), single-board computers (SBCs), professional grade control and data acquisition systems, as well as field-programmable gate arrays (FPGAs).
Journal ArticleDOI

E-sensing and nanoscale-sensing devices associated with data processing algorithms applied to food quality control: a systematic review.

TL;DR: In this paper, the authors used Preferred Reporting Items for Systematic Reviews and Meta-Analysis guidelines, to address issues such as e-sensing with chemometric methods for food quality control (FQC).
References
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Book

Sensory evaluation practices

TL;DR: In this article, the authors present an organization and operation of a Sensory Evaluation Program, including test strategy and the design of experiments, as well as test strategies and test strategies.
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Applications of solid-phase microextraction in food analysis.

TL;DR: The SPME technique can be used routinely in combination with gas Chromatography (GC), GC-mass spectrometry (GC-MS), high-performance liquid chromatography (HPLC) or LC-MS, and can improve the detection limits.
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Food spoilage--interactions between food spoilage bacteria.

TL;DR: The widespread occurrence of N-acyl homoserine lactones (AHL) in stored and spoiling fresh foods is reported for the first time and the potential implications for spoilage and food preservation are discussed.
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Color, Flavor, Texture, and Nutritional Quality of Fresh-Cut Fruits and Vegetables: Desirable Levels, Instrumental and Sensory Measurement, and the Effects of Processing

TL;DR: In this chapter, desirable and undesirable quality attributes of fresh-cut fruit and vegetable products are reviewed and both instrumental and sensory measurements for determining these critical quality attributes are discussed.
Journal ArticleDOI

Electronic noses for food quality : a review

TL;DR: A review of the most recent works in electronic noses used in the food industry is presented in this paper, focusing on the applications within food quality monitoring that is, meat, milk, fish, tea, coffee and wines.