22
views
0
recommends
+1 Recommend
0 collections
    0
    shares
      • Record: found
      • Abstract: found
      • Article: found
      Is Open Access

      Portable Electronic Nose Based on Electrochemical Sensors for Food Quality Assessment

      research-article

      Read this article at

      Bookmark
          There is no author summary for this article yet. Authors can add summaries to their articles on ScienceOpen to make them more accessible to a non-specialist audience.

          Abstract

          The steady increase in global consumption puts a strain on agriculture and might lead to a decrease in food quality. Currently used techniques of food analysis are often labour-intensive and time-consuming and require extensive sample preparation. For that reason, there is a demand for novel methods that could be used for rapid food quality assessment. A technique based on the use of an array of chemical sensors for holistic analysis of the sample’s headspace is called electronic olfaction. In this article, a prototype of a portable, modular electronic nose intended for food analysis is described. Using the SVM method, it was possible to classify samples of poultry meat based on shelf-life with 100% accuracy, and also samples of rapeseed oil based on the degree of thermal degradation with 100% accuracy. The prototype was also used to detect adulterations of extra virgin olive oil with rapeseed oil with 82% overall accuracy. Due to the modular design, the prototype offers the advantages of solutions targeted for analysis of specific food products, at the same time retaining the flexibility of application. Furthermore, its portability allows the device to be used at different stages of the production and distribution process.

          Related collections

          Most cited references36

          • Record: found
          • Abstract: found
          • Article: not found

          Chemistry of deep-fat frying oils.

          E CHOE, D B Min (2007)
          Deep-fat frying produces desirable or undesirable flavor compounds and changes the flavor stability and quality of the oil by hydrolysis, oxidation, and polymerization. Tocopherols, essential amino acids, and fatty acids in foods are degraded during deep-fat frying. The reactions in deep-fat frying depend on factors such as replenishment of fresh oil, frying conditions, original quality of frying oil, food materials, type of fryer, antioxidants, and oxygen concentration. High frying temperature, the number of fryings, the contents of free fatty acids, polyvalent metals, and unsaturated fatty acids of oil decrease the oxidative stability and flavor quality of oil. Antioxidant decreases the frying oil oxidation, but the effectiveness of antioxidant decreases with high frying temperature. Lignan compounds in sesame oil are effective antioxidants in deep-fat frying.
            Bookmark
            • Record: found
            • Abstract: not found
            • Article: not found

            A brief history of electronic noses

              Bookmark
              • Record: found
              • Abstract: not found
              • Article: not found

              Orange: Data Mining Toolbox in Python

                Bookmark

                Author and article information

                Journal
                Sensors (Basel)
                Sensors (Basel)
                sensors
                Sensors (Basel, Switzerland)
                MDPI
                1424-8220
                24 November 2017
                December 2017
                : 17
                : 12
                : 2715
                Affiliations
                [1 ]Department of Analytical Chemistry, Faculty of Chemistry, Gdańsk University of Technology, 80-233 Gdańsk, Poland; tomasz.majchrzak@ 123456pg.edu.pl (T.M.); tomasz.dymerski@ 123456pg.gda.pl (T.D.); jacek.namiesnik@ 123456pg.edu.pl (J.N.)
                [2 ]Department of Chemical and Process Engineering, Faculty of Chemistry, Gdańsk University of Technology, 80-233 Gdańsk, Poland; jacek.gebicki@ 123456pg.gda.pl
                Author notes
                [* ]Correspondence: wojciech.wojnowski@ 123456pg.edu.pl ; Tel.: +48-583-486-411
                Author information
                https://orcid.org/0000-0002-8433-917X
                https://orcid.org/0000-0002-1738-1992
                Article
                sensors-17-02715
                10.3390/s17122715
                5750822
                29186754
                2c4f8b9f-3d0d-4cd5-a7fa-e52c9c270c99
                © 2017 by the authors.

                Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( http://creativecommons.org/licenses/by/4.0/).

                History
                : 18 September 2017
                : 22 November 2017
                Categories
                Article

                Biomedical engineering
                agriculture,meat spoilage,vegetable oil,quality assessment,electronic nose,electrochemical sensors

                Comments

                Comment on this article