Identification of Volatile Organic Compounds and Their Concentrations Using a Novel Method Analysis of MOS Sensors Signal

被引:32
|
作者
Gancarz, Marek [1 ]
Nawrocka, Agnieszka [1 ]
Rusinek, Robert [1 ]
机构
[1] Polish Acad Sci, Inst Agrophys, Swiadczalna 4, PL-20290 Lublin, Poland
关键词
cleaning time; electronic nose; MOS sensors; reaction time; sensor response; VOCs; ELECTRONIC NOSE; CHEMICAL SENSORS; RAPESEED; QUALITY; CONTAMINATION; BARLEY; GRAIN;
D O I
10.1111/1750-3841.14701
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Volatile organic compounds (VOCs) are natural markers useful in rapid assessment of adverse changes occurring in biological material. The use of an electronic nose seems to be a good, fast, and cheap method to determine particular VOCs. This paper presents a new method determination for VOCs and their concentration based on three sensorgram parameters: maximum of normalized sensor response, reaction time, and cleaning time measured from the end of the test to the half value of the maximum of normalized sensor response. The novelty of the method consists in the use for the first time of two parameters: reaction time and cleaning time measured from the end of the test to the half value of the maximum of normalized sensor response. The VOC sensorgrams at different VOC concentrations (26 to 3,842 ppm) were measured by an electronic nose Food Volatile Compound Analyzer (Agrinose) equipped with eight metal oxide semiconductor sensors dedicated to detect different gases. In the present studies, only six sensors that best respond to the VOCs were used. The highest responses to VOCs were obtained for two sensors-TGS2602 and AS-MLV-P2. The results showed that the dependence between the sensorgram parameters on VOC concentration was well described by a logarithmic curve in the whole range of concentrations. Detailed analysis revealed that the cleaning time increases with an increase in the number of carbon atoms in aliphatic molecules. The principal component analysis (PCA) was used to verify the utility of the new three parameters method in VOCs differentiation. The PCA analysis of these parameters showed that maximum of the normalized sensor response alone, which has been used for identification of particular VOCs so far, could not be regarded as a good parameter used for this purpose. Application of all the three parameters gave the best results in VOC identification. The research indicates that the use of three parameters of a volatile compound instead of only one parameter can allow precise determination of substances. Moreover, the results indicate that the analyzed parameters depend on the chemical structure of VOCs.
引用
收藏
页码:2077 / 2085
页数:9
相关论文
共 50 条
  • [21] Multivariate analysis method for precise measurement of volatile compounds by wearable sensors
    Jalal, Ahmed
    Umasankar, Yogeswaran
    Kedia, Sunny
    Matos, Randy
    Bhansali, Shekhar
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2018, 255
  • [22] IDENTIFICATION OF ODOR OF VOLATILE ORGANIC COMPOUNDS USING CLASSICAL SENSORY ANALYSIS AND ELECTRONIC NOSE TECHNIQUE
    Gebicki, Jacek
    Dymerski, Tomasz
    Rutkowski, Szymon
    ENVIRONMENT PROTECTION ENGINEERING, 2014, 40 (01): : 103 - 116
  • [23] Feature Extraction Techniques Using Multivariate Analysis for Identification of Lung Cancer Volatile Organic Compounds
    Thriumani, Reena
    Zakaria, Ammar
    Hashim, Yumi Zuhanis Has-Yun
    Helmy, Khaled Mohamed
    Omar, Mohammad Iqbal
    Jeffree, Amanina
    Adom, Abdul Hamid
    Shakaff, Ali Yeon Md
    Kamarudin, Latifah Munirah
    11TH ASIAN CONFERENCE ON CHEMICAL SENSORS (ACCS2015), 2017, 1808
  • [24] Novel collection method for volatile organic compounds (VOCs) from dogs
    Holderman, Chris J.
    Kaufman, Phillip E.
    Booth, Matthew M.
    Bernier, Ulrich R.
    JOURNAL OF CHROMATOGRAPHY B-ANALYTICAL TECHNOLOGIES IN THE BIOMEDICAL AND LIFE SCIENCES, 2017, 1061 : 1 - 4
  • [25] A novel method for characterisation of microbial growth kinetics on volatile organic compounds
    Ferreira Jorge R.M.
    Livingston A.G.
    Applied Microbiology and Biotechnology, 1999, 52 (2) : 174 - 178
  • [26] A novel method for characterisation of microbial growth kinetics on volatile organic compounds
    Jorge, RMF
    Livingston, AG
    APPLIED MICROBIOLOGY AND BIOTECHNOLOGY, 1999, 52 (02) : 174 - 178
  • [27] Polypyrrole thin films as sensors of volatile organic compounds
    De Souza, JEG
    Dos Santos, MVB
    Dos Santos, FL
    Neto, BB
    Dos Santos, CG
    De Melo, CP
    MOLECULAR CRYSTALS AND LIQUID CRYSTALS, 2002, 374 : 521 - 526
  • [28] Polypyrrole Thin Films as Sensors of Volatile Organic Compounds
    De Souza, José E. G.
    Dos Santos, Maria Virgínia B.
    Dos Santos, Francisco L.
    Neto, Benício B.
    Dos Santos, Clécio G.
    De Melo, Celso P.
    Molecular Crystals and Liquid Crystals, 2002, 374 (01) : 521 - 526
  • [29] Development of thermoelectric gas sensors for volatile organic compounds
    Anuradha, S.
    Rajanna, K.
    2006 IEEE SENSORS, VOLS 1-3, 2006, : 687 - +
  • [30] Volatile Organic Compounds Sensing using Monolayer MoS2 Based FET
    Malluvalasa, Krishna Kanth Srivatsava
    Dwivedi, Sharmila B. Priyanka
    2022 IEEE 19TH INDIA COUNCIL INTERNATIONAL CONFERENCE, INDICON, 2022,