Recognition and sensing of organic compounds using analytical methods, chemical sensors, and pattern recognition approaches

Sunil Kr Jha, R. D.S. Yadava, Kenshi Hayashi, Nilesh Patel

Research output: Contribution to journalReview article

3 Citations (Scopus)

Abstract

Currently, the development of smart systems for recognition and sensing of volatile organic compounds (VOCs) in medical, agricultural, biometric, security and safety, applications is an emerging research area. This review presents an introduction to the field of VOC recognition by analytical methods and sensing by chemical sensors. The role of pattern recognition methods in the analysis of sensor array response is briefly discussed. Besides, the electronic nose (E-Nose) system (a bio-inspired prototype of the natural olfaction system by combining a chemical sensor array and pattern recognition methods) and its significance for VOCs recognition and sensing in different applications is explained. The study concludes current constraint and future prospects of VOC recognition and sensing in real-time applications.

Original languageEnglish
Pages (from-to)18-31
Number of pages14
JournalChemometrics and Intelligent Laboratory Systems
Volume185
DOIs
Publication statusPublished - Feb 15 2019

Fingerprint

Volatile Organic Compounds
Chemical sensors
Volatile organic compounds
Organic compounds
Pattern recognition
Sensor arrays
Biometrics

All Science Journal Classification (ASJC) codes

  • Analytical Chemistry
  • Software
  • Process Chemistry and Technology
  • Spectroscopy
  • Computer Science Applications

Cite this

Recognition and sensing of organic compounds using analytical methods, chemical sensors, and pattern recognition approaches. / Jha, Sunil Kr; Yadava, R. D.S.; Hayashi, Kenshi; Patel, Nilesh.

In: Chemometrics and Intelligent Laboratory Systems, Vol. 185, 15.02.2019, p. 18-31.

Research output: Contribution to journalReview article

@article{80750b7048ec49f59d676ffd076e1ad8,
title = "Recognition and sensing of organic compounds using analytical methods, chemical sensors, and pattern recognition approaches",
abstract = "Currently, the development of smart systems for recognition and sensing of volatile organic compounds (VOCs) in medical, agricultural, biometric, security and safety, applications is an emerging research area. This review presents an introduction to the field of VOC recognition by analytical methods and sensing by chemical sensors. The role of pattern recognition methods in the analysis of sensor array response is briefly discussed. Besides, the electronic nose (E-Nose) system (a bio-inspired prototype of the natural olfaction system by combining a chemical sensor array and pattern recognition methods) and its significance for VOCs recognition and sensing in different applications is explained. The study concludes current constraint and future prospects of VOC recognition and sensing in real-time applications.",
author = "Jha, {Sunil Kr} and Yadava, {R. D.S.} and Kenshi Hayashi and Nilesh Patel",
year = "2019",
month = "2",
day = "15",
doi = "10.1016/j.chemolab.2018.12.008",
language = "English",
volume = "185",
pages = "18--31",
journal = "Chemometrics and Intelligent Laboratory Systems",
issn = "0169-7439",
publisher = "Elsevier",

}

TY - JOUR

T1 - Recognition and sensing of organic compounds using analytical methods, chemical sensors, and pattern recognition approaches

AU - Jha, Sunil Kr

AU - Yadava, R. D.S.

AU - Hayashi, Kenshi

AU - Patel, Nilesh

PY - 2019/2/15

Y1 - 2019/2/15

N2 - Currently, the development of smart systems for recognition and sensing of volatile organic compounds (VOCs) in medical, agricultural, biometric, security and safety, applications is an emerging research area. This review presents an introduction to the field of VOC recognition by analytical methods and sensing by chemical sensors. The role of pattern recognition methods in the analysis of sensor array response is briefly discussed. Besides, the electronic nose (E-Nose) system (a bio-inspired prototype of the natural olfaction system by combining a chemical sensor array and pattern recognition methods) and its significance for VOCs recognition and sensing in different applications is explained. The study concludes current constraint and future prospects of VOC recognition and sensing in real-time applications.

AB - Currently, the development of smart systems for recognition and sensing of volatile organic compounds (VOCs) in medical, agricultural, biometric, security and safety, applications is an emerging research area. This review presents an introduction to the field of VOC recognition by analytical methods and sensing by chemical sensors. The role of pattern recognition methods in the analysis of sensor array response is briefly discussed. Besides, the electronic nose (E-Nose) system (a bio-inspired prototype of the natural olfaction system by combining a chemical sensor array and pattern recognition methods) and its significance for VOCs recognition and sensing in different applications is explained. The study concludes current constraint and future prospects of VOC recognition and sensing in real-time applications.

UR - http://www.scopus.com/inward/record.url?scp=85059653195&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85059653195&partnerID=8YFLogxK

U2 - 10.1016/j.chemolab.2018.12.008

DO - 10.1016/j.chemolab.2018.12.008

M3 - Review article

AN - SCOPUS:85059653195

VL - 185

SP - 18

EP - 31

JO - Chemometrics and Intelligent Laboratory Systems

JF - Chemometrics and Intelligent Laboratory Systems

SN - 0169-7439

ER -