Development of Electronic Nose for early spoilage detection of potato and onion during post-harvest storage

Authors

  • Alokesh Ghosh Centre for Development of Advanced Computing (C-DAC), Kolkata
  • Tarun Kanti Ghosh Centre for Development of Advanced Computing
  • Somenath Das Centre for Development of Advanced Computing
  • Hena Ray Centre for Development of Advanced Computing
  • Debabandya Mohapatra Central Institute of Agricultural Engineering
  • Bharat Modhera Maulana Azad National Institute of Technology
  • Devdulal Ghosh Centre for Development of Advanced Computing
  • Suparna Parua Centre for Development of Advanced Computing
  • Souvik Pal Centre for Development of Advanced Computing
  • Shikha Tiwari Central Institute of Agricultural Engineering
  • Adinath Kate Central Institute of Agricultural Engineering
  • Manoj Kumar Tripathy Central Institute of Agricultural Engineering
  • Nabarun Bhattacharyya Centre for Development of Advanced Computing
  • Rajib Bandyopadhyay Jadavpur University

Keywords:

Electronic Nose (e-Nose), Volatile Organic Compound (VOC), Metal Oxide Semiconductor (MOS), Principal Component Analysis (PCA), Probabilistic Neural Network (PNN), Partial Least Square (PLS)

Abstract

Every year, roughly around one-third of the horticultural commodities worldwide are lost in post-harvest stages due to various abiotic stresses like temperature, humidity and water, and biotic stresses like pathogens, insects and pests. This calls for the need of continuous monitoring of health of stored fruits and vegetables for early detection of spoilage of these perishable and semi-perishable items. For all practical purposes, regular manual physical inspection of the storage area is not a feasible solution. Vegetable aging, spoilage and infection are associated with emission of volatile organic compounds (VOCs) often with foul odour. GC-MS based chemical analysis shows that vegetable effused VOCs during storage vary significantly and the concentration of VOCs increases with more degree of spoilage. Regular chemical analysis is not a practical solution because of high cost and lead time of such process. A probable alternative solution is rapid, low-cost, in-situ and online testing employing electronic nose (e-Nose). This study attempts a novel way of early detection of spoilage of stored potato and onion employing an e-Nose, named e-POT, designed and developed for the purpose. The study shows encouraging results and may further be exploited for making it suitable for commercial applications.

Author Biography

  • Alokesh Ghosh, Centre for Development of Advanced Computing (C-DAC), Kolkata

    Centre for Development of Advanced Computing, Plot-E2/1, Block-GP, Sector-V, Salt Lake, Kolkata-700091, India

electronic nose for potato degradation

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Published

2022-02-09

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Section

Articles

How to Cite

Development of Electronic Nose for early spoilage detection of potato and onion during post-harvest storage. (2022). Journal of Materials NanoScience, 9(2), 101-114. https://pubs.thesciencein.org/journal/index.php/jmns/article/view/281

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