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Monitoring of black tea fermentation process using electronic nose
Authors:Nabarun Bhattacharyya  Sohan Seth  Bipan Tudu  Pradip Tamuly  Arun Jana  Devdulal Ghosh  Rajib Bandyopadhyay  Manabendra Bhuyan
Affiliation:

aCentre for Development of Advanced Computing, Salt Lake, Kolkata 700 091, India

bDepartment of Instrumentation and Electronics Engineering, Jadavpur University, Kolkata 700 032, India

cDepartment of Bio-Chemistry, Tea Research Association, Jorhat, Assam, India

dDepartment of Electronics, Tezpur University, Tezpur, Assam, India

Abstract:Black tea fermentation is essentially an oxidation process. After the plucked tea leaves are treated by series of processes called withering (removal of moisture by air flow), pre-conditioning and CTC (essentially maceration and cutting of leaves), the leaves are subjected to the process of fermentation by exposing them to air by laying the cut tea leaves on floor, trough or moving conveyor under controlled temperature, humidity and air-flow conditions. During this process, the leaves change colour from green to coppery brown and the grassy smell gets transformed to floral smell. It is critical that the leaves be allowed to ferment only up to the desired limit and both under and over fermentation result in deteriorated quality of black tea. Out of the two detectable parameters (colour and smell), smell is very important since a strong, very specific fragrance emanates from the leaves once leaves are optimally fermented. A new electronic nose-based approach for monitoring of tea aroma during fermentation is proposed. Two methods namely the 2-Norm method (2NM) and the Mahalanobis distance method (MDM) were tested and the results were correlated with the results of colorimetric tests and human expert evaluation.
Keywords:Electronic nose  Fermentation  Sensors  Singular value decomposition (SVD)  2-Norm  Mahalanobis distance  CTC
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