Data/hora: 12/06/2024 07:12:14

Provedor de dados: | Agricultural Engineering International : The CIGR e-journal
País: | China
Título: | Classification of Banana Fruit Maturity using zNose
Autores: | P, Rajkumar; C, Dr. Indu Rani; N, Dr.Wang; G.S.V, Dr. Raghavan.
Data: | 2015-12-29
Ano: | 2015
Palavras-chave: | E-Nose/Z-Nose; Banana fruits; Maturity; Ripening; PCA; MLR.
Resumo: | A study was undertaken to classify the banana fruits based on their ripening/maturity by using zNose flavour detection technique. The quality parameters of banana fruits viz., respiratory quotient (RQ), total soluble solids (TSS), moisture content and firmness at each ripening/maturity stage were determined and the results were correlated with zNose flavour data. The principal component analysis (PCA) was used to identify the ripening/maturity stages of banana fruits and also to test the variability of the observed data. By using multiple linear regression (MLR), models were established to predict the fruit quality parameters. The coefficient of determination (r2) corresponding to the predicted respiratory quotient, total soluble solids, moisture content and firmness were found to be 0.93, 0.94, 0.96 and 0.95, respectively, signifying better prediction of the banana fruits into different ripening/maturity stages.
Tipo: | Info:eu-repo/semantics/article
Idioma: | Inglês
Identificador: | http://www.cigrjournal.org/index.php/Ejounral/article/view/3359
Editor: | International Commission of Agricultural and Biosystems Engineering

Relação:

http://www.cigrjournal.org/index.php/Ejounral/article/view/3359/2271

http://www.cigrjournal.org/index.php/Ejounral/article/downloadSuppFile/3359/1205

Formato: | application/pdf

Fonte:

Agricultural Engineering International: CIGR Journal; Vol 17, No 4 (2015): CIGR Journal; 389-396

1682-1130

Fonte: | Copyright (c) 2015 Agricultural Engineering International: CIGR Journal