首页|Evaluation of melon drying using hyperspectral imaging technique in the near infrared region

Evaluation of melon drying using hyperspectral imaging technique in the near infrared region

扫码查看
The evaluation of the melon drying process under different pretreatments using hyperspectral images in near infrared (HSI-NIR) is presented as a quick and non-destructive means. Hyperspectral images of melon slices (3.0 cm x 3.0 cm x 0.3 cm) were obtained for different drying times. Principal Component Analysis applied to the images of cross sections of the dried samples without pre-treatment indicated that the water evaporation occurred unidirectionally. PLS models were generated for each drying pretreatment condition according to the moisture content based on their respective reference values. Prediction errors (RMSEP) obtained for these models were 3.79; 3.69; 3.24 and 2.98% moisture content under the following conditions, respectively: no pretreatment, ultrasound, vacuum, and the combination of vacuum and ultrasound. Chemical maps reveal that the use of vacuum and the combination of vacuum and ultrasound result in uniform drying, corroborating the results obtained by the drying kinetic curve, indicating that these pretreatments facilitate water diffusion in the samples.

DryingMelonNear infraredPartial Least-Square (PLS)Hyperspectral imaging

Netto, Jose Marcelino S.、Honorato, Fernanda A.、Kurozawa, Louise E.、Barbin, Douglas F.、Azoubel, Patricia M.

展开 >

Univ Fed Pernambuco, Dept Engn Quim, Av Prof Arthur de Sa S-N,Cidade Univ, BR-50740521 Recife, PE, Brazil

Univ Estadual Campinas, Dept Engn Alimentos, Rua Monteiro Lobato 80,Cidade Univ, BR-13083862 Campinas, SP, Brazil

2021

LWT-Food Science & Technology

LWT-Food Science & Technology

ISSN:0023-6438
年,卷(期):2021.143
  • 16
  • 32