Quality control of hazelnuts by means of NMR measurements

1st Workshop on Metrology for Agriculture and Forestry

农业科学;数学

Di Caro, D.^1 ; Liguori, C.^1 ; Pietrosanto, A.^1 ; Sommella, P.^1

Department of Industrial Engineering, University of Salerno, Fisciano (SA), Italy^1

关键词: Classification procedure;    International organizations;    Kernel development;    Line classification;    Low-field NMR;    NMR measurements;    Quality requirements;    Transverse relaxation;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/275/1/012010/pdf
DOI  :  10.1088/1755-1315/275/1/012010

学科分类：农业科学（综合）

来源: IOP

【 摘 要 】

Hazelnuts are widely used in the confectionary industry for their flavour and taste. In order to guarantee a suitable level of quality, several standards have been defined by international organizations and producing countries. They define the minimum quality requirements of the fruits in terms of dimension, aspect, level of moisture, hidden defects. In this framework, our proposal is related to the set-up of an in-line classification system, based on low field NMR, able to detect the hidden defects of the hazelnuts. The proposed classification procedure is based on the CPMG sequence and the analysis of the transverse relaxation decay. The procedure includes three steps in which different features are detected: (i) moisture content, (ii) kernel development and (iii) healthy detection (presence of mould). Experimental results showed a very good capability to correctly detect the hidden defects, obtaining a sensitivity of 95%, with a specificity (correct detection of the healthy hazelnuts) around the 80%.