苹果内部品质自动化无损检测系统的原理与实现(英文)

    Principle and Implementation of Automatically Nondestructive Inspection System for Apple Internal Quality Based on Dielectric Property

    • 摘要: 介绍了一个苹果内部品质自动检测系统的原理性样机,该样机在计算机控制下基于介电特性实现苹果品质检测。待检测苹果的介电参数通过两只电容传感器和LCR(电感-电容-电阻)测量仪进行采样并输入样机内的控制计算机。选择等效电容(介电参数之一)作为苹果等级分类变量。对于一批待检测的苹果,其最佳分类阈值可通过对抽选出的合格和等外样本的在线学习获得。试验结果表明,该样机可获得良好的分类效果。在待检苹果直径为7.0 cm~8.5 cm,坏损部分的直径大于2 cm,电容传感器工作频率为1 kHz时,以学习得到的最佳分类阈值进行分类,分级正确率大于80%,分级效率达到2.5 s分选一个苹果,接近人工分选效率。

       

      Abstract: In this paper, a principle prototype based on the dielectric property for automatically inspecting the internal quality of apple is introduced. The dielectric parameters of inspected apple are sampled by means of two capacitive sensors and a Inductance-Capacitance-Resistance(LCR) instrument connected with the computer in the principle prototype. The equivalent capacitance of inspected apple, one of dielectric parameters, is used as characteristic for sorting. To a batch of apples, the optimal threshold for sorting can be obtained by on-line studying from some samples of high quality and bad quality apples. The study result indicates that the principle prototype can better classify the apple with different qualities. When the diameter of the inspected apple is between 7.0 cm to 8.5 cm and the diameter of defective part of a bad quality apple is larger than 2 cm, according to the optimal threshold obtained by studying, the accuracy for classifying is larger than 80% with 1 kHz working frequency of capacitive sensor, and its work-efficiency can attain one apple per 2.5 s being close to the efficiency of manual sorting.

       

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