利用脉冲红外热成像技术无损检测苹果机械损伤

IF 0.9 4区 材料科学 Q4 MATERIALS SCIENCE, CHARACTERIZATION & TESTING
Sen Wang, Xin Huang, Bin Wang, Tao Peng, Chiwu Bu
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引用次数: 0

摘要

在采摘、储存和运输过程中,水果之间的碰撞会造成机械损伤,降低水果的整体质量。为了保证水果的质量,有必要对水果进行无损检测。研究了一种利用脉冲红外热像仪(PIRT)对苹果早期机械损伤进行无损评价的方法。对苹果进行热激发,用红外摄像机捕捉温度差异。采用快速傅里叶变换、主成分分析和形态学算法对图像进行处理和分析。实验结果表明,形态学算法在缺陷边缘检测方面优于其他算法,能够清晰地识别缺陷特征,降低噪声干扰。为苹果机械损伤提供高效、准确的无损检测解决方案,对提高农产品质量、延长农产品保质期具有重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Nondestructive Detection of Mechanical Damages in Apples Using Pulsed Infrared Thermography

Nondestructive Detection of Mechanical Damages in Apples Using Pulsed Infrared Thermography

Nondestructive Detection of Mechanical Damages in Apples Using Pulsed Infrared Thermography

During the picking, storage, and transportation processes, collisions between fruits can cause mechanical damage and reduce the overall quality of the fruit. In order to ensure the quality of fruits, it is necessary to carry out nondestructive testing on fruits. This paper investigates a method for nondestructive evaluation (NDE) of early mechanical damage in apples using pulsed infrared thermography (PIRT). Thermal excitation was applied to apples, and temperature differences were captured with an infrared camera. Fast Fourier transform, principal component analysis, and morphological algorithms were used to process and analyze the images. The experimental results show that the morphological algorithm performs better than other algorithms in defect edge detection, enabling clear identification of defect features and reducing noise interference. We provide an efficient and accurate NDE solution for mechanical damage in apples, which is significant for improving the quality of agricultural products and extending their shelf life.

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来源期刊
Russian Journal of Nondestructive Testing
Russian Journal of Nondestructive Testing 工程技术-材料科学:表征与测试
CiteScore
1.60
自引率
44.40%
发文量
59
审稿时长
6-12 weeks
期刊介绍: Russian Journal of Nondestructive Testing, a translation of Defectoskopiya, is a publication of the Russian Academy of Sciences. This publication offers current Russian research on the theory and technology of nondestructive testing of materials and components. It describes laboratory and industrial investigations of devices and instrumentation and provides reviews of new equipment developed for series manufacture. Articles cover all physical methods of nondestructive testing, including magnetic and electrical; ultrasonic; X-ray and Y-ray; capillary; liquid (color luminescence), and radio (for materials of low conductivity).
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