FEASIBILITY OF NEAR-INFRARED INSPECTION TO ASSESS THE PROTEIN CONTENT OF SINGLE RICE KERNELS

Chia-Ti Wu; Fu-Ming Lu; Lian-Hsiung Lin; Chia-Lin Chou; Cheng-Long Chuang; Joe-Air Jiang; Yeun-Chung Lee

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FEASIBILITY OF NEAR-INFRARED INSPECTION TO ASSESS THE PROTEIN CONTENT OF SINGLE RICE KERNELS

机译：近红外检查的可行性评估单米内核的蛋白质含量

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The main objective of this research was to investigate the feasibility of using a low-cost near-infrared inspection system to rapidly determine the protein content of single rice kernels. We used a near-infrared system with low-cost band-pass filters and varying wavelengths of 890, 910, 920, 990, and 1,014 nm to inspect single rice kernels. We then applied a fuzzy inference system (FIS) to convert measurement values into protein content values for individual kernels. The experimental results were verified by comparing the predicted protein quantities with standard values obtained using a spectrophotometer at a wavelength below 595 nm. The average and median error rates of the proposed rapid inspection technique were 10% and 5%, respectively. The near-infrared inspection system has a processing capacity of 730 samples per second per chute channel. We concluded that this system could be utilized with a high processing capacity to perform quality inspection of single rice kernels.

机译：本研究的主要目的是调查使用低成本近红外检测系统的可行性来快速确定单米粒的蛋白质含量。我们使用具有低成本带通滤波器的近红外系统，以及890,910,920,990和1,014nm的不同波长以检查单米内核。然后，我们应用了模糊推理系统（FIS）以将测量值转换为单个核的蛋白质内容值。通过将预测的蛋白质量与在595nm的波长下的分光光度计获得的标准值进行比较来验证实验结果。所提出的快速检查技术的平均值和中值率分别为10％和5％。近红外检测系统每秒每秒730个样品的处理能力。我们得出结论，该系统可用于高处理能力，以对单米内核进行质量检验。

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来源
《農業機械學刊》 |2016年第4期|共15页
作者
Chia-Ti Wu; Fu-Ming Lu; Lian-Hsiung Lin; Chia-Lin Chou; Cheng-Long Chuang; Joe-Air Jiang; Yeun-Chung Lee;
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作者单位

Department of Bio-Industrial Mechatronics Engineering National Taiwan University;

Department of Bio-Industrial Mechatronics Engineering National Taiwan University;

Department of Biomechatronic Engineering National Ilan University;

Department of Bio-industrial Mechatronics Engineering National Taiwan University;

IoT Solutions Architect Intel Corporation;

Department of Bio-Industrial Mechatronics Engineering National Taiwan University;

Department of Bio-Industrial Mechatronics Engineering National Taiwan University;

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原文格式 PDF
正文语种 chi
中图分类农业机械及农具;
关键词
Near-infrared inspection; Protein content; Rice kernel; Fuzzy inference system;

机译：近红外检查;蛋白质含量;米内核;模糊推理系统;

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专利

1. FEASIBILITY OF NEAR-INFRARED INSPECTION TO ASSESS THE PROTEIN CONTENT OF SINGLE RICE KERNELS [J] . Chia-Ti Wu, Fu-Ming Lu, Lian-Hsiung Lin, 農業機械學刊 . 2016,第1a4期

机译：近红外检查的可行性评估单米内核的蛋白质含量
2. A study on high-speed sorting of single-kernel brown rice using near-infrared spectroscopy (Part 1) - accuracy of constituent content determination by the developed continuous high-speed single-kernel brown rice sorting machine [J] . Motoyasu Natsuga, Akitoshi Nakamura, Sumio Kawano 配管·装置·プラント技術 . 2002,第1期

机译：利用近红外光谱法对单仁糙米进行高速分选的研究（第1部分）-通过开发的连续高速单仁糙米分选机测定成分含量的准确性
3. A study on high-speed sorting of single-kernel brown rice using near-infrared spectroscopy (Part 2) - accuracy of constituent content determination by the developed continuous high-speed single-kernel brown rice sorting machine [J] . Motoyasu Natsuga, Akitoshi Nakamura, Sumio Kawano 配管·装置·プラント技術 . 2002,第1期

机译：近红外光谱（第2部分）高速分选单籽仁糙米的高速分选 - 开发的连续高速单粒棕色稻米分选机构的组成含量测定精度
4. A COMBINE-MOUNTED NIR SPECTROSCOPY-BASED SENSOR FOR SINGLE RICE KERNEL PROTEIN CONTENT MEASUREMENT [C] . N. Oido, M. Iida, M. Umeda International Conference on Automation Technology for Off-Road Equipment . 2004

机译：基于组合的基于NIR光谱的传感器，用于单米核蛋白质含量测量
5. The determination of single wheat kernel color class using visible and near-infrared reflectance. [D] . Wang, Donghai. 1997

机译：使用可见和近红外反射率确定单个小麦籽粒的颜色等级。
6. Protein content prediction in single wheat kernels using hyperspectral imaging [O] . Nicola Caporaso, Martin B. Whitworth, Ian D. Fisk -1

机译：使用高光谱成像预测单个小麦籽粒中的蛋白质含量
7. Statistical Analysis of Amylose and Protein Content in Breeding Line Rice Germplasm Collected from East Asian Countries Based on Near-infrared reflectance spectroscopy [O] . Sejong Oh, Yu Mi Choi, Hyemyeong Yoon, 2019

机译：基于近红外反射光谱法从东亚国家收集的育种水稻种质中的直链淀粉和蛋白质含量的统计分析

FEASIBILITY OF NEAR-INFRARED INSPECTION TO ASSESS THE PROTEIN CONTENT OF SINGLE RICE KERNELS

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