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Updated: Jul 26, 2025

O-cresol Concentration Online Measurement Based On Near Infrared Spectroscopy Via Partial Least Square Regression
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使用一维卷积自编码器和近红外光谱仪检测玉米核中的蛋白质,粉,油和水分含量

Ozcan Cataltas1, Kemal Tutuncu1

  • 1Faculty of Technology, Selcuk University, Konya, Turkey.

PeerJ. Computer science
|June 22, 2023
PubMed
概括

一种使用卷积自编码器与近红外光谱学的新深度学习方法准确地分析了玉米核的组成. 这种方法减少了光谱特征,改善了蛋白质,水分,油和粉含量的分析.

关键词:
谷物分析 谷物分析化学测量 化学测量 化学测量卷积式自动编码器 卷积式自动编码器多重线性回归的多重线性回归.近红外光谱学近红外光谱学

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