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Rapid determination of pit mud moisture content using hyperspectral imaging

机译:高光谱成像快速测定坑泥含量含量

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Lack of moisture can lead to the aging of pit mud, excessive moisture will make it difficult to maintain its shape or even collapse. Therefore, a rapid and nondestructive detection technology for moisture in pit mud using hyperspectral imaging was firstly investigated. Modeling efficiency of various processing was compared in visible (400–1,000?nm) and near‐infrared (900–1,700?nm) regions, and the optimal model was SNV‐SPA‐SVM in near‐infrared spectroscopy; the and RMSEP of model were .9953 and 0.0029, respectively. Furthermore, the distribution map showed that the moisture in the new cellar was generally lower than that of old, and the moisture distribution of the old pit mud was more even. Moreover, the moisture content of different layers in the same cellar increased from top to bottom. This work provides strong technical support for liquor brewing enterprises to effectively implement online monitoring of pit mud changes and open a new era for the application of hyperspectral imaging technology in the field of liquor solid‐state fermentation.
机译:缺乏水分可能导致坑泥的老化,过度的水分会使其难以保持其形状甚至塌陷。因此,首先研究了使用高光谱成像的坑泥浆中水分的快速和无损检测技术。将各种处理的建模效率进行比较(400-1,000?NM)和近红外(900-1,700·Nm)区域,最佳模型是近红外光谱的SNV-SPA-SVM;模型的和RMSEP分别为.9953和0.0029。此外,分布图表明,新地窖中的水分通常低于旧的水分,旧坑泥的水分分布均匀。此外,同一地窖中不同层的水分含量从上到下增加。这项工作为白酒酿造企业提供了强大的技术支持,以有效实施坑泥变化的在线监测,并开辟了一种新的时代,用于在液体固态发酵领域应用高光谱成像技术。

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