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玉米秸秆饲料营养成分NIRS在线检测
引用本文:薛俊杰,韩鲁佳,杨增玲,沈广辉,刘雨晨. 玉米秸秆饲料营养成分NIRS在线检测[J]. 农业机械学报, 2016, 47(7): 216-223
作者姓名:薛俊杰  韩鲁佳  杨增玲  沈广辉  刘雨晨
作者单位:中国农业大学,中国农业大学,中国农业大学,中国农业大学,中国农业大学
基金项目:“十二五”国家科技支撑计划项目(2014BAD08B11-2)、国家自然科学基金项目(31471407)和公益性行业(农业)科研专项(201003063)
摘    要:玉米秸秆本身营养成分含量低,需作为粗饲料和其它饲料混合生产全混合日粮或经黄贮等技术工艺改善其品质。为在利用和改善处理过程中对其营养成分含量进行实时检测,采用217个玉米秸秆样品,利用优化后的近红外在线光谱采集系统,探索了利用近红外光谱技术在线检测玉米秸秆水分、粗蛋白、酸性洗涤纤维和可溶性糖等营养成分含量的可行性。研究结果表明利用近红外光谱技术可以实现对玉米秸秆饲料营养成分的定量分析。水分、粗蛋白、酸性洗涤纤维、可溶性糖含量模型的相对标准偏差和相对分析误差分别为9.03%和1.97、11.36%和2.31、3.75%和2.02、16.18%和3.61。

关 键 词:玉米秸秆   营养成分   在线检测   近红外光谱
收稿时间:2015-12-18

On-line Measurement of Nutrient Content of Corn Stover Using NIRS
Xue Junjie,Han Luji,Yang Zengling,Shen Guanghui and Liu Yuchen. On-line Measurement of Nutrient Content of Corn Stover Using NIRS[J]. Transactions of the Chinese Society for Agricultural Machinery, 2016, 47(7): 216-223
Authors:Xue Junjie  Han Luji  Yang Zengling  Shen Guanghui  Liu Yuchen
Affiliation:China Agricultural University,China Agricultural University,China Agricultural University,China Agricultural University and China Agricultural University
Abstract:Corn stover contains abundant nutrients for animals and it is the main source of roughage for large domestic animals. To guarantee the quality of feed, the on line measurement of the nutrient content of corn stover is essential when it is being used as a roughage feed or a raw material for silage. In the present study, the on line determination of moisture, crude protein (CP), acid detergent fiber (ADF) and water soluble carbohydrate (WSC) of corn stover was investigated using near infrared spectroscopy (NIRS) operating over a conveyor belt moving at 20cm/s. The distance between the sample surface and the scanning window was 100mm. The 217 corn stover samples, collected from three provinces of China, were crushed to not more than 5cm for spectral analysis. The relative standard deviation (RSD) and ratio of standard error of performance to standard deviation (RPD) of the models developed for moisture, CP, ADF and WSC were 9.03% and 1.97, 11.36% and 2.31, 3.75% and 2.02 and 16.18% and 3.61, respectively. The results showed that it was feasible to determine the moisture, CP, ADF and WSC contents of corn stover using on-line NIRS, which would help raise the efficiency of nutrient measurement and thus guarantee the quality of feed. The sensitive bands of the models were investigated, which could help to simplify the models and thus reduce the cost of the specific spectrometers for practical application.
Keywords:corn stover   nutrient content   on-line measurement   near infrared spectroscopy
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