中国烟草科学
中國煙草科學
중국연초과학
CHINESE TOBACCO SCIENCE
2013年
4期
103-106
,共4页
王冬%闵顺耕%曹金莉%赵国民%秦小男
王鼕%閔順耕%曹金莉%趙國民%秦小男
왕동%민순경%조금리%조국민%진소남
近红外光谱%温度%烟草%总植物碱%模型
近紅外光譜%溫度%煙草%總植物堿%模型
근홍외광보%온도%연초%총식물감%모형
NIR spectroscopy%temperature%tobacco%total plant alkaloid%model
为深入研究温度对烟草总植物碱近红外模型的影响,分别在20、25、30和35℃的环境温度下采集烟草的近红外光谱,采用偏最小二乘算法建立总植物碱各温度的校正模型,并把温度作为建立校正模型的因素之一,建立了具有温度自动矫正能力的混合温度校正模型。结果发现,对于烟草中的总植物碱,采用与烟草样品温度相同或相近的模型对样品的近红外光谱进行预测,所得预测结果的准确度较高;混合温度校正模型对不同温度的样品具有较好的适应性。此结果对指导用近红外光谱法进行快速烟草分级、复烤具有较大意义。
為深入研究溫度對煙草總植物堿近紅外模型的影響,分彆在20、25、30和35℃的環境溫度下採集煙草的近紅外光譜,採用偏最小二乘算法建立總植物堿各溫度的校正模型,併把溫度作為建立校正模型的因素之一,建立瞭具有溫度自動矯正能力的混閤溫度校正模型。結果髮現,對于煙草中的總植物堿,採用與煙草樣品溫度相同或相近的模型對樣品的近紅外光譜進行預測,所得預測結果的準確度較高;混閤溫度校正模型對不同溫度的樣品具有較好的適應性。此結果對指導用近紅外光譜法進行快速煙草分級、複烤具有較大意義。
위심입연구온도대연초총식물감근홍외모형적영향,분별재20、25、30화35℃적배경온도하채집연초적근홍외광보,채용편최소이승산법건립총식물감각온도적교정모형,병파온도작위건립교정모형적인소지일,건립료구유온도자동교정능력적혼합온도교정모형。결과발현,대우연초중적총식물감,채용여연초양품온도상동혹상근적모형대양품적근홍외광보진행예측,소득예측결과적준학도교고;혼합온도교정모형대불동온도적양품구유교호적괄응성。차결과대지도용근홍외광보법진행쾌속연초분급、복고구유교대의의。
In order to further study the effect of temperature on NIR model of total plant alkaloid in tobacco, the NIR spectra of tobacco samples were collected under environmental temperatures of 20, 25, 30 and 35℃respectively. The calibration models of total plant alkaloid in tobacco under the 4 temperatures were developed by partial least square algorithm. Moreover, temperature being regarded as one of the factors during the development of the calibration models, the multi-temperature calibration model was developed which had the ability to rectify temperature automatically. The result indicated that for the ingredient of total plant alkaloid in tobacco, being predicted by calibration models developed by the same temperature or the similar temperature, an accurate prediction result could be acquired;moreover, the multi-temperature calibration model had a better feasibility to the samples under different temperatures. This finding, to some extent, is significant for the rapid tobacco grading and redrying by NIR spectroscopy.