| 基于近红外光谱的透平油微量水分检测 |
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| 引用本文： | 侯明明,喻其炳,焦昭杰,李川. 基于近红外光谱的透平油微量水分检测[J]. 重庆工商大学学报(自然科学版), 2012, 29(3): 94-98 |
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| 作者姓名： | 侯明明 喻其炳 焦昭杰 李川 |
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| 作者单位： | 重庆工商大学废油资源化技术与装备教育部工程研究中心,重庆,400067 |
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| 基金项目： | 国家自然科学基金，重庆市科技计划项目 |
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| 摘 要： | 传统的石油产品水分检测存在试剂有毒、操作复杂、测量时间长、受环境影响大、满足不了在线快速检测等问题;在此利用近红外光谱快速测定透平油中微量水分,利用关联向量机对测定的光谱数据进行建模,实验结果表明:最大绝对误差和均方根误差分别为20.99×10-6(V/V)、11.11×10-6(V/V),说明该模型具有较高的预测能力,对实现透平油微量水分的快速检测具有重要意义。
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| 关 键 词： | 透平油 近红外光谱 微量水分 关联向量机 |
Near Infrared Spectroscopy Measurement of Moisture Content in Turbine Oil Using Relevance Vector Machines |
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| HOU Ming-ming,YU Qi-bing,JIAO Zhao-jie,LI Chuan. Near Infrared Spectroscopy Measurement of Moisture Content in Turbine Oil Using Relevance Vector Machines[J]. Journal of Chongqing Technology and Business University:Natural Science Edition, 2012, 29(3): 94-98 |
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| Authors: | HOU Ming-ming YU Qi-bing JIAO Zhao-jie LI Chuan |
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| Affiliation: | (Engineering Research Center for Waste Oil Recovery Technology and Equipment of Ministry of Education,Chongqing Technology and Business University,Chongqing 400067,China) |
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| Abstract: | There are evident limitation in traditionas,l measurement of moisture content in oils,such as poisonous reagent,complicated operations,time-consuming,susceptible to environmental inteferences and unable on-line quick measurement.A fast determination of the moisture contend in turbine oil by near infrared spectroscopy... |
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| Keywords: | :turbine oil near infrared spectroscopy moisture content relevance vector machine |
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