| 污水化学需氧量近红外光谱分析的波段选择 |
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| 引用本文： | 陈维维,潘涛,廖辛炎. 污水化学需氧量近红外光谱分析的波段选择[J]. 佳木斯大学学报, 2011, 0(3): 370-371,378 |
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| 作者姓名： | 陈维维 潘涛 廖辛炎 |
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| 作者单位： | 暨南大学光电信息与传感技术广东普通高校重点实验室;暨南大学信息科学技术学院;广西博庆食品有限公司; |
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| 基金项目： | 国家自然科学基金(10771087,61078040); 广东省科技计划粤港重点领域招标项目(2007A020905001) |
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| 摘 要： | 采用近红外透射光谱和移动窗口偏最小二乘(MWPLS)方法,建立污水化学需氧量(COD)近红外光谱分析的优化模型最优模型的对应波段为820-850nm,采用波长点个数为16,PLS因子数、RMSEP、Rp分别为13,25.5mg/L,0.968,预测相关很高,其预测效果明显优于全谱模型,并且采用的波长点个数远远优于全谱波...
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| 关 键 词： | 污水 COD 近红外光谱分析 MWPLS 波段选择 |
Waveband Selection for Near-Infrared Spectroscopy Analysis of Chemical Oxygen Demand in Wastewater |
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| CHEN Wei-wei,,PAN Tao,LIAO Xin-Yan,Guangzhou ,China,.College of Information Science , Technology,Jinan University,.Guangxi Boqing Food Co.LTD.,Yizhou ,China). Waveband Selection for Near-Infrared Spectroscopy Analysis of Chemical Oxygen Demand in Wastewater[J]. Journal of Jiamusi University(Natural Science Edition), 2011, 0(3): 370-371,378 |
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| Authors: | CHEN Wei-wei PAN Tao LIAO Xin-Yan Guangzhou China .College of Information Science Technology Jinan University .Guangxi Boqing Food Co.LTD. Yizhou China) |
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| Affiliation: | CHEN Wei-wei1,2,PAN Tao1,LIAO Xin-Yan3(1.Key Laboratory of Optoelectronic Information and Sensing Technologies of Guangdong Higher Educational Institutes(Jinan University),Guangzhou 510632,China,2.College of Information Science and Technology,Jinan University,3.Guangxi Boqing Food Co.LTD.,Yizhou 546300,China) |
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| Abstract: | The optimal model for chemical oxygen demand(COD) in wastewater was founded by near-infrared spectroscopy analysis combined with moving window partial least squares(MWPLS) method.According to the prediction effect,the optimal model was selected,and the corresponding waveband,number of adopted wavelengths,PLS factor,RMSEP,RP were 820-850nm,16,13,25.5 mg/L,and 0.968 respectively,which was obviously superior to the optimal PLS model on the whole spectral collecting region.The result indicated that the MWPLS me... |
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| Keywords: | wastewater COD near-infrared spectroscopy analysis MWPLS waveband selection |
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