首页> 外文会议>Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on >A new multi-wavelength analysis method for estimation of total organic carbon in urban wastewater using UV/Vis spectrometry
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A new multi-wavelength analysis method for estimation of total organic carbon in urban wastewater using UV/Vis spectrometry

机译:紫外/可见光谱法估算城市废水中总有机碳的多波长分析新方法

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Total organic carbon (TOC) is an important parameter to evaluate the organic pollution of water. A novel method to rapidly detect TOC of wastewater with UV/Vis spectroanalysis is presented in this paper. UV/Vis absorption spectra in the range of 250/spl sim/450 nm were utilised for regression and prediction. Multi-wavelength regression procedure was discussed, and boosting method was used to improve the accuracy of prediction. Experiments show that better prediction result can be gained by this adaptive method than by the traditional regression algorithms, such as PLS, non-linear PLS and RBF neural network. Meanwhile, the improved regression model shows a good correlation between the estimated TOC values and the chemical analysis values.
机译:总有机碳(TOC)是评估水的有机污染的重要参数。本文提出了一种利用紫外/可见光谱法快速检测废水中总有机碳的新方法。 250 / spl sim / 450 nm范围内的UV / Vis吸收光谱用于回归和预测。讨论了多波长回归程序,并采用增强方法提高了预测的准确性。实验表明,与传统的回归算法(如PLS,非线性PLS和RBF神经网络)相比,该自适应方法可以获得更好的预测结果。同时,改进的回归模型显示出估算的TOC值与化学分析值之间具有良好的相关性。

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