DocumentCode
1572803
Title
A new multi-wavelength analysis method for estimation of total organic carbon in urban wastewater using UV/Vis spectrometry
Author
Wu, Xiaoli ; Wu, Tiejun
Author_Institution
Nat. Lab. of Ind. Control Technol., Zhejiang Univ., Hangzhou, China
Volume
4
fYear
2004
Firstpage
3362
Abstract
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∼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.
Keywords
carbon; learning (artificial intelligence); regression analysis; spectral analysis; wastewater; water pollution measurement; UV-Vis spectrometry; multiwavelength analysis; organic pollution; regression model; total organic carbon; urban wastewater; Boosting; Carbon dioxide; Decision making; Environmentally friendly manufacturing techniques; Industrial control; Industrial pollution; Intelligent systems; Laboratories; Spectroscopy; Wastewater;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN
0-7803-8273-0
Type
conf
DOI
10.1109/WCICA.2004.1343164
Filename
1343164
Link To Document