Title :
A concentration measurement method for flue gas of nature gas combustion base on spectral analysis
Author :
Hui, Cao ; Luona, Hu ; Yan, Zhou ; Yanbin, Zhang
Author_Institution :
Sch. of Electr. Eng., Xi´´an J iaotong Univ., Xi´´an, China
Abstract :
This paper proposed a concentration measurement method for flue gas of nature gas combustion based on the spectral analysis. According to the regression coefficients and prediction errors distribution of partial least squares (PLS) model, the proposed method could finish the wave number selection and the outlier spectra detection simultaneously. In order to demonstrate the usefulness of the proposed method, a spectral data of flue gas, which was measured in the combustion process of nature gas, was used in the experiments. Experimental results verify that the proposed method can significantly decrease the number of selected wave number, reduce model complexity and also effectively detect outlier spectra. The established model is more accurate and robust.
Keywords :
chemical variables measurement; combustion; flue gases; least squares approximations; natural gas technology; regression analysis; spectral analysis; PLS model; concentration measurement method; error distribution prediction; flue gas; nature gas combustion; outlier spectra detection; partial least squares model; reduce model complexity; regression coefficients; spectral analysis; spectral data; wave number selection; Carbon; Combustion; Educational institutions; Pollution measurement; Predictive models; Spectral analysis; Training; Concentration measurement; Nature gas; Outlier spectra detection; Spectral analysis; Wave number selection;
Conference_Titel :
Control Conference (CCC), 2012 31st Chinese
Conference_Location :
Hefei
Print_ISBN :
978-1-4673-2581-3