DocumentCode :
2305141
Title :
Analysis of Real-Time Water Quality Monitoring Data Based on Matlab Software
Author :
Han Xiao-gang ; Huang Ting-lin
Author_Institution :
Sch. of Environ. & Municipal Eng., Xi´an Univ. of Archit. & Technol., Xi´an, China
Volume :
4
fYear :
2009
fDate :
19-21 May 2009
Firstpage :
414
Lastpage :
418
Abstract :
The real-time water quality monitoring network has been operational for water resource protection and water quality detection. It is useful for management plans of water utility and local authorities to realize change characteristic of water quality. In the paper, the principle of wavelet analysis widely used in dynamic data processing was introduced. In addition, the time series of three days´ continuous monitoring for some node residual chlorine was analyzed with the Daubechies wavelet. With the mother wavelet function ´db3´, the subjects were decomposed into 5 levels, and the original time series was reconstructed into the combination of high-frequency and low-frequency on various time scales. The results show that the day change of residual chlorine has a significant characteristic of two periods. The wavelet analysis can provide a very good representation of the change trend of residual chlorine time series and also put forward a new approach to the studies on the stage change of residual chlorine and the mid long term prediction for time series. Meanwhile, it also has a good application effect in the noise elimination and the determination of discontinuous point and abnormal value.
Keywords :
condition monitoring; environmental science computing; mathematics computing; water pollution; wavelet transforms; Daubechies wavelet; Matlab software; dynamic data processing; real-time water quality monitoring data; residual chlorine time series; water quality detection; water resource protection; water utility management plans; wavelet analysis; Continuous wavelet transforms; Data processing; Local government; Monitoring; Protection; Quality management; Software quality; Time series analysis; Water resources; Wavelet analysis; Matlab; real-time monitoring; water quality; wavelet analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Software Engineering, 2009. WCSE '09. WRI World Congress on
Conference_Location :
Xiamen
Print_ISBN :
978-0-7695-3570-8
Type :
conf
DOI :
10.1109/WCSE.2009.336
Filename :
5319586
Link To Document :
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