DocumentCode :
2597379
Title :
Study on time-varying effects of monitoring data for dam based on the wavelet and EMD
Author :
Zhang Zhijun ; Gu Chongshi
Author_Institution :
Coll. of Water Conservancy & Hydropower Eng., Hohai Univ., Nanjing, China
fYear :
2009
fDate :
6-7 April 2009
Firstpage :
1
Lastpage :
5
Abstract :
The combined method of wavelet and EMD is used to analyze the time-varying effect of the dam monitoring data. According to some projects, it can be concluded that the curve shapes of the time-varying effect components of the dam safety monitoring data separated by the different wavelet bases are inconsistent; The smoothness of the form of the monitoring data denoising by the wavelet are different, while the forms of the time effect trend components of are more consistent and are more similar to the practical ones, when the dam safety monitoring data denoising have separated by the EMD; The wavelet denoising has reduced the decomposition layers of the dam safety monitoring data and the accumulative end errors on later decomposition. This method improves a lot in the precision of the separation of the time-varying effect components of the dam safety monitoring data, providing more direct analysis and effective support for the state´s assessment of the working dam.
Keywords :
dams; safety; signal denoising; wavelet transforms; curve shapes; dam safety monitoring data; decomposition layers; empirical mode decomposition; monitoring data denoising; time-varying effects; wavelet denoising; Data analysis; Information analysis; Monitoring; Noise reduction; Safety; Shape; Water conservation; Water storage; Wavelet analysis; Wavelet transforms; EMD; dam safety monitoring; the time-varying effects; wavelet base;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Sustainable Power Generation and Supply, 2009. SUPERGEN '09. International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-4934-7
Type :
conf
DOI :
10.1109/SUPERGEN.2009.5347921
Filename :
5347921
Link To Document :
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