DocumentCode :
2085434
Title :
Purification of Axis Trace Based on Adaptive Generalized Morphological Filter
Author :
Zhang, Wenbin ; Wang, Hongjun ; Shen, Lu ; Cai, Qun ; Li, Junsheng
Author_Institution :
Eng. Coll., Honghe Univ., Mengzi, China
fYear :
2009
fDate :
17-19 Oct. 2009
Firstpage :
1
Lastpage :
5
Abstract :
To purify axis trace of turbine generator units, a novel approach was proposed based on the generalized morphological filter cascaded by different structure elements. Due to statistic bias of morphological filter, the output of open-closing filter is relatively small, but that of close-opening filter is contrary. Therefore, adaptive approach was employed to modify weights to realize the combined morphological filter. The ability of adaptive generalized morphological filter deals with different types of noise was discussed. Simulation and practical example show that adaptive generalized morphological filter has better performance compared with single morphological filter. The adaptive generalized morphological filter has good filtering effectiveness, simple algorithm and high calculating speed; it also has good on-site application value.
Keywords :
adaptive filters; statistical analysis; turbogenerators; adaptive generalized morphological filter; axis trace purification; cascaded filter; close-opening filter; open-closing filter; statistic bias; structure element; turbine generator unit; Adaptive filters; Filtering algorithms; Frequency; Mechanical engineering; Power system analysis computing; Power system faults; Purification; Statistics; Turbines; Wavelet domain;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-4129-7
Electronic_ISBN :
978-1-4244-4131-0
Type :
conf
DOI :
10.1109/CISP.2009.5301496
Filename :
5301496
Link To Document :
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