DocumentCode
539577
Title
Analysis of Non-stationary and Extraction of Chaotic Characteristics about Logging Signals
Author
Chunyan, Nie ; Zhuwen, Wang ; Ting, Zhang
Author_Institution
GeoExploration Coll. of Sci. & Tech, Jilin Univ, Changchun, China
Volume
1
fYear
2011
fDate
6-7 Jan. 2011
Firstpage
474
Lastpage
477
Abstract
Traditional linear analysis methods are difficult to assess dynamics structure of logging signals and to reveal the intrinsic characteristics of the reservoir layer. In this paper, the analysis methods of non-stationary signals and the extraction methods of chaotic properties were given. The run-length method is adopted to verify non-stationary characteristics of real logging data, in the same time, the largest Lyapunov exponent of chaotic properties was extracted. The results showed that the logging signals have non-stationary and chaos properties.
Keywords
Lyapunov methods; chaos; geophysical signal processing; hydrocarbon reservoirs; well logging; Lyapunov exponent; chaotic characteristics; chaotic properties; linear analysis methods; logging data; logging signals; non-stationary signals; reservoir layer; run-length method; Chaos; Correlation; Eigenvalues and eigenfunctions; Feature extraction; Reservoirs; Time frequency analysis; Time series analysis; Chaos; Logging signals; Lyapunov exponent;
fLanguage
English
Publisher
ieee
Conference_Titel
Measuring Technology and Mechatronics Automation (ICMTMA), 2011 Third International Conference on
Conference_Location
Shangshai
Print_ISBN
978-1-4244-9010-3
Type
conf
DOI
10.1109/ICMTMA.2011.120
Filename
5720823
Link To Document