Time-lapse seismic interpretation based on fuzzy theory

Author

Liu, Qicheng ; Guo, Yanyan ; Lü, Hongwei

Author_Institution

Sch. of Comput. Sci. & Technol., Yantai Univ., Yantai, China

Volume

3

fYear

2010

fDate

10-12 Aug. 2010

Firstpage

1402

Lastpage

1404

Abstract

Fuzzy theory is applied in the time-lapse seismic system, considering the fuzziness of exploration data and geological information. A new fuzzy clustering method is introduced; it requires only that the degree of fineness of clustering be set. The method provided valuable information for geological interpretation. And then how high-level of object-oriented concepts can be used to provide a generic, portable and fuzzy logic framework is described. Relevant design patterns and architectures are identified.

Keywords

fuzzy logic; fuzzy set theory; geology; geophysical prospecting; geophysics computing; inference mechanisms; object-oriented methods; pattern clustering; seismology; design architectures; design patterns; exploration data; fuzzy clustering method; fuzzy logic framework; fuzzy theory; geological information; geological interpretation; object-oriented concepts; time-lapse seismic interpretation; Buildings; Fuzzy logic; Fuzzy systems; Geology; Object oriented modeling; Reservoirs; Software; design patterns; fuzzy clustering; time-lapse seismic;

fLanguage

English

Publisher

ieee

Conference_Titel

Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on

Conference_Location

Yantai, Shandong

Print_ISBN

978-1-4244-5931-5

Type

conf

DOI

10.1109/FSKD.2010.5569187

Filename

5569187