Title :
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
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;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5931-5
DOI :
10.1109/FSKD.2010.5569187
