Title :
Identifing reservoir fluid properties in Daniudi Paleozoic gas field by fuzzy clustering analysis method
Author :
Zhao, Yonggang ; Chen, Liwen ; Li, Gongqiang ; Pan, Heping
Author_Institution :
Logging Co. of North China Pet. Boreau, SINOPEC, Xinxiang, China
Abstract :
The sandstone reservoir in Daniudi Paleozoic gas field in Ordos Basin belongs to low porosity and low permeability reservoirs. It is very difficulty to recognize reservoir fluid properties using well logs. In order to improve the accuracy of the identification of reservoir fluid properties, according to the actual geological conditions of reservoirs, four characteristic parameters of the reservoir fluid properties are extracted. Four parameters are porosity, water saturation, the ratio of formation resistivity and the resistivity calculated by acoustic log. The reservoir fluid properties had been automatically identified by Fuzzy Clustering Analysis (TATAL FUZZY ISODATA-TFI) method. The actual data processing results show that the application effect is better and coincidence rate is more than 85%.
Keywords :
computational fluid dynamics; data analysis; fuzzy set theory; hydrocarbon reservoirs; pattern clustering; permeability; porosity; Daniudi Paleozoic gas field; Ordos Basin; fuzzy clustering analysis method; low permeability reservoirs; low porosity reservoirs; reservoir fluid properties identification; reservoir geological conditions; sandstone reservoir; Acoustics; Conductivity; Fluids; Mathematical model; Permeability; Reservoirs; Fuzzy Cluster Analysis; characteristics parameters; fluid properties; gas reservoir;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2012 9th International Conference on
Conference_Location :
Sichuan
Print_ISBN :
978-1-4673-0025-4
DOI :
10.1109/FSKD.2012.6234262