Quantification of sand fraction from seismic attributes using Neuro-Fuzzy approach

no code implementations • 23 Sep 2015 • Akhilesh K Verma, Soumi Chaki, Aurobinda Routray, William K. Mohanty, Mamata Jenamani

Though seismic data is helpful in extrapolation of reservoir properties away from boreholes; yet, it could be challenging to delineate thin sand and shale reservoirs using seismic data due to its limited resolvability.

Well Tops Guided Prediction of Reservoir Properties using Modular Neural Network Concept A Case Study from Western Onshore, India

no code implementations • 23 Sep 2015 • Soumi Chaki, Akhilesh K Verma, Aurobinda Routray, William K. Mohanty, Mamata Jenamani

The data set used in this study comprising three seismic attributes and well log data from eight wells, is acquired from a western onshore hydrocarbon field of India.