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14th Biennial International Conference SPG 2023

Advance approach for differentiation of Fresh water and Hydrocarbon using of AI/ML technique in integration of Saturation Height Modelling of complex clastic: Assam and Assam Arakan Basin, India.

Published in GEOHORIZONS - 2023

  • Vol. Vol.29 No.2, Page 1
  • ISSN NO :
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Mohan Satpute (Oil and Natural Gas Corporation Ltd.), Manoj Kumar (Oil and Natural Gas Corporation Ltd.) and Shanu Batra (Halliburton)

Abstract


The permeability of the Pliocene Sandstone reservoirs of the Tipam Formation has been modelled through a thorough investigation of various petrophysical attributes. To achieve this, petrophysical zone attribute calculations were carried out on processed logs of all available wells, while facies identification was performed through conventional log studies of some key wells, and porositypermeability relationships were established through the flow unit concept by the aid of core data available in a single well.

Keywords


Core data integration, Machine Learning, Saturation Height Modelling.

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