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14th Biennial International Conference SPG 2023

Static Model Building Using Artificial Intelligence and Machine Learning Techniques

Published in GEOHORIZONS - 2023

  • Vol. Vol.29 No.2, Page 1
  • ISSN NO :
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Abhijith C A , Satadal S R, Shaktimatta S, Sara B, Balaji C

Abstract


Conventional Static models are built by integrating Seismic, Geological, Petrophysical and Reservoir data using a geotechnical software. This case study, from a mature field in India, demonstrates building of an artificial intelligence driven static model. Machine learning and data automation techniques were used in analysing and processing of well log data, depth surfaces, well tops, and convert them into properties such as facies, porosity, saturation, and NTG

Keywords


Static Modelling, Volumetrics, Rock typing, machine learning, Artificial intelligence

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