Machine Learning in the Oil and Gas Industry: Including Geosciences, Reservoir Engineering, and Production Engineering with Python

© Yogendra Narayan Pandey, Ayush Rastogi, Sribharath Kainkaryam, Srimoyee Bhattacharya, and Luigi Saputelli 2020

Y. N. Pandey et al.Machine Learning in the Oil and Gas Industry https://doi.org/10.1007/978-1-4842-6094-4_5

5. Geomodeling

Yogendra Narayan Pandey¹ , Ayush Rastogi², Sribharath Kainkaryam¹, Srimoyee Bhattacharya¹ and Luigi Saputelli¹

(1)

Houston, TX, USA

(2)

Denver, CO, USA

 

Geomodeling is an important step in the process of exploration and production planning. Geomodeling is performed after developing an understanding of the structural framework of the reservoir using the information extracted during seismic interpretation. A three-dimensional (3D) grid is created by using the horizons and faults defined by the structural framework. This ...