Case Description
One of the major gas field contains over 5,000 wells in 2022, with 2,500 to 5,000 wells to drill for the next 5 years. The rapid development requires advanced capabilities in well placement, efficient drilling, swift reservoir assessment, effective hydraulic fracturing, continuous updates of static and dynamic models, rapid and accurate production forecasts. To build a collaborative platform for rigorous data management, geology-engineering integrated study, reservoir diagnosis and responsive management is imperative.
Enterprise-Level Data Lakehouse
Preprocessing module functionalities and algorithms
Cluster analysis, ML, and deep learning(DL) algorithms
Pre-trained and user-defined AI interpretation system