Machine Learning in the Oil and Gas Industry
Yogendra Narayan Pandey, Ayush Rastogi, Sribharath Kainkaryam, Srimoyee Bhattacharya, Luigi Saputelli
Abstract
This book shows how to apply machine and deep learning to solve some of the challenges in the oil and gas industry. It begins with a brief discussion of the oil and gas exploration and production life cycle in the context of data flow through the different stages of industry operations.
Topics & Concepts
Petroleum industryContext (archaeology)Petroleum engineeringProduction (economics)Fossil fuelEngineeringManufacturing engineeringComputer scienceArtificial intelligenceEconomicsWaste managementHistoryEnvironmental engineeringMacroeconomicsArchaeologyReservoir Engineering and Simulation MethodsOil and Gas Production Techniques