Book description
Oil and gas companies have been dealing with large amounts of data much longer than most industries, and some energy analysts even refer to it as the "original big data industry." Now, with massive increases of seismic data, advances in network-attached devices, and a vast quantity of historical data on paper, the oil and gas space also presents one of today's most complex data science problems.
As this O'Reilly report reveals, the industry is working to add machine learning and predictive analytics in all phases of its exploration, production, refinement, and delivery operations. But it's still in the early adoption phase. While oil and gas has embraced the 'digital oilfield' concept, it's a cautious IT culture, with many companies waiting to see what others do first.
In this report, you'll learn how:
- Big data solutions from other industries can't be easily applied to oil and gas
- Much innovation is in the discovery and exploration phase, where risk and uncertainty are high
- Outside companies such as Hortonworks, SparkBeyond, and WellWiki are making a difference
- Oil companies now run some of the largest private supercomputing facilities in the world
- Security tools such as rapid detection are important to an industry with memories of the Stuxnet worm and Shamoon virus
Table of contents
-
1. Oil, Gas, and Data
- Introduction
- Overview
- Upstream
- Well Optimization and Mature Wells
- Remote Sensors and Network Attached Devices/I of T
- Security
- Health, Safety, and Environment
- High-Performance Computing and Beyond
- More Cloud and Mobile
- Midstream and Downstream
- Emerging Tech
- Summary
- Innovation in Tough Economic Times
- Post-Mortem
Product information
- Title: Oil, Gas, and Data
- Author(s):
- Release date: April 2015
- Publisher(s): O'Reilly Media, Inc.
- ISBN: 9781491922897
You might also like
book
A Profile of the Oil and Gas Industry, Second Edition
We know that the people of Mesopotamia were using crude oil as a tar for building …
book
Natural Gas Processing
Natural gas is considered the dominant worldwide bridge between fossil fuels of today and future resources …
book
Petroleum Production Systems
The Definitive Guide to Petroleum Production Systems–Now Fully Updated With the Industry’s Most Valuable New Techniques …
book
Petroleum Reservoir Engineering Practice
The Complete, Up-to-Date, Practical Guide to Modern Petroleum Reservoir Engineering This is a complete, up-to-date guide …