Home Page Icon
Home Page
Table of Contents for
Harness Oil and Gas Big Data with Analytics
Close
Harness Oil and Gas Big Data with Analytics
by Keith Holdaway
Harness Oil and Gas Big Data with Analytics: Optimize Exploration and Production with Data Driven Models
Preface
Chapter 1: Fundamentals of Soft Computing
Current Landscape in Upstream Data Analysis
Evolution from Plato to Aristotle
Descriptive and Predictive Models
The SEMMA Process
High-Performance Analytics
Three Tenets of Upstream Data
Exploration and Production Value Propositions
Oilfield Analytics
I am a . . .
Notes
Chapter 2: Data Management
Exploration and Production Value Proposition
Data Management Platform
Array of Data Repositories
Structured Data and Unstructured Data
Extraction, Transformation, and Loading Processes
Big Data Big Analytics
Standard Data Sources
Case Study: Production Data Quality Control Framework
Best Practices
Notes
Chapter 3: Seismic Attribute Analysis
Exploration and Production Value Propositions
Time-Lapse Seismic Exploration
Seismic Attributes
Reservoir Characterization
Reservoir Management
Seismic Trace Analysis
Case Study: Reservoir Properties Defined by Seismic Attributes
Notes
Chapter 4: Reservoir Characterization and Simulation
Exploration and Production Value Propositions
Exploratory Data Analysis
Reservoir Characterization Cycle
Traditional Data Analysis
Reservoir Simulation Models
Case Studies
Notes
Chapter 5: Drilling and Completion Optimization
Exploration and Production Value Propositions
Workflow One: Mitigation of Nonproductive Time
Workflow Two: Drilling Parameter Optimization
Case Studies
Notes
Chapter 6: Reservoir Management
Exploration and Production Value Propositions
Digital Oilfield of the Future
Analytical Center of Excellence
Analytical Workflows: Best Practices
Case Studies
Notes
Chapter 7: Production Forecasting
Exploration and Production Value Propositions
Web-Based Decline Curve Analysis Solution
Unconventional Reserves Estimation
Case Study: Oil Production Prediction for Infill Well
Notes
Chapter 8: Production Optimization
Exploration and Production Value Propositions
Case Studies
Notes
Chapter 9: Exploratory and Predictive Data Analysis
Exploration and Production Value Propositions
EDA Components
EDA Statistical Graphs and Plots
Ensemble Segmentations
Data Visualization
Case Studies
Notes
Chapter 10: Big Data: Structured and Unstructured
Exploration and Production Value Propositions
Hybrid Expert and Data-Driven System
Case Studies
Multivariate Geostatistics
Big Data Workflows
Integration of Soft Computing Techniques
Notes
Glossary
About the Author
Index
End User License Agreement
Search in book...
Toggle Font Controls
Playlists
Add To
Create new playlist
Name your new playlist
Playlist description (optional)
Cancel
Create playlist
Sign In
Email address
Password
Forgot Password?
Create account
Login
or
Continue with Facebook
Continue with Google
Sign Up
Full Name
Email address
Confirm Email Address
Password
Login
Create account
or
Continue with Facebook
Continue with Google
Next
Next Chapter
Harness Oil and Gas Big Data with Analytics
Add Highlight
No Comment
..................Content has been hidden....................
You can't read the all page of ebook, please click
here
login for view all page.
Day Mode
Cloud Mode
Night Mode
Reset