Harness oil and gas big data with analytics: optimize exploration and production with data-driven models
This book provides a complete view of big data and analytics techniques as they are applied to the oil and gas industry. Including a compendium of specific case studies, the book underscores the acute need for optimization in the oil and gas exploration and production stages and shows how data analytics can provide such optimization. This spans exploration, development, production and rejuvenation of oil and gas assets. The book serves as a guide for fully leveraging data, statistical, and quan…
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- Full title :Harness oil and gas big data with analytics : optimize exploration and production with data-driven models / Keith R. Holdaway.
Summary
This book provides a complete view of big data and analytics techniques as they are applied to the oil and gas industry. Including a compendium of specific case studies, the book underscores the acute need for optimization in the oil and gas exploration and production stages and shows how data analytics can provide such optimization. This spans exploration, development, production and rejuvenation of oil and gas assets. The book serves as a guide for fully leveraging data, statistical, and quantitative analysis, exploratory and predictive modeling, and fact-based management to drive decision making in oil and gas operations. This comprehensive resource delves into the three major issues that face the oil and gas industry during the exploration and production stages: Data management, including storing massive quantities of data in a manner conducive to analysis and effectively retrieving, backing up, and purging data; Quantification of uncertainty, including a look at the statistical and data analytics methods for making predictions and determining the certainty of those predictions; Risk assessment, including predictive analysis of the likelihood that known risks are realized and how to properly deal with unknown risks. --
Read More ↓Edition Statements
- Publication Date:©2014.
Publication Statements
- Publisher(s):John Wiley & Sons
- Place of Publication:Hoboken, N.J
- Language:eng
- Publication Date:©2014.
Notes
TRAITEMENT SOMMAIRE.
The Physical Object
- Description:1 ressource en ligne.
Edition Identifiers
- ISBN:9781118910955, 1118910958, 9781118910894, 1118910893
- oclc:ocn892461838
- LC Classification:HD9560.4
- Dewey Decimal:665.5068/4
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