Harness oil and gas big data with analytics :
- 出版日期：2014.
- 出版者：Wiley,
- 页数：xii, 364 p. :
- 出版地：Hoboken, New Jersey :
- 第一责任说明：Keith R. Holdaway.
- 尺寸：27 cm.
- 分类号：a873.2
- ISBN：9781118779316 (hbk.) :
MARC全文
02h0064275 20150212155004.0 141225s2014 njua frb |001 0 eng d 9781118779316 (hbk.) : CNY482.00 DLC eng DLC YDX ; N$T ; EBLCP ; IDEBK ; YDXCP ; OCLCO ; DG1 ; E7B HD9560.4 665.5068/4 23 a873.2 aF407.22 25 Holdaway, Keith R. Harness oil and gas big data with analytics : optimize exploration and production with data-driven models / Keith R. Holdaway. Hoboken, New Jersey : Wiley, 2014. xii, 364 p. : ill. ; 27 cm. Wiley & SAS business series Includes bibliographic references and index. Use big data analytics to efficiently drive oil and gas exploration and production Harness Oil and Gas Big Data with Analytics 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 Covering the major issues facing the oil and gas industry in the exploration and production stages, Harness Big Data with Analytics reveals how to model big data to realize efficiencies and business benefits. Petroleum industry and trade ; Gas industry ; Big data. Statistics. ; Statistics. Wiley and SAS business series. 010001 EB00074358 873.2 H71 gljx1501 rCNY482.00