SHALE ANALYTICS DATA DRIVEN ANALYTICS IN UNCONVENTIONAL RESOURCES

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Shale Analytics

Author : Shahab D. Mohaghegh
ISBN : 9783319487533
Genre : Science
File Size : 74.36 MB
Format : PDF, Mobi
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This book describes the application of modern information technology to reservoir modeling and well management in shale. While covering Shale Analytics, it focuses on reservoir modeling and production management of shale plays, since conventional reservoir and production modeling techniques do not perform well in this environment. Topics covered include tools for analysis, predictive modeling and optimization of production from shale in the presence of massive multi-cluster, multi-stage hydraulic fractures. Given the fact that the physics of storage and fluid flow in shale are not well-understood and well-defined, Shale Analytics avoids making simplifying assumptions and concentrates on facts (Hard Data - Field Measurements) to reach conclusions. Also discussed are important insights into understanding completion practices and re-frac candidate selection and design. The flexibility and power of the technique is demonstrated in numerous real-world situations.
Category: Science

Data Driven Analytics For The Geological Storage Of Co2

Author : Shahab Mohaghegh
ISBN : 9781315280790
Genre : Science
File Size : 34.59 MB
Format : PDF, Kindle
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Data driven analytics is enjoying unprecedented popularity among oil and gas professionals. Many reservoir engineering problems associated with geological storage of CO2 require the development of numerical reservoir simulation models. This book is the first to examine the contribution of Artificial Intelligence and Machine Learning in data driven analytics of fluid flow in porous environments, including saline aquifers and depleted gas and oil reservoirs. Drawing from actual case studies, this book demonstrates how smart proxy models can be developed for complex numerical reservoir simulation models. Smart proxy incorporates pattern recognition capabilities of Artificial Intelligence and Machine Learning to build smart models that learn the intricacies of physical, mechanical and chemical interactions using precise numerical simulations. This ground breaking technology makes it possible and practical to use high fidelity, complex numerical reservoir simulation models in the design, analysis and optimization of carbon storage in geological formations projects.
Category: Science

Applied Statistical Modeling And Data Analytics

Author : Srikanta Mishra
ISBN : 9780128032800
Genre : Science
File Size : 44.78 MB
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Applied Statistical Modeling and Data Analytics: A Practical Guide for the Petroleum Geosciences provides a practical guide to many of the classical and modern statistical techniques that have become established for oil and gas professionals in recent years. It serves as a "how to" reference volume for the practicing petroleum engineer or geoscientist interested in applying statistical methods in formation evaluation, reservoir characterization, reservoir modeling and management, and uncertainty quantification. Beginning with a foundational discussion of exploratory data analysis, probability distributions and linear regression modeling, the book focuses on fundamentals and practical examples of such key topics as multivariate analysis, uncertainty quantification, data-driven modeling, and experimental design and response surface analysis. Data sets from the petroleum geosciences are extensively used to demonstrate the applicability of these techniques. The book will also be useful for professionals dealing with subsurface flow problems in hydrogeology, geologic carbon sequestration, and nuclear waste disposal. Authored by internationally renowned experts in developing and applying statistical methods for oil & gas and other subsurface problem domains Written by practitioners for practitioners Presents an easy to follow narrative which progresses from simple concepts to more challenging ones Includes online resources with software applications and practical examples for the most relevant and popular statistical methods, using data sets from the petroleum geosciences Addresses the theory and practice of statistical modeling and data analytics from the perspective of petroleum geoscience applications
Category: Science

Big Data In Practice

Author : Bernard Marr
ISBN : 9781119231394
Genre : Business & Economics
File Size : 23.62 MB
Format : PDF
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The best-selling author of Big Data is back, this time with a unique and in-depth insight into how specific companies use big data. Big data is on the tip of everyone's tongue. Everyone understands its power and importance, but many fail to grasp the actionable steps and resources required to utilise it effectively. This book fills the knowledge gap by showing how major companies are using big data every day, from an up-close, on-the-ground perspective. From technology, media and retail, to sport teams, government agencies and financial institutions, learn the actual strategies and processes being used to learn about customers, improve manufacturing, spur innovation, improve safety and so much more. Organised for easy dip-in navigation, each chapter follows the same structure to give you the information you need quickly. For each company profiled, learn what data was used, what problem it solved and the processes put it place to make it practical, as well as the technical details, challenges and lessons learned from each unique scenario. Learn how predictive analytics helps Amazon, Target, John Deere and Apple understand their customers Discover how big data is behind the success of Walmart, LinkedIn, Microsoft and more Learn how big data is changing medicine, law enforcement, hospitality, fashion, science and banking Develop your own big data strategy by accessing additional reading materials at the end of each chapter
Category: Business & Economics

Mes Manufacturing Execution System

Author : Jürgen Kletti
ISBN : 9783662469026
Genre : Technology & Engineering
File Size : 36.58 MB
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Mit der Veränderung der klassischen Fabrik von einer Produktionsstätte zu einem modernen Dienstleistungszentrum ergeben sich neue Herausforderungen: Wirtschaftlichkeit der modernen Wertschöpfung ist keine Eigenschaft der Produkte, sondern des Prozesses. Komplexe Prozesse benötigen eine ganzheitliche Unterstützung durch moderne und flexible IT-Systeme. Neben einer grundsätzlichen Einführung in das Thema beschreibt das Buch die Struktur eines Manufacturing Execution Systems (MES). Dem Leser wird ein umfassender Überblick über die Leistungsfähigkeit und die Anwendungsmöglichkeiten eines Manufacturing Execution Systems vermittelt und er erhält einen Einblick in zukünftige Produktionsszenarien unter Industrie 4.0. Der Leser lernt die Motivation hinter einem MES-System kennen und erfährt, wie die einzelnen Anwendungen ineinander greifen. Auch die technische Realisierung eines MES wird ausführlich erläutert. Hierfür werden Szenarien aus der Praxis aufgezeigt. In einem eigenen Kapitel werden die spezifischen Anforderungen bestimmter Branchen an ein MES erörtert und ein praktikabler Lösungsweg aufgezeigt. Anhand einer umfangreichen Checkliste kann der Leser jedes beliebige MES-System dahingehend prüfen, ob es für den individuellen Einsatz im eigenen Unternehmen geeignet ist.
Category: Technology & Engineering

Hart S E And P

Author :
ISBN : STANFORD:36105123887601
Genre : Gas industry
File Size : 80.31 MB
Format : PDF, ePub
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Category: Gas industry

Position Paper

Author : John C. Sharer
ISBN : STANFORD:36105032888369
Genre : Natural gas
File Size : 36.97 MB
Format : PDF, Docs
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Category: Natural gas