03827nam 22006255 450 991016398690332120200704005228.0978331948753310.1007/978-3-319-48753-3(CKB)3710000001053488(DE-He213)978-3-319-48753-3(MiAaPQ)EBC4803562(PPN)198872844(EXLCZ)99371000000105348820170210d2017 u| 0engurnn|008mamaatxtrdacontentcrdamediacrrdacarrierShale Analytics[electronic resource] Data-Driven Analytics in Unconventional Resources /by Shahab D. Mohaghegh1st ed. 2017.Cham :Springer International Publishing :Imprint: Springer,2017.1 online resource (XIV, 287 p. 243 illus., 235 illus. in color.) 3-319-48751-5 3-319-48753-1 Includes bibliographical references.Data-Driven Formation Evaluation – Generation of Synthetic Geo-mechanical Well Logs in Shale -- Data-Driven Reservoir Characteristics – Impact of rock and completion parameters in -- Data-Driven Completion Analysis – Analysis, Design and Optimization of Hydraulic Fracturing in Shale -- Data-Driven Reservoir Modeling – Full Field Reservoir Modeling of Marcellus Shale -- Data-Driven Reservoir Modeling – Full Field Reservoir Modeling of Niobrara Formation, DJ Basin -- Data-Driven Reservoir Modeling – AI-Based Proxy of Numerical Reservoir Simulation of Shale.This book describes the application of modern information technology to reservoir modeling and well management. Data Driven Analytics in Unconventional Resources looks specifically at reservoir modeling and production management of shale reservoirs, since conventional reservoir 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 absence of well-understood and well-defined physics of fluid flow in shale. Also discussed are important insights into completion practices of production from shale Abundant examples and computer code are given that illustrate the operation of Data-Driven Analytics. The flexibility and power of the technique is demonstrated in numerous real-world situations.Fossil fuelsData miningEconomic geologyMineral resourcesGeotechnical engineeringFossil Fuels (incl. Carbon Capture)https://scigraph.springernature.com/ontologies/product-market-codes/114000Data Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Economic Geologyhttps://scigraph.springernature.com/ontologies/product-market-codes/G17010Mineral Resourceshttps://scigraph.springernature.com/ontologies/product-market-codes/G38010Geotechnical Engineering & Applied Earth Scienceshttps://scigraph.springernature.com/ontologies/product-market-codes/G37010Fossil fuels.Data mining.Economic geology.Mineral resources.Geotechnical engineering.Fossil Fuels (incl. Carbon Capture).Data Mining and Knowledge Discovery.Economic Geology.Mineral Resources.Geotechnical Engineering & Applied Earth Sciences.662.6Mohaghegh Shahab Dauthttp://id.loc.gov/vocabulary/relators/aut887000BOOK9910163986903321Shale Analytics2177661UNINA