04571nam 22008655 450 991074118100332120200706022211.03-030-34035-X10.1007/978-3-030-34035-3(CKB)5280000000190144(MiAaPQ)EBC6002330(DE-He213)978-3-030-34035-3(PPN)242819699(EXLCZ)99528000000019014420191230d2020 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierData Analytics for Drilling Engineering Theory, Algorithms, Experiments, Software /by Qilong Xue1st ed. 2020.Cham :Springer International Publishing :Imprint: Springer,2020.1 online resource (324 pages)Information Fusion and Data Science,2510-15283-030-34034-1 Introduction to the Application of Drilling Data Processing -- Signal Processing of Downhole Information Transmission -- Dynamic Measurement of Spatial Attitude at the Bottom Rotating DrillString -- Measurement and Analysis of Drillstring Dynamics -- Signal processing in logging while drilling -- Data Mining in Seismic While Drilling -- Applications of Big Data in Drilling Engineering -- Summary and Outlook.This book presents the signal processing and data mining challenges encountered in drilling engineering, and describes the methods used to overcome them. In drilling engineering, many signal processing technologies are required to solve practical problems, such as downhole information transmission, spatial attitude of drillstring, drillstring dynamics, seismic activity while drilling, among others. This title attempts to bridge the gap between the signal processing and data mining and oil and gas drilling engineering communities. There is an urgent need to summarize signal processing and data mining issues in drilling engineering so that practitioners in these fields can understand each other in order to enhance oil and gas drilling functions. In summary, this book shows the importance of signal processing and data mining to researchers and professional drilling engineers and open up a new area of application for signal processing and data mining scientists.Information Fusion and Data Science,2510-1528Engineering geologyEngineering—GeologyFoundationsHydraulicsGeotechnical engineeringSociophysicsEconophysicsSignal processingImage processingSpeech processing systemsVibrationDynamical systemsDynamicsGeoengineering, Foundations, Hydraulicshttps://scigraph.springernature.com/ontologies/product-market-codes/T23020Geotechnical Engineering & Applied Earth Scienceshttps://scigraph.springernature.com/ontologies/product-market-codes/G37010Data-driven Science, Modeling and Theory Buildinghttps://scigraph.springernature.com/ontologies/product-market-codes/P33030Signal, Image and Speech Processinghttps://scigraph.springernature.com/ontologies/product-market-codes/T24051Vibration, Dynamical Systems, Controlhttps://scigraph.springernature.com/ontologies/product-market-codes/T15036Engineering geology.Engineering—Geology.Foundations.Hydraulics.Geotechnical engineering.Sociophysics.Econophysics.Signal processing.Image processing.Speech processing systems.Vibration.Dynamical systems.Dynamics.Geoengineering, Foundations, Hydraulics.Geotechnical Engineering & Applied Earth Sciences.Data-driven Science, Modeling and Theory Building.Signal, Image and Speech Processing.Vibration, Dynamical Systems, Control.622.3382622.33810285Xue Qilongauthttp://id.loc.gov/vocabulary/relators/aut1424709MiAaPQMiAaPQMiAaPQBOOK9910741181003321Data Analytics for Drilling Engineering3554177UNINA