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Data Analytics for Drilling Engineering: Theory, Algorithms, Experiments, Software: Information Fusion and Data Science

Autor Qilong Xue
en Limba Engleză Hardback – 31 dec 2019
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.
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Specificații

ISBN-13: 9783030340346
ISBN-10: 3030340341
Ilustrații: XIII, 312 p. 149 illus., 101 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.64 kg
Ediția:1st ed. 2020
Editura: Springer International Publishing
Colecția Springer
Seria Information Fusion and Data Science

Locul publicării:Cham, Switzerland

Cuprins

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.

Caracteristici

Provides a new perspective on challenges in data processing in drilling engineering Contains numerous mathematical models of data processing Facilitates communication and understanding among drilling practitioners