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  • Deep Learning Applications for Drilling Performance: Forecasting, Diagnostics, Telemetry, and Predictive Maintenance

    Series series Earth and Environmental Science (R0)
    This book presents data driven approaches to improve drilling performance in geothermal, coiled tubing, and conventional operations. It begins with transformer models for forecasting rate of penetration in geothermal wells, followed by methods for predicting both penetration and downhole shock in coiled tubing drilling. A variational autoencoder framework is introduced for diagnosing resistivity ... Read more

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  • Deep Learning for Seismic Data Enhancement and Representation

    Series series Earth and Environmental Science (R0)
    Seismic imaging is a key component of subsurface exploration, and it depends on a high-quality seismic data acquisition system with effective seismic processing algorithms. Seismic data quality concerns various factors such as acquisition design, environmental constraints, sampling resolution, and noises. The focus of this book is to investigate efficient seismic data representation and signal ... Read more

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  • Borehole Electromagnetic Telemetry System

    Theory, Modeling, and Applications

    Series series Energy (R0)
    This book explains the theory, numerical modeling, and applications of a borehole electromagnetic telemetry system used for wireless communication between the downhole tool and the surface control center during oilfield drilling.The authors begin by introducing borehole electromagnetic telemetry and explaining each part of the system with schematics and illustrations. They describe the working ... Read more

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  • Statistical Inversion of Electromagnetic Logging Data

    Series series Energy (R0)
    This book presents a comprehensive introduction to well logging and the inverse problem. It explores challenges such as conventional data processing methods’ inability to handle local minima issues, and presents the explanations in an easy-to-follow way.The book describes statistical data interpretation by introducing the fundamentals behind the approach, as well as a range of sampling methods. In ... Read more

    $49.49 USD