Data analytics has been broadly applied to a variety of areas within the oil and gas industry including applications in geoscience, drilling, completions, reservoir, production, facility, and operations. However, we limit our discussion here primarily to reservoir engineering applications.
This book describes the relevance of data analytics for the oil and gas industry, with particular emphasis on reservoir engineering. It also outlines the methodology and guidelines for building robust models for reporting, diagnosis, prediction, and recommendations, and it provides an overview with examples of successful applications of data analytics in reservoir engineering and illustrate advantages and pitfalls these methods
Data analytics has been broadly applied to a variety of areas within the oil and gas industry including applications in geoscience, drilling, completions, reservoir, production, facility, and operations. However, we limit our discussion here primarily to reservoir engineering applications.
This book describes the relevance of data analytics for the oil and gas industry, with particular emphasis on reservoir engineering. It also outlines the methodology and guidelines for building robust models for reporting, diagnosis, prediction, and recommendations, and it provides an overview with examples of successful applications of data analytics in reservoir engineering and illustrate advantages and pitfalls these methods
Engineering Data Analytics introduces students to foundational concepts within the discipline, the centrality of models in analysis methodologies, and the significance of probability in dealing with...
Feature engineering plays a vital role in big data analytics. Machine learning and data mining algorithms cannot work without data. Little can be achieved if there are few features to represent the...
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