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Drilling and production wells are becoming more digitalized as oil and gas companies continue to implement machine learning andbig data solutions to save money on projects while… Read more
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Immediately download your ebook while waiting for your print delivery. No promo code needed.
Drilling and production wells are becoming more digitalized as oil and gas companies continue to implement machine learning and
big data solutions to save money on projects while reducing energy and emissions. Up to now there has not been one cohesive
resource that bridges the gap between theory and application, showing how to go from computer modeling to practical use. Methods
for Petroleum Well Optimization: Automation and Data Solutions gives today’s engineers and researchers real-time data solutions
specific to drilling and production assets. Structured for training, this reference covers key concepts and detailed approaches from
mathematical to real-time data solutions through technological advances. Topics include digital well planning and construction,
moving teams into Onshore Collaboration Centers, operations with the best machine learning (ML) and metaheuristic algorithms,
complex trajectories for wellbore stability, real-time predictive analytics by data mining, optimum decision-making, and case-based
reasoning. Supported by practical case studies, and with references including links to open-source code and fit-for-use MATLAB, R,
Julia, Python and other standard programming languages, Methods for Petroleum Well Optimization delivers a critical training guide
for researchers and oil and gas engineers to take scientifically based approaches to solving real field problems.
Academics (scientists, researchers, MSc. PhD. students) from the fields of oil and gas, optimization, simulation, big data analysis, real-time technology, automation in operations, and decision-making.
Industry: different oil and gas companies that want to improve their organization's drilling and production performance, oil and gas training companies, oil and gas consultants, innovative drilling companies, drilling engineers, operation engineers, production engineers, asset managers, project managers and digitalization managers
RK
BA