Digital Oil Field
This work describes a study in which distributed data parallel training, paired with a node-local caching pipeline, enabled efficient multigraphics-processing-unit scaling for a CO₂-storage graph-neural-network surrogate while maintaining generalization.
This paper presents a novel reservoir engineering/reservoir simulation approach—a data-driven interwell-connectivity model augmented as a digital twin—to predict reservoir dynamics and optimize operations in the Changqing oil field of China.
This work uses a novel pseudosteady-state-based simulation to reduce training-data-generation cost while maintaining high-performance predictions of data-driven proxy models for carbon-sequestration projects.
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Multistage horizontal well designs were first implemented in the Bakken in 2007. Since then, more than 12,000 wells have been completed in either the Middle Bakken or Three Forks zones. -
Harnessing the industrial Internet of things has arguably become the biggest strategic priority for industrial companies in the race to gain competitive advantage through digital transformation.
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The funding from Chevron Technology Ventures and Energy Innovation Capital will help scale Ingu’s data collection platform and analysis for its Pipers technology, a pipeline screening tool launched last year.
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Industry 4.0 is the innovation revolution across all industries. For our industry, Production 4.0 presents a massive opportunity to elevate oilfield performance by harnessing an easy-to-reach and plentiful resource—our data.
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This paper presents lessons learned regarding design, testing, and installation of a completely integrated managed-pressure-drilling (MPD) control system on a deepwater drilling rig.
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This work focuses on the development of specific methodologies to support managed-pressure-dilling (MPD) operations implemented on real-time diagnostic software.
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The service company and independent verifier are aiming to develop a methodology for qualifying the integrity of digital twins, which they say will help level the industry’s varying technical definitions of, and expectations towards, the technology.
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The industrial Internet of Things (IoT) is changing the way the oil and gas industry operates, but are companies leveraging it to its full potential? What strategies are being employed to handle the obstacles to implementation? Finding value in people plays a role in integrating IoT into operations.
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SponsoredIn oil and gas offices around the globe, the term digitalization prompts a range of responses. This white paper outlines a pragmatic approach to digitalization for oil and gas operators, with a focus on drilling and completion.
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Ten big names in the oil and gas business created a group to try out ways to use blockchain in the oil business, and test if the record keeping and automatic data collection software can track water shipments more efficiently.
