Data & Analytics
This research focuses on combining physics-based expert rules with machine learning to improve the detection of failure-related events in electrical submersible pumps.
A combination of physics principles and machine-learning techniques is used in this work to develop a virtual flowmeter for oil-production optimization in electrical-submersible-pump-lifted oil wells, resulting in reliable generalization.
This paper presents the deployment of an artificial intelligence-enabled autonomous gas lift optimization system, integrating real-time centralized advanced process control with cloud-based analytics to enhance artificial gas lift performance in producer wells.
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Privacy concerns about AI systems are growing. So researchers are testing whether they can remove sensitive data without retraining the system from scratch. -
SponsoredIntense global competition, explosive market dynamics and the industry’s energy transformation are all creating business strains not seen in decades. Harness information produced during the lifecycle to extract valuable insights and attain management excellence.
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The SEC has signaled that it has started taking cyber vulnerabilities much more seriously than it has in the past. Two recent fines signal that the agency views lax cybersecurity as an existential threat to businesses and is willing to penalize companies who fall short.
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Energy giant General Electric will be using one of the world's most powerful supercomputers, IBM's Summit, to run two new research projects that could boost the production of cleaner power.
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This paper describes an artificial intelligence deep Q network for field-development plan optimization.
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In this paper, the authors describe a model that uses augmented artificial intelligence to optimize well spacing by use of data sculpting, domain and feature engineering, and machine learning.
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The UK’s Oil and Gas Authority has released 50 years of data from the North Sea in an effort to boost exploration and production and locate potential sites for carbon storage.
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The larger data set is expected to provide critical insight for wind resource assessment in the New York Bight lease sale.
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True digital transformation is the way forward, and companies that actively embrace and manage digital transformation will make their businesses smarter, more efficient, and vastly more profitable.
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The 2021 Geothermal Experience Datathon focused on the application of analytics and data-science tools on oil and gas well-log data to assess geothermal potential in two North American basins.
