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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The dynamic nature of unconventional-reservoir developments calls for the availability of fast and reliable history-matching methods for simulation models. In this paper, the authors apply an assisted-history-matching approach to a pair of wells in the Wolfcamp formation. -
Data scientists working with large data sets or in high-performance computational environments may find these programming languages essential to extracting data quickly and effortlessly.
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It would literally be a world full of data centers, including the largest and the smallest varieties. But whose networks would they be? The answer depends on where these data centers are—or perhaps vice versa.
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The threat of cyberattacks on physical infrastructure, such as the electric grid and oil and gas pipelines, is a real concern in our contemporary world. Recent research states that cyberattacks will cost approximately $6 trillion annually by 2021.
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To provide condition monitoring and combat fouling, the robot clings and moves along the hull walls. It is controlled via a 4G connection to clean and inspect the walls in line with individual vessel schedules developed through a proprietary algorithm and big data.
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Industrial blockchain network Data Gumbo has facilitated real-time tracking of lease operating expenses for oil and gas operators by using validated field-operating data to trigger automated payments based on agreed terms.
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The agreement will use IBM’s hybrid-cloud technology and Red Hat’s OpenShift platform to expand access to Schlumberger’s Delfi exploration and production software suite.
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After 2 years of testing, Shell is going all in on using high-flying technology to catch methane leaks to reduce its overall emissions to less than 1%.
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The oil and gas industry has a new Spindletop, and it’s nowhere near being capped. In this data boom, the industry is up to its neck in petabytes of data, generating thousands of terabytes per day, with the volumes doubling every 12–18 months, and using less than 5% of it for decision making.
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The engineering simulation firm announced the successful deployment of a complete structural digital twin for Shell’s Bonga floating production, storage, and offloading vessel 120 km southwest of the Niger Delta in Nigeria.
