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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AI-driven technology in the form of digital twins is helping companies reduce costs as they reopen after the COVID-19 lockdown, says a report from research and advisory company Gartner. -
Where there are data generated and collected, there is analysis of the data. The ongoing digital transformation in the industry has opened many opportunities for professionals skilled in data analytics.
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The partnership between the software company and Texas A&M’s Department of Petroleum Engineering provides students with access to software that can enhance reservoir research with machine learning.
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The customizable Internet of things service is designed for monitoring onshore and offshore remote assets.
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Technology company Proserv Controls has formed an alliance with software engineering firm Intelligent Plant in an effort to combine their expertise to improve control systems and data analysis.
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The agreement will see Akselos become one of the global energy company’s verified suppliers for structural integrity assessments, forming part of Shell’s newly formed Digital Twin Platform.
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Neuromorphic computing could completely transform everything about the technology industry from programming languages to hardware.
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2020 is finally ending. While not likely to register as anyone’s favorite year, 2020 did have some noteworthy advancements, and 2021 promises some important key trends to look forward to. A collection of experts presents thoughts on the past year and predictions for the year to come.
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Geoscience data companies CGG, PGS, and TGS announced a strategic partnership to offer a shared ecosystem providing direct access to their subsurface multiclient data libraries.
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Silviu Livescu, SPE’s technical director for data science and engineering analytics, and Birol Dindoruk, recent technical director for management and information, discuss the state of the oil and gas industry’s digital transformation, where the industry needs to go, and how it can get there.
