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 planned collaboration is expected to provide analytics-ready data from IHS Markit that would be directly accessible from the GAIA platform. -
The pilot used sensor technology originally deployed by NASA for the Mars Curiosity Rover to collect methane emissions data live-streamed from a drone. BP said it plans to deploy the technology to all of its North Sea assets, including ETAP and Glen Lyon, in 2020.
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Equinor Technology Ventures and OGCI Climate Investments have agreed to back the tech developer, which integrates its SeekIR miniature gas sensors onto drones to detect, localize, and quantify carbon emissions.
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Blending smart-proxy models with data-driven models to create hybrid models is not always the best idea for physics- and engineering-related applications.
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Equinor is working on a natural language processing tool that could combine data sources and help planners anticipate the issues that affect onsite operational safety.
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The company has proposed the Probabilistic Digital Twin to close the gap between digital twins—used increasingly by operators to manage the performance of their assets—and risk analysis still largely conducted manually before assets enter service.
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Even the most powerful computers are still no match for the human brain when it comes to pattern recognition, risk management, and other similarly complex tasks. A new approach, however, could enable parallel computation with light, simulating the way neurons respond in the human brain.
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At least a half dozen energy data firms are offering satellite imaging of the 75,000-sq-mile oil field to provide intelligence to energy companies on activities including the appearance of drilling pads and hydraulic fracturing ponds and the movements of drilling rigs and crews across the Permian.
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The nascent technology uses a new way to store, process, and measure information in computer systems. It is expected to introduce drastic changes in the development of technology, the discovery of algorithms, and the advancement of computer architectures.
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Visually displaying data makes it much more accessible, and this is critical for identifying the weaknesses of an organization, accurately forecasting trading volumes and sale prices, and making the right business choices.
