Data & Analytics
Canada’s development of large-scale digital drilling core libraries and open geoscience data platforms follows approaches pioneered in Australia, particularly Western Australia, through decades of government investment in geoscience data collection and preservation.
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.
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Machine learning and artificial intelligence technology offer offshore operators the chance to automate high-cost, error-prone tasks to avoid the effects of inconsistency and errors in analysis, improving efficiencies and safety. -
A new event is kicking off in September that will bring together the brightest minds in digital tech and oil and gas.
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Video games have been seen as a big waste of time for years by parents around the globe. But now, the oil and gas industry sees the underlying technology as a big time saver.
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The pressure pumping giant turns to algorithms to get better fractures and fewer problems.
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With hacking attacks mounting against US energy companies, guarding the sector will be a top priority for a new cybersecurity effort, Homeland Security Secretary Kirstjen Nielsen has said.
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Cyberattacks on US energy systems have become unavoidable, and enough have been successful that the sector and its regulators are increasingly focused on mitigation, response, and recovery.
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Well-interference issues can be hard to diagnose, but this startup may be figuring that out. The data-driven process it developed can also help operators come up with more effective ways to use diverters.
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Technologies are being developed that have the potential to support marine mining in all stages from prospection to decommissioning. These developments will likely have substantial influence in the oil and gas industry, itself searching for ways to maximize exploitation of assets.
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This paper emphasizes the value gained by investing in cybersecurity for drilling, workover, and completion operations.
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Harnessing stranded data will transform operations beyond what existing, siloed software solutions delivered. There is a clear need to be more agile and embrace cloud-based solutions to realize new capabilities.
