Data & Analytics
The event aims to educate energy professionals on data science and have them use those skills on the challenges of geothermal energy.
In an increasingly data-dependent sector, oil and gas companies need to scale up their use of technology across the enterprise rapidly. Success will involve reframing the CIO’s role in driving not only digital transformation but also business outcomes.
The ethics of artificial intelligence (AI) has become an important topic in the application of AI and machine learning in the past several years. This second part of a two-part series presents the relevance and use of the ethics of AI in engineering applications. Part 1 explains the evolution and importance of AI ethics.
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The downtime of manufacturing machinery, engines, or industrial equipment can cause an immediate loss of revenue. Reliable prediction of such failures using multivariate sensor data can prevent or minimize the downtime. With the availability of real-time sensor data, machine-learning and deep-learning algorithms can learn the normal behavior of the sensor systems, dis… -
Hiber, an industrial Internet-of-Things startup, announced that it has signed an agreement with Shell to provide well-integrity monitoring solutions globally.
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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.
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SponsoredEnergy businesses want to reduce document-driven processes and replace them with digital work flows but often don’t know where to begin. An Integrated Requirements Management approach has a swift time to value. It’s also a significant step toward applying a digital life cycle mindset across the enterprise.
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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.
