Production

The latest energy survey by the US Federal Reserve Bank of Dallas once again reflected the direct impacts of the now 7-month conflict between the US and Iran. Oil and gas executives were queried on a range of topics that included the state of the US Strategic Petroleum Reserve (SPR), Persian Gulf crude exports, and the direction of oil prices.
Unlike traditional AI approaches that rely primarily on historical data, physics-based AI integrates physical laws, engineering expertise, and operational constraints directly into the learning process. Three recent SPE papers illustrate how this paradigm is transforming the industry through intelligent condition monitoring, virtual sensing, and autonomous production …
This research focuses on combining physics-based expert rules with machine learning to improve the detection of failure-related events in electrical submersible pumps.

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