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Across today’s dominant shale plays, however, most solids flowing into surface production equipment are back-produced proppant from hydraulicfracture stimulation. However, such systems are too costly for deployment in onshore field equipment. The rate of solids production can be managed using downhole sand control (e.g.,
AI models analyze real-time data from drilling sites, pipelines, and refineries, adjusting operations to optimize production and efficiency. AI-powered systems can fine-tune extraction techniques, monitor pipeline integrity, and adjust refinery processes to maximize output while reducing the risk of inefficiencies.
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