Cutting Downtime in Half with Deep Neural Networks

Introduction Fueling efficiency: Battling ESP failures in remote In the fossil fuel industry, operational efficiency and component reliability are pivotal for seamless business processes. The down-hole mining sector often encounters energy sources deep under the earth’s surface and in remote locations that need innovative energy extraction solutions. However, challenges such as unexpected failures of Electrical Submersible Pumps (ESP) can lead to extended downtime that costs companies millions of dollars.

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