AI-Based Approach for ESP Optimization
by
ROAM AI
August 22, 2025
ESP performance and health optimization play a crucial role in maximizing oil well production and overall profitability. The selection of appropriate control set points, such as pump frequency and tubing pressure, and the intervals at which adjustments are made, significantly impact production outcomes. This paper…
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Autonomous ESP Optimization Using Machine Learning Demonstrated in the Permian Basin
by
ROAM AI
August 22, 2025
Many oil and gas companies rely on natural intelligence, resident knowledge, and rules-based logic to optimize production. This is especially true for fields where electric submersible pumps (ESP) make up a considerable proportion of production. The nature of ESP artificial lift systems makes them well…