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MA26_LibertyHFTC

Liberty Energy trained the deep learning model on 1,500 stages completed in two unconventional basins. In this prediction, the model correctly predicted the trend of rising pressures throughout the stage. In this graph, the actual pressure is indicated by the red line, while the olive green lines (next to the red line) represent the model’s predicted changes in pressure over a given time frame (typically five-minute intervals). The blue line is the injection rate of the frac fluid, the green line is the friction reducer concentration, and the purple line is the proppant concentration. Source: SPE 230658

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