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US 2023/0417950 A1Published application
Systems and methods for hybrid model hydraulic fracture pressure forecasting
AssigneeLiberty Oilfield Services LLC
InventorsLeen Weijers, Andrew Bonnell, Ely Lolon, Zhijun Liu, Karn Agarwal, Robert Henderson, Michael Mayerhofer
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Abstract
A system for determining pressure in a hydraulic fracturing system for a well includes a processing module executing code and configured to receive a plurality of input parameters. The processing module can predict either a bottomhole pressure, based on statistical predictions and physics-based predictions, or a surface pressure based on the predicted bottomhole pressure.
Claims19
A system for forecasting pressures in a hydraulic fracturing system for a well, the system comprising:
- a processing module executing code and configured to:
- receive specifications for performing a hydraulic fracturing operation on a well, the specifications forecasting an array of flow rate information for frac fluid over time;
- submit the array of flow rate information to a model incorporating a statistically based multivariate relationship operating on the flowrate information to forecast pressure results including at least one of a bottomhole pressure time-based array and a surface pressure time based array,
- each of the pressure results being separable into pressure loss subcomponents,
- determine a system of multipliers for statistical normalization of the pressure loss subcomponents,
- calculate normalized pressure loss subcomponents obtained by multiplying the pressure loss subcomponents by selected multipliers obtained from the system of multipliers, and
- provide normalized pressure forecast data on a basis of the normalized pressure loss subcomponents;
- monitor observed pressure from the well as the hydraulic fracturing operation is underway by comparing the normalized pressure forecast data over time to the observed pressure from the well;
- and
- take responsive action when monitoring of the observed pressure indicates an opportunity to achieve real-time pressure matching between the normalized pressure forecast data and the forecast pressure results.
7 more elements
Dependencies are inferred from the claim text.