Cenovus Energy Inc.

Prince Azom

Amos Ben-Zvi

Simon D Gittins

Ryan Miller

Ishan Deep Singh Kochhar

Juliana Y Leung

Seyide Hunyinbo

A method and apparatus for forecasting oil production from an oil well in a geological formation includes receiving a plurality of sets of predicted geological data, for each of the plurality of sets of predicted geological data, determining a probability for the predicted geological data of the formation, iteratively selecting one of the plurality of sets of predicted geological data using Monte Carlo sampling based on the determined probabilities, assigning the selected set of predicted geological data to a cluster of historical data, and for each set of historical data of the cluster generating a predicted oil production rate as a function of time utilizing a machine learning based oil model, generating, based on the predicted oil production rates, a forecasted oil production rate, determining, based on the forecasted oil production rate, a preferred operating parameter for the well, and operating based on the preferred operating parameter.

Apparatus and method for oil production forecasting

Disclosed are methods for producing hydrocarbons from a subterranean reservoir. The methods comprise penetrating the subterranean reservoir with a plurality of well pairs that are laterally displaced across a well pad in an array. The methods further comprise operating the plurality of well pairs under a first set of conditions that induce a solvent-concentration gradient, a temperature gradient, or a combination thereof within the subterranean reservoir by: (i) injecting varying concentrations of steam, solvent, or combinations thereof across the array, and (ii) producing hydrocarbons from the reservoir via the plurality of well pairs. The methods further comprise operating the plurality of well pairs under a second set of conditions that delocalize the solvent-concentration gradient, the temperature gradient, or the combination thereof across the array to enhance hydrocarbon production.

Hydrocarbon-production methods employing multiple solvent processes across a well pad

Methods are provided for producing hydrocarbons and recovering solvent from a subterranean reservoir that is penetrated by an injection well and a production well, in which a production phase involves injecting solvent (and optionally steam) to mobilize viscous hydrocarbons and a solvent-recovery phase involves non-condensable gas injection. The production phase and the solvent-recovery phase are each defined by an injection profile. The solvent-recovery-phase injection profile is selected: (i) based on the production-phase injection profile, and (ii) to ensure the pressure/temperature conditions in proximity to the production well favor gas-phase solvent recovery.

Methods for recovering solvent and producing hydrocarbons from subterranean reservoirs

Disclosed herein are methods for producing hydrocarbons from a subterranean reservoir that is penetrated by an injection well and a production well. The methods comprise operating the injection well under a set of injection parameters and operating the production well under a set of production parameters to produce a production fluid that has an API gravity that changes over time (&#x394;API) as the method is advanced towards an ultimate recovery factor (RF) for the reservoir. The methods further comprises modulating the injection parameters, the production parameters, or a combination thereof to decrease or increase the API gravity of the production fluid depending on whether &#x394;API and RFsatisfy a set of requirements as disclosed herein.

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Calgary, Canada

Prince Azom