System and method for reservoired oil production based on calculated composition of natural tracers
A method for production prediction using tracers in an oilfield system is disclosed. The method involves reading, by a computer processor, a set of subsurface field properties characterizing a field system, generating, by the computer processor, a base field model, creating, by the computer processor, a plurality of static models of the field system, running, by the computer processor, a suite of dynamic simulations to produce a plurality of tracer compositions, creating, by the computer processor, a filling envelope function based on the plurality of tracer compositions, calculating, by the computer processor, a production prediction for a measured tracer composition based on the filling envelope function, and executing, by the computer processor, a field operation based on the production prediction, wherein the field operation results in hydrocarbon being extracted from a trap reservoir.
1 . A method comprising:
acquiring a plurality of tracer field measurements from a first wellbore regarding a trap reservoir,
wherein the plurality of tracer field measurements describe a plurality of tracer compositions in reservoir fluid from the trap reservoir, and
wherein at least one tracer composition is a carbazole tracer and a nitrogen-based compound;
performing, by a computer processor, a plurality of dynamic simulations using the plurality of tracer field measurements and a plurality of models to produce a plurality of simulated tracer compositions,
wherein each model among the plurality of models describes a plurality of structural properties of one or more subsurface rocks, and
wherein the plurality of dynamic simulations describe an accumulation of oil and a migration of the plurality of tracer compositions through one or more subsurface layers to produce the plurality of simulated tracer compositions at the trap reservoir;
calculating, by the computer processor, a production prediction for the trap reservoir based on a filling envelope function and the plurality of simulated tracer compositions,
wherein the filling envelope function determines a potential volume of accumulated hydrocarbons based on an average of tracer compositions among the plurality of simulated tracer compositions;
performing, in response to calculating the production prediction at the trap reservoir, a drilling operation using a drill string and a drill bit to produce a second wellbore that traverses the trap reservoir; and
extracting hydrocarbons from the trap reservoir using the second wellbore, a pump jack, and a pneumatic piston.
2 . The method of claim 1 , wherein the plurality of models comprises a base field model that is based on a set of subsurface field properties.
3 . The method of claim 1 , wherein for each dynamic simulation from the plurality of dynamic simulations, a test value from a suite of test values is selected for an empty parameter in random or predefined order.
4 . The method of claim 1 , wherein the plurality of dynamic simulations quantify an effect of an environment on each of the plurality of tracer compositions in the trap reservoir.
5 . The method of claim 1 , further comprising:
extracting the filling envelope function from an estimated error mapping between an amount of hydrocarbon production and the plurality of tracer field measurements.
6 . The method of claim 1 , further comprising:
presenting the production prediction on a user interface to a user.
7 . A system, comprising:
a plurality of tracers trapped in a trap reservoir in a subsurface formation;
a drilling system comprising a drill string and a drill bit; and
a computer system comprising a computer processor and a memory, wherein the memory comprises instructions configured to perform a method comprising:
performing a plurality of dynamic simulations using a plurality of tracer field measurements and a plurality of models to produce a plurality of simulated tracer compositions,
wherein the plurality of tracer field measurements are acquired from the plurality of tracers in a first wellbore,
wherein the plurality of tracer field measurements describe a plurality of tracer compositions in reservoir fluid from the trap reservoir,
wherein at least one tracer composition is a carbazole tracer and a nitrogen-based compound
wherein each model among the plurality of models describes a plurality of structural properties of one or more subsurface rocks, and
wherein the plurality of dynamic simulations describe an accumulation of oil and a migration of the plurality of tracer compositions through one or more subsurface layers to produce the plurality of simulated tracer compositions at the trap reservoir, and
calculating a production prediction for the trap reservoir based on a filling envelope function and the plurality of simulated tracer compositions,
wherein the filling envelope function determines a potential volume of accumulated hydrocarbons based on an average of tracer compositions among the plurality of simulated tracer compositions,
wherein the drilling system is configured to perform, in response to calculating the production prediction at the trap reservoir, a drilling operation using the drill string and the drill bit to produce a second wellbore that traverses the trap reservoir, and
wherein the second wellbore is used to extract hydrocarbons from the trap reservoir using a pump jack and a pneumatic piston.
8 . The system of claim 7 , wherein for each dynamic simulation from the plurality of dynamic simulations, a test value from a suite of test values is selected for an empty parameter in random or predefined order.
9 . The system of claim 7 , wherein the plurality of dynamic simulations quantify an effect of an environment on each of the plurality of tracer compositions in the trap reservoir.
10 . The system of claim 7 , further comprising:
a user interface configured to display the production prediction to a user.