Method for real-time interpretation of pressure transient test

Patent metadata

Field	Value
Publication number	US-11603740-B2
Application number	US-201816034386-A
Country	US
Kind code	B2
Filing date	Jul 13, 2018
Priority date	Jul 13, 2017
Publication date	Mar 14, 2023
Grant date	Mar 14, 2023

Abstract

Methods for interpreting pressure transient tests and predicting future production for a well are provided. In one embodiment, a method for predicting future production includes beginning a pressure transient test within a well at a wellsite and obtaining pressure measurements of well fluid during the pressure transient test. The method can also include using the obtained pressure measurements to determine probabilistic estimates of input parameters of a pressure transient reservoir model while continuing the pressure transient test. Future production from the well can then be estimated based on the probabilistic estimates of the input parameters. Other methods and systems are also disclosed.

First claim

The invention claimed is:

1. A method for predicting future production from a well, the method comprising:
planning a pressure transient test utilizing a pressure transient reservoir proxy model based on probability distributions of input parameters;
beginning the pressure transient test within a well at a wellsite;
obtaining pressure measurements of well fluid during the pressure transient test;
using the obtained pressure measurements to determine, through inversion based on the pressure transient reservoir proxy model and while continuing the pressure transient test, probabilistic estimates of the input parameters;
estimating future production from the well based on the probabilistic estimates of the input parameters determined through inversion and a production proxy model; and
terminating the pressure transient test in response to a determination that uncertainty in the estimated future production of the production proxy model is equal to or less than a threshold value.

2. The method of claim 1 , comprising constructing the pressure transient reservoir proxy model based on realizations, wherein the realizations are generated via sampling of probability distributions for uncertain input parameters.

3. The method of claim 2 , wherein the uncertain input parameter comprise at least one member selected from a group consisting of rate of oil production, permeability, fault transmissibility multiplier and distance to a fault.

4. The method of claim 1 , wherein the planning comprises performing a global sensitivity analysis.

5. The method of claim 1 , wherein the determined probabilistic estimates of the input parameters provide for interpretation of the obtained pressure measurements.

6. The method of claim 1 , comprising forecasting future production using the production proxy model for at least one period of time after terminating the pressure transient test.

7. The method of claim 1 , comprising constructing the production proxy model based on realizations, wherein the realizations are generated via sampling of probability distributions for uncertain input parameters.

8. A system comprising:
a processor;
memory operatively coupled to the processor; and
processor-executable instructions stored in the memory to instruct the system to:
plan a pressure transient test utilizing a pressure transient reservoir proxy model based on probability distributions of input parameters;
begin the pressure transient test within a well at a wellsite;
obtain pressure measurements of well fluid during the pressure transient test;
use the obtained pressure measurements to determine, through inversion based on the pressure transient reservoir proxy model and while continuing the pressure transient test, probabilistic estimates of the input parameters;
estimate future production from the well based on the probabilistic estimates of the input parameters determined through inversion and a production proxy model; and
terminate the pressure transient test in response to a determination that uncertainty in the estimated future production of the production proxy model is equal to or less than a threshold value.

9. The system of claim 8 , comprising processor-executable instructions stored in the memory to instruct the system to: construct the pressure transient reservoir proxy model based on realizations, wherein the realizations are generated via sampling of probability distributions for uncertain input parameters.

10. The system of claim 8 , wherein the uncertain input parameter comprise at least one member selected from a group consisting of rate of oil production, permeability, fault transmissibility multiplier and distance to a fault.

11. The system of claim 8 , comprising processor-executable instructions stored in the memory to instruct the system to: perform a global sensitivity analysis to plan a pressure transient test.

12. The system of claim 8 , wherein the determined probabilistic estimates of the input parameters provide for interpretation of the obtained pressure measurements.

13. The system of claim 8 , comprising processor-executable instructions stored in the memory to instruct the system to: construct the production proxy model based on realizations, wherein the realizations are generated via sampling of probability distributions for uncertain input parameters.

Assignees

• Schlumberger Technology Corp

Inventors

• Chugunov Nikita
• Sarac Sukru
• Morton Kirsty
• Kuchuk Fikri
• Ramakrishnan Terizhandur S
• Vannuffelen Stephane

Classifications

• G06Q50/02

  Agriculture; Fishing; Forestry; Mining · CPC title

• E21B47/06 Primary

  Measuring temperature or pressure · CPC title

• G06Q10/04

  Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem" (market predictions or forecasting for commercial activities G06Q30/0202) · CPC title

• G01V2210/624

  Reservoir parameters · CPC title

• E21B49/005

  Testing the nature of borehole walls or the formation by using drilling mud or cutting data · CPC title