1. Field of the Invention
The present invention relates to computerized modeling of subsurface reservoirs, and in particular to forming models of saturation based on measurements made in or about the reservoir during its production life.
2. Description of the Related Art
In the oil and gas industries, the development of underground hydrocarbon reservoirs typically includes development and analysis of computer models of the reservoir. These underground hydrocarbon reservoirs are typically complex rock formations which contain both a petroleum fluid mixture and water. The reservoir fluid content usually exists in two or more fluid phases. The petroleum mixture in reservoir fluids is produced by wells drilled into and completed in these rock formations.
A geologically realistic model of the reservoir, and the presence of its fluids, helps in forecasting the optimal future oil mid gas recovery from hydrocarbon reservoirs. Oil and gas companies have come to depend on geological models as an important tool to enhance the ability to exploit a petroleum reserve. Geological models of reservoirs and oil/gas fields have become increasingly large and complex. In such models, the reservoir is organized into a number of individual cells. Seismic data with increasing accuracy has permitted the cells to be on the order of 25 meters areal (x and y axis) intervals. For what are known as giant reservoirs, the number of cells is the least hundreds of millions, and reservoirs of what is known, as giga-cell size (a billion cells or more) are encountered.
The presence and movement of fluids in the reservoir varies over the reservoir, and certain characteristics or measures as water or oil saturation and fluid encroachment made during production from existing wells in a reservoir, are valuable in the planning and development of the reservoir.
When characterizing and developing a reservoir field, a model of the reservoir covering the entire reservoir has been required to be built to provide an accurate model for reservoir planning. Accurate indications of the presence and movement of reservoir are an essential input in fluids in reservoir evaluation and planning. So far as is known, modeling of the presence and movement of reservoir fluids over a projected reservoir life has been based on reservoir simulation models. An example of such a simulation model is that of U.S. Pat. No. 7,526,418, which is owned by the assignee of the present invention.
Briefly, the present invention provides a new and improved computer implemented method of obtaining measures in a computer system of fluid saturation of a subsurface reservoir over a period of time during production from the reservoir based on data measurements from wells in the reservoir. According to the method of the present invention initial data about formations in the reservoir received from wells in the reservoir are processed to determine an initial measure of fluid saturation of formations in the reservoir at an initial time. The determined initial measure of fluid saturation in formations of interest in the reservoir is transferred to a data memory of the computer system. Production logs and data during production, subsequent to the initial time from wells in the reservoir are processed to determine measures of fluid saturation of formations during production. The determined measures of fluid saturation of formations for the reservoir are assembled, and an output display formed of selected ones of the determined measures of fluid saturation in formations of interest in the reservoir for evaluation of formation fluid saturation changes during production from the reservoir.
The present invention provides a new and improved, data, processing system for obtaining measures of fluid saturation of a subsurface reservoir over a period of time during production from the reservoir based on data measurements from wells in the reservoir. The data processing system includes a processor which processes initial data about formations in the reservoir received from, wells in the reservoir to determine an initial measure of fluid saturation of formations in the reservoir at an initial time. The processor also transfers the determined initial measure of fluid saturation in formations of interest in the reservoir to a data memory of the computer system. The processor of the data processing system, also processes production data during production subsequent to the initial time from wells in the reservoir to determine measures of fluid saturation of formations during production, and assembles in memory the determined measures of fluid saturation of formations for the reservoir. The data processing system also includes an output display which forms, images of selected ones of the determined measures of fluid saturation in formations of interest in the reservoir for evaluation of formation fluid saturation changes during production from the reservoir.
The present invention also provides a new and improved data storage device which has stored in a computer readable medium computer operable instructions for causing a data processing system to obtain measures in a computer system of fluid saturation of a subsurface reservoir over a period of time during production from the reservoir based on data measurements from wells in the reservoir. The instructions stored in the data storage device causing the data processing system to process initial data about formations in the reservoir received from wells in the reservoir to determine an initial measure of fluid saturation of formations in the reservoir at an initial time. The instructions also cause the data processing system to transfer the determined initial measure of fluid saturation in formations of interest in the reservoir to a data memory of the data processing system. The instructions cause the data processing system to process production data during production subsequent to the initial time from wells in the reservoir and determine measures of fluid saturation of formations during production. The instructions also cause the data processing system to assembling in memory the determined measures of fluid saturation of formations for the reservoir, and to form an output display of selected ones of the determined measures of fluid saturation in formations of interest in the reservoir for evaluation of formation fluid saturation changes during production from the reservoir.
In the drawings, a flowchart shown in
The processing sequence includes a flow chart I (
Turning to
During step 12 of processing in the data processing system D, the stored initial 3D geological model data is migrated from database memory for processing fey petrophysical modeling. In one embodiment of the present invention, such, petrophysical modeling may fee performed for instance by a processing system known as PETREL available from Schlumberger Corporation. It should also be understood that the petrophysical modeling may, if desired, be performed according to other available techniques such as those available as: GOCAD from GoCAD Consortium; Vulcan from Vulcan Software; DataMine from DataMine Ltd; FraeSys from Colder Associates, Inc.; GeoBlock from Source Forge; or deepExploration from Right Hemisphere, Inc.; or other suitable source.
During step 14, input saturation data obtained from processing data from well logs including open hole (OH) logs from the wells hi the reservoir before production, as well as data cased hole (CH) logs such as pulsed neutron (PNL) or production logging tool (PLT) logs after casing has been installed in wells are populated or made available to be located into the geological model being processed. In addition during step 14, data regarding well production, completion, well markers, well head data, well directional survey are populated, or made available to be located into the geological model being processed.
During step 16, a quality control analysis or correlation is made between the geological model data migrated for processing during step 12 and the open hole log data from step 14. If errors or irregularities are detected between geological model data and open hole log data during quality control in processing during step 16, such data may be omitted from processing or may be subject to analysis for corrective action to be taken. Also during step 16, a quality control analysis or correlation is made between the fluid saturation measures available form production log data, open hole log data and also the initial saturation model.
During step 18, initial, fluid contacts (for both Free Water Level and Gas-Oil) are determined for each of the various regions, platforms, domes and fields of interest in the reservoir. The processing during step 18 is done by a petrophysical model system, of the type described above in connection with step 12. As a result of step 18, a fluid encroachment database and an initial fluid encroachment for the reservoir is formed and available in the data processing system D for further fluid encroachment modeling according to the step in the flow chart, as will be described.
Fluid encroachment modeling and reservoir analysis (
Next, during step 22 a measure of the location of OWC surface for each year or time steps over the time of interest for the reservoir is established. During step 22, quality control of OWC surfaces previously generated is performed: Synthetic OWC logs×Water Production.
During step 24 gas-oil contact (GOC) wed tops, or the depth of the geological layer wherein such contact occurs, are determined from either or both of PNL logs and OH logs. Further, any GOC information reported on well events in the input data is taken into account in the input data.
During step 26, indications of gas-oil contact (GOC) are generated for each year during previous and projected production life of the reservoir for the well tops in the geological model so that all locations of such contact in the reservoir model are identified. During step 26, GOC in the years where GOC from logs is not available are also determined by interpolation using measures of production of the well or platform in question for those years.
During step 28, indications of secondary GOC are identified and the 3D fluid contact properties determined during step 24 are updated with identified secondary GOC 3D fluid contact for the platforms, regions and domes of interest in the reservoir. Adjustments are also made during step 28 for changes in GOC levels is wells affected by gas conning and the 3D fluid contact model updated accordingly.
During step 30, a 3D fluid contact property is generated for each year or time step over the time of interest for the reservoir. During step 30, a quality control analysis or correlation is made between the 3D fluid contact properties for the various time steps generated based on the data from the various logs available from weds in the reservoir: production/completion, OH and PNL. If errors or irregularities are detected in the 3D fluid contact properties, such data may be subject to analysis for corrective action, to be taken.
During step 32, a measure of 3D saturation properties is determined for the various time steps of interest, and thus a 4D saturation property for foe reservoir of interest is obtained. The 4D saturation property obtained is obtained from actual data measurements obtained for wells in the reservoir before and during production and is thus not based on simulation. Thus, there is no need to confirm that the simulation data is representative of reservoir conditions. Reservoir saturation over the production life can be determined from production data. Actual fluid movement over time can be determined and observed.
From the 4D simulation property obtained during step 32, a 3D measure of remaining oil in place (REMOIP) properties per time step (and thus a 4D REMOIP property) is formed during step 34. Also during step 34, maps of remaining oil in place or REMOIP may be formed for layer or zones of interest in the reservoir being modelled according to the present invention data.
During step 36, the reservoir fluid encroachment measures resulting from saturation modelling according to the present invention are evaluated for accuracy and acceptability. During step 38, if the results of step 36 indicate acceptable results the results are updated in memory of the data processing system D. The updated results can then be displayed or otherwise made available during step 38 as deliverable output data. If further processing is indicated necessary during step 36, processing returns to steps 20 and 24, as indicated in
As illustrated in
The computer C has a user interface 46 and an output data display 48 for displaying output data or records of lithological fades and reservoir attributes according to the present invention. The output display 48 includes components such as a printer and an output display screen capable of providing printed output information, or visible displays in the form of graphs, data sheets, graphical images, data plots and the like as output records or images.
The user interface 46 of computer C also includes a suitable user input device or input/output control unit 50 to provide a user access to control, or access information and database records and operate the computer C. Data processing system D further includes a database 52 stored in computer memory, which may be internal memory 42, or an external, networked, or non-networked memory as indicated at 56 in an associated database server 58.
The data processing system D includes program code 60 stored in memory 42 of the computer C. The program code 60, according to the present invention is in the form of computer operable instructions causing the data processor 40 to perform the computer implemented method of the present invention in the manner described above and illustrated in
It should be noted that program code 60 may be in the form of microcode, programs, routines, or symbolic computer operable languages that provide a specific set of ordered operations that control the functioning of the data processing system D and direct its operation. The instructions of program code 60 may be may be stored m memory 42 of the computer C, or on computer diskette, magnetic tape, conventional hard disk drive, electronic read-only memory, optical storage device, or other appropriate data storage device having a non-volatile computer usable medium stored thereon. Program code 60 may also be contained on a data storage device such as server 58 as a computer readable medium, as shown.
The method of the present invention performed in the computer C can be implemented utilizing the computer program steps of
From the foregoing, it can be seen that the present invention provides saturation models based on actual reservoir data, such as production data and well logs over time during production from the reservoir. Thus, evaluation of fluid presence and movement over time in the reservoir is available based on actual measured data.
One of the difficult tasks in reservoir engineering is to obtain a perfect match for reservoir simulation models at different time during simulation of reservoir production. However, the present invention provides a reservoir saturation model based on actual data at a known time. The saturation model of the present invention based on actual data then can serve as a reference for verifying a simulation model for that known time, and thus serves as an independent check of the simulation model.
The invention has been sufficiently described so that a person with average knowledge in the matter may reproduce and obtain the results mentioned in the invention herein Nonetheless, any skilled person in the field of technique, subject of the invention herein, may carry out modifications not described in the request herein, to apply these modifications to a determined structure, or in the manufacturing process of the same, requires the claimed matter in the following claims; such structures shall be covered within the scope of the invention.
It should be noted and understood that there can be improvements and modifications made of the present invention described in detail above without departing from the spirit or scope of the invention as set forth in the accompanying claims.
This application claims priority and is related to U.S. Provisional Patent Application No. 61/548,493 filed Oct. 18, 2011 titled, “4D Saturation Modeling” which is incorporated by reference in its entity. The present invention, relates to fluid saturation, modeling of subsurface reservoirs, as does commonly owned U.S. Provisional Patent Application “Reservoir Modeling With 4D Saturation Models and Simulation Models” (Attorney Docket No. 004159.007067) filed of oven date herewith, of which applicant is inventor.
Number | Date | Country | |
---|---|---|---|
61548493 | Oct 2011 | US |