Cross-well seismic monitoring of carbon dioxide injection
10876395 ยท 2020-12-29
Assignee
Inventors
- Yusuf Bilgin Altundas (Burlington, MA, US)
- Jiyao Li (Piermont, NY, US)
- Nikita Chugunov (Arlington, MA, US)
- Terizhandur S. Ramakrishnan (Boxborough, MA, US)
Cpc classification
G01V2210/6122
PHYSICS
G01V1/42
PHYSICS
International classification
G01V1/42
PHYSICS
Abstract
Methods are provided for tracking carbon dioxide (CO.sub.2) migration in a hydrocarbon-bearing reservoir located under a cap rock in a formation. In one embodiment, at least one seismic source and a plurality of receivers are located in spaced boreholes in the formation with the sources and receivers located near or at the reservoir so that direct paths from the sources to the receivers extend through the reservoir. CO.sub.2 is injected from the borehole containing the seismic sources into the reservoir, and the sources are activated multiple times over days and seismic signals are detected at the receivers. From the detected signals, time-lapse travel delay of direct arrivals of the signals are found and are used to track CO.sub.2 in the reservoir as a function of time. In another embodiment, the sources and receivers are located above the reservoir, and reflected waves are utilized to track the CO.sub.2.
Claims
1. A method of tracking carbon dioxide migration in a hydrocarbon-bearing reservoir located in a formation traversed by two boreholes spaced from each other, the method comprising: locating at least one seismic source in a first of the two boreholes and a plurality of receivers in a second of the two boreholes, wherein the at least one seismic source and the plurality of receivers arranged such that direct paths from the at least one seismic source to the plurality of receivers extend through the reservoir, wherein the at least one seismic source comprises a plurality of seismic sources that each provide source signals that are substantially parallel to one another and wherein each source signal travels from a first height to a second height that is lower than the first height; injecting carbon dioxide from the first of the two boreholes into the reservoir; activating the at least one seismic source multiple times over multiple days and detecting seismic signals at the plurality of receivers; from the seismic signals detected at the plurality of receivers, finding travel time delay of direct arrivals of the seismic signals over time; and using the travel time delays to track a carbon dioxide front in the reservoir as a function of time.
2. The method of claim 1, wherein the tracked carbon dioxide front includes a radial distance of the front from the injection well as a function of depth.
3. The method of claim 2, wherein: the radial distance of the front is determined according to d.sub.rg=x.sub.g sin , where d.sub.rg is the radial distance, x.sub.g is a distance a seismic signal travels through a carbon dioxide invaded portion of the reservoir, and is an angle between an acoustic ray relative and a reference point, and where
4. The method of claim 1, further comprising: estimating an arrival time of carbon dioxide at the second borehole.
5. The method of claim 1, wherein: the at least one seismic source comprises a plurality of seismic sources with at least two seismic sources located above the reservoir, and the plurality of receivers include at least one receiver located beneath the reservoir.
6. The method of claim 1, wherein: the at least one seismic source comprises a plurality of seismic sources with at least one seismic source located at a depth of the reservoir, and the plurality of receivers include at least one receiver located beneath the reservoir.
7. The method of claim 1, wherein: the at least one seismic source comprises a plurality of seismic sources with a plurality of seismic sources located above the reservoir, at least one seismic source located at the depth of the reservoir, and the plurality of receivers include a plurality of receivers located beneath the reservoir and at least one receiver located at the depth of the reservoir.
8. The method of claim 1, wherein: the locating comprises placing the at least one seismic source in the first of the two boreholes and the plurality of receivers in the second of the two boreholes a first time, and activating the at least one seismic source a first time, and detecting the seismic signals a first time to obtain a baseline, and repeating the activating and the detecting a plurality of times over multiple days.
9. The method of claim 8, further comprising: between repetitions of the activating and the detecting, removing the plurality of receivers from the second of the two boreholes and then locating the plurality of receivers in the second of the two boreholes again at substantially identical locations.
10. The method of claim 9, further comprising: between repetitions of the activating and the detecting, removing the at least one source from the first of the two boreholes and then locating the at least one source in the first of the two boreholes again at a substantially identical location.
11. The method of claim 1, further comprising: from the seismic signals detected at the plurality of receivers determining at least one of an amplitude change and a seismic waveform change of reflected signals, wherein at least a first of the at least one seismic source is located above the reservoir, and at least a first plurality of the plurality of seismic receivers are located above the reservoir; and using the at least one of an amplitude change and a waveform change to track carbon dioxide migration at the top of the reservoir as a function of time.
12. A method of tracking carbon dioxide migration in a hydrocarbon-bearing reservoir located in a formation traversed by two boreholes spaced from each other, the method comprising: locating a plurality of seismic sources in a first of the two boreholes and a plurality of receivers in a second of the two boreholes, the plurality of seismic sources located above the reservoir, and the plurality of receivers located above the reservoir, wherein the plurality of seismic sources each provide source signals that are substantially parallel to one another and wherein each source signal travels from a first height to a second height that is lower than the first height; injecting carbon dioxide from the first of the two boreholes into the reservoir; activating the plurality of seismic sources multiple times over multiple days and detecting seismic signals that reflect off the top of the reservoir at the plurality of receivers; from the seismic signals detected at the plurality of receivers, finding at least one of waveform change and amplitude change of the seismic signals over time; using the at least one of waveform change and amplitude change to track carbon dioxide at the top of the reservoir as a function of time.
13. A method according to claim 12, wherein: changes in amplitudes are calculated according to
14. A method according to claim 12, wherein: changes in waveform are calculated according to
Description
BRIEF DESCRIPTION OF THE DRAWINGS
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DETAILED DESCRIPTION
(14) The particulars shown herein are by way of example and for purposes of illustrative discussion of the examples of the subject disclosure only and are presented in the cause of providing what is believed to be the most useful and readily understood description of the principles and conceptual aspects of the subject disclosure. In this regard, no attempt is made to show details in more detail than is necessary, the description taken with the drawings making apparent to those skilled in the art how the several forms of the subject disclosure may be embodied in practice. Furthermore, like reference numbers and designations in the various drawings indicate like elements.
(15) Carbon dioxide is regarded as one of the best injection fluids for enhancing oil recovery through developed miscibility. When injected into a oil-bearing formation, carbon dioxide dissolves in oil, thereby reducing the viscosity and increasing the mobility of the oil. Moreover, oil that might have initially been bypassed in an EOR flood will undergo swelling caused by carbon dioxide dissolution into the oil, promoting further enhanced oil recovery. Furthermore, oil partitions into the carbon dioxide rich phase, and this phase at appropriate pressure conditions becomes miscible with the hydrocarbon containing carbon dioxide. Although developed miscibility, increased mobility, and the swelling effect improve the oil recovery on the small scale, the overall oil recovery rate at the field scale is strongly affected by channeling, fingering, and bouyancy effects. Injected carbon dioxide forms channels extending into the oil and leaving part of the formation unswept. Bouyancy of injected carbon dioxide causes upward migration and forms a gravity tongue beneath impermeable layers, which leaves the bottom of the reservoir uncontacted with carbon dioxide. Therefore, in one aspect, and as discussed in detail hereinafter, injected carbon dioxide is monitored for improving the sweep efficiency and increasing recovery rate in EOR. In another aspect, and as discussed in detail hereinafter, the arrival of carbon dioxide is estimated in order to mobilize well logging measurements in time. Therefore an advance estimate of arrival times of carbon dioxide allows the minimization of idle crew-and-logging time.
(16) According to one aspect, seismic monitoring of CO.sub.2 away from the injection well during and post injection can help improve the sweep efficiency and increase oil recovery. In order to identify manners of accurately monitoring movement of the CO.sub.2, it may be desirable to first simulate carbon dioxide injection into a mature oil field. In particular, as suggested by the schematic of a computational domain for reservoir simulation of
(17) TABLE-US-00001 TABLE 1 Input parameters and reservoir dimensions used in the simulation Properties SI Grid dimensions 30 30 18 Dx, Dy, Dz 1.83 m k.sub.x and k.sub.y 50 mD k.sub.z 45 mD 20% S.sub.wr, S.sub.or, S.sub.gr 0.2, 0.3, 0.2 Water injection rate 79.5 sm.sup.3/day CO.sub.2 injection rate 8.45 sm.sup.3/day Reservoir temperature 100 C. Reservoir pressure 120 bar (12 Mpa) Initial brine salinity 100 kg/sm.sup.3 Salinity of injected water 10 kg/sm.sup.3 CO.sub.2 injection period 125 days
(18) In order to model the formation and account for CO.sub.2 dissolution effect on the elastic properties of oil, REFROP-NIST, a code developed by the National Institute of Standards and Technology (NIST) for calculating thermodynamic properties of reference fluid was utilized. Mole fractions of oleic and CO.sub.2-rich phases from the reservoir simulation were utilized in fluid substitution models to calculate the effective velocities, and the corresponding synthetic waveforms were generated accordingly. More particularly, time-lapse mole fractions of each hydrocarbon molecule, fluid saturation, and pressure profiles from reservoir simulation are utilized in a CO.sub.2, brine and oil fluid substitution model with REFPROP and the effective velocity and bulk density of rock formation are calculated. The mixture model in REFPROP is capable of determining the elastic properties of a limited set of hydrocarbons (up to C.sub.12) and their mixtures with CO.sub.2. The oil components, C.sub.4 through C.sub.12, considered in an ECLIPSE simulator were linked with the reference hydrocarbon molecules available in REFPROP's database and the elastic properties of the fluid mixture (except for brine) were calculated accordingly. In order to calculate the adiabatic bulk modulus of brine, the brine model in Batzle, M., and Wang, Z., Seismic properties of pore fluids, Geophysics 16, p. 1396-1408 (2013) can be used. Calculated elastic properties of reservoir fluid are substituted into either the known Gassmann or patchy saturation models and the effective bulk and shear moduli, bulk density, and the effective compressional and shear velocity profiles of rock matrix are calculated accordingly.
(19) Turning now to synthetic seismic waveform generation, for the continuity of the rays through the region outside the oil reservoir, and as discussed above with reference to
(20) In one aspect, the same uniform numerical grids in synthetic waveforms as in the reservoir simulation were used in order to avoid the need of interpolating the effective velocity and density profiles for use in synthetic waveform generation. The grid length in the reservoir simulation is sufficiently small to lay at least three numerical grids per wavelength ensuring accurate waveform generation. Magnitude of seismic contrast between pre- and post-CO.sub.2 injection depends on the attenuation in seismic response posed by the formation rock and fluid substitution models used to calculate the effective compressional and shear velocity profiles. Recent studies indicate that patchy-saturation models are more suitable for fluid substitution when CO.sub.2 is present in the fluid. In order to quantify the effect of fluid substitution models on seismic response, the effective velocities were calculated using Gassmann and a patchy-saturation models for which the simulated saturation and pressure profiles corresponding to pre-CO.sub.2 injection (baseline) and 125 days of CO.sub.2 injection were utilized. Velocity and density profiles from fluid substitution models were then utilized in TWIST to generate the corresponding synthetic waveforms. The calculations via the patchy saturation model result in a larger effective velocity compared to the velocities obtained by Gassmann model. With the Gassmann model, a larger shift from the baseline seismograms was observed.
(21) Given the above, the workflow of an integrated reservoir simulation, fluid substitution and synthetic waveform generation may be summarized as seen in
(22) Turning now to time-lapse travel time delay in direct arrivals of seismic waves, it should be appreciated that presence of CO.sub.2 in a ray path of a direct wave between a source and receiver pair reduces the effective velocity and causes a delay in CO.sub.2 arrival at the receiver. Thus, a non-zero delay time observed in direct arrival measurement indicates that CO.sub.2 plume crosses the acoustic ray path between the source and the receiver. If the delay time is a measurable quantity, presence of CO.sub.2 can be inferred from the delay time relative to source and receiver coordinates and CO.sub.2 plume at a later time or arrival of CO.sub.2 at the monitoring well can be predicted using time-lapse change in delay times. In one embodiment, the delay times in direct arrivals are measured using the cross correlation of a reference waveform (baseline) with another waveform measured at the same sensor post CO.sub.2 injection. Cross correlation is given by
(23)
where is the time lag and d.sub.0(x.sub.s, x.sub.r, t) and d.sub.n(x.sub.s, x.sub.r, t) are the baseline and perturbed waveforms, respectively, for a source and receiver pair of x.sub.s and x.sub.r. The following discrete form of cross-correlation is used to pick the time lag in a seismogram for (x.sub.s,x.sub.r) pair caused by CO.sub.2 injection:
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where .sub.0 and .sub.n are the means of the corresponding reference and perturbed seismograms respectively and i is the index value in the discrete summation. Travel time delays in waveforms for each source-receiver pair are measured at each seismic survey (synthetic) time and can be plotted against the survey time (CO.sub.2 injection time) for the same source-receiver pairs. An example of travel time delay versus CO.sub.2 injection time (survey time) for x.sub.s=7 (source S7) and x.sub.r=16 (receiver R16) is shown in
(25) More particularly, a plot of travel time delay vs CO.sub.2 injection time contains the characteristics of CO.sub.2 movement in a cross-well geometry and is indicative of the whereabouts of a CO.sub.2 plume after injection. For instance, the time-lapse travel time delay curve of
(26) It will be appreciated that
(27) According to one aspect, there are at least three pieces of information that can be utilized from the travel time delay measurements for monitoring CO.sub.2. First, the presence of CO.sub.2 in the ray path of the wave between source and receiver can be determined based on the delay time analysis. Second, delay time caused by CO.sub.2 injection increases as the injected CO.sub.2 replaces the residual oil in the reservoir. When the CO.sub.2-oil bank reaches the production well, or if CO.sub.2 sweeps the residual oil from the pathway of the wave (no more change in saturation) between the source and receiver pair, then the delay in arrival time is at the peak, and is indicative either of CO.sub.2 presence in the reservoir relative to the position of source and receiver pairs or the CO.sub.2-oil bank reaching the production well at the depth of the receiver. Third, measurements of delay time in direct arrivals can be utilized for determining the rock physics model suitable for the reservoir. These three points are discussed in detail below with reference to
(28) Turning now to
(29) In one embodiment, certain source-receiver configurations are favored over others to improve the ray coverage through the CO.sub.2 plume and have a better contrast in delay time. This is because CO.sub.2 plumes tend to migrate upward due to buoyancy (when CO.sub.2 is lighter) and the plumes do not always sweep the oil at the bottom of the reservoir. Thus, in the reservoir model of
(30) Source and receiver configurations can be optimized so that the ray paths between sources and receivers trace CO.sub.2 plume with the same angles. An example of such configuration is given in
(31) By way of example, using an arrangement similar to that of
(32) Tracking of the carbon dioxide at depths below the caprock/reservoir interface may also be determined from the delay time in the seismic signals. For example, and as previously described,
(33) More particularly, using a ray path (904) from the arrangement of
x.sub.o.sup.0=x.sub.g+x.sub.o.sup.1=V.sub.gt.sub.g+V.sub.ot.sub.o.sup.1(3)
where x.sub.o.sup.1 is the length of the ray path in the oil zone, V.sub.g is the effective sound speed of rock invaded with the CO.sub.2. It can be shown that
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where d.sub.rg is the radial distance of the gas front from the injection well. Here it is assumed that the gas movement has a well-defined interface called the front. By way of example only, if V.sub.g=3500 m/s, V.sub.o=3700 m/s, and =0.3 ms, x.sub.g can be calculated as equal to 12.95 m, and where =30, d.sub.rg=6.475 m, thereby defining the CO.sub.2 front at a depth in the reservoir d.sub.z=d.sub.s+x.sub.g cos where d.sub.s is the depth of the source.
(35) Given the above, according to one embodiment, one or more high frequency piezoelectric acoustic sources such as Schlumberger's Z-TRAC are located in a first (injection) well, at or near the depth of a reservoir of interest located beneath a caprock, and a plurality of acoustic receivers such as an array of Distributed Acoustic Sensors (DAS) are located in a second (detection and/or production) well in or near the depth of the reservoir of interest. The one or more sources and the receivers may be located above, below, or at the reservoir depth, as long as the direct ray paths from the one or more sources to the receivers extend through the reservoir. In one embodiment, a test with the sources and receivers is conducted prior to injection of carbon dioxide into the reservoir of interest from the first well with the sources being activated and the receivers detecting resulting signals in order to find the delay in travel time of the seismic signals utilizing equation (2). In one embodiment, the sources and receivers are kept in the respective wells continuously (e.g., they are built into completions within the wells). In another embodiment, the sources and/or receivers are removed from one or both wells and returned to the wells at a later time in substantially their same locations (e.g., using wireline tool strings). In any event, carbon dioxide is injected from the injection well into the reservoir and the one or more acoustic sources are activated over a period of time (e.g., daily), and the travel times of direct arrivals are measured at the receivers. Over time, based on detected travel time delays, the presence of the carbon dioxide at locations in the reservoir relative to the source and receiver locations (i.e., the carbon dioxide front) is identified, e.g., using equations (3) and (4). In addition, the carbon dioxide arrival time at the production well can be predicted.
(36) It should be appreciated that the time-lapse travel time delay method is very effective in monitoring the migration of a CO.sub.2 plume away from the injection well. It is robust and not affected by attenuation. Time-lapse crosswell seismic measurements with optimized source-receiver configuration have the capability of determining CO.sub.2 plume spatially and predict CO.sub.2 arrival in the injection well. According to one aspect, because the maximum travel time delay is small (<1 ms) in the time-lapse travel time delay method, it is desirable that the source-receiver configuration be repeatable. In other words, it is desirable that if the seismic sources and receivers are to be removed from the wells between tests that the sources and receivers be precisely located to the same depth locations upon the next test.
(37) In one aspect, the process of monitoring CO.sub.2 movement in a reservoir utilizing direct arrivals does not make use of reflected waves, although reflected waves can carry important information about the velocity field and can provide additional information for monitoring CO.sub.2.
(38) If full seismic waveforms are analyzed, it can be shown that there are several phases appearing in the seismograms following the direct arrival: waves reflected from the top of the reservoir (PP and PS) and waves reflected from the underburden (PPP and PPS), where P and S stand for compressional and shear wave respectively. Here, PP and PS are the P to P and P to S waves reflected from the top of the reservoir. PPP and PPS are the P to P and P to S waves reflected from the bottom of the reservoir, respectively. In addition, it can be shown that there is a significant change in the amplitude of PP wave from a baseline. Presence of CO.sub.2 at the top of the reservoir changes the impedance and the amplitudes of the reflected waves. By calculating the reflection coefficients of PP waves for velocities at baseline and after 125 days of CO.sub.2 injection and plotting the calculated reflection coefficients against angles () a small but measurable change in amplitude of PP phase caused by the presence of CO.sub.2 can be observed. For this source and receiver configuration, the relative change is the highest if the angle () is about 50. In order to calculate the changes in the amplitude and the waveform of PP phase, a window can be used to encompass the PP phase. The time-lapse changes in amplitudes and waveforms are calculated by using the following equations, respectively:
(39)
where d.sub.0 and d.sub.n are baseline and perturbed waveforms and T.sub.w is the time interval (window) of interest.
(40) In
(41) In one aspect, coverage of reflection points at the top of the reservoir is desired. In order to monitor CO.sub.2 movement between the injection and the production wells, sufficient number of reflection points are useful at the top of the reservoirs because, with this method, the presence of CO.sub.2 is found at the reflection points. In the case of using a single shot location, the reflection points cover only a small area at the top of the reservoir, thereby limiting CO.sub.2 monitoring to a small area at the top of the reservoir.
(42) In one aspect, different source-receiver configurations were assessed in order to optimize the coverage of reflection points for the reservoir. One desirable example is seen in
(43) It is noted that the effects of attenuation and fluid substitution models on amplitude change were tested and it was observed that the magnitude change in amplitude is affected by the attenuation and the use of different rock physics models (patchy saturation vs Gassmann models). However, the pattern in time-lapse amplitude change versus CO.sub.2 injection time remains the same and conveys similar information about the movement of CO.sub.2 plume. Thus, for purposes of brevity, only the Gassmann elastic model is shown in
(44) Based on the above, a plurality of acoustic sources such as Schlumberger's Z-TRAC are located in a first (injection) well, above a reservoir of interest located beneath a caprock, and a plurality of acoustic receivers such as an array of Distributed Acoustic Sensors (DAS) are located in a second (detection and/or production) well above the reservoir of interest. In one embodiment, a test with the sources and receivers is conducted prior to injection of carbon dioxide into the reservoir of interest from the first well with the sources being activated and the receivers detecting resulting signals in order to find the reflected wave waveforms and/or amplitudes. In one embodiment, the sources and receivers are kept in the respective wells continuously. In another embodiment, the sources and/or receivers are removed from one or both wells and returned to the wells at a later time in substantially their same locations. In any event, carbon dioxide is injected from the injection well into the reservoir and the acoustic sources are activated over a period of time (e.g., daily), and waveforms and/or amplitudes of the reflected waves are measured at the receivers according to equations. Over time, based on the waveform and/or amplitude changes of the detected waves as determined, e.g., by equations (5) and (6), the presence of the carbon dioxide at locations at the reservoir-cap rock interface relative to the source and receiver locations (i.e., the carbon dioxide front) is identified. In addition, the carbon dioxide arrival time at the production well can be predicted by tracking the movement of the front.
(45) In summary, measurable changes in amplitudes and waveforms caused by CO.sub.2 injection are observed. With this method, measurements of amplitudes and waveforms are repeatable and will not be affected by small shifts in source-receiver locations during repeat surveys. Also, attenuation does not appear to affect the result as the signal to noise ratio can be increased by stacking rays reflected from the same reflection points. The method is suitable for monitoring CO.sub.2 at and just underneath the caprock (or reflector).
(46) In one aspect, some of the methods and processes described above, such as measuring delay times in direct arrivals using the cross correlation of a reference waveform (baseline) with another waveform are performed by a processor which may be located downhole or uphole. The term processor should not be construed to limit the embodiments disclosed herein to any particular device type or system. The processor may include a computer system. The computer system may also include a computer processor (e.g., a microprocessor, microcontroller, digital signal processor, or general purpose computer) for executing any of the methods and processes described above. The computer system may further include a memory such as a semiconductor memory device (e.g., a RAM, ROM, PROM, EEPROM, or Flash-Programmable RAM), a magnetic memory device (e.g., a diskette or fixed disk), an optical memory device (e.g., a CD-ROM), a PC card (e.g., PCMCIA card), or other memory device.
(47) Some of the methods and processes described above, can be implemented as computer program logic for use with the computer processor. The computer program logic may be embodied in various forms, including a source code form or a computer executable form. Source code may include a series of computer program instructions in a variety of programming languages (e.g., an object code, an assembly language, or a high-level language such as C, C++, or JAVA). Such computer instructions can be stored in a non-transitory computer readable medium (e.g., memory) and executed by the computer processor. The computer instructions may be distributed in any form as a removable storage medium with accompanying printed or electronic documentation (e.g., shrink wrapped software), preloaded with a computer system (e.g., on system ROM or fixed disk), or distributed from a server or electronic bulletin board over a communication system (e.g., the Internet or World Wide Web).
(48) Alternatively or additionally, the processor may include discrete electronic components coupled to a printed circuit board, integrated circuitry (e.g., Application Specific Integrated Circuits (ASIC)), and/or programmable logic devices (e.g., a Field Programmable Gate Arrays (FPGA)). Any of the methods and processes described above can be implemented using such logic devices.
(49) Although only a few examples have been described in detail above, those skilled in the art will readily appreciate that many modifications are possible in the examples without materially departing from this subject disclosure. Thus, by way of example only, and not by way of limitation, while various embodiments describe a formation traversed by two boreholes in which seismic sources and receivers are respectively located, it will be appreciated that additional boreholes may be provided with receivers (sensors) in those boreholes. With multiple boreholes equipped with sensors, mapping of carbon dioxide fronts can be accomplished in three dimensions. Also, while particular formation models were described, it will be appreciated that other models could be utilized. Also, while methods for tracking carbon dioxide movement in a reservoir have been set forth that use the determination of delay of direct ray paths and that use the change in amplitude and/or waveform of reflected waves, it will be appreciated that the two may be used together. More particularly, in one embodiment, the determinations of change in amplitude and/or waveform of reflected waves may be used as a confirmation or check on the determinations made as to the carbon dioxide front made utilizing direct ray path delay. This may be accomplished without the use of additional sources and detectors, particularly where multiple sources and detectors above the reservoir are used in the direct ray path delay measurements. Accordingly, all such modifications are intended to be included within the scope of this disclosure as defined in the following claims.