THE METHOD OF DETECTING SOLID PARTICLES PRODUCTION ZONES THROUGH AN IMPERMEABLE DOWNHOLE BARRIER

Abstract

The invention relates to the petroleum industry. More specifically, the invention pertains to the method of detecting zones of solid particles (sand, proppant) production in a well where the solid particles are carried by fluid and gas flows, in those cases when the solid particles production zone is situated behind an impermeable barrier and there is no direct contact between the measuring instrument and the solid particles. To implement this method, at least one well operating regime is established, which is characterised by the presence of fluid flow carrying solid particles both along the wellbore and in one or more formations. At least one instrument for objective measurements of the acoustic signal amplitude is run in or pulled out of the well either at a constant speed or with intermittent stations. The acoustic signal amplitude is measured either at stations or during running in or pulling out of the well using at least one instrument for objective measurements of the acoustic signal amplitude. The acoustic signal amplitude measurement data obtained in the well are processed, detecting amplitude peaks in the recorded acoustic signal. At each depth, the peak shapes obtained during the measurements are compared with the reference one, distinguishing only those peaks that correspond to the impacts of solid particles. The solid particles are counted and the zone of solid particles production in the wellbore is identified. During downhole measurements the number of solid particles is estimated at one-second intervals, either while running in or pulling out of the well. During downhole measurements at stations the number of solid particles is estimated for each station. The duration of a measurement at a station is 10 seconds or longer. The distance between stations is equal to the length of the instrument for objective measurement of the acoustic signal amplitude. The acoustic signal amplitude is measured using three acoustic signal amplitude measuring instruments simultaneously, with the distance between stations being three times longer than the length of the instrument for objective measurement of the acoustic signal amplitude. The instrument for objective measurement of the acoustic signal amplitude is run in or pulled out at a constant speed of maximum six meters per second for an instrument one metre long, with additional rubber centralisers being installed. To monitoring the solid particles production and select the optimal operating regime, an additional solid particles surface detector is installed. The utilisation of this invention will enhance the accuracy of solid particles detection in a well.

Claims

1. The method of detecting solid particles production zone, including the stages at which: At least one well operating regime is established, wherein the presence of fluid flow carrying solid particles both along the wellbore or in one or more formations; At least one instrument for objective measurements of acoustic signal amplitude is run in or pulled out of the well either at a constant speed or with intermittent stations; Acoustic signal amplitude is measured either at a station or while running in or pulling out of the well using at least one instrument for objective measurements of acoustic signal amplitude; Acoustic signal amplitude measurement data obtained in the well are processed, detecting amplitude peaks in the recorded acoustic signal; At each depth, the peak shape obtained during the measurement is compared with the reference one, distinguishing only those peaks that correspond to the impacts of solid particles; Solid particles are counted; And the zone of solid particles production in the wellbore is identified.

2. A method according to claim 1 wherein the number of solid particles during a downhole measurement is estimated at one-second intervals, either when running in or pulling out of the well.

3. A method according to claim 1 wherein during downhole measurement at stations the number of solid particles is estimated for each station.

4. A method according to claim 1 wherein the duration of measurement at a station is 10 seconds or longer.

5. A method according to claim 1 wherein the distance between stations is equal to the length of the instrument for objective measurement of the acoustic signal amplitude.

6. A method according to claim 1 wherein the acoustic signal amplitude is measured using three acoustic signal amplitude measuring instruments simultaneously, with the distance between stations being three times longer than the length of the instrument for objective measurement of the acoustic signal amplitude.

7. A method according to claim 1 wherein the instrument for objective measurement of the acoustic signal amplitude is run in or pulled out at a constant speed of maximum six meters per second for an instrument one metre long, with additional rubber centralisers being installed.

8. A method according to claim 1 wherein an additional surface sensor is installed to monitor solid particles production.

Description

BRIEF DESCRIPTION OF THE DRAWINGS

[0025] Details, features and advantages of this invention ensue from the description of the embodiments of the claimed invention given below and the following drawings:

[0026] FIG. 1—Schematic representation of the measuring instrument deployment in a well;

[0027] FIG. 2—Solid particle detection method flow diagram according to the invention;

[0028] FIG. 3—30/60 mesh proppant;

[0029] FIG. 4—Oscillogram of one 30/60 mesh proppant particle impact with a barrier that separates the measuring instrument body from the detected solid particles;

[0030] FIG. 5—20/40 mesh proppant;

[0031] FIG. 6—Oscillogram of one 20/40 mesh proppant particle impact with a barrier that separates the measuring instrument body from the detected solid particles;

[0032] FIG. 7—Oscillogram of an air bubble collapsing upon an impact with the measuring instrument body;

[0033] FIG. 8—Laboratory unit schematic;

[0034] FIG. 9—Result of applying the proposed method of solid particle production zone detection using the laboratory unit;

[0035] FIG. 10—The result of applying the proposed method of solid particle production zone detection using the laboratory unit;

[0036] The following items are numbered in the figures: 1—Measuring instrument; 2—Well; 3—Cable; 4—Sheave; 5—Tilt gear; 6—Measuring unit; 7—Pipe; 8—Holding tank for solid particles; 9—Motor; 10—Pure fluid (liquid or gas) feed tube; 11—Dispenser; 12—Pipe opening; 13—Acoustic log; 14—Energy panel; 15—Low-energy particles; 16—Solid particles count column.

DISCLOSURE OF THE INVENTION

[0037] The method of detecting solid particle production zones in a well is accomplished by making a distinction between the solid particles impacts with the barrier that separates the sand production source from the measuring instrument, and other types of impacts (gas or air bubbles, mechanical shocks) in time domain. A tubing string or a production casing string may serve as the barrier, if the sand production source is located behind the pipe.

[0038] The claimed solids production zone detection method comprises the following:

[0039] Establishing at least one well operating regime characterised by the presence of fluid flow carrying solid particles (sand, proppant) both along the wellbore and in one or more reservoir zones;

[0040] Measuring the amplitude of acoustic signals generated by the reservoir fluid flow;

[0041] Detecting amplitude peaks in the recorded acoustic signal;

[0042] Comparing the resulting peak shapes at each depth with the reference one;

[0043] Distinguishing only those peaks that correspond to the impacts of solid particles;

[0044] Counting the number of solid particles;

[0045] Identifying the solid particles production zone in the wellbore.

[0046] Increasing the number of regimes to more than one will further enhance the accuracy of the results.

[0047] For additional monitoring of solid particles production and selection of the optimal operating regime, an additional solid particle surface detector is installed.

[0048] A distinctive feature of the invention is that the impacts of solid particles with the barrier that separates the solid particles production source from the measuring instrument body can be differentiated in time domain from the impacts of non-solid particles, such as gas or fluid bubbles, the instrument impacts with the wellbore walls, impacts of particles and bubbles directly with the instrument body, due to which the false peaks can be eliminated, enhancing the accuracy of solid particles production zone detection. The impacts of solid particles are recognised in time domain by comparing the reference peaks caused by solid particles impacts (sand, proppant) with the peaks that have been detected in the data, using the machine learning method.

[0049] The reference peaks from solid particle (sand, proppant) impacts are recorded in advance in laboratory conditions.

[0050] In further detail, the method of solid particle production zone detection includes establishing at least one well operating regime characterised by the presence of fluid flow carrying solid particles (sand, proppant) both along the wellbore and in one or more reservoir zones.

[0051] The measurements using the instrument for objective measurement of the acoustic signal amplitude are performed while the instrument is run in the hole, or remains at station, or pulled out of the hole.

[0052] FIG. 1 shows a schematic representation of the measuring instrument (1) deployment in the well (2). The instrument (1) position in the well (2) is adjusted by the cable (3) which is positioned above the sheave (4) and is connected to the tilt gear (5).

[0053] Measurements can also be performed while the instrument is being run in or pulled out of the well, and, in the process of running the instrument in or pulling out of the hole, measurements can also be taken at stations. Stationary measurements are preferable because in this case any noise generated by the instrument motion will be naturally excluded.

[0054] The duration of a stationary measurement can be 10 or more seconds. The minimum detectable amount of sand depends on the duration of a stationary measurement. A time interval of 10 seconds is the minimum time at a station that the conveyance equipment currently in use can support. This being the case, the number of solids particles that can be reliably detected by this instrument will be 1 particle per 10 seconds (0.1 particle per second).

[0055] The recommended distance between stations is equal to the length of measuring equipment so that the entire depth range can be surveyed. However, this distance can be made either shorter or longer, depending on the total survey time because the entire body of the measuring instrument responds to the solid particle impacts. It should be noted that several instruments for measurement of acoustic signal amplitude can be used simultaneously during the survey and in this case the distance between stations can be increased proportionally to the number of instruments (for example, if three instruments are used at the same time, the distance between stations should be increased to three lengths of the measuring equipment).

[0056] When the survey is conducted at a constant speed (during continuous logging), speed limitations, e.g. maximum six metres per minute, should be observed. The logging speed also affects the minimum detectable number of solid particles. The acceptable continuous logging speed is determined according to the measuring equipment length. For example, if the measuring instrument is 1 metre long, the continuous logging speed of 6 metres per second will be equivalent to a 10-second stationary measurement, which is sufficient for reliable detection of the number of solid particles in the well flow at a rate of 0.1 particle per second or higher.

[0057] Rubber centralisers can be used during the survey in order to reduce the acoustic noise generated by the instrument friction against the wellbore walls.

[0058] The source data recorded by the instrument for objective measurement of acoustic signal amplitude should be processed in time domain to detect solid particles production zone in the well.

[0059] A flow diagram of the proposed method is given in FIG. 2. Initially, the source data are sent to the pre-processing unit. The pre-processing phase may include peak detection or feature extraction, or both peak detection and feature extraction at the same time.

[0060] A peak is generated upon collision of solid particles (sand or proppant grains) with the barrier that separates the solid particle production source from the measuring instrument body. FIG. 4 and FIG. 6 show the peaks generated by proppant particles of different size: 30/60 mesh (FIG. 3) and 20/40 mesh (FIG. 5), respectively. The peak detection can identify the initial and final peak points in a large volume of acoustic data. It allows segmenting and isolating the peaks of interest. The detection can be done using different methods, such as fractal analysis, wavelet transformation, or spectral analysis (acoustic energy, allocated frequency band). This phase may be omitted and in this case all measured acoustic data will be sent to the recognition unit.

[0061] Acoustic characteristics of the peaks can be extracted and represented in a compact form by selecting their distinguishing features. Such characteristics as mel-cepstral coefficients, line spectrum pairs, cepstral linear prediction coefficients, spectral centroid and spectral spread, autoregressive model coefficients, momentary energy, formant frequencies, pitch frequency or zero-crossing frequency may serve as such distinguishing features. If this stage is omitted, the source acoustic data will be sent to the recognition unit. The recognition unit recognises the sound caused by a sand grain impact, using, for example, the machine learning method. This unit is an important part of the detection method because it separates the peaks caused by solid particles impacts (sand, proppant) (FIGS. 4 and 6) with the measuring instrument body from other peaks (gas or air bubble strikes, mechanical shocks) (FIG. 7). The recognition process can be carried out using support vector machines, nearest neighbour method, artificial neural networks, or hidden Markov models.

[0062] After recognition the solid particles are counted and visualised as a graph, with depth measured on the vertical axis and rate of particles per second on the horizontal axis. If the downhole measurements have been taken during continuous logging, the number of particles is counted for each second. If the downhole measurements have been taken at stations, the number of particles is counted for each station.

[0063] If the downhole measurements have been taken at stations, for an accurate identification of solids production zone an energy panel can be plotted and visualised in the form of a colour panel where depth is measured on the vertical axis and time on the horizontal axis, and colour represents the particle energy (from a light colour for low energy to a dark colour for high energy). The energy is estimated for each detected peak caused by a solid particle impact. Then the estimated energies are averaged within the limits of one second.

[0064] This procedure should be performed for each well operating regime.

[0065] Case 1

[0066] Detecting solids production zones with a laboratory unit simulating a fluid flow carrying solid particles.

[0067] The laboratory unit schematic is shown in FIG. 8. It consists of two pipes (7), one inside the other, 88.9 and 150 mm in diameter and 6 metres long. The measuring instrument (6) is placed inside the inner pipe. A required quantity of particles is transported by motor power (9) from holding tank (8) to dispenser (11) at a specified rate. In the dispenser the particles are mixed with fluid or gas flow arriving from pure fluid feed tube (10). After that the particles are carried by the fluid into the annulus through a 14 mm opening (12) which imitates a downhole perforation.

[0068] During the test, the water flow rate inside the pipe was 25 l/min and a mixture of water with 20/40 mesh solid particles (proppant) was injected through the opening at a rate of 1 l/min, with the sand grains striking on the pipe inner surface. The average solids production rate was 20 grains per second.

[0069] A downhole acoustic logging tool was used as the instrument for objective measurement of the acoustic signal amplitude. According to the technology, at the first stage the downhole acoustic logging tool measurements were made at stations. Then, at the second stage, the source acoustic data were processed (FIG. 9).

[0070] The spectral acoustic log panel (13) shows a low-frequency acoustic signal generated by water flow along the pipe and a noise peak at the opening through which water with solid particles flows out. As a result, it can be seen on the energy panel (14) that the most frequent and high-energy peaks caused by solid particle impacts with the downhole acoustic logging tool occurred at the hole from which the solid particles arrived. The solid particle count column (16) shows that the solid particles production zone is located at the opening through which the solid particles arrived.

[0071] Case 2

[0072] Detecting solids production zones with a laboratory unit simulating a fluid flow without solid particles (FIG. 10). During the test, the water flow rate inside the pipe was 25 l/min and pure water was injected through the opening at a rate of 1 l/min.

[0073] The downhole logging tool measurements were taken at stations and the initial acoustic data were processed according to the plan described in Case 1. The spectral acoustic log panel (13) shows a low-frequency acoustic signal generated by the water flow along the pipe and a noise peak at the opening through which pure water without solid particles flows out. The proposed method detected no solid particles during this test. The solid particle count column (16) shows zero at all stations and the energy panel (14) is empty.