Well testing information determination method, device, electronic device and storage medium
By obtaining the reservoir heterogeneous parameters and optimizing the test well group and testing methods, the testing problems of the non-uniform reservoir in the oil field well test are solved, the well test efficiency and data quality are improved, and the impact on oil field production is reduced.
Patent Information
- Application Number
- CN202110155570.8
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2021-02-04
- Publication Date
- 2025-08-26
- Estimated Expiration
- 2041-02-04
AI Technical Summary
During the oil field well test process, random selection of injection and production wells as test wells leads to shutdown and pressure measurement, affecting crude oil production efficiency, and the existing well test methods cannot effectively identify the longitudinal stratification of the heterogeneous reservoir, resulting in high testing costs and poor data representation.
By obtaining the plane and longitudinal heterogeneity parameters of the reservoir, the test well group and testing methods are determined, stratified testing or general testing is adopted, combined with pressure recovery logging, the inter-well communication parameters are obtained, and the well test plan is optimized.
Improve well test efficiency without affecting oil field production, obtain effective reservoir parameter inversion data, reduce the impact on oil field oil production, and realize the deployment of plane and longitudinal logging methods and solutions for heterogeneous reservoirs.
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Figure CN114861559B_ABST
Abstract
Description
Technical Field
[0001] The present disclosure relates to the field of well testing technology, and in particular to a method, device, electronic device, and storage medium for determining well testing information. Background Art
[0002] Well testing can identify reservoir type, fluid flow capacity, formation pressure, and determine reservoir damage, etc. Therefore, well testing data obtained from well testing is an important basis for evaluating reservoir development effects and guiding injection and production adjustments.
[0003] In related technologies, during well testing, injection and production wells are randomly selected within the oilfield as test wells. These wells are then tested using a predetermined testing method to obtain test information. To ensure the accuracy of the well testing information, multiple test wells are selected for testing. During the testing process, the wells must be shut in for pressure measurement. When shut in, the injection and production wells cannot produce crude oil, resulting in reduced crude oil production efficiency and impacting normal oilfield production. Summary of the Invention
[0004] The present disclosure provides a method, device, electronic device, and storage medium for determining well testing information, which can reduce the impact of well testing on oil field production. The technical solution is as follows:
[0005] In one aspect, a method for determining well testing information is provided, the method comprising:
[0006] Obtaining plane heterogeneity parameters of the reservoir to be tested;
[0007] Determining at least one test well group for testing the reservoir based on the planar heterogeneity parameter, wherein the at least one test well group is a test well group for testing a target area where the reservoir is located;
[0008] For each test well in the test well group, obtaining well logging data of the area where the test well is located, and determining a vertical heterogeneity parameter of the test well based on the well logging data;
[0009] determining a testing method for the test well based on the longitudinal heterogeneity parameters of the test well;
[0010] The position of the at least one group of testing wells and the testing mode of each testing well are determined as the well testing information of the reservoir.
[0011] In some embodiments, determining the testing mode of the test well based on the longitudinal heterogeneity parameter of the test well includes:
[0012] In response to the vertical heterogeneity parameter being greater than a preset threshold, determining that the test mode of the test well is a layered test or a general test;
[0013] In response to the vertical heterogeneity parameter being less than the preset threshold, determining that the test mode of the test well is a general test.
[0014] In some embodiments, determining at least one set of testing wells for testing the reservoir based on the planar heterogeneity parameter comprises:
[0015] Analyzing the planar heterogeneity parameters of the reservoir to be tested to obtain a sand body distribution map of the area where the reservoir is located;
[0016] Determining a target location of the reservoir on the sand body distribution map based on the sedimentary characteristics of the reservoir;
[0017] In the deployed planar injection-production well network, at least one test well group is determined, where the at least one test well group is the test well group corresponding to the target location.
[0018] In some embodiments, determining at least one test well group in the deployed planar injection-production well pattern includes:
[0019] Based on the sand body distribution map, determining the main reservoir area in the area where the reservoir is located through the correspondence between the reservoir development conditions and the plane physical properties of the sand body;
[0020] By the correspondence between the injection-production relationship and the planar homogeneity, based on the deployed planar injection-production well network, the position of the test well group and the ratio of injection-production wells to production wells in the test well group are determined in the main reservoir area to obtain the test well group.
[0021] In some embodiments, determining the location of the at least one group of testing wells and the testing mode of each testing well as the well testing information of the reservoir includes:
[0022] Performing pressure recovery logging on each test well in the test well group based on a test method corresponding to the test well to obtain pressure recovery logging data;
[0023] An inter-well communication parameter is determined based on the well logging data, and the inter-well communication parameter is determined as the well testing information.
[0024] In another aspect, a device for determining well testing information is provided, the device comprising:
[0025] A first acquisition module is used to acquire the plane heterogeneity parameters of the reservoir to be tested;
[0026] A first determining module is configured to determine, based on the planar heterogeneity parameter, at least one test well group for testing the reservoir, wherein the at least one test well group is a test well group for testing a target area where the reservoir is located;
[0027] A second acquisition module is configured to acquire, for each test well in the test well group, well logging data of an area where the test well is located, and determine a vertical heterogeneity parameter of the test well based on the well logging data;
[0028] A second determining module is configured to determine a testing mode of the test well based on a longitudinal heterogeneity parameter of the test well;
[0029] The third determining module is configured to determine the location of the at least one group of testing wells and the testing method of each testing well as the well testing information of the reservoir.
[0030] In some embodiments, the second determination module is used to determine that the test mode of the test well is a layered test and a general test in response to the longitudinal heterogeneity parameter being greater than a preset threshold; and to determine that the test mode of the test well is a general test in response to the longitudinal heterogeneity parameter being less than the preset threshold.
[0031] In some embodiments, the first determination module is used to analyze the planar heterogeneity parameters of the reservoir to be tested to obtain a sand body distribution map of the area where the reservoir is located; based on the sedimentary characteristics of the reservoir, determine the target position of the reservoir on the sand body distribution map; in the deployed planar injection and production well network, determine at least one group of test well groups, and the at least one group of test well groups is the test well group corresponding to the target position.
[0032] In some embodiments, the first determination module is used to determine the main reservoir area in the area where the reservoir is located based on the sand body distribution map through the correspondence between the reservoir development conditions and the planar physical properties of the sand body; through the correspondence between the injection-production relationship and the planar homogeneity, based on the deployed planar injection-production well network, the position of the test well group and the ratio of injection-polymerization wells and production wells in the test well group are determined in the main reservoir area to obtain the group of test well groups.
[0033] In some embodiments, the third determination module is used to perform pressure recovery logging on each test well in the test well group based on the test method corresponding to the test well according to the well test information to obtain pressure recovery logging data; the fourth determination module is used to determine the inter-well connectivity parameters based on the logging data.
[0034] On the other hand, an electronic device is provided, comprising a processor and a memory; the memory stores at least one program code, and the at least one program code is used to be executed by the processor to implement the well test information determination method as described above.
[0035] On the other hand, a computer-readable storage medium is provided, wherein the storage medium stores at least one program code, and the at least one program code is configured to be executed by a processor to implement the well testing information determination method as described above.
[0036] On the other hand, a computer program product is also provided. The computer program product stores at least one program code, and the at least one program code is loaded and executed by a processor to implement the method for determining well testing information described in the above aspect.
[0037] In the embodiment disclosed herein, by determining the testing method of each test well and the deployment position of the test well group, the well testing plan is determined, so that the oil and water well testing efficiency can be improved without affecting production as much as possible, and the planar and vertical logging methods and plan deployment of heterogeneous reservoirs can be realized, providing effective test data for reservoir parameter inversion, obtaining good pressure recovery test data, and reducing the impact on oil field production. BRIEF DESCRIPTION OF THE DRAWINGS
[0038] The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the present disclosure and, together with the description, serve to explain the principles of the present disclosure.
[0039] Figure 1 is a flow chart showing a method for determining well test information according to an exemplary embodiment;
[0040] Figure 2 is a flow chart showing a method for determining well test information according to another exemplary embodiment;
[0041] Figure 3 is a schematic diagram of a well pattern deployment diagram according to another exemplary embodiment;
[0042] Figure 4 is a schematic diagram showing an infiltration rhythm according to another exemplary embodiment;
[0043] Figure 5 is a block diagram of a device for determining well testing information according to an exemplary embodiment;
[0044] Figure 6 It is a block diagram of an electronic device according to an exemplary embodiment. DETAILED DESCRIPTION
[0045] Exemplary embodiments will be described in detail herein, with examples illustrated in the accompanying drawings. In the following description, when referring to the drawings, identical numerals in different figures represent identical or similar elements, unless otherwise indicated. The embodiments described in the following exemplary embodiments are not intended to represent all possible embodiments consistent with the present disclosure. Rather, they are merely examples of apparatus and methods consistent with certain aspects of the present disclosure, as detailed in the appended claims.
[0046] Well testing can identify reservoir type, fluid flow capacity, formation pressure, and reservoir damage. Therefore, it is a crucial tool for evaluating reservoir development effectiveness and guiding injection and production adjustments. During well testing, injection and production wells are randomly selected within the oilfield as test wells. These wells are then tested using a pre-determined testing method to generate test data. Common well testing methods include general testing and stratified testing. However, for reservoirs with strong vertical heterogeneity, general testing cannot generate test data that clearly reflects the vertical stratification of the reservoir and cannot reflect the influence of multiple layers. For reservoirs with weak vertical heterogeneity, stratified testing significantly increases the time and effort required for logging, increasing testing costs. Furthermore, the planar heterogeneity of reservoir parameters can lead to uneven distribution of reservoir physical properties across different blocks, making the interpretation of pressure buildup tests based on single-well logging data unrepresentative. Furthermore, the high number of shut-in wells for pressure testing conflicts with crude oil production, impacting normal oilfield production.
[0047] At present, the theory of reasonable well test deployment for pressure buildup testing is still imperfect. Therefore, from the perspective of well logging deployment plan, reasonable single well testing methods, planar well point selection and test well network deployment plans are designed. This can improve the efficiency of oil and water well testing without affecting production as much as possible, realize the deployment of planar and vertical logging methods and plans for heterogeneous reservoirs, provide effective test data for reservoir parameter inversion, and obtain good pressure buildup test data for well test interpretation of each typical well group. Comparative analysis can be carried out to obtain the planar and vertical reservoir parameters of the entire block and the connectivity relationship between each well.
[0048] Figure 1 FIG. 1 is a flow chart showing a method for determining well test information according to an exemplary embodiment. Figure 1 As shown, the method includes the following steps.
[0049] In step 101, the planar heterogeneity parameters of the reservoir to be tested are obtained.
[0050] In step 102, based on the planar heterogeneity parameter, at least one group of test wells for testing the reservoir is determined. The at least one group of test wells is a group of test wells for testing a target area where the reservoir is located.
[0051] In step 103, for each test well in the test well group, well logging data of the area where the test well is located is obtained, and based on the well logging data, the vertical heterogeneity parameter of the test well is determined.
[0052] In step 104, a testing method for the testing well is determined based on the longitudinal heterogeneity parameters of the testing well.
[0053] In step 105, the location of the at least one group of test wells and the test mode of each test well are determined as the well test information of the reservoir.
[0054] In some embodiments, determining a testing method for the test well based on the longitudinal heterogeneity parameter of the test well includes:
[0055] In response to the vertical heterogeneity parameter being greater than a preset threshold, determining that the test mode of the test well is a layered test or a general test;
[0056] In response to the vertical heterogeneity parameter being less than the preset threshold, determining that the test mode of the test well is a general test.
[0057] In some embodiments, determining at least one set of testing wells for testing the reservoir based on the planar heterogeneity parameter includes:
[0058] Analyze the plane heterogeneity parameters of the reservoir to be tested to obtain a sand body distribution map of the area where the reservoir is located;
[0059] Based on the sedimentary characteristics of the reservoir, determining the target position of the reservoir on the sand body distribution map;
[0060] In the deployed planar injection and production well network, at least one test well group is determined, and the at least one test well group is the test well group corresponding to the target location.
[0061] In some embodiments, determining at least one test well group in the deployed planar injection-production well pattern includes:
[0062] Based on the sand body distribution map, the main reservoir area in the area where the reservoir is located is determined through the correspondence between the reservoir development conditions and the plane physical properties of the sand body;
[0063] Through the correspondence between the injection-production relationship and the planar homogeneity, based on the deployed planar injection-production well network, the position of the test well group and the ratio of injection-production wells to production wells in the test well group are determined in the main reservoir area to obtain the test well group.
[0064] In some embodiments, determining the location of the at least one group of testing wells and the testing method of each testing well as the well testing information of the reservoir includes:
[0065] Performing pressure recovery logging on each test well in the test well group based on the test mode corresponding to the test well to obtain pressure recovery logging data;
[0066] An inter-well communication parameter is determined based on the well logging data, and the inter-well communication parameter is determined as the well testing information.
[0067] In the disclosed embodiment, by determining the testing method of each test well and the deployment position of the test well group, the well testing plan is determined, so that the oil and water well testing efficiency can be improved without affecting production as much as possible, and the planar and vertical logging methods and plan deployment of heterogeneous reservoirs can be realized, providing effective test data for reservoir parameter inversion, obtaining good pressure recovery test data, and reducing the impact on oil field production.
[0068] Figure 2 FIG. 1 is a flow chart showing a method for determining well test information according to an exemplary embodiment. Figure 2 As shown, the method includes the following steps.
[0069] In step 201 , the electronic device obtains planar heterogeneity parameters of a reservoir to be tested.
[0070] The planar heterogeneity parameters refer to the geometric shape, scale, and continuity of a reservoir sand body, as well as the planar variations in porosity and permeability within the sand body. These planar heterogeneity parameters are obtained by analyzing well test data obtained prior to this step. In this step, the electronic device inputs the planar heterogeneity parameters entered by the user.
[0071] In step 202, the electronic device determines at least one set of testing wells for testing the reservoir based on the planar heterogeneity parameter.
[0072] The at least one test well group is a test well group for testing the target area where the reservoir is located.
[0073] In this step, the electronic device determines the spatial distribution characteristics of the sand body based on the planar heterogeneity parameters of the current reservoir area, and deploys test wells in the main channel and non-main channel according to the development conditions of the reservoir, namely the structural characteristics, area, reserve abundance, main permeability direction, fracture development direction and reservoir anisotropy of the sand body, with reference to the sedimentary microfacies map. This step is achieved by the following steps (1)-(3), including:
[0074] (1) The electronic equipment analyzes the planar heterogeneity parameters of the reservoir to be tested and obtains the sand body distribution map of the area where the reservoir is located.
[0075] (2) The electronic device determines the target position of the reservoir on the sand body distribution map based on the sedimentary characteristics of the reservoir.
[0076] (3) The electronic device determines at least one test well group in the deployed planar injection and production well network, where the at least one test well group is the test well group corresponding to the target location.
[0077] In this step, the electronic device determines the main reservoir area of the reservoir based on the sand body distribution map through the correspondence between the reservoir development conditions and the planar physical properties of the sand body; through the correspondence between the injection-production relationship and the planar homogeneity, based on the deployed planar injection-production well network, the position of the test well group and the ratio of injection-polymerization wells to production wells in the test well group are determined in the main reservoir area to obtain the group of test well groups.
[0078] For example, the sand body distribution map of the reservoir area is determined based on the plane heterogeneity parameters of the reservoir to be tested. Based on the sand body distribution map, the main oil-bearing area of the reservoir is determined to be the main river channel area and the direction of sand body distribution. Therefore, the test well is set in the main river channel area. Figure 3 Common injection-production relationships include: one injection-one production, one injection-two production, two injections-one production, one injection-four production, and four injections-one production. The electronic device determines the ratio of injection-polymerization wells to production wells in the test well group based on the nature of the river channel and the direction of water flow, and obtains the test well group, including:
[0079] In response to the test well group being one injection and one production well group, the injection and polymerization wells are set in the main river channel in accordance with the water flow direction; and the production wells are set in the direction of the non-main river channel;
[0080] In response to the test well group being one injection and two production well groups, one production well is set in the main river channel in line with the water flow direction, the other production well is set in a non-main river channel perpendicular to the water flow direction, and based on the distance between the injection and production wells, the injection and polymerization well is set between the two production wells;
[0081] In response to the test well group being a two-injection and one-production well group, one injection and polymerization well is set in the main river channel in line with the water flow direction, the other injection and polymerization well is set in a non-main river channel perpendicular to the water flow direction, and the production well is set between the two production wells based on the distance between the injection and production wells;
[0082] In response to the fact that the test well group is a one-injection and four-production well group, two injection and polymerization wells are set on both sides of the main river channel. Following the direction of water flow, the other two injection and polymerization wells are set on both sides of the non-main river channel. Based on the distance between the injection and production wells, the injection and polymerization well is set between the two oil production wells.
[0083] In step 203, for each test well in the test well group, the electronic device obtains well logging data of the area where the test well is located, and determines the vertical heterogeneity parameter of the test well based on the well logging data.
[0084] The vertical heterogeneity parameter is the change in reservoir properties in the vertical direction, including the degree of vertical permeability difference, the grain size rhythm and permeability rhythm within the layer, and the distribution of discontinuous thin mud interlayers within the layer. The permeability distribution of the same reservoir includes uniform layers, positive rhythm oil layers, negative rhythm oil layers, and composite rhythm oil layers. Figure 4 , Figure 4 From left to right, the permeability distribution diagrams for simple positive rhythm reservoirs, complex positive rhythm reservoirs, uniform layers, inverse rhythm reservoirs, and composite rhythm reservoirs are shown. A uniform layer is a reservoir with little vertical permeability variation; a positive rhythm reservoir has high permeability at the bottom and gradually decreases upward; an inverse rhythm reservoir has low permeability at the bottom and gradually increases upward; and a composite rhythm reservoir is a combination of positive and inverse rhythm reservoirs.
[0085] In this step, the reservoir permeability distribution and vertical heterogeneity are determined based on the well logging data in the area where the test wells are located. For example, considering the sub-layer data from 20 test wells in a certain reservoir, four wells exhibit positive rhythm (20%), seven wells exhibit compound rhythm (35%), and nine wells exhibit negative rhythm (45%). This indicates that the vertical heterogeneity in the reservoir area is severe, indicating a high vertical heterogeneity parameter.
[0086] In step 204 , in response to the vertical heterogeneity parameter being greater than a preset threshold, the electronic device determines whether the test mode of the test well is a layered test or a general test.
[0087] Due to the serious longitudinal homogeneity, both layered testing and general testing were used, and then through comparative analysis, the reasonable testing method for different longitudinal homogeneities was determined.
[0088] When significant heterogeneity exists between reservoir layers, differences in physical properties can lead to imbalanced formation pressures and interlayer interference. This interlayer interference alters fluid flow patterns, affecting formation pressure, injection rate, seepage velocity, water content, oil-water front, and water breakthrough time within each layer. Pressure differences can also cause cross-flow between layers, severely impacting ultimate recovery.
[0089] Through layered testing, we obtain pressure change data for each sub-layer. Combined with the layered water absorption profile and single-well sub-layer data, we conduct well test analysis to determine the formation parameters of each sub-layer. By comparing the differences in physical properties between sub-layers, we analyze the factors that lead to inter-layer interference during reservoir development and adjust work systems to reduce the impact of inter-layer interference on recovery, thereby improving efficiency.
[0090] In step 205 , in response to the vertical heterogeneity parameter being less than the preset threshold, the electronic device determines that the test mode of the test well is a general test.
[0091] When the heterogeneous parameters of the test well are weak, a general test can be used to obtain the average formation parameters in the vertical direction of the entire reservoir area, ignoring the impact of interlayer interference, interlayer crossflow, etc. on single well production. The testing process is simple, shortens the construction period, reduces the well shutdown time, and improves economic benefits.
[0092] In step 206 , the electronic device determines the at least one group of test wells and the test mode of each test well as the well test information of the reservoir.
[0093] In this step, the electronic device performs pressure recovery logging on each test well in the test well group based on the test method corresponding to the test well to obtain pressure recovery logging data; determines the inter-well connectivity parameters based on the logging data, and determines the inter-well connectivity parameters as the well test information.
[0094] In the disclosed embodiment, by determining the testing method of each test well and the deployment position of the test well group, the well testing plan is determined, so that the oil and water well testing efficiency can be improved without affecting production as much as possible, and the planar and vertical logging methods and plan deployment of heterogeneous reservoirs can be realized, providing effective test data for reservoir parameter inversion, obtaining good pressure recovery test data, and reducing the impact on oil field production.
[0095] Figure 5 FIG. 1 is a block diagram of a device for determining well test information according to an exemplary embodiment. Figure 5 As shown, the well testing information determination device includes.
[0096] The first acquisition module 501 is used to acquire the planar heterogeneity parameters of the reservoir to be tested;
[0097] A first determining module 502 is configured to determine, based on the planar heterogeneity parameter, at least one test well group for testing the reservoir, wherein the at least one test well group is a test well group for testing a target area where the reservoir is located;
[0098] The second acquisition module 503 is configured to acquire, for each test well in the test well group, well logging data of the area where the test well is located, and determine the vertical heterogeneity parameter of the test well based on the well logging data;
[0099] A second determining module 504 is configured to determine a testing method for the test well based on the longitudinal heterogeneity parameters of the test well;
[0100] The third determining module 505 is configured to determine the location of the at least one group of testing wells and the testing method of each testing well as the well testing information of the reservoir.
[0101] In some embodiments, the second determination module 504 is used to determine that the test method of the test well is a layered test and a general test in response to the longitudinal heterogeneity parameter being greater than a preset threshold; and to determine that the test method of the test well is a general test in response to the longitudinal heterogeneity parameter being less than the preset threshold.
[0102] In some embodiments, the first determination module 502 is used to analyze the planar heterogeneity parameters of the reservoir to be tested to obtain a sand body distribution map of the area where the reservoir is located; based on the sedimentary characteristics of the reservoir, determine the target position of the reservoir on the sand body distribution map; in the deployed planar injection and production well network, determine at least one group of test well groups, and the at least one group of test well groups is the test well group corresponding to the target position.
[0103] In some embodiments, the first determination module 502 is used to determine the main reservoir area in the area where the reservoir is located based on the sand body distribution map through the correspondence between the reservoir development conditions and the planar physical properties of the sand body; through the correspondence between the injection-production relationship and the planar homogeneity, based on the deployed planar injection-production well network, in the main reservoir area, determine the position of the test well group and the ratio of injection-polymerization wells and production wells in the test well group to obtain the group of test well groups.
[0104] In some embodiments, the third determination module 505 is used to perform pressure recovery logging on each test well in the test well group based on the test method corresponding to the test well according to the well test information to obtain pressure recovery logging data; the fourth determination module is used to determine the inter-well connectivity parameters based on the logging data.
[0105] In the disclosed embodiment, by determining the testing method of each test well and the deployment position of the test well group, the well testing plan is determined, so that the oil and water well testing efficiency can be improved without affecting production as much as possible, and the planar and vertical logging methods and plan deployment of heterogeneous reservoirs can be realized, providing effective test data for reservoir parameter inversion, obtaining good pressure recovery test data, and reducing the impact on oil field production.
[0106] It should be noted that the well test information determination device provided in the above embodiment, when determining well test information, uses the division of the above-described functional modules as an example only. In actual applications, the above-described functions can be assigned to different functional modules as needed, that is, the internal structure of the device can be divided into different functional modules to perform all or part of the functions described above. Furthermore, the well test information determination device provided in the above embodiment and the well test information determination method embodiment are based on the same concept. The specific implementation process is detailed in the method embodiment and will not be repeated here.
[0107] Figure 6The following is a block diagram of an electronic device 600 according to an exemplary embodiment of the present disclosure. The electronic device 600 may be a smartphone, a tablet computer, an MP3 player (Moving Picture Experts Group Audio Layer III), an MP4 player (Moving Picture Experts Group Audio Layer IV), a laptop computer, or a desktop computer. The electronic device 600 may also be referred to as a user device, a portable terminal, a laptop terminal, a desktop terminal, or other similar names.
[0108] Typically, the electronic device 600 includes a processor 601 and a memory 602 .
[0109] The processor 601 may include one or more processing cores, such as a 4-core processor, an 8-core processor, etc. The processor 601 may be implemented in at least one hardware form of DSP (Digital Signal Processing), FPGA (Field-Programmable Gate Array), or PLA (Programmable Logic Array). The processor 601 may also include a main processor and a coprocessor. The main processor is a processor for processing data in the awake state, also known as a CPU (Central Processing Unit); the coprocessor is a low-power processor for processing data in the standby state. In some embodiments, the processor 601 may be integrated with a GPU (Graphics Processing Unit), which is responsible for rendering and drawing the content to be displayed on the display screen. In some embodiments, the processor 601 may also include an AI (Artificial Intelligence) processor, which is used to process computing operations related to machine learning.
[0110] Memory 602 may include one or more computer-readable storage media, which may be non-transitory. Memory 602 may also include high-speed random access memory and non-volatile memory, such as one or more magnetic disk storage devices or flash memory storage devices. In some embodiments, the non-transitory computer-readable storage medium in memory 602 is used to store at least one instruction, which is executed by processor 601 to implement the well test information determination method provided in the method embodiments of the present disclosure.
[0111] In some embodiments, electronic device 600 may optionally include a peripheral device interface 603 and at least one peripheral device. Processor 601, memory 602, and peripheral device interface 603 may be connected via a bus or signal lines. Each peripheral device may be connected to peripheral device interface 603 via a bus, signal lines, or circuit boards. Specifically, the peripheral device may include at least one of a radio frequency circuit 604, a touchscreen display 605, a camera 606, an audio circuit 607, a positioning component 608, and a power supply 609.
[0112] The peripheral device interface 603 can be used to connect at least one I / O (Input / Output)-related peripheral device to the processor 601 and the memory 602. In some embodiments, the processor 601, the memory 602, and the peripheral device interface 603 are integrated on the same chip or circuit board; in some other embodiments, any one or two of the processor 601, the memory 602, and the peripheral device interface 603 can be implemented on separate chips or circuit boards, which is not limited in this embodiment.
[0113] The RF circuit 604 is used to receive and transmit RF (Radio Frequency) signals, also known as electromagnetic signals. The RF circuit 604 communicates with communication networks and other communication devices via electromagnetic signals. The RF circuit 604 converts electrical signals into electromagnetic signals for transmission, or converts received electromagnetic signals into electrical signals. Optionally, the RF circuit 604 includes an antenna system, an RF transceiver, one or more amplifiers, a tuner, an oscillator, a digital signal processor, a codec chipset, a user identity module card, and the like. The RF circuit 604 can communicate with other control devices via at least one wireless communication protocol. Such wireless communication protocols include, but are not limited to, metropolitan area networks, various generations of mobile communication networks (2G, 3G, 4G, and 5G), wireless local area networks, and / or WiFi (Wireless Fidelity) networks. In some embodiments, the RF circuit 604 may also include circuits related to Near Field Communication (NFC), which is not limited in this disclosure.
[0114] Display screen 605 is used to display a user interface (UI). This UI may include graphics, text, icons, videos, or any combination thereof. If display screen 605 is a touchscreen display, it is also capable of collecting touch signals on or above the surface of display screen 605. These touch signals can be input as control signals to processor 601 for processing. Display screen 605 can also be used to provide virtual buttons and / or a virtual keyboard, also known as soft buttons and / or a soft keyboard. In some embodiments, there can be a single display screen 605, located on the front panel of electronic device 600. In other embodiments, there can be at least two display screens 605, located on different surfaces of electronic device 600 or in a foldable design. In still other embodiments, display screen 605 can be a flexible display, located on a curved or foldable surface of electronic device 600. Display screen 605 can also be configured as a non-rectangular, irregular shape, also known as a special-shaped screen. Display screen 605 can be made of materials such as LCD (Liquid Crystal Display) and OLED (Organic Light-Emitting Diode).
[0115] The camera assembly 606 is used to capture images or videos. Optionally, the camera assembly 606 includes a front camera and a rear camera. Typically, the front camera is provided on the front panel of the control device, and the rear camera is provided on the back of the control device. In some embodiments, there are at least two rear cameras, which are any one of a main camera, a depth of field camera, a wide-angle camera, and a telephoto camera, so as to realize the fusion of the main camera and the depth of field camera to realize the background blur function, the fusion of the main camera and the wide-angle camera to realize panoramic shooting and VR (Virtual Reality) shooting function or other fusion shooting functions. In some embodiments, the camera assembly 606 may also include a flash. The flash can be a single-color temperature flash or a dual-color temperature flash. A dual-color temperature flash refers to a combination of a warm light flash and a cold light flash, which can be used for light compensation at different color temperatures.
[0116] The audio circuit 607 may include a microphone and a speaker. The microphone is used to collect sound waves from the user and the environment, and convert the sound waves into electrical signals to be input into the processor 601 for processing, or input into the radio frequency circuit 604 to achieve voice communication. For the purpose of stereo sound collection or noise reduction, there can be multiple microphones, which are respectively arranged in different parts of the electronic device 600. The microphone can also be an array microphone or an omnidirectional collection microphone. The speaker is used to convert the electrical signals from the processor 601 or the radio frequency circuit 604 into sound waves. The speaker can be a traditional thin film speaker or a piezoelectric ceramic speaker. When the speaker is a piezoelectric ceramic speaker, it can not only convert the electrical signals into sound waves audible to humans, but also convert the electrical signals into sound waves inaudible to humans for purposes such as ranging. In some embodiments, the audio circuit 607 may also include a headphone jack.
[0117] Positioning component 608 is used to locate the current geographic location of electronic device 600 to implement navigation or LBS (Location Based Service). Positioning component 608 can be a positioning component based on the US GPS (Global Positioning System), China's Beidou system, Russia's Greninja system, or the European Union's Galileo system.
[0118] Power supply 609 is used to power the various components of electronic device 600. Power supply 609 can be AC power, DC power, a disposable battery, or a rechargeable battery. When power supply 609 includes a rechargeable battery, the rechargeable battery can support wired charging or wireless charging. The rechargeable battery can also be used to support fast charging technology.
[0119] In some embodiments, the electronic device 600 further includes one or more sensors 610 , including but not limited to: an acceleration sensor 611 , a gyroscope sensor 612 , a pressure sensor 613 , a fingerprint sensor 614 , an optical sensor 615 , and a proximity sensor 616 .
[0120] The accelerometer 611 can detect the magnitude of acceleration along the three coordinate axes of the coordinate system established by the electronic device 600. For example, the accelerometer 611 can be used to detect the components of gravity acceleration along the three coordinate axes. The processor 601 can control the touchscreen display 605 to display the user interface in either a landscape or portrait view based on the gravity acceleration signal collected by the accelerometer 611. The accelerometer 611 can also be used to collect game or user motion data.
[0121] The gyroscope sensor 612 can detect the orientation and rotation angle of the electronic device 600. It can work in conjunction with the accelerometer 611 to collect the user's 3D movements of the electronic device 600. Based on the data collected by the gyroscope sensor 612, the processor 601 can implement the following functions: motion sensing (for example, changing the UI based on the user's tilt operation), image stabilization during shooting, game control, and inertial navigation.
[0122] The pressure sensor 613 can be located on the side frame of the electronic device 600 and / or below the touchscreen display 605. When the pressure sensor 613 is located on the side frame of the electronic device 600, it can detect the user's gripping signal of the electronic device 600. The processor 601 then performs left-hand or right-hand identification or shortcut operations based on the gripping signal collected by the pressure sensor 613. When the pressure sensor 613 is located below the touchscreen display 605, the processor 601 controls the operable controls on the UI interface based on the user's pressure operation on the touchscreen display 605. Operable controls include at least one of a button control, a scroll bar control, an icon control, and a menu control.
[0123] The fingerprint sensor 614 is used to collect the user's fingerprint. The processor 601 identifies the user based on the fingerprint collected by the fingerprint sensor 614, or alternatively, the fingerprint sensor 614 identifies the user based on the collected fingerprint. Upon determining that the user's identity is trusted, the processor 601 authorizes the user to perform relevant sensitive operations, including unlocking the screen, viewing encrypted information, downloading software, making payments, and changing settings. The fingerprint sensor 614 can be located on the front, back, or side of the electronic device 600. If the electronic device 600 has physical buttons or a manufacturer logo, the fingerprint sensor 614 can be integrated with the physical buttons or manufacturer logo.
[0124] The optical sensor 615 is used to detect ambient light intensity. In one embodiment, the processor 601 can control the display brightness of the touchscreen display 605 based on the ambient light intensity detected by the optical sensor 615. Specifically, when the ambient light intensity is high, the display brightness of the touchscreen display 605 is increased; when the ambient light intensity is low, the display brightness of the touchscreen display 605 is decreased. In another embodiment, the processor 601 can also dynamically adjust the shooting parameters of the camera assembly 606 based on the ambient light intensity detected by the optical sensor 615.
[0125] Proximity sensor 616, also known as a distance sensor, is typically located on the front panel of electronic device 600. Proximity sensor 616 is used to detect the distance between the user and the front of electronic device 600. In one embodiment, when proximity sensor 616 detects that the distance between the user and the front of electronic device 600 is gradually decreasing, processor 601 controls touchscreen display 605 to switch from the screen-on state to the screen-off state. When proximity sensor 616 detects that the distance between the user and the front of electronic device 600 is gradually increasing, processor 601 controls touchscreen display 605 to switch from the screen-off state to the screen-on state.
[0126] Those skilled in the art will understand that Figure 6 The structure shown in the figure does not constitute a limitation on the electronic device 600, and the electronic device 600 may include more or fewer components than shown in the figure, or combine certain components, or adopt a different component arrangement.
[0127] An embodiment of the present disclosure also provides a computer-readable storage medium, which is applied to a terminal and stores at least one program code. The at least one program code is loaded and executed by a processor to implement the operations performed by the well test information determination device in the above embodiment.
[0128] The fundamental disclosed embodiment further provides an application program. When the program code in the application program is executed by a processor of a server, the instructions executed in determining the well testing information in the embodiment of the method are implemented.
[0129] Those skilled in the art will understand that all or part of the steps to implement the above embodiments may be accomplished by hardware, or may be accomplished by a program instructing the relevant hardware, and the program may be stored in a computer-readable storage medium, and the above-mentioned storage medium may be a read-only memory, a disk, or an optical disk, etc.
[0130] Other embodiments of the present disclosure will readily occur to those skilled in the art after considering the specification and practicing the disclosure herein. This disclosure is intended to cover any variations, uses, or adaptations of the present disclosure that follow the general principles of the present disclosure and include common knowledge or customary techniques in the art not disclosed herein. The description and examples are to be considered as exemplary only, and the true scope and spirit of the present disclosure are indicated by the following claims.
[0131] It should be understood that the present disclosure is not limited to the exact structures that have been described above and shown in the drawings, and that various modifications and changes can be made without departing from the scope thereof. The scope of the present disclosure is limited only by the appended claims.
Claims
1. A method for determining well testing information, characterized in that: The method comprises: Obtaining plane heterogeneity parameters of the reservoir to be tested; Analyzing the planar heterogeneity parameters of the reservoir to be tested to obtain a sand body distribution map of the area where the reservoir is located; Determining a target location of the reservoir on the sand body distribution map based on the sedimentary characteristics of the reservoir; Based on the sand body distribution map, determining the main reservoir area in the area where the reservoir is located through the correspondence between the reservoir development conditions and the plane physical properties of the sand body; By using the correspondence between the injection-production relationship and the planar homogeneity, based on the deployed planar injection-production well network, in the main reservoir area, the position of the test well group and the ratio of injection-polymerization wells to production wells in the test well group are determined to obtain the test well group, which is the test well group corresponding to the target position; For each test well in the test well group, obtaining well logging data of an area where the test well is located, and determining a vertical heterogeneity parameter of the test well based on the well logging data; In response to the vertical heterogeneity parameter being greater than a preset threshold, determining that the test mode of the test well is a layered test or a general test; In response to the vertical heterogeneity parameter being less than the preset threshold, determining that the test mode of the test well is a general test; The position of the test well group and the test mode of each test well are determined as the well test information of the reservoir.
2. The method according to claim 1, characterized in that Determining the position of the test well group and the test mode of each test well as the well test information of the reservoir includes: Performing pressure recovery logging on each test well in the test well group based on a test method corresponding to the test well to obtain pressure recovery logging data; An inter-well communication parameter is determined based on the well logging data, and the inter-well communication parameter is determined as the well testing information.
3. A well test information determination device, characterized in that: The device comprises: A first acquisition module is used to acquire the plane heterogeneity parameters of the reservoir to be tested; The first determination module is configured to analyze the planar heterogeneity parameters of the reservoir to be tested to obtain a sand body distribution map of the region where the reservoir is located; determine a target location of the reservoir on the sand body distribution map based on the sedimentary characteristics of the reservoir; determine a main reservoir region in the region where the reservoir is located based on the sand body distribution map by means of a correspondence between the reservoir development conditions and the planar physical properties of the sand bodies; determine the location of a test well group and the ratio of injection and production wells to production wells in the test well group in the main reservoir region based on a correspondence between the injection-production relationship and the planar homogeneity and based on a deployed planar injection-production well network, to obtain the test well group, which is the test well group corresponding to the target location; A second acquisition module is configured to acquire, for each test well in the test well group, well logging data of an area where the test well is located, and determine a vertical heterogeneity parameter of the test well based on the well logging data; a second determining module configured to determine, in response to the longitudinal heterogeneity parameter being greater than a preset threshold, whether the test mode of the test well is a stratified test or a general test; and, in response to the longitudinal heterogeneity parameter being less than the preset threshold, whether the test mode of the test well is a general test; The third determining module is configured to determine the position of the test well group and the testing method of each test well as the well testing information of the reservoir.
4. The device according to claim 3, characterized in that The third determining module is configured to perform pressure recovery logging on each test well in the test well group based on a test mode corresponding to the test well to obtain pressure recovery logging data; The fourth determining module is configured to determine an inter-well communication parameter based on the well logging data, and determine the inter-well communication parameter as the well testing information.
5. An electronic device, characterized in that: The electronic device includes a processor and a memory; the memory stores at least one program code, and the at least one program code is used to be executed by the processor to implement the well testing information determination method according to any one of claims 1 to 2.
6. A computer-readable storage medium, characterized in that The storage medium stores at least one program code, and the at least one program code is used to be executed by a processor to implement the well testing information determination method according to any one of claims 1 to 2.
Citation Information
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