Method and device for drawing oil well production and absorption profile comparison diagram

By directly obtaining oil well production and absorption profile data from the database and using image recognition technology to process invalid well sections, a comparison map is generated, which solves the problems of low data processing efficiency and difficulty in image recognition in the existing technology, and realizes the efficient drawing and recognition of oil well production and absorption profile maps.

CN120707689APending Publication Date: 2025-09-26PETROCHINA CO LTD
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Patent Information

Application Number
CN202410346565.9
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2024-03-26
Publication Date
2025-09-26

AI Technical Summary

Technical Problem

The existing method for drawing oil well production and absorption profiles has low data processing efficiency and makes it difficult for business personnel to interpret the maps.

Method used

Through user data acquisition requests, the production and absorption profile data of the specified test date is directly obtained from the database. The image recognition algorithm and convolutional neural network are used to identify invalid well sections, and the production and absorption profile comparison map is generated and spliced.

Benefits of technology

It improves data acquisition efficiency, reduces the difficulty of reading maps, improves map recognition efficiency and user experience, enables rapid result comparison, and guides stratified oil production and water injection measures.

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Abstract

The invention discloses an oil well production and absorption profile comparison diagram drawing method and device, and the method comprises the steps: obtaining a request link database based on the data of a user, and obtaining the production and absorption profile data of a specified test date through the database, the production and absorption profile data comprises test times, test time, horizon names, horizon depths, horizon thicknesses, production and absorption parameters and taken measure data; based on a map analysis technology, generating a production and absorption profile map according to the production and absorption profile data; and obtaining all the perspiration section maps generated by the user, and splicing all the perspiration section maps into a perspiration section comparison map according to a preset map template. According to the method, the complicated screening process is optimized, the data acquisition efficiency is improved, the production and suction profile comparison graph is spliced through the time axis, a user can conveniently and quickly perform result comparison, and the graph reading efficiency and the use experience are improved.
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Description

Technical Field

[0001] The present invention relates to the technical field of oil and gas exploration and development, and in particular to a method and device for drawing a production-intake profile comparison diagram of an oil well. Background Art

[0002] Regular dynamic monitoring is required at every stage of oilfield development to understand the reservoir's production status and evaluate development effectiveness. Measuring liquid production profiles in oil wells and water absorption profiles in water wells are common monitoring methods. Existing methods for mapping oil well production and absorption profiles typically require personnel to collect data, eliminate redundant data, and then format and manually create maps. This method results in low data processing efficiency and makes it difficult for personnel to interpret the maps.

[0003] Therefore, there is an urgent need for a method or device for drawing a comparative map of oil well production and absorption profiles with high drawing efficiency and low map recognition difficulty. Summary of the Invention

[0004] In view of the above problems, the present invention is proposed to provide a method and device for drawing a production-intake profile comparison diagram of an oil well, which overcomes the above problems or at least partially solves the above problems.

[0005] Other features and advantages of the present invention will become apparent from the following detailed description, or may be learned in part by practice of the present invention.

[0006] According to a first aspect of an embodiment of the present invention, a method for drawing a production-intake profile comparison map of an oil well is provided, the method comprising:

[0007] Linking to a database based on a user's data acquisition request, and acquiring the production and absorption profile data of a specified test date through the database, wherein the production and absorption profile data includes the number of tests, the test time, the layer name, the layer depth, the layer thickness, the production and absorption parameters, and the data of measures taken;

[0008] Based on the map analysis technology, a production and absorption profile diagram is generated according to the production and absorption profile data;

[0009] All the production and absorption profiles generated by the user are obtained, and all the production and absorption profiles are spliced ​​into a production and absorption profile comparison diagram according to a preset diagram template.

[0010] In some embodiments of the present invention, linking to a database based on a user's data acquisition request and acquiring the production and absorption profile data of a specified test date through the database includes:

[0011] connecting to the database based on the user's data acquisition request, verifying the user's access rights and confirming the user's authority level;

[0012] If the user's authority level meets the acquisition conditions of the production and absorption profile data, parsing the data acquisition request and acquiring the production and absorption profile data of the specified test date from the database;

[0013] If the user's authority level does not meet the acquisition conditions of the production and absorption profile data, the data acquisition request is parsed and basic data that meets the user's authority level is acquired from the database, where the basic data is simplified production and absorption profile data on a specified test date.

[0014] In some embodiments of the present invention, after obtaining the production and absorption profile data on a specified test date, the method further includes:

[0015] Verifying the production and absorption profile data based on data cleaning technology to confirm whether the production and absorption profile data meets availability conditions, wherein the availability conditions include a first condition, a second condition, and a third condition. The first condition is that the production and absorption profile data meets a requirement of correctness, the second condition is that the production and absorption profile data meets a requirement of non-duplication, and the third condition is that the production and absorption profile data meets a requirement of completeness;

[0016] When the verification result shows that the production and absorption profile data does not satisfy at least one of the first condition, the second condition, and the third condition, a problem report is generated and returned.

[0017] In some embodiments of the present invention, the method further includes: when the verification result shows that the production and absorption profile data does not meet the first condition and / or the third condition, selecting historical production and absorption profile data corresponding to the most recent test time of the production and absorption profile data as a replacement.

[0018] In some embodiments of the present invention, generating a production-absorption profile map based on the production-absorption profile data based on map analysis technology further includes: identifying invalid well section information in the production-absorption profile map through an image recognition algorithm, and compressing and blanking the invalid sections.

[0019] In some embodiments of the present invention, the method further comprises:

[0020] Training a convolutional neural network based on historical data, wherein the historical data is historical production and absorption profile data used or specified by the user;

[0021] Scaling and normalizing the production and absorption profile to convert it into a processing format corresponding to the convolutional neural network;

[0022] The transformed production and absorption profile is input into the convolutional neural network for processing, invalid segments in the production and absorption profile are identified, the invalid segments are merged into a blank area, and the segment length is marked.

[0023] In some embodiments of the present invention, obtaining all the production-absorption profiles generated by the user, and splicing all the production-absorption profiles into a production-absorption profile comparison diagram according to a preset diagram template includes:

[0024] The production-absorption profiles generated corresponding to all the user's specified test dates are obtained, all the generated production-absorption profiles are sorted based on the chronological order of the specified test dates, and all the sorted production-absorption profiles are sequentially spliced ​​according to a preset drawing template to obtain a production-absorption profile comparison diagram.

[0025] According to a second aspect of an embodiment of the present invention, a device for drawing a production-intake profile comparison map of an oil well is provided, which is applied to any of the above-mentioned methods for drawing a production-intake profile comparison map of an oil well. The device for drawing a production-intake profile comparison map of an oil well comprises:

[0026] A data acquisition module is used to link to a database based on a user's data acquisition request and obtain production and absorption profile data of a specified test date through the database, wherein the production and absorption profile data includes the number of tests, test time, layer name, layer depth, layer thickness, production and absorption parameters, and measures taken;

[0027] An image recognition module, configured to generate a production-absorption profile diagram based on the production-absorption profile data based on a map analysis technology;

[0028] The production-absorption profile comparison diagram generation module is used to obtain all the production-absorption profile diagrams generated by the user, and splice all the production-absorption profile diagrams into a production-absorption profile comparison diagram according to a preset drawing template.

[0029] According to a third aspect of an embodiment of the present invention, a computer-readable storage medium is provided, in which computer program instructions are stored. The computer program instructions are loaded and executed by a processor to implement the operations performed by any of the methods described above.

[0030] According to a fourth aspect of an embodiment of the present invention, an electronic device is provided, comprising a processor and a memory, wherein the memory stores computer program instructions that can be executed by the processor, and when the processor executes the computer program instructions, it implements instructions of any of the methods described above.

[0031] The technical solutions provided in the embodiments of the present invention have at least the following technical effects or advantages:

[0032] An embodiment of the present invention provides a method and device for drawing a production-intake profile comparison diagram of an oil well. The method for drawing a production-intake profile comparison diagram of an oil well described in the embodiment of the present invention directly obtains the production-intake profile data of a specified test date from a database according to a user's data acquisition request, optimizes the complicated screening process, improves data acquisition efficiency, and accelerates drawing efficiency. The production-intake profile comparison diagram is spliced ​​together through the time axis, which facilitates users to quickly compare results, reduces the difficulty of reading the diagram, and improves the reading efficiency and user experience. It has reference value for subsequently alleviating interlayer conflicts and improving the efficiency of controlling the water cut rising rate.

[0033] The above description is only an overview of the technical solution of the present invention. In order to more clearly understand the technical means of the present invention, it can be implemented in accordance with the contents of the specification. In order to make the above and other purposes, features and advantages of the present invention more obvious and easy to understand, the specific implementation methods of the present invention are specifically listed below. BRIEF DESCRIPTION OF THE DRAWINGS

[0034] In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the following briefly introduces the drawings required for use in the embodiments. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying any creative work.

[0035] Figure 1 A schematic flow chart of a method for drawing a production-intake profile comparison diagram of an oil well provided in an embodiment of the present invention;

[0036] Figure 2 A reference diagram of a liquid production cross-section comparison diagram of an embodiment of the present invention;

[0037] Figure 3 A schematic diagram of the principle structure of a device for drawing a production-intake profile comparison diagram of an oil well provided by an embodiment of the present invention. DETAILED DESCRIPTION

[0038] Exemplary embodiments of the present disclosure will be described below in more detail with reference to the accompanying drawings.

[0039] The accompanying drawings illustrate various schematic diagrams of structures according to embodiments of the present disclosure. These figures are not drawn to scale, and for the purpose of clarity, certain details are exaggerated and certain details may be omitted. The shapes of the various regions and layers shown in the figures, as well as their relative sizes and positional relationships, are merely exemplary and may deviate in practice due to manufacturing tolerances or technical limitations. Those skilled in the art may design regions / layers with different shapes, sizes, and relative positions as needed.

[0040] In the context of this disclosure, when a layer / element is referred to as being "on" another layer / element, the layer / element may be directly on the other layer / element or an intervening layer / element may exist therebetween. Additionally, if a layer / element is "on" another layer / element in one orientation, the layer / element may be "below" the other layer / element when the orientation is reversed. In the context of this disclosure, similar or identical components may be denoted by the same or similar reference numerals.

[0041] In order to better understand the above technical solution, the above technical solution will be described in detail below in combination with specific implementation methods. It should be understood that the embodiments of the present disclosure and the specific features in the embodiments are detailed descriptions of the technical solution of the present invention, rather than limitations on the technical solution of the present invention. In the absence of conflict, the embodiments of the present invention and the technical features in the embodiments can be combined with each other.

[0042] Figure 1 FIG. 1 is a flow chart of a method for drawing a production-intake profile comparison diagram of an oil well provided by an embodiment of the present invention. Figure 1 As shown, the method for drawing a comparative diagram of oil well production and absorption profiles includes the following steps:

[0043] S1. Based on a user's data acquisition request, a database is linked and production and absorption profile data of a specified test date is acquired through the database. The production and absorption profile data includes the number of tests, test time, layer name, layer depth, layer thickness, production and absorption parameters, and measures taken;

[0044] In an embodiment of the present invention, the database is the A2 database in the oil, gas and water well production data management system. The embodiment of the present invention responds to the user's data acquisition request and obtains the corresponding production and absorption profile data from the corresponding database according to the data acquisition request; wherein, the number of tests can be the number of times the current production and absorption profile data is tested and the number of tests, and the test time can be the time used for the test, and can also include the time during the test, etc.

[0045] Specifically, the embodiment of the present invention needs to verify the user's identity information and corresponding access rights before feeding back the production and absorption profile data. The embodiment of the present invention links to the database based on the user's data acquisition request, and obtains the production and absorption profile data of the specified test date through the database, including linking to the database based on the user's data acquisition request, verifying the user's access rights and confirming the user's authority level; wherein, if the user's authority level meets the acquisition conditions of the production and absorption profile data, the data acquisition request is parsed and the production and absorption profile data of the specified test date is obtained from the database; if the user's authority level does not meet the acquisition conditions of the production and absorption profile data, the data acquisition request is parsed and basic data that meets the user's authority level is obtained from the database, the basic data being the simplified production and absorption profile data of the specified test date, which is only used for preview and does not contain core data to avoid leakage, thereby improving security.

[0046] At the same time, in order to ensure the availability of the acquired production and absorption profile data, an embodiment of the present invention verifies the production and absorption profile data based on data cleaning technology to confirm whether the production and absorption profile data meets the availability conditions. The availability conditions include a first condition, a second condition, and a third condition. The first condition is that the production and absorption profile data meets the requirement of correctness, the second condition is that the production and absorption profile data meets the requirement of no duplication, and the third condition is that the production and absorption profile data meets the requirement of completeness. That is, for the availability of the production and absorption profile data, it is necessary to ensure that the production and absorption profile data is correct (correctness), no duplication (singleness), and no missing (completeness). When the verification result is that the production and absorption profile data does not meet at least one of the first condition, the second condition, and the third condition, the embodiment of the present invention generates and returns a problem report. The problem report is used to send to data maintenance personnel and users to facilitate rapid confirmation of the problem and execution of subsequent production adjustments.

[0047] Among them, confirming that the production and absorption profile data meets the requirements for correctness means complying with natural and production laws, for example, the sum of the production and absorption parameters of all layers in a test is 1, the layers cannot overlap, the layer depth is less than the well depth, etc.; in some embodiments of the present invention, when the verification result is that the production and absorption profile data does not meet the first condition and / or the third condition, the embodiment of the present invention can select the historical production and absorption profile data corresponding to the most recent test time of the production and absorption profile data as a replacement. If the verification result is that the production and absorption profile data does not meet the second condition, the duplicate production and absorption profile data can be deleted and a problem report can be generated.

[0048] S2. generating a production-absorption profile diagram according to the production-absorption profile data based on a map analysis technology;

[0049] In an embodiment of the present invention, the production and absorption profile is a two-dimensional distribution diagram based on the production and absorption profile data, wherein the vertical axis represents the stratum test results of a single well, including stratum depth, stratum thickness, etc., such as being displayed proportionally to the sandstone thickness of each stratum, with shallow layers at the top and deep layers at the bottom; the horizontal axis represents the test time of the single well, such as being based on the chronological order of the test, with the date indicated below the graph. For other parameter data, for example, the stratum test results can be displayed as a rectangle and marked with a lithologic identifier, with the height in the production and absorption profile being proportional to the stratum thickness and the position in the production and absorption profile being proportional to the stratum depth; the production and absorption parameters can be displayed as a rectangle, with the height consistent with the rectangle of the stratum data and the length proportional to the production and absorption parameter value.

[0050] Specifically, the map parsing technology described in the embodiment of the present invention generates a production-absorption profile according to the production-absorption profile data, including identifying invalid well section information in the production-absorption profile and compressing the invalid sections.

[0051] Since the non-reservoir segment does not store oil but still exists in the production and absorption profile, it will increase the difficulty of the user in reading the map and even mislead the user. Therefore, it is necessary to identify and process the invalid segments composed of these non-reservoir segments in the production and absorption profile. Specifically, an embodiment of the present invention trains a convolutional neural network based on historical data, and the historical data is the historical production and absorption profile data used or specified by the user. By inputting the historical production and absorption profile data into the convolutional neural network for training, the invalid segments in the production and absorption profile can be quickly and accurately identified; the embodiment of the present invention performs image recognition processing on the production and absorption profile through an image recognition algorithm, including scaling and normalization processing, and converts it into a processing format corresponding to the convolutional neural network. The converted production and absorption profile is input into the convolutional neural network for processing, and the invalid segments in the production and absorption profile are identified, the invalid segments are merged into a blank area, and the segment length is marked.

[0052] S3. Acquire all the production and absorption profiles generated by the user, and splice all the production and absorption profiles into a production and absorption profile comparison diagram according to a preset diagram template.

[0053] The production-absorption profiles are generated according to the production-absorption profile data corresponding to the user's designated test date, and the production-absorption profiles generated corresponding to all the user's designated test dates are obtained. In the embodiment of the present invention, the generated production-absorption profiles are sorted based on the order of the designated test dates, and the sorted production-absorption profiles are sequentially spliced ​​according to the preset drawing template to obtain a production-absorption profile comparison diagram. Figure 2As shown, it is a reference schematic diagram of the liquid production profile comparison diagram of a certain embodiment of the present invention. In the figure, the horizontal axis is the test time, the vertical axis is the layer name, the red area indicates the lithology information, and the blue area is the liquid production ratio (%) of the layer each time tested. The color of the area is only used for distinction. According to actual application requirements, other colors can also be selected in other implementation methods, as long as the distinction effect is achieved.

[0054] The method for drawing a comparative diagram of oil well production and absorption profiles according to the embodiment of the present invention has the following advantages over the prior art:

[0055] 1. Directly obtain the production and absorption profile data of the specified test date from the database according to the user's data acquisition request, which optimizes the complicated screening process, improves the data acquisition efficiency, and speeds up the mapping efficiency;

[0056] 2. By verifying the user's identity information and feeding back corresponding data based on the user's permission level, data security is improved;

[0057] 3. Verify the availability of the acquired production and absorption profile data, including its correctness, uniqueness, and completeness, to ensure the authenticity and reliability of the data;

[0058] 4. Through big data training, invalid well section information in the production and absorption profile is identified and blanked out. The remaining valid information after filtering is compressed and spliced ​​into a production and absorption profile comparison map according to the well section height ratio. This facilitates users to quickly compare results, reduces the difficulty of reading the map, and improves the reading efficiency and user experience.

[0059] 5. By comparing the changing trends on the time axis, the water injection volume of each oil layer in the water injection well, the pressure and liquid production of each oil layer in the oil production well can be quickly determined, and the process measures such as stratified oil production, stratified water injection, stratified fracturing, and stratified water plugging can be guided. It has reference value for the subsequent alleviation of inter-layer conflicts and the improvement of the efficiency of controlling the water content rising rate.

[0060] On the basis of the above embodiment, as the above Figure 1 The present invention provides an embodiment of a device for drawing a comparative diagram of oil well production and absorption profiles. Figure 1 The device can be applied to various electronic devices, see Figure 3 As shown, the oil well production and absorption profile comparison diagram drawing device includes:

[0061] The data acquisition module 100 is used to connect to the database based on the user's data acquisition request and obtain the production and absorption profile data of the specified test date through the database. The production and absorption profile data includes the test number, test time, layer name, layer depth, layer thickness, production and absorption parameters, and measures taken;

[0062] An image recognition module 200 is configured to generate a production-absorption profile image based on the production-absorption profile data based on a map analysis technology;

[0063] The production-intake profile comparison diagram generating module 300 is used to obtain all the production-intake profile diagrams generated by the user, and splice all the production-intake profile diagrams into a production-intake profile comparison diagram according to a preset diagram template.

[0064] The oil well production and absorption profile comparison map drawing device described in the embodiment of the present invention can execute the oil well production and absorption profile comparison map drawing method provided in the above embodiment. The oil well production and absorption profile comparison map drawing device has the corresponding functional steps and beneficial effects of the oil well production and absorption profile comparison map drawing method described in the above embodiment. Please refer to the embodiment of the above-mentioned oil well production and absorption profile comparison map drawing method for details. The embodiment of the present invention will not be repeated here.

[0065] An embodiment of the present invention further provides an electronic device, which may include a processor and a memory, wherein the processor and the memory may be connected via a bus or other means. The processor may be a central processing unit (CPU). The processor may also be other general-purpose processors, digital signal processors (DSP), application-specific integrated circuits (ASIC), field-programmable gate arrays (FPGA) or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components and other chips, or a combination of the above-mentioned various chips. The memory, as a non-transient computer-readable storage medium, may be used to store non-transient software programs, non-transient computer executable programs and modules, such as the program instructions / modules corresponding to the method for drawing a comparative map of oil well production and absorption profiles in the embodiment of the present invention. The processor executes various functional applications and data processing of the processor by running the non-transient software programs, instructions and modules stored in the memory, that is, implementing the method for drawing a comparative map of oil well production and absorption profiles in the above-mentioned method embodiment.

[0066] The memory may include a program storage area and a data storage area, wherein the program storage area may store an operating system, applications required for at least one function; the data storage area may store data created by the processor, etc. In addition, the memory may include a high-speed random access memory, and may also include a non-volatile memory, such as at least one disk storage device, a flash memory device, or other non-volatile solid-state storage device. The one or more modules are stored in the memory, and when executed by the processor, the method for drawing a comparison map of the oil well production and absorption profile as in the above-mentioned method embodiment is executed. The specific details of the above-mentioned electronic device can be understood by corresponding to the corresponding descriptions and effects in the above-mentioned method embodiment, and will not be repeated here. Those skilled in the art will understand that all or part of the processes in the above-mentioned embodiment method can be implemented by instructing the relevant hardware through a computer program, and the program can be stored in a computer-readable storage medium. When the program is executed, it may include the processes of the embodiments of the above-mentioned methods. The storage medium may be a read-only memory (ROM), a random access memory (RAM), a flash memory (Flash Memory), a hard disk drive (HDD) or a solid-state drive (SSD), etc.; the storage medium may also include a combination of the above types of memory.

[0067] In the description provided herein, numerous specific details are described. However, it is understood that embodiments of the present invention may be practiced without these specific details. In some instances, well-known methods, structures, and techniques are not shown in detail so as not to obscure the understanding of this description.

[0068] Similarly, it should be understood that in order to streamline the present disclosure and aid understanding of one or more of the various inventive aspects, in the above description of exemplary embodiments of the invention, various features of the invention are sometimes grouped together into a single embodiment, figure, or description thereof. However, this disclosed method should not be interpreted as reflecting an intention that the claimed invention requires more features than are expressly recited in each claim. Rather, as reflected in the claims, inventive aspects lie in less than all the features of the individual embodiments disclosed above. Accordingly, the claims that follow the detailed description are hereby expressly incorporated into this detailed description, with each claim standing on its own as a separate embodiment of the invention.

[0069] It should be noted that the above-mentioned embodiments illustrate rather than limit the invention and that those skilled in the art will be able to design alternative embodiments without departing from the scope of the appended claims.

Claims

1. A method for drawing a comparative diagram of oil well production and absorption profiles, characterized in that: The method for drawing a comparative diagram of oil well production and absorption profiles comprises: Linking to a database based on a user's data acquisition request, and acquiring the production and absorption profile data of a specified test date through the database, wherein the production and absorption profile data includes the number of tests, the test time, the layer name, the layer depth, the layer thickness, the production and absorption parameters, and the data of measures taken; Based on the map analysis technology, a production and absorption profile diagram is generated according to the production and absorption profile data; All the production and absorption profiles generated by the user are obtained, and all the production and absorption profiles are spliced ​​into a production and absorption profile comparison diagram according to a preset diagram template.

2. The method for drawing a comparative diagram of oil well production and absorption profiles according to claim 1, characterized in that: The method of linking to a database based on a user's data acquisition request and acquiring the production and absorption profile data of a specified test date through the database includes: connecting to the database based on the user's data acquisition request, verifying the user's access rights and confirming the user's authority level; If the user's authority level meets the acquisition conditions of the production and absorption profile data, parsing the data acquisition request and acquiring the production and absorption profile data of the specified test date from the database; If the user's authority level does not meet the acquisition conditions of the production and absorption profile data, the data acquisition request is parsed and basic data that meets the user's authority level is acquired from the database, where the basic data is simplified production and absorption profile data on a specified test date.

3. The method for drawing a comparative diagram of oil well production and absorption profiles according to claim 1, characterized in that: After obtaining the production and absorption profile data on a specified test date, the method further includes: Verifying the production and absorption profile data based on data cleaning technology to confirm whether the production and absorption profile data meets availability conditions, wherein the availability conditions include a first condition, a second condition, and a third condition. The first condition is that the production and absorption profile data meets a requirement of correctness, the second condition is that the production and absorption profile data meets a requirement of non-duplication, and the third condition is that the production and absorption profile data meets a requirement of completeness; When the verification result shows that the production and absorption profile data does not satisfy at least one of the first condition, the second condition, and the third condition, a problem report is generated and returned.

4. The method for drawing a comparative diagram of oil well production and absorption profiles according to claim 3, characterized in that: The method further includes: when the verification result shows that the production and absorption profile data does not meet the first condition and / or the third condition, selecting historical production and absorption profile data corresponding to the most recent test time of the production and absorption profile data as a replacement.

5. The method for drawing a comparative diagram of oil well production and absorption profiles according to claim 1, characterized in that: The generating of the production-absorption profile map according to the production-absorption profile data based on the map analysis technology further includes: identifying invalid well section information in the production-absorption profile map by an image recognition algorithm, and performing blank compression processing on the invalid section.

6. The method for drawing a comparative diagram of oil well production and absorption profiles according to claim 5, characterized in that: The method further comprises: Training a convolutional neural network based on historical data, wherein the historical data is historical production and absorption profile data used or specified by the user; Scaling and normalizing the production and absorption profile to convert it into a processing format corresponding to the convolutional neural network; The transformed production and absorption profile is input into the convolutional neural network for processing, invalid segments in the production and absorption profile are identified, the invalid segments are merged into a blank area, and the segment length is marked.

7. The method for drawing a comparative diagram of oil well production and absorption profiles according to claim 1, characterized in that: Acquiring all the production and absorption profiles generated by the user, and splicing all the production and absorption profiles into a production and absorption profile comparison diagram according to a preset diagram template includes: The production-absorption profiles generated corresponding to all the user's specified test dates are obtained, all the generated production-absorption profiles are sorted based on the chronological order of the specified test dates, and all the sorted production-absorption profiles are sequentially spliced ​​according to a preset drawing template to obtain a production-absorption profile comparison diagram.

8. A device for drawing a comparative diagram of production and absorption profiles of an oil well, applied to the method for drawing a comparative diagram of production and absorption profiles of an oil well according to any one of claims 1 to 7, characterized in that: The oil well production and absorption profile comparison diagram drawing device comprises: A data acquisition module is used to link to a database based on a user's data acquisition request and obtain production and absorption profile data of a specified test date through the database, wherein the production and absorption profile data includes the number of tests, test time, layer name, layer depth, layer thickness, production and absorption parameters, and measures taken; An image recognition module, configured to generate a production-absorption profile diagram based on the production-absorption profile data based on a map analysis technology; The production-absorption profile comparison diagram generation module is used to obtain all the production-absorption profile diagrams generated by the user, and splice all the production-absorption profile diagrams into a production-absorption profile comparison diagram according to a preset drawing template.

9. A computer-readable storage medium, characterized in that The computer-readable storage medium stores computer program instructions, which are loaded and executed by a processor to implement the operations performed by the method according to any one of claims 1 to 7.

10. An electronic device comprising a processor and a memory, characterized in that: The memory stores computer program instructions that can be executed by the processor, and when the processor executes the computer program instructions, the processor implements the method according to any one of claims 1 to 7.