Method, device and equipment for determining oil gas source and medium
By establishing and adjusting the fluid state model and determining the oil and gas source, the problem of low analysis accuracy in the prior art is solved, and accurate prediction of oil and gas sources is achieved.
Patent Information
- Application Number
- CN202311102533.6
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2023-08-29
- Publication Date
- 2025-02-28
- Estimated Expiration
- 2043-08-29
AI Technical Summary
In the prior art, the analysis of oil and gas sources based on the content of fluid components have problems with low analytical accuracy and poor effect, especially in oil reservoirs with condensate tops.
By obtaining the state parameters corresponding to the oil and gas sample, a fluid state model is established that contains a preset number of characteristic parameters, and the fluid state model is adjusted through the parameter identification of the characteristic parameters under each composition, and a target state model is generated to determine the source of oil and gas.
The analysis accuracy of each oil and gas composition is improved, and the technical effect of accurately predicting the source of oil and gas is achieved.
Smart Images

Figure CN119541685A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the field of oil exploration technology, and in particular to a method, device, equipment and medium for determining the source of oil and gas. Background Art
[0002] Nowadays, the phase characteristics of fluids have become the focus and difficulty of research during the development of oil and gas reservoirs, especially for reservoirs with condensate gas caps. The fluid properties are complex in their original state, and the fluid composition and fluid properties change dramatically with depth. During the development process, when multiple fluids are mixed, the output well flow will contain multiple fluids. It is usually necessary to analyze which component fluid the oil and gas in the well flow comes from. At present, the analysis of the source of oil and gas is usually carried out by monitoring the content of various components in the well flow and analyzing the source of oil and gas based on the content.
[0003] However, as the phase state of the formation fluid changes during the development process, the produced well fluid also changes continuously. This analysis method based on fluid component content has the problems of low analysis accuracy and poor effect. Summary of the invention
[0004] The present invention provides a method, device, equipment and medium for determining the source of oil and gas, so as to improve the analysis accuracy of each component of oil and gas, and further achieve the technical effect of accurately predicting the source of oil and gas.
[0005] According to one aspect of the present invention, there is provided a method for determining the source of oil and gas, the method comprising:
[0006] Acquire state parameters corresponding to at least one oil and gas sample; wherein the oil and gas sample contains at least three components, including oil reservoir, condensate gas and injected gas;
[0007] Performing phase analysis based on the state parameters to establish a fluid state model including a preset number of characteristic parameters;
[0008] Determine the parameter identifier of each characteristic parameter under each of the compositions, and adjust the parameters in the fluid state model based on the characteristic parameters under each of the compositions and the parameter identifier to generate a target state model; wherein the target state model includes each of the characteristic parameters corresponding to each of the compositions;
[0009] The oil and gas data corresponding to the oil and gas to be measured are processed based on the target state model to determine the oil and gas source of the oil and gas to be measured; wherein the oil and gas source is one of the at least three components.
[0010] According to another aspect of the present invention, there is provided a device for determining the source of oil and gas, the device comprising:
[0011] A state parameter acquisition module, used to acquire state parameters corresponding to at least one oil and gas sample; wherein the oil and gas sample contains at least three components, including oil reservoir, condensate gas and injected gas;
[0012] A fluid state model determination module, used to perform phase analysis based on the state parameters and establish a fluid state model containing a preset number of characteristic parameters;
[0013] a target state model determination module, used to determine parameter identifiers of each characteristic parameter under each of the compositions, and based on each characteristic parameter under each of the compositions and the parameter identifiers, adjust the parameters in the fluid state model to generate a target state model; wherein the target state model includes each characteristic parameter corresponding to each of the compositions;
[0014] The oil and gas source determination module is used to process the oil and gas data corresponding to the oil and gas to be measured based on the target state model to determine the oil and gas source of the oil and gas to be measured; wherein the oil and gas source is one of the at least three components.
[0015] According to another aspect of the present invention, an electronic device is provided, the electronic device comprising:
[0016] at least one processor; and
[0017] a memory communicatively connected to the at least one processor; wherein,
[0018] The memory stores a computer program that can be executed by the at least one processor, and the computer program is executed by the at least one processor so that the at least one processor can execute the method for determining the source of oil and gas described in any embodiment of the present invention.
[0019] According to another aspect of the present invention, a computer-readable storage medium is provided, wherein the computer-readable storage medium stores computer instructions, and the computer instructions are used to enable a processor to implement the method for determining the source of oil and gas described in any embodiment of the present invention when executed.
[0020] The technical solution of the embodiment of the present invention is to obtain state parameters corresponding to at least one oil and gas sample; the oil and gas sample contains at least three components, including oil reservoir, condensate gas and injected gas; perform phase analysis based on the state parameters to establish a fluid state model containing a preset number of characteristic parameters; determine parameter identifiers of each characteristic parameter under each component, and adjust the parameters in the fluid state model based on each characteristic parameter and parameter identifier under each component to generate a target state model; process the oil and gas data corresponding to the oil and gas to be tested based on the target state model to determine the oil and gas source of the oil and gas to be tested, thereby solving the problem of analyzing the oil and gas source based on the content of fluid components in the prior art. There are problems of low analysis accuracy and poor effect. By performing phase analysis on the state parameters of multiple oil and gas samples, a fluid state model containing a preset number of characteristic parameters is established. Then, on the basis of the fluid state model, the parameters in the fluid state model are adjusted through the parameter identifiers of each characteristic parameter under each composition, and a target state model containing each characteristic parameter corresponding to each composition is generated, so that the target state model can predict the data of the corresponding characteristic parameters under each composition, thereby improving the analysis accuracy of each oil and gas composition, and then the oil and gas source of the oil and gas to be tested is determined in combination with the data of the corresponding characteristic parameters under different compositions, thereby achieving the technical effect of accurately predicting the source of oil and gas.
[0021] It should be understood that the contents described in this section are not intended to identify the key or important features of the embodiments of the present invention, nor are they intended to limit the scope of the present invention. Other features of the present invention will become easily understood through the following description. BRIEF DESCRIPTION OF THE DRAWINGS
[0022] 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 description of 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 creative work.
[0023] Figure 1 is a flow chart of a method for determining the source of oil and gas provided according to Embodiment 1 of the present invention;
[0024] Figure 2 is a schematic diagram of characteristic parameters characterizing various compositions provided according to the first embodiment of the present invention;
[0025] Figure 3 is a schematic structural diagram of a device for determining the source of oil and gas provided according to Embodiment 2 of the present invention;
[0026] Figure 4 It is a schematic diagram of the structure of an electronic device for implementing the method for determining the oil and gas source according to an embodiment of the present invention. DETAILED DESCRIPTION
[0027] In order to enable those skilled in the art to better understand the scheme of the present invention, the technical scheme in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work should fall within the scope of protection of the present invention.
[0028] It should be noted that the terms "first", "second", etc. in the specification and claims of the present invention and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchanged where appropriate, so that the embodiments of the present invention described herein can be implemented in an order other than those illustrated or described herein. In addition, the terms "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions, for example, a process, method, system, product or device that includes a series of steps or units is not necessarily limited to those steps or units that are clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.
[0029] Embodiment 1
[0030] Figure 1 This is a flow chart of a method for determining the source of oil and gas provided according to the first embodiment of the present invention. This embodiment is applicable to the case of determining the source of oil and gas. The method can be executed by a device for determining the source of oil and gas. The device for determining the source of oil and gas can be implemented in the form of hardware and / or software. The device for determining the source of oil and gas can be configured in a computing device. Figure 1 As shown, the method includes:
[0031] S110, obtaining state parameters corresponding to at least one oil and gas sample; the oil and gas sample contains at least three components.
[0032] The composition includes but is not limited to oil reservoir, condensate gas (also called condensate gas cap) and injected gas. The state parameters include but are not limited to temperature, pressure, mass, volume, density, formation volume coefficient, solution gas-oil ratio, viscosity, etc. Different oil and gas samples have different production attributes; production attributes include production depth and / or production location.
[0033] Specifically, representative oil and gas samples at different depths and locations of condensate gas and oil reservoirs may be selected, and actual measurement data of these oil and gas samples may be obtained, the data including state parameter information.
[0034] S120, performing phase analysis based on the state parameters, and establishing a fluid state model including a preset number of characteristic parameters.
[0035] Among them, the fluid state model includes a preset number of characteristic parameters, which can be parameters that can characterize the complex phase characteristics of the condensate gas cap + oil reservoir, for example, molecular mass MW, critical pressure Pc, critical temperature Tc, eccentricity factor Acf, volume shift coefficient Sshift, binary interaction coefficient bic, etc.
[0036] In this embodiment, the state parameters of the oil and gas samples can be substituted into the designated reservoir data simulation software, and the state equation parameters can be fitted for multiple samples at the same time, so as to establish a set of state equations representing the four-dimensional fluid phase characteristics of the oil and gas reservoir, namely, the fluid state model. When the fluid state model is applied, the oil and gas data of the oil and gas to be tested can be input into the fluid state model, and the model can output the characteristic value of each characteristic parameter, reflecting the characteristic information of the oil and gas to be tested under various parameters.
[0037] S130, determining parameter identifiers of characteristic parameters under each composition, and adjusting parameters in the fluid state model based on the characteristic parameters and parameter identifiers under each composition to generate a target state model.
[0038] The target state model includes characteristic parameters corresponding to each composition. For example, the characteristic parameter information corresponding to the three compositions of reservoir, condensate gas and injected gas in a reservoir with condensate gas cap can be found in Figure 2 Each composition contains characteristic parameters such as CO2, H2S, C1N2, C2C3, C4C5, C6-C13, C14-C29, and C30P.
[0039] In order to improve the analysis accuracy of oil and gas, the model can predict the information of each characteristic parameter corresponding to each composition. For each composition, a unique parameter identifier can be set for the corresponding characteristic parameters under different compositions, so as to adjust the parameters in the fluid state model through the parameter identifier and generate the target state equation. Optionally, the parameter identifier of each characteristic parameter under each composition is determined, including: determining the parameter identifier of each characteristic parameter under each composition based on the sorting between the compositions and the initial identifier of each characteristic parameter; or, determining the parameter identifier of each characteristic parameter under each composition based on the composition identifier of the composition and the initial identifier of each characteristic parameter. The parameter identifier is relative to the composition and the characteristic parameter, and is different from the parameter identifier of the parameter in the fluid state model. The initial identifier corresponds to the identifier of the parameter in the fluid state model.
[0040] Specifically, the parameter names of each characteristic parameter in the fluid state model can be used as initial identifiers, and the characteristic parameters under each component can be renamed according to the ranking of the three components of condensate gas, oil reservoir, and injected gas, so as to determine the parameter identifiers of each characteristic parameter under each component. For example, the initial identifier of characteristic parameter 1 in the fluid state model is CO2, the ranking of condensate gas is 1, and the parameter identifier of characteristic parameter 1 under condensate gas can be set to 1_CO2; the ranking of oil reservoir is 2, and the parameter identifier of characteristic parameter 1 under oil reservoir can be set to 2_CO2. Alternatively, the component identifier of the upper component can be assigned on the basis of the initial identifier of each characteristic parameter to generate the parameter identifier of the characteristic parameter under the component. For example, the identifier of condensate gas is C, and the parameter identifier of characteristic parameter 1 under condensate gas can be set to C_CO2; the identifier of oil reservoir is O, and the parameter identifier of characteristic parameter 1 under oil reservoir can be set to O_CO2. The parameter identifiers of the same characteristic parameter corresponding to different components are different, and the parameter identifiers of different characteristic parameters corresponding to the same component are also different, so as to distinguish the characteristic parameters under different components.
[0041] Furthermore, the name of the parameter in the fluid state model can be changed by the parameter identifier of the characteristic parameter corresponding to each composition, and the state analysis model corresponding to each characteristic parameter under each composition can be generated respectively, and each state analysis model can correspond to a characteristic parameter under one composition. Exemplarily, the original composition includes 3 and the characteristic parameters include 8, so a total of 24 state analysis models are established. Then, each state analysis model can be fused to generate a target state model.
[0042] In this embodiment, based on the characteristic parameters and parameter identifiers under each composition, the parameters in the fluid state model are adjusted to generate a target state model, including: determining the data to be used corresponding to each characteristic parameter under the same composition according to the characteristic conservation rule; based on the data to be used and the parameter identifier, the parameters in the fluid state model are adjusted to generate a target state model.
[0043] The characteristic conservation rule may be: the sum of the characteristic values of all characteristic parameters under the same composition is guaranteed to be 1. The characteristic value is the data to be used.
[0044] Specifically, all characteristic parameters under the same composition can be analyzed by the characteristic conservation rule, and the data to be used corresponding to each characteristic parameter under this composition can be calculated in combination with the reservoir analysis requirements. In the process of renaming the parameters in the fluid state model using the parameter identifiers of the characteristic parameters, the parameter information or its weight can be corrected in combination with the data to be used of the characteristic parameters to generate the target state model.
[0045] For example, parameter identifiers of characteristic parameters under different compositions and an example table of data to be used of characteristic parameters can be found in Table 1. For example, the data to be used of CCO2 (parameter identifier of CO2 under condensate gas) is 0.039. The data to be used of OCO2 (parameter identifier of CO2 under oil reservoir) is 0.029.
[0046] Table 1
[0047] Parameter identification\composition Condensate gas Oil Reservoir Injection gas CCO2 0.039 0 0 OCO2 0 0.029 0 ICO2 0 0 0.03 CH2S 0 0 0 OH2S 0 0 0 IH2S 0 0 0 CC1N2 0.791 0 0 OC1N2 0 0.474 0 IC1N2 0 0 0.78 CC2C3 0.093 0 0 OC2C3 0 0.119 0 IC2C3 0 0 0.1 CC4C5 0.037 0 0
[0048] Continued from Table 1
[0049] OC4C5 0 0.075 0 IC4C5 0 0 0.05 CC6-C13 0.038 0 0 OC6-C13 0 0.186 0 IC6-C13 0 0 0.04 CC14-C2 0.002 0 0 OC14-C2 0 0.096 0 IC14-C2 0 0 0 CC30P 0 0 0 OC30P 0 0.021 0 IC30P 0 0 0 total 1.000 1.000 1.000
[0050] S140: Processing the oil and gas data corresponding to the oil and gas to be tested based on the target state model to determine the oil and gas source of the oil and gas to be tested.
[0051] Among them, the source of oil and gas is one of at least three components.
[0052] Specifically, the oil and gas data corresponding to the oil and gas to be tested can be input into the target state model, and model prediction can be performed based on the target state model to obtain the oil and gas source of the oil and gas to be tested produced at the wellhead.
[0053] Optionally, the oil and gas data corresponding to the oil and gas to be tested are processed based on the target state model to determine the oil and gas source of the oil and gas to be tested, including: acquiring the oil and gas data corresponding to the oil and gas to be tested; processing the oil and gas data based on the target state model to obtain target data corresponding to each characteristic parameter under each composition; and determining the oil and gas source of the oil and gas to be tested based on the target data.
[0054] In practical applications, oil and gas data of the oil and gas to be tested can be collected, including but not limited to the oil and gas state parameters of the oil and gas itself, the geological parameters to which the oil and gas belongs, the mining parameters, etc. The target state model is used to process the oil and gas data, and the model can predict the target data corresponding to each characteristic parameter under each composition. For example, if the characteristic parameter is gas, the target data can include the content of the characteristic parameter in the composition. Furthermore, the oil and gas source of the oil and gas to be tested can be determined by the target data of each characteristic parameter under different compositions.
[0055] Optionally, based on the target data, determining the oil and gas source of the oil and gas to be tested includes: based on the target data, determining the proportion of each component from which the oil and gas to be tested originates; based on each proportion, determining the oil and gas source of the oil and gas to be tested.
[0056] Specifically, the target data of each characteristic parameter under different compositions can be used to calculate the proportion of the oil and gas to be tested originating from the condensate gas cap, dissolved gas, and injected gas, as well as the proportion of gas cap condensate in the crude oil produced from the wellhead. The composition corresponding to the maximum proportion can be used as the oil and gas source of the oil and gas to be tested, and the oil and gas flow channel can be accurately determined by the oil and gas source.
[0057] The technical solution of this embodiment is to obtain state parameters corresponding to at least one oil and gas sample; the oil and gas sample contains at least three components, including oil reservoir, condensate gas and injected gas; perform phase analysis based on the state parameters to establish a fluid state model containing a preset number of characteristic parameters; determine the parameter identifier of each characteristic parameter under each component, and adjust the parameters in the fluid state model based on each characteristic parameter and parameter identifier under each component to generate a target state model; process the oil and gas data corresponding to the oil and gas to be tested based on the target state model to determine the oil and gas source of the oil and gas to be tested, thereby solving the problem of analyzing the oil and gas source based on the content of fluid components in the prior art. In order to solve the problems of low analysis accuracy and poor effect, we have implemented phase analysis on the state parameters of multiple oil and gas samples, established a fluid state model containing a preset number of characteristic parameters, and then, on the basis of the fluid state model, adjusted the parameters in the fluid state model through the parameter identifiers of each characteristic parameter under each composition, and generated a target state model containing each characteristic parameter corresponding to each composition, so that the target state model can simultaneously simulate the data of the corresponding characteristic parameters under each composition, improve the analysis accuracy of each oil and gas composition, and then determine the oil and gas source of the oil and gas to be tested in combination with the data of the corresponding characteristic parameters under different compositions, and achieve the technical effect of accurately predicting the source of oil and gas.
[0058] Embodiment 2
[0059] Figure 3 FIG. 1 is a schematic diagram of the structure of a device for determining the source of oil and gas according to Embodiment 2 of the present invention. Figure 3 As shown, the device includes: a state parameter acquisition module 210, a fluid state model determination module 220, a target state model determination module 230 and an oil and gas source determination module 240.
[0060] Among them, the state parameter acquisition module 210 is used to obtain the state parameters corresponding to at least one oil and gas sample; wherein the oil and gas sample contains at least three components, and the components include oil reservoir, condensate gas and injected gas; the fluid state model determination module 220 is used to perform phase analysis based on the state parameters and establish a fluid state model containing a preset number of characteristic parameters; the target state model determination module 230 is used to determine the parameter identifier of each characteristic parameter under each of the components, and based on each characteristic parameter under each of the components and the parameter identifier, adjust the parameters in the fluid state model to generate a target state model; wherein the target state model contains each characteristic parameter corresponding to each of the components; the oil and gas source determination module 240 is used to process the oil and gas data corresponding to the oil and gas to be tested based on the target state model to determine the oil and gas source of the oil and gas to be tested; wherein the oil and gas source is one of the at least three components.
[0061] The technical solution of this embodiment is to obtain state parameters corresponding to at least one oil and gas sample; the oil and gas sample contains at least three components, including oil reservoir, condensate gas and injected gas; perform phase analysis based on the state parameters to establish a fluid state model containing a preset number of characteristic parameters; determine the parameter identifier of each characteristic parameter under each component, and adjust the parameters in the fluid state model based on each characteristic parameter and parameter identifier under each component to generate a target state model; process the oil and gas data corresponding to the oil and gas to be tested based on the target state model to determine the oil and gas source of the oil and gas to be tested, thereby solving the problem of analyzing the oil and gas source based on the content of fluid components in the prior art. In order to solve the problems of low analysis accuracy and poor effect, we have implemented phase analysis on the state parameters of multiple oil and gas samples, established a fluid state model containing a preset number of characteristic parameters, and then, on the basis of the fluid state model, adjusted the parameters in the fluid state model through the parameter identifiers of each characteristic parameter under each composition, and generated a target state model containing each characteristic parameter corresponding to each composition, so that the target state model can simultaneously simulate the data of the corresponding characteristic parameters under each composition, improve the analysis accuracy of each oil and gas composition, and then determine the oil and gas source of the oil and gas to be tested in combination with the data of the corresponding characteristic parameters under different compositions, and achieve the technical effect of accurately predicting the source of oil and gas.
[0062] Based on the above device, optionally, the target state model determination module 230 includes a parameter identification determination unit.
[0063] a parameter identification determination unit, configured to determine the parameter identification of each characteristic parameter under each of the components based on the order of the components and the initial identification of each characteristic parameter; or
[0064] Based on the composition identification of the composition and the initial identification of each characteristic parameter, the parameter identification of each characteristic parameter under each composition is determined; wherein the initial identification corresponds to the identification of the parameter in the fluid state model.
[0065] On the basis of the above device, optionally, the target state model determination module 230 includes: a to-be-used data determination unit and a target state model determination unit.
[0066] A data determination unit to be used, used to determine the data to be used corresponding to each characteristic parameter under the same composition according to the characteristic conservation rule;
[0067] The target state model determination unit is used to adjust the parameters in the fluid state model based on the data to be used and the parameter identifier to generate a target state model.
[0068] On the basis of the above device, optionally, the oil and gas source determination module 240 includes an oil and gas data acquisition unit, a target data determination unit and an oil and gas source determination unit.
[0069] An oil and gas data acquisition unit, used to acquire oil and gas data corresponding to the oil and gas to be tested;
[0070] A target data determination unit, used for processing the oil and gas data based on the target state model to obtain target data corresponding to each characteristic parameter under each composition; wherein the target data includes the content of the characteristic parameter under the composition;
[0071] The oil and gas source determination unit is used to determine the oil and gas source of the oil and gas to be tested based on the target data.
[0072] On the basis of the above device, optionally, the oil and gas source determination unit includes a ratio determination subunit and an oil and gas source determination subunit.
[0073] A ratio determination subunit, for determining the ratio of the oil and gas to be tested originating from each of the components based on the target data;
[0074] The oil and gas source determination subunit is used to determine the oil and gas source of the oil and gas to be tested based on each of the ratios.
[0075] Based on the above device, optionally, different oil and gas samples have different production attributes; the production attributes include production depth and / or production location.
[0076] The device for determining the source of oil and gas provided in the embodiment of the present invention can execute the method for determining the source of oil and gas provided in any embodiment of the present invention, and has the corresponding functional modules and beneficial effects of the execution method.
[0077] Embodiment 3
[0078] Figure 4 1 is a schematic diagram of the structure of an electronic device for implementing the method for determining the source of oil and gas according to an embodiment of the present invention. The electronic device is intended to represent various forms of digital computers, such as laptop computers, desktop computers, workstations, personal digital assistants, servers, blade servers, mainframe computers, and other suitable computers. The electronic device may also represent various forms of mobile devices, such as personal digital processing, cellular phones, smart phones, wearable devices (such as helmets, glasses, watches, etc.) and other similar computing devices. The components shown herein, their connections and relationships, and their functions are merely examples and are not intended to limit the implementation of the present invention described and / or claimed herein.
[0079] like Figure 4 As shown, the electronic device 10 includes at least one processor 11, and a memory connected to the at least one processor 11, such as a read-only memory (ROM) 12, a random access memory (RAM) 13, etc., wherein the memory stores a computer program that can be executed by at least one processor, and the processor 11 can perform various appropriate actions and processes according to the computer program stored in the read-only memory (ROM) 12 or the computer program loaded from the storage unit 18 to the random access memory (RAM) 13. In the RAM 13, various programs and data required for the operation of the electronic device 10 can also be stored. The processor 11, the ROM 12, and the RAM 13 are connected to each other through a bus 14. An input / output (I / O) interface 15 is also connected to the bus 14.
[0080] A number of components in the electronic device 10 are connected to the I / O interface 15, including: an input unit 16, such as a keyboard, a mouse, etc.; an output unit 17, such as various types of displays, speakers, etc.; a storage unit 18, such as a disk, an optical disk, etc.; and a communication unit 19, such as a network card, a modem, a wireless communication transceiver, etc. The communication unit 19 allows the electronic device 10 to exchange information / data with other devices through a computer network such as the Internet and / or various telecommunication networks.
[0081] The processor 11 may be a variety of general and / or special processing components with processing and computing capabilities. Some examples of the processor 11 include, but are not limited to, a central processing unit (CPU), a graphics processing unit (GPU), various special artificial intelligence (AI) computing chips, various processors running machine learning model algorithms, a digital signal processor (DSP), and any appropriate processor, controller, microcontroller, etc. The processor 11 performs the various methods and processes described above, such as a method for determining the source of oil and gas.
[0082] In some embodiments, the method for determining the source of oil and gas may be implemented as a computer program, which is tangibly contained in a computer-readable storage medium, such as a storage unit 18. In some embodiments, part or all of the computer program may be loaded and / or installed on the electronic device 10 via the ROM 12 and / or the communication unit 19. When the computer program is loaded into the RAM 13 and executed by the processor 11, one or more steps of the method for determining the source of oil and gas described above may be performed. Alternatively, in other embodiments, the processor 11 may be configured to perform the method for determining the source of oil and gas in any other appropriate manner (e.g., by means of firmware).
[0083] Various implementations of the systems and techniques described above herein can be implemented in digital electronic circuit systems, integrated circuit systems, field programmable gate arrays (FPGAs), application specific integrated circuits (ASICs), application specific standard products (ASSPs), systems on chips (SOCs), load programmable logic devices (CPLDs), computer hardware, firmware, software, and / or combinations thereof. These various implementations can include: being implemented in one or more computer programs that can be executed and / or interpreted on a programmable system including at least one programmable processor, which can be a special purpose or general purpose programmable processor that can receive data and instructions from a storage system, at least one input device, and at least one output device, and transmit data and instructions to the storage system, the at least one input device, and the at least one output device.
[0084] Computer programs for implementing the methods of the present invention may be written in any combination of one or more programming languages. These computer programs may be provided to a processor of a general-purpose computer, a special-purpose computer, or other programmable data processing device, so that when the computer program is executed by the processor, the functions / operations specified in the flow chart and / or block diagram are implemented. The computer program may be executed entirely on the machine, partially on the machine, partially on the machine and partially on a remote machine as a stand-alone software package, or entirely on a remote machine or server.
[0085] In the context of the present invention, a computer-readable storage medium may be a tangible medium that may contain or store a computer program for use by or in combination with an instruction execution system, device or equipment. A computer-readable storage medium may include, but is not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, devices or equipment, or any suitable combination of the foregoing. Alternatively, a computer-readable storage medium may be a machine-readable signal medium. A more specific example of a machine-readable storage medium may include an electrical connection based on one or more lines, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
[0086] To provide interaction with a user, the systems and techniques described herein may be implemented on an electronic device having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to the user; and a keyboard and a pointing device (e.g., a mouse or trackball) through which the user can provide input to the electronic device. Other types of devices may also be used to provide interaction with the user; for example, the feedback provided to the user may be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form (including acoustic input, voice input, or tactile input).
[0087] The systems and techniques described herein may be implemented in a computing system that includes backend components (e.g., as a data server), or a computing system that includes middleware components (e.g., an application server), or a computing system that includes frontend components (e.g., a user computer with a graphical user interface or a web browser through which a user can interact with implementations of the systems and techniques described herein), or a computing system that includes any combination of such backend components, middleware components, or frontend components. The components of the system may be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: a local area network (LAN), a wide area network (WAN), a blockchain network, and the Internet.
[0088] A computing system may include a client and a server. The client and the server are generally remote from each other and usually interact through a communication network. The client and server relationship is generated by computer programs running on the corresponding computers and having a client-server relationship with each other. The server may be a cloud server, also known as a cloud computing server or cloud host, which is a host product in the cloud computing service system to solve the defects of difficult management and weak business scalability in traditional physical hosts and VPS services.
[0089] It should be understood that the various forms of processes shown above can be used to reorder, add or delete steps. For example, the steps described in the present invention can be executed in parallel, sequentially or in different orders, as long as the desired results of the technical solution of the present invention can be achieved, and this document does not limit this.
[0090] The above specific implementations do not constitute a limitation on the protection scope of the present invention. It should be understood by those skilled in the art that various modifications, combinations, sub-combinations and substitutions can be made according to design requirements and other factors. Any modification, equivalent substitution and improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.
Claims
1. A method for determining the source of oil and gas, characterized in that: include: Acquire state parameters corresponding to at least one oil and gas sample; wherein the oil and gas sample contains at least three components, including oil reservoir, condensate gas and injected gas; Performing phase analysis based on the state parameters to establish a fluid state model including a preset number of characteristic parameters; Determine the parameter identifier of each characteristic parameter under each of the compositions, and adjust the parameters in the fluid state model based on the characteristic parameters under each of the compositions and the parameter identifier to generate a target state model; wherein the target state model includes each of the characteristic parameters corresponding to each of the compositions; The oil and gas data corresponding to the oil and gas to be measured are processed based on the target state model to determine the oil and gas source of the oil and gas to be measured; wherein the oil and gas source is one of the at least three components.
2. The method according to claim 1, characterized in that The step of determining the parameter identifiers of the characteristic parameters of each of the components comprises: Determine the parameter identification of each characteristic parameter under each of the components based on the order of the components and the initial identification of each characteristic parameter; or, Based on the composition identification of the composition and the initial identification of each characteristic parameter, the parameter identification of each characteristic parameter under each composition is determined; wherein the initial identification corresponds to the identification of the parameter in the fluid state model.
3. The method according to claim 1, characterized in that: The step of adjusting the parameters in the fluid state model based on the characteristic parameters and the parameter identifiers under each of the compositions to generate a target state model includes: Determine the data to be used corresponding to each characteristic parameter under the same composition according to the characteristic conservation rule; Based on the data to be used and the parameter identifier, the parameters in the fluid state model are adjusted to generate a target state model.
4. The method according to claim 1, characterized in that The step of processing the oil and gas data corresponding to the oil and gas to be measured based on the target state model to determine the oil and gas source of the oil and gas to be measured includes: The obtained oil and gas data corresponding to the oil and gas to be tested; Processing the oil and gas data based on the target state model to obtain target data corresponding to each characteristic parameter under each composition; wherein the target data includes the content of the characteristic parameter under the composition; Based on the target data, the oil and gas source of the oil and gas to be tested is determined.
5. The method according to claim 4, characterized in that The step of determining the oil and gas source of the oil and gas to be tested based on the target data includes: Based on the target data, determining the proportion of the oil and gas to be tested originating from each of the components; Based on the ratios, the oil and gas sources of the oil and gas to be tested are determined.
6. The method according to claim 1, characterized in that Different oil and gas samples have different production attributes; the production attributes include production depth and / or production location.
7. A device for determining the source of oil and gas, characterized in that: include: A state parameter acquisition module, used to acquire state parameters corresponding to at least one oil and gas sample; wherein the oil and gas sample contains at least three components, including oil reservoir, condensate gas and injected gas; A fluid state model determination module, used to perform phase analysis based on the state parameters and establish a fluid state model containing a preset number of characteristic parameters; a target state model determination module, used to determine parameter identifiers of each characteristic parameter under each of the compositions, and based on each characteristic parameter under each of the compositions and the parameter identifiers, adjust the parameters in the fluid state model to generate a target state model; wherein the target state model includes each characteristic parameter corresponding to each of the compositions; The oil and gas source determination module is used to process the oil and gas data corresponding to the oil and gas to be measured based on the target state model to determine the oil and gas source of the oil and gas to be measured; wherein the oil and gas source is one of the at least three components.
8. The device according to claim 7, characterized in that The target state model determination module includes: A parameter identification determination unit is used to determine the parameter identification of each characteristic parameter under each of the components based on the order between the components and the initial identification of each characteristic parameter; or, to determine the parameter identification of each characteristic parameter under each of the components based on the composition identification of the components and the initial identification of each characteristic parameter; wherein the initial identification corresponds to the identification of the parameter in the fluid state model.
9. An electronic device, characterized in that: The electronic device comprises: at least one processor; and a memory communicatively connected to the at least one processor; wherein, The memory stores a computer program executable by the at least one processor, and the computer program is executed by the at least one processor so that the at least one processor can perform the method for determining the source of oil and gas according to any one of claims 1-6.
10. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores computer instructions, and the computer instructions are used to enable a processor to implement the method for determining the source of oil and gas according to any one of claims 1-6 when executed.
Citation Information
Patent Citations
Stratum component optimization determining method and device
CN105426612A
Tight oil reservoir fluid simulation method considering pore throat limitation mechanism and application of tight oil reservoir fluid simulation method in gas injection development simulation
CN111027211A
Hydrocarbon reservoir identification method and device, computer equipment and readable storage medium
CN111665560A
Judgment method for phase state of oil-gas system in non-equilibrium process
CN113550745A
Condensate gas reservoir fluid composition inversion calculation method
CN113673142A