CN118057384A - Method, device, equipment and medium for constructing petrophysical modeling flow - Google Patents
Method, device, equipment and medium for constructing petrophysical modeling flow Download PDFInfo
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Abstract
The invention discloses a method, a device, equipment and a medium for constructing a petrophysical modeling flow. The method comprises the following steps: responding to modeling flow construction operation of a user terminal, and determining a network structure of a petrophysical modeling flow; wherein the mesh structure includes node information and connection relationship information; and responding to the construction completion operation of the user terminal, and determining a petrophysical modeling flow according to the network structure. The technical scheme solves the problem of poor construction flexibility of the petrophysical modeling flow, can improve the expandability of the modeling function while increasing the modeling flexibility, and is beneficial to a user to realize custom modeling.
Description
Technical Field
The present invention relates to the field of geophysics technologies, and in particular, to a method, an apparatus, a device, and a medium for constructing a petrophysical modeling process.
Background
Petrophysical modeling is a petrophysical analysis technique that simulates elastic parameters of rock from parameters such as lithology, porosity, etc. of the rock based on a petrophysical theoretical model. The petrophysical modeling establishes the connection between reservoir parameters and elastic parameters, and is the basis of quantitative prediction of earthquake. Since the petrophysical modeling modes are various, the petrophysical modeling process often needs to combine multiple modeling modes for application.
Currently, the petrophysical modeling method mainly comprises firmware type, table format, component type, stream program and other modes. However, the existing modeling mode has great limitation, flexible modeling is difficult to realize, the expandability of a modeling function is poor, and the modeling requirement of user diversification cannot be met.
Disclosure of Invention
The invention provides a method, a device, equipment and a medium for constructing a petrophysical modeling flow, which are used for solving the problem of poor construction flexibility of the petrophysical modeling flow, improving the expandability of a modeling function while increasing the modeling flexibility and being beneficial to a user to realize custom modeling.
According to an aspect of the present invention, there is provided a method for constructing a petrophysical modeling process, the method comprising:
responding to modeling flow construction operation of a user terminal, and determining a network structure of a petrophysical modeling flow; wherein the mesh structure includes node information and connection relationship information;
And responding to the construction completion operation of the user terminal, and determining a petrophysical modeling flow according to the network structure.
According to another aspect of the present invention, there is provided an apparatus for constructing a petrophysical modeling process, the apparatus comprising:
The network structure determining module is used for responding to modeling flow construction operation of the user terminal and determining a network structure of the petrophysical modeling flow; wherein the mesh structure includes node information and connection relationship information;
And the modeling flow determining module is used for determining the petrophysical modeling flow according to the network structure in response to the construction completion operation of the user terminal.
According to another aspect of the present invention, there is provided an electronic apparatus including:
At least one processor; and
A memory communicatively coupled to the at least one processor; wherein,
The memory stores a computer program executable by the at least one processor to enable the at least one processor to perform the method of constructing a petrophysical modeling procedure according to any one of the embodiments of the present invention.
According to another aspect of the present invention, there is provided a computer readable storage medium storing computer instructions for causing a processor to implement a method for constructing a petrophysical modeling procedure according to any embodiment of the present invention when executed.
According to the technical scheme, the network structure of the petrophysical modeling flow is determined by responding to the modeling flow construction operation of the user terminal; upon completion of the operation by responding to the build of the user terminal, a petrophysical modeling procedure is determined from the mesh structure. The method solves the problem of poor construction flexibility of the petrophysical modeling flow, can improve the expandability of the modeling function while increasing the modeling flexibility, and is beneficial to users to realize custom modeling.
It should be understood that the description in this section is not intended to identify key or critical features of the embodiments of the invention or to delineate the scope of the invention. Other features of the present invention will become apparent from the description that follows.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required for the description of the embodiments will be briefly described below, and it is apparent that the drawings in the following description are only some embodiments of the present invention, and other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a flow chart of a method of constructing a petrophysical modeling flow according to a first embodiment of the present invention;
FIG. 2A is a flow chart of a method for constructing a petrophysical modeling flow according to a second embodiment of the present invention;
FIG. 2B is a diagram of a mesh structure of a petrophysical modeling process according to a second embodiment of the present invention;
FIG. 3 is a schematic structural diagram of a construction device for a petrophysical modeling process according to a third embodiment of the present invention;
fig. 4 is a schematic structural diagram of an electronic device implementing a method of constructing a petrophysical modeling procedure according to an embodiment of the present invention.
Detailed Description
In order that those skilled in the art will better understand the present invention, a technical solution in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in which it is apparent that the described embodiments are only some embodiments of the present invention, not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the present invention without making any inventive effort, shall fall within the scope of the present invention.
It should be noted that the terms "first," "second," and the like in the description and the claims of the present application and the above figures are used for distinguishing between similar objects and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used may be interchanged where appropriate such that the embodiments of the application described herein may be implemented in sequences other than those illustrated or otherwise described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, apparatus, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed or inherent to such process, method, article, or apparatus. The technical scheme of the application obtains, stores, uses, processes and the like the data, which all meet the relevant regulations of national laws and regulations.
Example 1
Fig. 1 is a flowchart of a method for constructing a petrophysical modeling process according to an embodiment of the present invention, where the method may be performed by a device for constructing a petrophysical modeling process, the device may be implemented in hardware and/or software, and the device may be configured in an electronic device. As shown in fig. 1, the method includes:
s110, responding to modeling flow construction operation of the user terminal, and determining a network structure of the petrophysical modeling flow.
The solution can be executed by an electronic device deployed with a modeling tool through which a user can implement autonomous construction of a petrophysical modeling procedure. The user may operate the modeling tool according to the petrophysical modeling procedure, such as creating a new modeling procedure, importing a modeling procedure, and the like. The modeling tool can respond to the modeling flow construction operation of the user terminal to directly acquire the network structure of the petrophysical modeling flow, or acquire node information and connection relation information among nodes, and determine the network structure of the petrophysical modeling flow according to the node information and the connection relation information.
It will be appreciated that a node may be a computational functional unit in a petrophysical modeling flow. Each node may include one or more functions for implementing one or a class of functions. The node information may include function names, function types, parameters involved, and parameter types. Wherein, the function types can include library functions and custom functions; the library functions can be functions which are available for users to select in a function library of the modeling tool; the custom function may be a function developed autonomously by the user. The parameters of interest may include input parameters and output parameters of a function; the parameter types comprise numerical parameters, curve parameters and node parameters; the curve type parameter can be a parameter obtained according to a logging curve; the node type parameters may be parameters obtained from input and/or output parameters of the associated node.
It is easy to understand that the connection relationship may represent a data transmission direction in the petrophysical modeling process, and the connection relationship may be pointed to a node for calling data by a node for called data.
And S120, responding to the construction completion operation of the user terminal, and determining a petrophysical modeling flow according to the network structure.
The modeling tool may determine a petrophysical modeling procedure from the mesh structure in response to a build completion operation of the user terminal, such as parsing, compiling, etc. Specifically, the modeling tool can register the function to the script engine in advance by adopting a script engine mechanism of the Qt development framework, and establish the function name and the specific implementation of the function. The specific implementation of the function is obtained from the script engine according to the function name. The modeling tool can query parameter information corresponding to the function in the configuration file according to the type and the name of the function. And generating a dialog box according to the node for the user to select or set parameters.
In this scenario, optionally, after determining the petrophysical modeling procedure, the method further comprises:
Determining a root node of a petrophysical modeling process in each node, and acquiring input parameters of each root node;
Calculating the matched functions of the root nodes according to the input parameters, and determining the output parameters of the root nodes;
according to the output parameters of the root nodes, according to the connection relation among the nodes, the functions matched by other nodes except the root nodes are calculated, and the output parameters of other nodes are determined.
After the petrophysical modeling process is generated, the modeling tool may operate according to the petrophysical modeling process, or may initiate the petrophysical modeling process operation in response to the petrophysical modeling process operation of the user terminal. The modeling tool can automatically search the root nodes, acquire the input parameters of the root nodes, calculate the matched functions of the root nodes based on the input parameters, and determine the output parameters of the root nodes.
In one possible implementation, the determining, in each node, a root node of the petrophysical modeling process includes:
and determining a root node of the petrophysical modeling flow according to the parameter type of the input parameters of each node.
On the basis of the scheme, the method for determining the root node of the petrophysical modeling process according to the parameter types of the input parameters of each node comprises the following steps:
And if the parameter type of the input parameter of the node is a numerical parameter or a curve type parameter, determining the node as a root node.
It should be noted that, the root node does not depend on the output parameters of other nodes, and thus, the input parameters of the function matched by the root node do not include node type parameters. Meanwhile, whether the node is a root node or not can be judged through the input parameter type of the function matched with the node.
According to the scheme, the root nodes are determined according to the parameter types of the input parameters, so that the root nodes can be rapidly and accurately positioned, synchronous calculation of a plurality of root nodes is facilitated, the calculation accuracy of the rock physical modeling flow is further improved, and the calculation time is saved.
The input parameters of the root node may be obtained directly from the values entered by the user terminal or from the log. And after the function analysis is completed through the modeling tool, specific realization of the function is called, and the function calculation is completed. After the calculation of the root node is completed, the modeling tool can calculate the functions matched by other nodes except the root node according to the output parameters of the root node and the connection relation among the nodes, and determine the output parameters of the other nodes.
In one particular approach, the modeling tool may set a computation state identification for each node to flag whether the node has completed computation. Before petrophysical modeling flow operations are performed, the computational state of each node is identified as incomplete. After the computation of the root node is completed, the modeling tool may modify the computation state identification of the root node as complete. The input parameters are searched for as node type parameters in other nodes except the root node, the calculation state is identified as the completed node, the output parameters of the node with the calculation state identified as the completed node are known, the function matched with the associated node can be directly called by the node to complete the calculation, and the calculation state is modified as the completed node after the calculation of the node is completed.
The modeling tool can continuously search whether the calculation state identification of all the nodes is completed according to a preset period. And if the calculation state identification of all the nodes is completed, outputting the output parameters of all the nodes, and determining the calculation result of the petrophysical modeling flow in all the output parameters. If the computing state identification of at least one node is incomplete, computing the function matched by the incomplete node until the computing state identification of all nodes is complete.
The method and the device can realize the operation of the function matched by each node in the petrophysical modeling process, and are beneficial to improving the calculation efficiency of the petrophysical modeling process.
According to the technical scheme, a network structure of a petrophysical modeling flow is determined by responding to modeling flow construction operation of a user terminal; upon completion of the operation by responding to the build of the user terminal, a petrophysical modeling flow is generated from the mesh structure. The method solves the problem of poor construction flexibility of the petrophysical modeling flow, can improve the expandability of the modeling function while increasing the modeling flexibility, and is beneficial to users to realize custom modeling.
Example two
Fig. 2A is a flowchart of a method for constructing a petrophysical modeling process according to a second embodiment of the present invention, which is refined based on the foregoing embodiment. As shown in fig. 2A, the method includes:
S210, responding to node creation operation of the user terminal, determining a function matched with the node in a preset function set, and determining node information according to the function matched with the node.
In this scenario, the modeling flow construction operation may include a node creation operation, a flow creation operation, a node grouping creation operation, a label creation operation, and the like. The node creation operation and the flow creation operation may be performed sequentially. The modeling tool may include a pre-established set of functions including library functions and custom functions. The function set can be updated periodically or aperiodically, and a user can add an autonomously developed function into the function set through a user terminal. If the modeling tool detects the node creation operation of the user terminal, the node information can be determined according to the function in the function set according to the matching relation between the node and the function. The node creation operation may be that the node drags to the target working area, or that the target node is added in the working area. The node information may include function names, function types, information related to parameters, and parameter types.
S220, responding to the flow creation operation of the user terminal, determining the connection relation of each node, and determining connection relation information according to the connection relation.
After determining the node information, the modeling tool may determine connection relationship information according to the connection relationship between the nodes in response to a flow creation operation of the user terminal. The flow creation operation may be to connect nodes by a straight line with an arrow, which may point to the calling node. The connection relation information can comprise information such as called nodes, calling parameters and the like.
S230, determining a network structure of the petrophysical modeling flow according to the node information and the connection relation information.
According to the node information and the connection relation information, the modeling tool can obtain a network relation formed by functions in the petrophysical modeling flow, namely a network structure.
S240, responding to the construction completion operation of the user terminal, and determining a petrophysical modeling flow according to the network structure.
In a preferred embodiment, the mesh structure further includes node grouping information, description tag information, and layout information;
after determining the mesh structure of the petrophysical modeling procedure, the method further comprises:
And responding to the save operation of the user terminal, and generating an extensible markup file according to the network structure.
It is readily appreciated that the mesh structure of the petrophysical modeling process may include more rich information, such as node grouping information, description tag information, and layout information, to increase the readability of the modeling process. The node grouping information can be designed for improving intuitiveness of a petrophysical modeling flow, and has no calculation function. The modeling tool may divide nodes of the same usage scenario into the same group, or may divide nodes of the same function type into the same group. The explanatory labels are explanatory contents of nodes, groups and connection relations, so as to facilitate the understanding of the construction theory of the petrophysical modeling flow by a user. The layout information may include layout information of icons such as nodes, groups, connection relations, and labels, for example, shapes, colors, positions, and the like.
In one possible solution, the modeling tool may also provide layout functions of icons such as nodes, groups, labels, etc., for example, left-justification, right-justification, horizontal distribution, vertical distribution, etc., which is beneficial to presenting a logically clear petrophysical modeling flow.
The modeling tool may generate an extensible markup file, such as an XML file, according to a build process of the mesh structure in response to a save operation of the user terminal. With the extensible markup file, the modeling tool may record the modeling flow of the petrophysical modeling flow, for example, record information about the size, location, fill color, and contour color of each node. Meanwhile, the extensible mark file can also record grouping information, function names, related parameters, parameter types and other information of each node, so that the transplanting of the petrophysical modeling flow is facilitated. The modeling tool can also save, update, parse and other operations on the extensible markup file.
Fig. 2B is a diagram of a mesh structure of a petrophysical modeling process according to a second embodiment of the present invention. In the example shown in FIG. 2B, each node in the petrophysical modeling flow may be matched with one or more functions to achieve a particular function. Each node may have one or more node type parameters as input parameters. For example, a node such as a node B or a node B has only one node type parameter as an input parameter, and a node such as a node H or a node M has a plurality of node type parameters as input parameters. The modeling tool may label nodes, such as label 1, connections, such as label 2, and packets, such as label 3.
According to the technical scheme, a network structure of a petrophysical modeling flow is determined by responding to modeling flow construction operation of a user terminal; upon completion of the operation by responding to the build of the user terminal, a petrophysical modeling flow is generated from the mesh structure. The method solves the problem of poor construction flexibility of the petrophysical modeling flow, can improve the expandability of the modeling function while increasing the modeling flexibility, and is beneficial to users to realize custom modeling.
Example III
Fig. 3 is a schematic structural diagram of a construction device for a petrophysical modeling process according to a third embodiment of the present invention. As shown in fig. 3, the apparatus includes:
A mesh structure determination module 310 for determining a mesh structure of the petrophysical modeling procedure in response to a modeling procedure construction operation of the user terminal; wherein the mesh structure includes node information and connection relationship information;
The modeling flow determining module 320 is configured to determine a petrophysical modeling flow according to the mesh structure in response to the completion of the construction operation of the user terminal.
In this aspect, optionally, the mesh structure determining module 310 includes:
the node information determining unit is used for responding to the node creating operation of the user terminal, determining a function matched with the node in a preset function set and determining node information according to the function matched with the node;
The connection relation information determining unit is used for determining the connection relation of each node in response to the flow creation operation of the user terminal and determining connection relation information according to the connection relation;
And the network structure determining unit is used for determining the network structure of the petrophysical modeling flow according to the node information and the connection relation information.
In one possible implementation, the node information includes a function name, a function type, a related parameter, and a parameter type; the function types comprise library functions and custom functions; the parameter types include a numeric type parameter, a curvilinear type parameter, and a node type parameter.
On the basis of the above scheme, optionally, the device further comprises:
The input parameter acquisition module is used for determining root nodes of the petrophysical modeling flow in each node and acquiring input parameters of each root node;
the first output parameter determining module is used for calculating the matched functions of the root nodes according to the input parameters and determining the output parameters of the root nodes;
And the second output parameter determining module is used for calculating the matched functions of all nodes except the root nodes according to the output parameters of the root nodes and the connection relation among the nodes and determining the output parameters of all the other nodes.
In this scheme, optionally, the input parameter obtaining module includes:
and the root node determining unit is used for determining the root node of the petrophysical modeling flow according to the parameter type of the input parameters of each node.
Based on the above scheme, the root node determining unit is specifically configured to:
And if the parameter type of the input parameter of the node is a numerical parameter or a curve type parameter, determining the node as a root node.
In a preferred embodiment, the mesh structure further includes node grouping information, description tag information, and layout information;
The apparatus further comprises:
and the file generation module is used for responding to the save operation of the user terminal and generating an extensible markup file according to the network structure.
The construction device of the petrophysical modeling flow provided by the embodiment of the invention can execute the construction method of the petrophysical modeling flow provided by any embodiment of the invention, and has the corresponding functional modules and beneficial effects of the execution method.
Example IV
Fig. 4 shows a schematic diagram of an electronic device 410 that may be used to implement an embodiment of the invention. Electronic devices are intended to represent various forms of digital computers, such as laptops, desktops, workstations, personal digital assistants, servers, blade servers, mainframes, and other appropriate computers. Electronic equipment may also represent various forms of mobile devices, such as personal digital processing, cellular telephones, smartphones, wearable devices (e.g., helmets, glasses, watches, etc.), and other similar computing devices. The components shown herein, their connections and relationships, and their functions, are meant to be exemplary only, and are not meant to limit implementations of the inventions described and/or claimed herein.
As shown in fig. 4, the electronic device 410 includes at least one processor 411, and a memory, such as a Read Only Memory (ROM) 412, a Random Access Memory (RAM) 413, etc., communicatively connected to the at least one processor 411, wherein the memory stores computer programs executable by the at least one processor, and the processor 411 may perform various suitable actions and processes according to the computer programs stored in the Read Only Memory (ROM) 412 or the computer programs loaded from the storage unit 418 into the Random Access Memory (RAM) 413. In the RAM 413, various programs and data required for the operation of the electronic device 410 may also be stored. The processor 411, the ROM 412, and the RAM 413 are connected to each other through a bus 414. An input/output (I/O) interface 415 is also connected to bus 414.
Various components in the electronic device 410 are connected to the I/O interface 415, including: an input unit 416 such as a keyboard, a mouse, etc.; an output unit 417 such as various types of displays, speakers, and the like; a storage unit 418, such as a magnetic disk, optical disk, or the like; and a communication unit 419 such as a network card, modem, wireless communication transceiver, etc. The communication unit 419 allows the electronic device 410 to exchange information/data with other devices through a computer network such as the internet and/or various telecommunication networks.
The processor 411 may be a variety of general and/or special purpose processing components having processing and computing capabilities. Some examples of processor 411 include, but are not limited to, a Central Processing Unit (CPU), a Graphics Processing Unit (GPU), various specialized Artificial Intelligence (AI) computing chips, various processors running machine learning modeling flow algorithms, digital Signal Processors (DSPs), and any suitable processor, controller, microcontroller, etc. The processor 411 performs the various methods and processes described above, such as the construction method of the petrophysical modeling procedure.
In some embodiments, the method of construction of the petrophysical modeling procedure may be implemented as a computer program tangibly embodied on a computer-readable storage medium, such as the storage unit 418. In some embodiments, some or all of the computer program may be loaded and/or installed onto the electronic device 410 via the ROM 412 and/or the communication unit 419. When the computer program is loaded into RAM 413 and executed by processor 411, one or more steps of the method of construction of a petrophysical modeling procedure described above may be performed. Alternatively, in other embodiments, the processor 411 may be configured by any other suitable means (e.g., by means of firmware) to perform the method of construction of the petrophysical modeling procedure.
Various implementations of the systems and techniques described here above may be implemented in digital electronic circuitry, integrated circuit systems, field Programmable Gate Arrays (FPGAs), application Specific Integrated Circuits (ASICs), application Specific Standard Products (ASSPs), systems On Chip (SOCs), load programmable logic devices (CPLDs), computer hardware, firmware, software, and/or combinations thereof. These various embodiments may include: implemented in one or more computer programs, the one or more computer programs may be executed and/or interpreted on a programmable system including at least one programmable processor, which may be a special purpose or general-purpose programmable processor, that may receive data and instructions from, and transmit data and instructions to, a storage system, at least one input device, and at least one output device.
A computer program for carrying out 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, special purpose computer, or other programmable data processing apparatus, such that the computer programs, when executed by the processor, cause the functions/acts specified in the flowchart and/or block diagram block or blocks to be implemented. The computer program may execute entirely on the machine, partly on the machine, as a stand-alone software package, partly on the machine and partly on a remote machine or entirely on the remote machine or server.
In the context of the present invention, a computer-readable storage medium may be a tangible medium that can contain, or store a computer program for use by or in connection with an instruction execution system, apparatus, or device. The computer readable storage medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. Alternatively, the computer readable storage medium may be a machine readable signal medium. More specific examples of a machine-readable storage medium would include an electrical connection based on one or more wires, a portable computer diskette, 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 disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
To provide for interaction with a user, the systems and techniques described here can 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 a user; and a keyboard and a pointing device (e.g., a mouse or a trackball) through which a user can provide input to the electronic device. Other kinds of devices may also be used to provide for interaction with a user; for example, 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, speech input, or tactile input.
The systems and techniques described here can be implemented in a computing system that includes a background component (e.g., as a data server), or that includes a middleware component (e.g., an application server), or that includes a front-end component (e.g., a user computer having a graphical user interface or a web browser through which a user can interact with an implementation of the systems and techniques described here), or any combination of such background, middleware, or front-end components. The components of the system can be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: local Area Networks (LANs), wide Area Networks (WANs), blockchain networks, and the internet.
The computing system may include clients and servers. The client and server are typically remote from each other and typically interact through a communication network. The relationship of client and server arises by virtue of computer programs running on the respective computers and having a client-server relationship to each other. The server can be a cloud server, also called a cloud computing server or a cloud host, and is a host product in a cloud computing service system, so that the defects of high management difficulty and weak service expansibility in the traditional physical hosts and VPS service are overcome.
It should be appreciated that various forms of the flows shown above may be used to reorder, add, or delete steps. For example, the steps described in the present invention may be performed in parallel, sequentially, or in a different order, so long as the desired results of the technical solution of the present invention are achieved, and the present invention is not limited herein.
The above embodiments do not limit the scope of the present invention. It will be apparent to those skilled in the art that various modifications, combinations, sub-combinations and alternatives are possible, depending on design requirements and other factors. Any modifications, equivalent substitutions and improvements made within the spirit and principles of the present invention should be included in the scope of the present invention.
Claims (10)
1. A method of constructing a petrophysical modeling process, the method comprising:
responding to modeling flow construction operation of a user terminal, and determining a network structure of a petrophysical modeling flow; wherein the mesh structure includes node information and connection relationship information;
And responding to the construction completion operation of the user terminal, and determining a petrophysical modeling flow according to the network structure.
2. The method of claim 1, wherein the determining the mesh structure of the petrophysical modeling procedure in response to the modeling procedure building operation of the user terminal comprises:
Responding to node creation operation of a user terminal, determining a function matched with the node in a preset function set, and determining node information according to the function matched with the node;
Responding to the flow creation operation of the user terminal, determining the connection relation of each node, and determining connection relation information according to the connection relation;
And determining the network structure of the petrophysical modeling flow according to the node information and the connection relation information.
3. The method of claim 1, wherein the node information includes a function name, a function type, a related parameter, and a parameter type; the function types comprise library functions and custom functions; the parameter types include a numeric type parameter, a curvilinear type parameter, and a node type parameter.
4. A method according to claim 3, wherein after determining the petrophysical modeling procedure, the method further comprises:
Determining a root node of a petrophysical modeling process in each node, and acquiring input parameters of each root node;
Calculating the matched functions of the root nodes according to the input parameters, and determining the output parameters of the root nodes;
according to the output parameters of the root nodes, according to the connection relation among the nodes, the functions matched by other nodes except the root nodes are calculated, and the output parameters of other nodes are determined.
5. The method of claim 4, wherein determining a root node of the petrophysical modeling flow among the nodes comprises:
and determining a root node of the petrophysical modeling flow according to the parameter type of the input parameters of each node.
6. The method of claim 5, wherein determining the root node of the petrophysical modeling process based on the parameter type of the input parameters of each node comprises:
And if the parameter type of the input parameter of the node is a numerical parameter or a curve type parameter, determining the node as a root node.
7. The method of claim 1, wherein the mesh structure further comprises node grouping information, description tag information, and layout information;
after determining the mesh structure of the petrophysical modeling procedure, the method further comprises:
And responding to the save operation of the user terminal, and generating an extensible markup file according to the network structure.
8. A device for constructing a petrophysical modeling process, the device comprising:
The network structure determining module is used for responding to modeling flow construction operation of the user terminal and determining a network structure of the petrophysical modeling flow; wherein the mesh structure includes node information and connection relationship information;
And the modeling flow determining module is used for determining the petrophysical modeling flow according to the network structure in response to the construction completion operation of the user terminal.
9. An electronic device, the electronic device comprising:
At least one processor; and
A memory communicatively coupled to the at least one processor; wherein,
The memory stores a computer program executable by the at least one processor to enable the at least one processor to perform the method of constructing a petrophysical modeling procedure of any one of claims 1-7.
10. A computer readable storage medium, characterized in that the computer readable storage medium stores computer instructions for causing a processor to execute a method of constructing a petrophysical modeling procedure according to any one of claims 1-7.
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| Application Number | Priority Date | Filing Date | Title |
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| CN202211448592.4A CN118057384A (en) | 2022-11-18 | 2022-11-18 | Method, device, equipment and medium for constructing petrophysical modeling flow |
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| CN202211448592.4A CN118057384A (en) | 2022-11-18 | 2022-11-18 | Method, device, equipment and medium for constructing petrophysical modeling flow |
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