CN111145346B - Projection method and device of oil reservoir attribute on section - Google Patents

Projection method and device of oil reservoir attribute on section Download PDF

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CN111145346B
CN111145346B CN201911104483.9A CN201911104483A CN111145346B CN 111145346 B CN111145346 B CN 111145346B CN 201911104483 A CN201911104483 A CN 201911104483A CN 111145346 B CN111145346 B CN 111145346B
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target area
attribute
information
fault
data
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CN111145346A (en
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景紫岩
方乐华
石兰亭
陈广坡
张亚军
苏玉平
李国斌
詹益旺
周超
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Petrochina Co Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T17/00Three dimensional [3D] modelling, e.g. data description of 3D objects
    • G06T17/05Geographic models
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0639Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/02Agriculture; Fishing; Mining
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02ATECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
    • Y02A10/00TECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE at coastal zones; at river basins
    • Y02A10/40Controlling or monitoring, e.g. of flood or hurricane; Forecasting, e.g. risk assessment or mapping

Abstract

The embodiment of the application provides a method and a device for projecting oil reservoir attributes on a section, wherein the method comprises the following steps: determining a layer fault line model of a target area according to the layer information, fault information and logging data of the heterogeneous rock stratum of the target area; performing attribute modeling on the target area based on the logging data and the horizon information of the target area, and determining a corresponding target attribute data body; and applying the horizon information and the fault information of the target area, and projecting the target attribute information corresponding to the target attribute data body onto the layer fault line model under the horizon constraint. The accuracy of evaluating the influences of faults on the oil reservoirs can be effectively improved, the reliability of the evaluation results of the influences of the oil reservoirs can be effectively improved, and the oil and gas exploration production practice can be effectively guided.

Description

Projection method and device of oil reservoir attribute on section
Technical Field
The application relates to the technical field of petroleum geological exploration and development, in particular to a projection method and device of oil reservoir properties on a section.
Background
According to data statistics, in the exploration and production practice of the fault block oil and gas reservoirs, most of oil reservoirs are greatly influenced by faults, and the faults play an important role in connectivity, closure, trap amplitude and form of sand bodies in the oil reservoirs, whether the reservoirs can be formed or not and the like.
The influence of faults on oil reservoirs tends to be multiple, and at present, the faults serve as an important structural form, and can serve as a channel for transporting oil and gas and also can serve as a barrier for blocking the flow of the oil and gas. At present, the research methods of the influences of faults on oil reservoirs mainly comprise qualitative and quantitative methods. Qualitative evaluation methods are mainly ALLan and Knipe (Allan, 1989; knipe,1992, 1993, 1997), which are often used to rapidly judge the juxtaposition of formations above and below a fault, where juxtaposition of reservoirs with non-permeable formations (with high contents of mudstones, such as shale and mudstone) may form a fault-side seal; the reservoir sandstones are juxtaposed with each other to form a leakage window, which is beneficial for oil and gas to pass through the fault. The quantitative evaluation methods are mainly mudstone smear potential (Clay Smear Potential, CSP), mudstone smear factor (Shale Smear Factor, SSF), fault mud ratio method (Shale Gouge Ratio, SGR), etc. wherein Bouvier et al (1989) proposes a mudstone smear potential CSP, the size of which increases with increasing mudstone layer thickness and increasing number of layers with high content of mudstone, but decreases with increasing vertical fault distance. Lindsay et al (1993) proposed a mudstone smear factor SSF, the size of which is proportional to the break distance and inversely proportional to the thickness and quantity of mudstones in the formation. The type evaluation method considers the influences of mudstone smearing and break distance change on fault sealing, and is a main method for researching the influences of faults at home and abroad on oil reservoirs at present.
However, the actual situation is more complex, and the current oil reservoir evaluation method basically cannot accurately reflect the heterogeneous change of the property in the oil reservoir from the angles of single well data and homogeneity, particularly the change near a fracture zone, has single evaluation parameters, does not consider the heterogeneity, has the problems of great deviation and one-sided performance of the evaluation result, and severely restricts the improvement of the fault on the evaluation accuracy of the oil reservoir and the reliability of the result.
Disclosure of Invention
Aiming at the problems in the prior art, the application provides the projection method and the device of the oil deposit attribute on the section, which can effectively improve the accuracy of evaluating the influence of faults on the oil deposit, effectively improve the reliability of the evaluation result of the influence of the oil deposit and further effectively guide the oil gas exploration production practice.
In order to solve the technical problems, the application provides the following technical scheme:
in a first aspect, the present application provides a method for projecting an oil reservoir attribute on a section, including:
determining a layer fault line model of a target area according to the layer information, fault information and logging data of the heterogeneous rock stratum of the target area;
performing attribute modeling on the target area based on the logging data and the horizon information of the target area, and determining a corresponding target attribute data body;
And applying the horizon information and the fault information of the target area, and projecting the target attribute information corresponding to the target attribute data body onto the layer fault line model under the horizon constraint.
Further, before determining the layer fault line model of the target area according to the layer information, fault information and logging data of the heterogeneous rock layer of the target area, the method further comprises:
determining the horizon information and fault information of the heterogeneous rock stratum in the target area according to post-stack seismic data and/or geological profile data of the pre-acquired target area;
logging data of the target area is obtained, wherein the logging data comprises at least one of sound wave curve data, clay content curve data, density curve data, gamma curve data and porosity curve data.
Further, the determining a layer fault line model of the target area according to the layer information, fault information and logging data of the heterogeneous rock layer of the target area includes:
establishing a geological model of the target area according to the pre-acquired horizon information, fault information and logging data of the target area;
and based on the fault information, applying the geological model to perform three-dimensional geological structure modeling aiming at the target area to obtain a layer fault line model of the target area.
Further, the establishing a geological model of the target area according to the pre-acquired horizon information, fault information and logging data of the target area includes:
obtaining fault and stratum characteristic elements of the target area according to the pre-acquired horizon information and fault information of the target area;
and carrying out uphole layering constraint processing on the target area based on logging data, faults and stratum characteristic elements of the target area to obtain a geological model of the target area.
Further, based on the fault information, the applying the geological model to perform three-dimensional geological structure modeling for the target area to obtain a layer fault line model of the target area includes:
determining fault characteristic data of the target area according to the post-stack seismic data of the target area;
taking the fault characteristic data, the logging data and the well point data of the target area as target constraint conditions, and applying the geological model to perform three-dimensional geological structure modeling to obtain a three-dimensional geological structure model corresponding to the target area;
and extracting a layer fault line from the three-dimensional geological structure model, and generating a corresponding layer fault line model.
Further, the modeling the attribute of the target area based on the logging data and the horizon information of the target area, and determining a corresponding target attribute data body, includes:
performing attribute modeling on the target area according to the logging data of the target area to obtain an attribute model of the target area;
and applying the horizon information to restrict the attribute model of the target area to obtain a target attribute data body corresponding to the attribute model.
Further, the applying the horizon information and the fault information of the target area, projecting the target attribute information corresponding to the target attribute data body onto the layer fault line model under the horizon constraint, includes:
target attribute information extracted from a target attribute data body according to the horizon information and the fault information of the target area;
and carrying out constraint by the horizon information, and projecting the target attribute information onto a section in the layer fault line model.
Further, the method further comprises the following steps:
determining geological attribute characteristics of all faults of the target area based on target attribute information projected in the layer fault line model;
And determining the oil reservoir connectivity of the target area according to the geological attribute characteristics of the fault and a preset oil reservoir connectivity lower limit value.
In a second aspect, the present application provides a device for projecting an oil reservoir attribute on a fracture surface, including:
the model building module is used for determining a layer fault line model of the target area according to the layer information, fault information and logging data of the heterogeneous rock stratum of the target area;
the attribute determining module is used for carrying out attribute modeling on the target area based on the logging data and the horizon information of the target area and determining a corresponding target attribute data body;
and the fault projection module is used for applying the horizon information and the fault information of the target area and projecting the target attribute information corresponding to the target attribute data body onto the layer fault line model under the horizon constraint.
Further, the method further comprises the following steps:
the horizon and fault information acquisition module is used for determining horizon information and fault information of the heterogeneous rock stratum in the target area according to post-stack seismic data and/or geological profile data of the pre-acquired target area;
the logging data acquisition module is used for acquiring logging data of the target area, which is measured in advance, wherein the logging data comprises at least one of sound wave curve data, clay content curve data, density curve data, gamma curve data and porosity curve data.
Further, the model building module includes:
the geological model construction unit is used for establishing a geological model of the target area according to the pre-acquired horizon information, fault information and logging data of the target area;
and the layer fault line model construction unit is used for carrying out three-dimensional geological structure modeling aiming at the target area by applying the geological model based on the fault information to obtain a layer fault line model of the target area.
Further, the geologic model construction unit is configured to perform the following:
obtaining fault and stratum characteristic elements of the target area according to the pre-acquired horizon information and fault information of the target area;
and carrying out uphole layering constraint processing on the target area based on logging data, faults and stratum characteristic elements of the target area to obtain a geological model of the target area.
Further, the slice fault line model building unit is configured to perform the following:
determining fault characteristic data of the target area according to the post-stack seismic data of the target area;
taking the fault characteristic data, the logging data and the well point data of the target area as target constraint conditions, and applying the geological model to perform three-dimensional geological structure modeling to obtain a three-dimensional geological structure model corresponding to the target area;
And extracting a layer fault line from the three-dimensional geological structure model, and generating a corresponding layer fault line model.
Further, the attribute determination module includes:
the attribute modeling unit is used for carrying out attribute modeling on the target area according to the logging data of the target area to obtain an attribute model of the target area;
and the target attribute determining unit is used for restraining the attribute model of the target area by applying the horizon information to obtain a target attribute data body corresponding to the attribute model.
Further, the fault projection module includes:
the attribute extraction unit is used for extracting target attribute information from a target attribute data body according to the horizon information and the fault information of the target area;
and the attribute projection unit is used for carrying out constraint by the horizon information and projecting the target attribute information onto a section in the layer fault line model.
Further, the method further comprises the following steps:
the geological attribute feature determining module is used for determining geological attribute features of all faults of the target area based on target attribute information projected in the layer fault line model;
and the oil reservoir connectivity determining module is used for determining the oil reservoir connectivity of the target area according to the geological attribute characteristics of each fault and a preset oil reservoir connectivity lower limit value.
In a third aspect, the present application provides an electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, the processor implementing the steps of the method for projecting reservoir properties on a profile when executing the program.
In a fourth aspect, the present application provides a computer readable storage medium having stored thereon a computer program which when executed by a processor performs the steps of a method of projection of reservoir properties onto a fracture.
According to the technical scheme, the method and the device for projecting the oil reservoir attribute on the section, provided by the application, determine a layer fault line model of a target area according to the layer information, fault information and logging data of the heterogeneous rock stratum of the target area; performing attribute modeling on the target area based on the logging data and the horizon information of the target area, and determining a corresponding target attribute data body; by applying the horizon information and fault information of the target area and projecting the target attribute information corresponding to the target attribute data body onto the layer fault line model under horizon constraint, the method can accurately reflect the heterogeneous change of the attributes in the oil reservoir, particularly the change near the fault zone, effectively improve the evaluation accuracy of the fault on the oil reservoir influence, effectively improve the reliability of the oil reservoir influence evaluation result, and further effectively guide the exploration and production practice of oil and gas. The application has important significance for improving the existing analysis method and improving the accuracy and the high efficiency of fault on oil reservoir influence analysis, can achieve good technical effect, greatly reduces the risk and the cost of exploration and development, guides exploration and development production practice and improves the oil field benefit.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings that are required in the embodiments or the description of the prior art will be briefly described, and it is obvious that the drawings in the following description are some embodiments of the present application, 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 for projecting an oil reservoir attribute on a section in an embodiment of the present application.
Fig. 2 is a schematic flow chart of step 010 and step 020 in a method for projecting an oil reservoir attribute on a section in an embodiment of the present application.
Fig. 3 is a flowchart illustrating a step 100 in a method for projecting an oil reservoir attribute on a fracture surface according to an embodiment of the present application.
Fig. 4 is a flowchart illustrating a step 110 in a method for projecting an oil reservoir attribute on a fracture surface according to an embodiment of the present application.
Fig. 5 is a flowchart illustrating a step 120 in a method for projecting an oil reservoir attribute on a fracture surface according to an embodiment of the present application.
Fig. 6 is a flowchart illustrating a step 200 in a method for projecting an oil reservoir attribute on a fracture surface according to an embodiment of the present application.
Fig. 7 is a flowchart illustrating a step 300 in a method for projecting an oil reservoir attribute on a fracture surface according to an embodiment of the present application.
Fig. 8 is a flow chart of a method for projection of reservoir properties on a fracture surface, including steps 400 and 500, in an embodiment of the present application.
FIG. 9 is a schematic logic flow diagram of a method for projection of reservoir properties on a fracture surface in an embodiment of the present application.
FIG. 10 is a schematic diagram of a projection system of reservoir properties in section in an embodiment of the present application.
FIG. 11 is a schematic flow chart of a method for projection of reservoir properties on a fracture surface for a plate bridge ban3-5 well in an application example of the present application.
Fig. 12 is a fault line model diagram of a structural modeling layer of a fault block of a plate 3 in an application example of the present application.
Fig. 13 is a schematic diagram of a permeability attribute data volume of a plate 3 segment in an application example of the present application.
FIG. 14 is a projection of the section permeability properties of a plate 3 segment in an example of application of the present application.
Fig. 15 is a schematic structural diagram of a projection device of an oil reservoir attribute on a section in an embodiment of the present application.
Fig. 16 is a schematic structural diagram of an electronic device according to an embodiment of the present application.
Detailed Description
For the purpose of making the objects, technical solutions and advantages of the embodiments of the present application more apparent, the technical solutions of the embodiments of the present application will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present application, and it is apparent that the described embodiments are some embodiments of the present application, but not all embodiments of the present application. All other embodiments, which can be made by those skilled in the art based on the embodiments of the application without making any inventive effort, are intended to be within the scope of the application.
Aiming at the problems that the existing oil reservoir evaluation method basically starts from single-well data and homogeneity, but cannot accurately reflect the heterogeneous change of the attribute in the oil reservoir, particularly the change near a fracture zone, has single evaluation parameters, does not consider the heterogeneity, has great deviation and one-sided performance in the evaluation result, and severely restricts the improvement of the evaluation accuracy and the reliability of the result of the influence of faults on the oil reservoir, the application provides a projection method of the oil reservoir attribute in the section, a projection device, electronic equipment and a computer readable storage medium of the oil reservoir attribute in the section for the oil reservoir evaluation, and a layer fault line model of a target area is determined according to the layer information, fault information and logging data of the heterogeneous rock layer of the target area; performing attribute modeling on the target area based on the logging data and the horizon information of the target area, and determining a corresponding target attribute data body; by applying the horizon information and the fault information of the target area and projecting the target attribute information corresponding to the target attribute data body onto the layer fault line model under horizon constraint, the problems that the existing evaluation parameters are single, heterogeneity is not considered, great deviation and one-sided performance exist in the evaluation result can be effectively solved, the heterogeneous change of the attributes in the oil reservoir can be accurately reflected, particularly the change near a fracture zone, the evaluation accuracy of faults on the oil reservoir can be effectively improved, the reliability of the evaluation result of the oil reservoir influence can be effectively improved, and the oil and gas exploration production practice can be effectively guided. The application has important significance for improving the existing analysis method and improving the accuracy and the high efficiency of fault on oil reservoir influence analysis, can achieve good technical effect, greatly reduces the risk and the cost of exploration and development, guides exploration and development production practice and improves the oil field benefit.
In view of the foregoing, an embodiment of the present application provides a device for projecting an oil reservoir attribute on a fracture surface, where the device for projecting an oil reservoir attribute on a fracture surface may be a server, and the server may be communicatively connected to at least one database and at least one oil reservoir field device (such as a logging device, an earthquake excitation point, a detector, and the like) located in a target area, and may also be communicatively connected to at least one client device. The projection device of the oil deposit attribute on the section can receive a projection instruction of the oil deposit attribute on the section sent by the client device on line, acquire relevant data for projection of the oil deposit attribute on the section from an oil deposit detection or corresponding database, and then determine a layer fault line model of a target area according to the layer information, fault information and logging data of the heterogeneous rock stratum of the target area in the relevant data; performing attribute modeling on the target area based on the logging data and the horizon information of the target area in the related data, and determining a corresponding target attribute data body; applying the horizon information and the fault information of the target area, projecting the target attribute information corresponding to the target attribute data body onto the layer fault line model under horizon constraint, and then, determining geological attribute characteristics of all faults of the target area on the basis of the target attribute information projected in the layer fault line model by the oil reservoir attribute on-section projection device; according to the geological attribute characteristics of each fault and a preset oil reservoir connectivity lower limit value, determining the oil reservoir connectivity of the target area, and sending the determination result of the oil reservoir connectivity to corresponding client equipment, so that technicians can determine the influence of the fault on the oil reservoir according to the determination result of the oil reservoir connectivity displayed in the client equipment, and the exploration, development and production practice are guided.
It is understood that the client device may include a smart phone, a tablet electronic device, a network set top box, a portable computer, a desktop computer, a Personal Digital Assistant (PDA), an in-vehicle device, a smart wearable device, etc. Wherein, intelligent wearing equipment can include intelligent glasses, intelligent wrist-watch, intelligent bracelet etc..
In practical applications, the portion of the projection of the reservoir attribute on the section may be performed on the server side as described above, or all operations may be performed in the client device. Specifically, the selection may be made according to the processing capability of the client device, and restrictions of the use scenario of the user. The application is not limited in this regard. If all operations are performed in the client device, the client device may further include a processor.
The client device may have a communication module (i.e. a communication unit) and may be connected to a remote server in a communication manner, so as to implement data transmission with the server. The server may include a server on the side of the task scheduling center, and in other implementations may include a server of an intermediate platform, such as a server of a third party server platform having a communication link with the task scheduling center server. The server may include a single computer device, a server cluster formed by a plurality of servers, or a server structure of a distributed device.
Any suitable network protocol may be used for communication between the server and the client device, including those not yet developed on the filing date of the present application. The network protocols may include, for example, TCP/IP protocol, UDP/IP protocol, HTTP protocol, HTTPS protocol, etc. Of course, the network protocol may also include, for example, RPC protocol (Remote Procedure Call Protocol ), REST protocol (Representational State Transfer, representational state transfer protocol), etc. used above the above-described protocol.
In order to effectively improve the accuracy of evaluating the influences of faults on oil reservoirs and effectively improve the reliability of evaluation results of the influences of the oil reservoirs, and further effectively guide the oil and gas exploration production practice, the application provides an embodiment of a projection method of oil reservoir attributes on a section, and referring to fig. 1, the projection method of the oil reservoir attributes on the section specifically comprises the following steps:
step 100: and determining a layer fault line model of the target area according to the layer information, fault information and logging data of the heterogeneous rock stratum of the target area.
It is understood that the horizon information refers to formation horizon information, and that a formation horizon refers to a particular location in a formation sequence. There are many kinds of stratum horizons, such as lithology horizons with special lithology characteristics, fossil horizons with special fossils, chronologic horizons with specific times, seismic horizons, electrical logging horizons, etc. Thus, the horizon of a formation may be a boundary of a formation unit, a marker layer belonging to a particular age, or the like.
Step 200: and carrying out attribute modeling on the target area based on the logging data and the horizon information of the target area, and determining a corresponding target attribute data body.
It can be understood that the attribute modeling is a process of modeling for the porosity, the argillaceous content and other attributes of the target area, and the GeoEast system software can be applied to perform three-dimensional attribute modeling.
Step 300: and applying the horizon information and the fault information of the target area, and projecting the target attribute information corresponding to the target attribute data body onto the layer fault line model under the horizon constraint.
It can be understood that the target attribute information includes permeability attribute, and may further include other attributes such as porosity, clay content, fault mud ratio SGR (Shale Gouge Ratio), etc., and may be analyzed by performing attribute modeling calculation projection according to different research purposes, so as to obtain a control effect of a specific fault on the oil reservoir.
In order to further improve the accuracy of the data base for acquiring the slice fault line model, in one embodiment of the method for projection of the reservoir attribute on the section according to the present application, referring to fig. 2, the reservoir attribute further specifically includes the following before step 100 of the method for projection of the section:
Step 010: and determining the horizon information and fault information of the heterogeneous rock stratum in the target area according to the pre-acquired post-stack seismic data and/or geological profile data of the target area.
Step 020: logging data of the target area is obtained, wherein the logging data comprises at least one of sound wave curve data, clay content curve data, density curve data, gamma curve data and porosity curve data.
In order to further improve accuracy and reliability of acquisition of a layer fault line model of a target area, in one embodiment of a method for projecting an oil reservoir attribute on a section according to the present application, referring to fig. 3, step 100 of the method for projecting an oil reservoir attribute on a section specifically includes the following:
step 110: and establishing a geological model of the target area according to the pre-acquired horizon information, fault information and logging data of the target area.
It will be appreciated that the geologic model may be a three-dimensional quantitative stochastic model, and in particular may be built by way of geologic modeling, wherein the geologic model is a three-dimensional grid. These grids are based on surface, fault and horizon. It determines the formation and geometry of the reservoir. Each node in the grid has a range of properties such as porosity, permeability, water saturation, and the like. The node scale of the geologic model established under different conditions can be greatly different. The creation of a geologic model can be subdivided into three steps: and (3) establishing a model frame, establishing a lithofacies model and establishing a lithological physical model.
Step 120: and based on the fault information, applying the geological model to perform three-dimensional geological structure modeling aiming at the target area to obtain a layer fault line model of the target area.
It is understood that the bedding fault line model shows a cross-connection relationship between a fault and a stratum, and the cross-connection relationship between the fault and the stratum can be embodied by a bedding fault line. In the embodiment of the application, the GeoEst system software can be adopted to carry out three-dimensional geologic structure modeling, wherein the GeoEst V1.0 system is a unified data platform, a unified display platform, a unified development platform and an integrated software system capable of dynamically carrying out collaborative work of seismic data processing and interpretation of system assembly, and can realize the application of a data model, data sharing, an integrated operation mode, three-dimensional visualization, an interactive application framework, seismic geologic modeling, a network operation environment and parallel processing, thereby being an integrated seismic data processing and interpretation system.
In order to further improve accuracy and reliability of obtaining a geological model of a target area, in an embodiment of the method for projecting an oil reservoir attribute on a section according to the present application, referring to fig. 4, step 110 of the method for projecting an oil reservoir attribute on a section specifically includes the following:
Step 111: and obtaining the fault and stratum characteristic elements of the target area according to the pre-acquired horizon information and fault information of the target area.
Step 112: and carrying out uphole layering constraint processing on the target area based on logging data, faults and stratum characteristic elements of the target area to obtain a geological model of the target area.
In order to further improve accuracy and reliability of acquisition of a layer fault line model of a target area, in an embodiment of the method for projecting an oil reservoir attribute on a section of the present application, referring to fig. 5, step 120 of the method for projecting an oil reservoir attribute on a section specifically includes the following:
step 121: and determining fault characteristic data of the target area according to the post-stack seismic data of the target area.
It is understood that the fault characteristic data includes fault property data, dip angle data and fault distance data.
Step 122: and taking the fault characteristic data, the logging data and the well point data of the target area as target constraint conditions, and applying the geological model to perform three-dimensional geological structure modeling to obtain a three-dimensional geological structure model corresponding to the target area.
Step 123: and extracting a layer fault line from the three-dimensional geological structure model, and generating a corresponding layer fault line model.
In order to further improve accuracy and reliability of attribute modeling of the target area, in an embodiment of the method for projecting an oil reservoir attribute on a section according to the present application, referring to fig. 6, step 200 of the method for projecting an oil reservoir attribute on a section specifically includes the following:
step 210: and carrying out attribute modeling on the target area according to the logging data of the target area to obtain an attribute model of the target area.
Step 220: and applying the horizon information to restrict the attribute model of the target area to obtain a target attribute data body corresponding to the attribute model.
In order to further improve accuracy and reliability of the projection of the attribute information of the target area, in an embodiment of the method for projecting the reservoir attribute on the cross section of the present application, referring to fig. 7, step 300 of the method for projecting the reservoir attribute on the cross section specifically includes the following:
step 310: and extracting target attribute information from the target attribute data body according to the horizon information and the fault information of the target area.
Step 320: and carrying out constraint by the horizon information, and projecting the target attribute information onto a section in the layer fault line model.
In order to further improve reliability of the evaluation result of the oil deposit influence, and further effectively guide the oil and gas exploration production practice, in one embodiment of the method for projecting the oil deposit attribute on the section, referring to fig. 8, the method for projecting the oil deposit attribute on the section further specifically includes the following steps after step 300 of the method for projecting the section:
step 400: and determining geological attribute characteristics of all faults of the target area based on the target attribute information projected in the layer fault line model.
Step 500: and determining the oil reservoir connectivity of the target area according to the geological attribute characteristics of the fault and a preset oil reservoir connectivity lower limit value.
Based on the above, the method for projecting the oil reservoir attribute on the section provided by the application establishes a geological model of the target area according to the horizon, fault information and logging data; carrying out construction modeling according to the fault characteristics of the target area to obtain the fault and stratum handover relation; carrying out attribute modeling according to logging, horizon and other information to obtain an attribute data body; projecting attribute information onto the section under the constraint of the horizon according to the horizon and the section characteristics; analyzing according to the distribution characteristics of the projected attribute values on the section, and judging the geological attribute characteristics such as porosity, permeability and the like of each part on the section; and (3) according to the geological features obtained by analysis on the section, carrying out oil reservoir analysis to judge the connectivity of the oil reservoir, and guiding the oil and gas exploration production practice. Based on the theory of the influence of faults on oil reservoirs, advanced technologies such as three-dimensional attribute section projection and the like are adopted, conditions such as sand attribute heterogeneity, horizon constraint and the like are comprehensively considered, a technical thought for describing attribute parameters near a fracture zone by using an attribute modeling method is provided, and an oil reservoir attribute section projection analysis determination method and device under the horizon constraint are established. The method has important significance for improving the existing analysis method and improving the accuracy and the high efficiency of fault analysis, can achieve good technical effects, greatly reduces the risk and the cost of exploration and development, guides the exploration and development production practice and improves the oilfield benefit, and the specific implementation flow is as follows:
Firstly, obtaining the horizon information, fault information and logging data of the heterogeneous rock stratum of the target area, wherein the horizon information, fault information and logging data specifically comprise the following contents:
s11: and determining the horizon information and fault information of the heterogeneous rock stratum in the target area according to the pre-acquired post-stack seismic data and/or geological profile data of the target area.
S12: logging data of the target area is obtained, wherein the logging data comprises at least one of sound wave curve data, clay content curve data, density curve data, gamma curve data and porosity curve data.
Secondly, establishing a geological model of the target area according to the pre-acquired horizon information, fault information and logging data of the target area, wherein the geological model comprises the following specific contents:
s21: and according to the pre-acquired horizon information and fault information of the target area, performing three-dimensional seismic data interpretation on the target area to obtain fault and stratum characteristic elements of the target area.
S22: and carrying out uphole layering constraint processing on the target area based on logging data, faults and stratum characteristic elements of the target area to obtain a geological model of the target area.
Thirdly, based on the fault information, applying the geological model to carry out three-dimensional geological structure modeling to obtain a layer fault line model of the target area, wherein the layer fault line model specifically comprises the following contents:
S31: and determining fault characteristic data of the target area according to the post-stack seismic data of the target area.
S32: and taking the fault characteristic parameters, the logging data and the well point data of the target area as target constraint conditions, and applying the geological model to perform three-dimensional geological structure modeling to obtain a three-dimensional geological structure model corresponding to the target area.
S33: and extracting a layer fault line from the three-dimensional geological structure model, and generating a corresponding layer fault line model.
And fourthly, carrying out attribute modeling on the target area based on the logging data and the horizon information of the target area, and determining a corresponding target attribute data body, wherein the method specifically comprises the following steps:
s41: and carrying out attribute modeling on the target area according to the logging data of the target area to obtain an attribute model of the target area.
S42: and applying the horizon information to restrict the attribute model of the target area to obtain a target attribute data body corresponding to the attribute model.
And fifthly, according to the horizon information and the fault information of the target area, projecting the target attribute information corresponding to the target attribute data body onto the layer fault line model under horizon constraint according to preset stratum constraint, wherein the method specifically comprises the following steps:
S51: extracting target attribute information in the target attribute data body according to the horizon information of the target area and the horizon and section spread characteristics in the fault information, wherein the target attribute information is attribute information near a fracture zone, namely, attribute information of an area in a preset range with the fracture zone as a center and a preset length as a radius.
S52: and carrying out constraint by the horizon information, and projecting the target attribute information onto a section in the layer fault line model.
And (six) determining geological attribute characteristics of all faults of the target area based on target attribute information projected in the layer fault line model.
And seventhly, determining the reservoir connectivity of the target area according to the geological attribute characteristics of the fault and a preset reservoir connectivity lower limit value, and guiding the oil and gas exploration production practice.
Specifically, the characteristics such as oil reservoir connectivity and the like can be judged by carrying out oil reservoir analysis according to the geological characteristics obtained by analysis on the section, so as to guide the oil and gas exploration production practice. The process for guiding the oil and gas exploration production practice can analyze the oil and gas migration rule of the oil reservoir according to the connectivity obtained by judgment, guide the exploration production practice, reasonably avoid drilling risks and provide powerful basis for exploration deployment.
In order to further explain the scheme of the present application, the present application further provides a specific application example of a method for projecting an oil reservoir attribute on a section, referring to fig. 9, where the method for projecting an oil reservoir attribute on a section specifically includes the following contents:
s101, establishing a geological model of the target area according to the horizon, fault information and logging data.
The horizon, fault information and logging data include: horizon, fault information refers to horizon and fault data that are interpreted from post-stack seismic data or from geologic profiles. The logging data includes acoustic curves, clay content curves, density curves and gamma curves, porosity curves, and the like.
S102, performing structural modeling according to fault characteristics of the target area, and obtaining a fault and stratum handover relation.
Performing structural modeling according to the fault characteristics of the target area to obtain the fault and stratum handover relation, wherein the method comprises the following steps: and according to post-stack seismic data of the research area of the target fault, explaining and determining the property, the dip angle and the breaking distance of the fault. And carrying out construction modeling according to the fault characteristics and the data of the target area, analyzing the spreading rule of the stratum, and obtaining the cross connection relationship between the fault and the stratum.
And S103, performing attribute modeling according to logging, horizon and other information to obtain an attribute data body.
Performing attribute modeling according to logging, horizon and other information to obtain an attribute data body, wherein the method comprises the following steps: modeling the properties such as porosity, clay content and the like according to logging data; and constraining according to the horizon information to obtain an attribute data body of the model.
S104, according to the horizon and the section characteristics, the attribute information is projected onto the section under the horizon constraint.
According to the horizon and the section characteristics, under the horizon constraint, the attribute information is projected onto the section, and the method comprises the following steps: extracting attributes near the fracture zone according to the horizon and the section spread characteristics; and carrying out constraint according to the horizon information, projecting the attribute information onto the section, and analyzing the rule.
S105, analyzing according to the distribution characteristics of the projected attribute values on the section, and judging the geological attribute characteristics such as porosity, permeability and the like of each part on the section.
S106, carrying out oil reservoir analysis to judge characteristics such as oil reservoir connectivity and the like according to geological characteristics obtained through analysis on the section, and guiding oil and gas exploration production practice.
The method for guiding the oil and gas exploration production practice according to the geological features obtained by analysis on the section comprises the following steps: and judging the connectivity and the like according to the geological features and the attribute value distribution features obtained by analysis on the section and the lower limit values such as the oil reservoir connectivity and the like. According to the connectivity obtained through judgment, the oil and gas migration rule of the oil reservoir is analyzed, the exploration production practice is guided, the drilling risk is reasonably avoided, and a powerful basis is provided for exploration deployment.
The attribute of the section projection can be porosity, clay content, SGR and other attributes besides permeability, and the attribute modeling calculation projection can be performed according to different research purposes for analysis, so that the control effect of a specific fault on the oil reservoir is obtained.
In view of the foregoing, the present application further provides a projection system of oil reservoir properties on a section, referring to fig. 10, specifically including the following:
the first determining module 201 is configured to build a geological model of the target area according to the horizon, fault information and logging data.
Wherein the first determining module 201 includes:
a seismic data interpretation unit: the method comprises the steps of determining stratum and fault elements according to post-stack seismic interpretation;
logging data interpretation unit: the method is used for determining characteristic information such as the clay content, the permeability and the like of a target research area according to well logging data interpretation;
and the geological model building unit is used for building a transverse geological model perpendicular to the fault trend according to the obtained stratum, fault and other information.
The second determining module 202 is configured to perform structural modeling according to the fault characteristics of the target area, and obtain a fault and stratum handover relationship.
Wherein the second determining module 202 includes:
A construction modeling unit for building a three-dimensional construction model according to the obtained stratum and fault information;
and the section intersection relation acquisition unit is used for acquiring information such as intersection lines of faults and horizons on a model formed by structural modeling.
And the third determining module 203 is configured to perform attribute modeling according to the logging information, the horizon information, and the like, to obtain an attribute data body.
Wherein the third determining module 203 includes:
and the attribute modeling unit is used for carrying out attribute modeling according to the horizon, fault and logging data information to obtain an attribute data body.
A fourth determining module 204 is configured to project the attribute information onto the section under the constraint of the horizon according to the horizon and the section characteristics.
Wherein the fourth determining module 204 includes:
the horizon restraint unit is used for restraining the attribute data body by utilizing the horizon information;
and the attribute section projection unit is used for projecting the attribute information onto the section for analysis.
And a fifth determining module 205, configured to analyze according to the distribution characteristics of the projected attribute values on the section, and determine the geological attribute characteristics such as porosity and permeability of each place on the section.
Wherein the fifth determining module 205 includes:
and the attribute analysis unit is used for analyzing according to the attribute value distribution characteristics projected on the section and judging the geological attribute characteristics such as porosity, permeability and the like of each part on the section.
And a sixth determining module 206, configured to perform oil reservoir analysis to determine characteristics such as oil reservoir connectivity according to the geological features obtained by analysis on the section, and guide the production practice of oil and gas exploration.
Wherein the sixth determination module 206 includes:
the geological analysis unit is used for analyzing according to the attribute value distribution characteristics projected on the section and judging geological characteristics near the section;
the exploration production guiding unit is used for carrying out oil reservoir analysis and judging characteristics such as oil reservoir connectivity and the like according to geological characteristics obtained through analysis on the section, guiding oil and gas exploration production practice, reasonably avoiding drilling risks and providing powerful basis for exploration deployment.
From the above, the method and the system for projecting the oil reservoir attribute on the section provided by the application example of the application are based on the theory of fault on the oil reservoir influence, adopt advanced technologies such as three-dimensional attribute section projection and the like, comprehensively consider conditions such as the heterogeneity of sand attribute, horizon constraint and the like, provide a technical thought for describing attribute parameters near a fracture zone by using an attribute modeling method, evaluate the oil reservoir influence by applying a fault of a target layer to quantitatively analyze the oil reservoir accumulation condition, provide a powerful basis for the exploration and development of the block, effectively solve the problems that the existing evaluation parameters are single, the heterogeneity is not considered, the evaluation result has great deviation and one-sided property, accurately reflect the heterogeneous change of the attribute in the oil reservoir, particularly the change near the fracture zone, effectively improve the evaluation accuracy of the fault on the oil reservoir influence, effectively improve the reliability of the evaluation result of the oil reservoir influence, and further effectively guide the oil gas exploration production practice. The application has important significance for improving the existing analysis method and improving the accuracy and the high efficiency of fault on oil reservoir influence analysis, can achieve good technical effect, greatly reduces the risk and the cost of exploration and development, guides exploration and development production practice and improves the oil field benefit.
The method and the device for determining the oil reservoir attribute section projection analysis under the layer constraint provided by the invention are used for describing the application of the method and the device in the work area of the large harbor plate bridge.
The ban3-5 well is located in the ban submarine structure area of the big harbor oilfield and is broken by 3 blocks, is controlled by north-leaning positive faults, the designed well depth is 2630 meters, and fault attribute evaluation needs to be carried out on two layers of Nm (clear town) and Ng (librarian).
According to the existing research, the block has good hydrocarbon source rock and reservoir conditions, the control effect of faults on oil reservoirs is concentrated on the fault layer sealing performance, and whether the fault sealing performance can be used for reservoir formation is determined. The method and the device provided by the invention are used for evaluating the fault of the target layer to evaluate the oil reservoir influence so as to quantitatively analyze the reservoir forming condition, and provide a powerful basis for the exploration and development of the block.
Referring to fig. 11, the following description is made in connection with the main steps.
S31: and according to the post-stack seismic data and logging data of the block, performing three-dimensional seismic data interpretation to release all characteristic elements of faults and strata of the zone, and performing uphole layering constraint by combining the logging data to obtain a zone basic geological model.
S32: and comprehensively utilizing the seismic data, and modeling the structural layer under the multi-constraint condition of well point data and fault data. And extracting the layer fault line, and generating a layer fault line, wherein the layer fault line model diagram is specifically shown in a plate 3 fault block structure modeling layer fault line model diagram shown in fig. 12.
And S33, carrying out attribute modeling according to the information such as the ban3-5 well logging data, the horizons and the like to obtain a permeability attribute data body, wherein the permeability attribute data body is shown in the figure 13.
S34: and according to the fault block horizon and the fault surface characteristics of the plate 3, under the horizon constraint, the permeability attribute information obtained through the ban3-5 well logging data modeling is projected onto the fault surface according to the two layer constraints of the illumination town and the librarian. See in particular the section permeability attribute projection shown in fig. 14. According to the section display result, the permeability attribute is generally higher at the upper part of the liberal pottery group, and the value is more than 40 mD. The lower part has lower permeability due to high clay content, and the value is smaller and is about 15 mD.
S35: according to the analysis result, the whole object on the upper part of the liberal pottery group is considered to be better, the permeability at the section is better, the oil gas is easy to pass through, and the oil gas migration can be increased. The whole physical property at the lower part of the pottery group in the librarian is poor, the permeability is low, the oil gas with poor communication is not easy to pass, and the oil gas can be controlled by faults to be accumulated into a reservoir. Through drilling practice, an oil-gas reservoir is found at the lower part of the librarian group, exploration breakthrough is achieved, and it is verified that the lower part of the librarian group seals oil gas to form a broken block oil-gas reservoir due to fault influence, so that exploration production of the area is effectively guided.
The attribute of the section projection can be porosity, clay content, SGR and other attributes besides permeability, and the attribute modeling calculation projection can be performed according to different research purposes for analysis, so that the control effect of a specific fault on the oil reservoir is obtained.
From the above description, the method is practical, and the analysis and research of the influence of faults on the oil reservoir can be truly performed through the methods of structural modeling, attribute modeling and section projection. Meanwhile, because the application is based on the theory of fault on oil reservoir influence, advanced technologies such as three-dimensional attribute section projection and the like are adopted, conditions such as sand attribute heterogeneity, horizon constraint and the like are comprehensively considered, a technical thought for describing attribute parameters near a fracture zone by using an attribute modeling method is provided, and an oil reservoir attribute section projection analysis determination method and device under the horizon constraint are established. The method has important significance for improving the existing analysis method and improving the accuracy and the high efficiency of fault on oil reservoir influence analysis, can achieve good technical effects, greatly reduces the risk and the cost of exploration and development, guides exploration and development production practice, and improves the oil field benefits.
In order to effectively improve the accuracy of evaluating the influence of faults on oil reservoirs and effectively improve the reliability of the evaluation result of the influence of the oil reservoirs, and further effectively guide the production practice of oil and gas exploration, the application provides an embodiment of a projection device of oil reservoir attributes on a section, for realizing all or part of the content of the oil reservoir attributes in a projection method of the oil reservoir attributes on the section, referring to fig. 15, the projection device of the oil reservoir attributes on the section specifically comprises the following contents:
The model building module 10 is configured to determine a layer fault line model of the target area according to the layer information, fault information and logging data of the heterogeneous rock layer of the target area.
The attribute determining module 20 is configured to perform attribute modeling on the target area based on the logging data and the horizon information of the target area, and determine a corresponding target attribute data volume.
And the fault projection module 30 is configured to apply the horizon information and the fault information of the target area, and project the target attribute information corresponding to the target attribute data body onto the slice fault line model under the horizon constraint.
In order to further improve the accuracy of the data base for acquiring the layer fault line model, in one embodiment of the projection device of the oil reservoir attribute on the section, the projection device of the oil reservoir attribute on the section further specifically comprises the following contents:
the horizon and fault information acquisition module is used for determining horizon information and fault information of the heterogeneous rock stratum in the target area according to post-stack seismic data and/or geological profile data of the pre-acquired target area;
the logging data acquisition module is used for acquiring logging data of the target area, which is measured in advance, wherein the logging data comprises at least one of sound wave curve data, clay content curve data, density curve data, gamma curve data and porosity curve data.
In order to further improve accuracy and reliability of acquisition of a layer fault line model of a target area, in one embodiment of the projection device of an oil reservoir attribute on a section, the model building module 10 in the projection device of an oil reservoir attribute on a section specifically includes the following contents:
the geological model construction unit is used for establishing a geological model of the target area according to the pre-acquired horizon information, fault information and logging data of the target area;
and the layer fault line model construction unit is used for carrying out three-dimensional geological structure modeling aiming at the target area by applying the geological model based on the fault information to obtain a layer fault line model of the target area.
The geological model construction unit is used for executing the following contents:
obtaining fault and stratum characteristic elements of the target area according to the pre-acquired horizon information and fault information of the target area;
and carrying out uphole layering constraint processing on the target area based on logging data, faults and stratum characteristic elements of the target area to obtain a geological model of the target area.
The layer fault line model building unit is used for executing the following contents:
Determining fault characteristic data of the target area according to the post-stack seismic data of the target area;
taking the fault characteristic data, the logging data and the well point data of the target area as target constraint conditions, and applying the geological model to perform three-dimensional geological structure modeling to obtain a three-dimensional geological structure model corresponding to the target area;
and extracting a layer fault line from the three-dimensional geological structure model, and generating a corresponding layer fault line model.
In order to further improve accuracy and reliability of attribute modeling of the target area, in one embodiment of the projection apparatus of the present application for a reservoir attribute on a cross section, the attribute determining module 20 of the projection apparatus for a reservoir attribute on a cross section specifically includes the following:
the attribute modeling unit is used for carrying out attribute modeling on the target area according to the logging data of the target area to obtain an attribute model of the target area;
and the target attribute determining unit is used for restraining the attribute model of the target area by applying the horizon information to obtain a target attribute data body corresponding to the attribute model.
In order to further improve accuracy and reliability of the projection of the attribute information of the target area, in one embodiment of the projection device of the oil reservoir attribute on the section, the fault projection module 30 of the projection device of the oil reservoir attribute on the section specifically includes the following contents:
The attribute extraction unit is used for extracting target attribute information from a target attribute data body according to the horizon information and the fault information of the target area;
and the attribute projection unit is used for carrying out constraint by the horizon information and projecting the target attribute information onto a section in the layer fault line model.
In order to further improve the reliability of the evaluation result of the oil deposit influence and further effectively guide the oil and gas exploration production practice, in one embodiment of the projection device of the oil deposit attribute on the section, the projection device of the oil deposit attribute on the section further specifically comprises the following contents:
the geological attribute feature determining module is used for determining geological attribute features of all faults of the target area based on target attribute information projected in the layer fault line model;
and the oil reservoir connectivity determining module is used for determining the oil reservoir connectivity of the target area according to the geological attribute characteristics of each fault and a preset oil reservoir connectivity lower limit value.
In order to effectively improve the accuracy of fault to oil deposit influence evaluation and effectively improve the reliability of oil deposit influence evaluation results and further effectively guide oil and gas exploration production practice, the application provides an embodiment of electronic equipment for realizing all or part of contents of oil deposit attributes in a projection method of a section, wherein the electronic equipment specifically comprises the following contents:
A processor (processor), a memory (memory), a communication interface (Communications Interface), and a bus; the processor, the memory and the communication interface complete communication with each other through the bus; the communication interface is used for realizing information transmission between the projection device of the oil reservoir attribute on the section and related equipment such as a database, oil reservoir field equipment, a user terminal and the like; the electronic device may be a desktop computer, a tablet computer, a mobile terminal, etc., and the embodiment is not limited thereto. In this embodiment, the electronic device may refer to an embodiment of the method for projecting the reservoir attribute on the section in the embodiment, and an embodiment of the device for projecting the reservoir attribute on the section is implemented, and the content of the method is incorporated herein, and will not be repeated here.
Fig. 16 is a schematic block diagram of a system configuration of an electronic device 9600 according to an embodiment of the present application. As shown in fig. 16, the electronic device 9600 may include a central processor 9100 and a memory 9140; the memory 9140 is coupled to the central processor 9100. Notably, this fig. 16 is exemplary; other types of structures may also be used in addition to or in place of the structures to implement telecommunications functions or other functions.
In one embodiment, the profile projection of reservoir attributes may be integrated into the central processor 9100. The central processor 9100 may be configured to perform the following control:
step 100: and determining a layer fault line model of the target area according to the layer information, fault information and logging data of the heterogeneous rock stratum of the target area.
Step 200: and carrying out attribute modeling on the target area based on the logging data and the horizon information of the target area, and determining a corresponding target attribute data body.
Step 300: and applying the horizon information and the fault information of the target area, and projecting the target attribute information corresponding to the target attribute data body onto the layer fault line model under the horizon constraint.
From the above description, it can be known that the electronic device provided by the embodiment of the application can effectively solve the problems that the evaluation parameters are single, the heterogeneity is not considered, and the evaluation result has great deviation and one-sided property at present, can accurately reflect the heterogeneous change of the attribute in the oil reservoir, particularly the change near the fracture zone, can effectively improve the evaluation accuracy of the fault on the oil reservoir, and can effectively improve the reliability of the evaluation result of the oil reservoir influence, thereby effectively guiding the oil and gas exploration production practice. The application has important significance for improving the existing analysis method and improving the accuracy and the high efficiency of fault on oil reservoir influence analysis, can achieve good technical effect, greatly reduces the risk and the cost of exploration and development, guides exploration and development production practice and improves the oil field benefit.
In another embodiment, the projection device of the oil deposit attribute on the section may be configured separately from the central processing unit 9100, for example, the projection device of the oil deposit attribute on the section may be configured as a chip connected to the central processing unit 9100, and the projection function of the oil deposit attribute on the section is implemented by the control of the central processing unit.
As shown in fig. 16, the electronic device 9600 may further include: a communication module 9110, an input unit 9120, an audio processor 9130, a display 9160, and a power supply 9170. It is noted that the electronic device 9600 need not include all of the components shown in fig. 16; in addition, the electronic device 9600 may further include components not shown in fig. 16, and reference may be made to the related art.
As shown in fig. 16, the central processor 9100, sometimes also referred to as a controller or operational control, may include a microprocessor or other processor device and/or logic device, which central processor 9100 receives inputs and controls the operation of the various components of the electronic device 9600.
The memory 9140 may be, for example, one or more of a buffer, a flash memory, a hard drive, a removable media, a volatile memory, a non-volatile memory, or other suitable device. The information about failure may be stored, and a program for executing the information may be stored. And the central processor 9100 can execute the program stored in the memory 9140 to realize information storage or processing, and the like.
The input unit 9120 provides input to the central processor 9100. The input unit 9120 is, for example, a key or a touch input device. The power supply 9170 is used to provide power to the electronic device 9600. The display 9160 is used for displaying display objects such as images and characters. The display may be, for example, but not limited to, an LCD display.
The memory 9140 may be a solid state memory such as Read Only Memory (ROM), random Access Memory (RAM), SIM card, etc. But also a memory which holds information even when powered down, can be selectively erased and provided with further data, an example of which is sometimes referred to as EPROM or the like. The memory 9140 may also be some other type of device. The memory 9140 includes a buffer memory 9141 (sometimes referred to as a buffer). The memory 9140 may include an application/function storage portion 9142, the application/function storage portion 9142 storing application programs and function programs or a flow for executing operations of the electronic device 9600 by the central processor 9100.
The memory 9140 may also include a data store 9143, the data store 9143 for storing data, such as contacts, digital data, pictures, sounds, and/or any other data used by an electronic device. The driver storage portion 9144 of the memory 9140 may include various drivers of the electronic device for communication functions and/or for performing other functions of the electronic device (e.g., messaging applications, address book applications, etc.).
The communication module 9110 is a transmitter/receiver 9110 that transmits and receives signals via an antenna 9111. A communication module (transmitter/receiver) 9110 is coupled to the central processor 9100 to provide input signals and receive output signals, as in the case of conventional mobile communication terminals.
Based on different communication technologies, a plurality of communication modules 9110, such as a cellular network module, a bluetooth module, and/or a wireless local area network module, etc., may be provided in the same electronic device. The communication module (transmitter/receiver) 9110 is also coupled to a speaker 9131 and a microphone 9132 via an audio processor 9130 to provide audio output via the speaker 9131 and to receive audio input from the microphone 9132 to implement usual telecommunications functions. The audio processor 9130 can include any suitable buffers, decoders, amplifiers and so forth. In addition, the audio processor 9130 is also coupled to the central processor 9100 so that sound can be recorded locally through the microphone 9132 and sound stored locally can be played through the speaker 9131.
An embodiment of the present application further provides a computer readable storage medium capable of implementing all steps in the method for projecting an oil reservoir attribute on a fracture surface in the above embodiment, where the computer readable storage medium stores a computer program, and when the computer program is executed by a processor, the execution subject in the above embodiment implements all steps in the method for projecting an oil reservoir attribute on a fracture surface for a server or a client, for example, the processor implements the following steps when executing the computer program:
Step 100: and determining a layer fault line model of the target area according to the layer information, fault information and logging data of the heterogeneous rock stratum of the target area.
Step 200: and carrying out attribute modeling on the target area based on the logging data and the horizon information of the target area, and determining a corresponding target attribute data body.
Step 300: and applying the horizon information and the fault information of the target area, and projecting the target attribute information corresponding to the target attribute data body onto the layer fault line model under the horizon constraint.
As can be seen from the above description, the computer readable storage medium provided by the embodiment of the present application can effectively solve the problems that the evaluation parameters are single, the heterogeneity is not considered, and the evaluation result has great deviation and one-sidedness at present, can accurately reflect the heterogeneous change of the attribute in the oil reservoir, particularly the change near the fracture zone, can effectively improve the evaluation accuracy of the fault on the oil reservoir, and can effectively improve the reliability of the evaluation result of the oil reservoir influence, thereby effectively guiding the oil and gas exploration production practice. The application has important significance for improving the existing analysis method and improving the accuracy and the high efficiency of fault on oil reservoir influence analysis, can achieve good technical effect, greatly reduces the risk and the cost of exploration and development, guides exploration and development production practice and improves the oil field benefit.
It will be apparent to those skilled in the art that embodiments of the present invention may be provided as a method, apparatus, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (devices), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
The principles and embodiments of the present invention have been described in detail with reference to specific examples, which are provided to facilitate understanding of the method and core ideas of the present invention; meanwhile, as those skilled in the art will have variations in the specific embodiments and application scope in accordance with the ideas of the present invention, the present description should not be construed as limiting the present invention in view of the above.

Claims (12)

1. A method for projecting an attribute of an oil reservoir on a section, comprising:
determining a layer fault line model of a target area according to the layer information, fault information and logging data of the heterogeneous rock stratum of the target area;
performing attribute modeling on the target area based on the logging data and the horizon information of the target area, and determining a corresponding target attribute data body;
applying the horizon information and the fault information of the target area, and projecting the target attribute information corresponding to the target attribute data body onto the layer fault line model under horizon constraint;
the determining the layer fault line model of the target area according to the layer information, fault information and logging data of the heterogeneous rock stratum of the target area comprises the following steps:
establishing a geological model of the target area according to the pre-acquired horizon information, fault information and logging data of the target area;
based on the fault information, applying the geological model to perform three-dimensional geological structure modeling aiming at the target area to obtain a layer fault line model of the target area;
the establishing a geological model of the target area according to the pre-acquired horizon information, fault information and logging data of the target area comprises the following steps:
Obtaining fault and stratum characteristic elements of the target area according to the pre-acquired horizon information and fault information of the target area;
performing uphole layering constraint processing on the target area based on logging data, faults and stratum characteristic elements of the target area to obtain a geological model of the target area;
based on the fault information, applying the geological model to perform three-dimensional geological structure modeling for the target area to obtain a layer fault line model of the target area, wherein the method comprises the following steps:
determining fault characteristic data of the target area according to the post-stack seismic data of the target area;
taking the fault characteristic data, the logging data and the well point data of the target area as target constraint conditions, and applying the geological model to perform three-dimensional geological structure modeling to obtain a three-dimensional geological structure model corresponding to the target area;
and extracting a layer fault line from the three-dimensional geological structure model, and generating a corresponding layer fault line model.
2. The method of claim 1, further comprising, prior to determining a layer fault line model for the target region from the horizon information, fault information, and logging data for the heterogeneous rock formation for the target region:
Determining the horizon information and fault information of the heterogeneous rock stratum in the target area according to post-stack seismic data and/or geological profile data of the pre-acquired target area;
logging data of the target area is obtained, wherein the logging data comprises at least one of sound wave curve data, clay content curve data, density curve data, gamma curve data and porosity curve data.
3. The method of claim 1, wherein modeling the target region based on the log data and the horizon information of the target region and determining a corresponding target attribute data volume comprises:
performing attribute modeling on the target area according to the logging data of the target area to obtain an attribute model of the target area;
and applying the horizon information to restrict the attribute model of the target area to obtain a target attribute data body corresponding to the attribute model.
4. The method for projecting the reservoir attribute on the section according to claim 1, wherein applying the horizon information and the fault information of the target area to project the target attribute information corresponding to the target attribute data volume onto the layer fault line model under the horizon constraint includes:
Target attribute information extracted from a target attribute data body according to the horizon information and the fault information of the target area;
and carrying out constraint by the horizon information, and projecting the target attribute information onto a section in the layer fault line model.
5. The method of projection of reservoir properties onto a fracture surface according to any one of claims 1 to 4, further comprising:
determining geological attribute characteristics of all faults of the target area based on target attribute information projected in the layer fault line model;
and determining the oil reservoir connectivity of the target area according to the geological attribute characteristics of the fault and a preset oil reservoir connectivity lower limit value.
6. A device for projecting reservoir attributes on a fracture surface, comprising:
the model building module is used for determining a layer fault line model of the target area according to the layer information, fault information and logging data of the heterogeneous rock stratum of the target area;
the attribute determining module is used for carrying out attribute modeling on the target area based on the logging data and the horizon information of the target area and determining a corresponding target attribute data body;
the fault projection module is used for applying the horizon information and the fault information of the target area and projecting the target attribute information corresponding to the target attribute data body onto the layer fault line model under the horizon constraint;
The model building module comprises:
the geological model construction unit is used for establishing a geological model of the target area according to the pre-acquired horizon information, fault information and logging data of the target area;
the layer fault line model construction unit is used for carrying out three-dimensional geological structure modeling aiming at the target area by applying the geological model based on the fault information to obtain a layer fault line model of the target area;
the geologic model construction unit is used for executing the following contents:
obtaining fault and stratum characteristic elements of the target area according to the pre-acquired horizon information and fault information of the target area;
performing uphole layering constraint processing on the target area based on logging data, faults and stratum characteristic elements of the target area to obtain a geological model of the target area;
the layer fault line model building unit is used for executing the following contents:
determining fault characteristic data of the target area according to the post-stack seismic data of the target area;
taking the fault characteristic data, the logging data and the well point data of the target area as target constraint conditions, and applying the geological model to perform three-dimensional geological structure modeling to obtain a three-dimensional geological structure model corresponding to the target area;
And extracting a layer fault line from the three-dimensional geological structure model, and generating a corresponding layer fault line model.
7. The reservoir property in-profile projection device of claim 6, further comprising:
the horizon and fault information acquisition module is used for determining horizon information and fault information of the heterogeneous rock stratum in the target area according to post-stack seismic data and/or geological profile data of the pre-acquired target area;
the logging data acquisition module is used for acquiring logging data of the target area, which is measured in advance, wherein the logging data comprises at least one of sound wave curve data, clay content curve data, density curve data, gamma curve data and porosity curve data.
8. The reservoir property in-profile projection device of claim 6, wherein the property determination module comprises:
the attribute modeling unit is used for carrying out attribute modeling on the target area according to the logging data of the target area to obtain an attribute model of the target area;
and the target attribute determining unit is used for restraining the attribute model of the target area by applying the horizon information to obtain a target attribute data body corresponding to the attribute model.
9. The reservoir property in-profile projection apparatus of claim 6, wherein the fault projection module comprises:
the attribute extraction unit is used for extracting target attribute information from a target attribute data body according to the horizon information and the fault information of the target area;
and the attribute projection unit is used for carrying out constraint by the horizon information and projecting the target attribute information onto a section in the layer fault line model.
10. The reservoir property in-profile projection apparatus of any one of claims 6-9, further comprising:
the geological attribute feature determining module is used for determining geological attribute features of all faults of the target area based on target attribute information projected in the layer fault line model;
and the oil reservoir connectivity determining module is used for determining the oil reservoir connectivity of the target area according to the geological attribute characteristics of each fault and a preset oil reservoir connectivity lower limit value.
11. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor performs the steps of the method of projection of reservoir properties on a profile of any one of claims 1 to 5 when the program is executed.
12. A computer readable storage medium having stored thereon a computer program, which when executed by a processor, implements the steps of the method for projection of reservoir properties on a fracture according to any of claims 1 to 5.
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Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103245971A (en) * 2013-04-25 2013-08-14 中国石油天然气股份有限公司 Well breaking point guided earthquake minor fault interpretation method and device
CN103941288A (en) * 2014-04-16 2014-07-23 中国海洋石油总公司 Three-dimensional target geologic body interpretation method based on horizontal navigation
CN108680951A (en) * 2018-03-22 2018-10-19 中国地质大学(北京) A method of judging that Enriching Coalbed Methane depositional control acts on based on earthquake information
CN109557580A (en) * 2017-09-27 2019-04-02 中国石油化工股份有限公司 A kind of seismic interpretation method of tomography

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20160349389A1 (en) * 2015-05-29 2016-12-01 Cgg Services Sa Method for developing a geomechanical model based on seismic data, well logs and sem analysis of horizontal and vertical drill cuttings

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103245971A (en) * 2013-04-25 2013-08-14 中国石油天然气股份有限公司 Well breaking point guided earthquake minor fault interpretation method and device
CN103941288A (en) * 2014-04-16 2014-07-23 中国海洋石油总公司 Three-dimensional target geologic body interpretation method based on horizontal navigation
CN109557580A (en) * 2017-09-27 2019-04-02 中国石油化工股份有限公司 A kind of seismic interpretation method of tomography
CN108680951A (en) * 2018-03-22 2018-10-19 中国地质大学(北京) A method of judging that Enriching Coalbed Methane depositional control acts on based on earthquake information

Non-Patent Citations (3)

* Cited by examiner, † Cited by third party
Title
小断层识别技术研究及应用;王彦君 等;勘探地球物理进展;第30卷(第02期);第135-139页 *
断层封闭性研究方法;任森林;刘琳;徐雷;;岩性油气藏;第23卷(第05期);第101-126页 *
珠江口盆地恩平凹陷断层封闭性评价;许新明;姜建;陈胜红;刘丽华;刘贤来;;现代地质;第30卷(第01期);第122-129页 *

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