Temperature field simulation method and device, electronic equipment and storage medium
By acquiring geological data and rock thermal property parameters, a geological model was established and the temperature field was simulated, solving the problem of the inability to standardize simulation in existing technologies. This achieved high-precision and highly adaptable temperature field simulation, supporting the rational development of geothermal resources.
Patent Information
- Application Number
- CN202511473332.6
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-10-15
- Publication Date
- 2026-01-23
AI Technical Summary
Existing technologies cannot achieve standardized temperature field simulation, resulting in poor reproducibility of simulation results.
By acquiring geological data of the target area, identifying typical profiles, establishing geological models, and simulating temperature fields based on rock thermal properties, a standardized temperature field simulation process is provided.
Standardized temperature field simulation has been achieved, improving the spatial resolution, adaptability, and simulation capabilities of the simulation, and providing a reliable theoretical basis for the development and utilization of geothermal resources.
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Figure CN121389451A_ABST
Abstract
Description
TECHNICAL FIELD
[0001] Embodiments of the present application relate to the technical field of geological exploration, and in particular to a temperature field simulation method and device, electronic equipment and storage medium. BACKGROUND
[0002] Geothermal energy is a clean and renewable energy, which is closely related to the regional temperature field. The simulation of the temperature field is crucial for the development of geothermal energy exploitation.
[0003] However, the temperature field simulation cannot be standardized at present, and needs to be solved urgently. SUMMARY
[0004] Embodiments of the present application provide a temperature field simulation method, device, electronic equipment and storage medium to realize standardized temperature field simulation.
[0005] According to an aspect of the present application, a temperature field simulation method can include:
[0006] Obtaining geological data of a target area, and determining a typical profile of the target area according to the geological data;
[0007] Establishing a geological model of the target area according to the typical profile, and determining rock thermal physical parameters corresponding to at least one stratum in the geological model respectively;
[0008] Simulating a temperature field of the target area according to the geological model and the rock thermal physical parameters corresponding to the at least one stratum respectively.
[0009] According to another aspect of the present application, a temperature field simulation device can include:
[0010] A typical profile determination module configured to obtain geological data of a target area, and determine a typical profile of the target area according to the geological data;
[0011] A rock thermal physical parameter determination module configured to establish a geological model of the target area according to the typical profile, and determine rock thermal physical parameters corresponding to at least one stratum in the geological model respectively;
[0012] A temperature field simulation module configured to simulate a temperature field of the target area according to the geological model and the rock thermal physical parameters corresponding to the at least one stratum respectively.
[0013] According to another aspect of the present application, an electronic equipment can include:
[0014] At least one processor; and
[0015] A memory in communication connection with the at least one processor; wherein
[0016] The memory stores a computer program executable by the at least one processor, and the computer program is executed by the at least one processor to enable the at least one processor to implement the temperature field simulation method provided by any of the embodiments of the present application when executed.
[0017] According to another aspect of the present application, a computer readable storage medium is provided, which stores computer instructions for enabling a processor to implement the temperature field simulation method provided by any of the embodiments of the present application when executed.
[0018] The technical solution of the embodiments of the present application obtains geological data of a target area, and determines a typical profile of the target area according to the geological data, to provide a geological basis for the establishment of an address model through the typical profile; establishes a geological model of the target area according to the typical profile, and determines rock thermal physical property parameters corresponding to at least one stratum in the geological model, to provide a temperature basis for the simulation of a temperature field through the rock thermal physical property parameters corresponding to the at least one stratum; and simulates the temperature field of the target area according to the geological model and the rock thermal physical property parameters corresponding to the at least one stratum, to realize the simulation of the temperature field. The above technical solution simulates the temperature field through the obtained geological data and the determined rock thermal physical property parameters corresponding to the at least one stratum, provides a standardized temperature field simulation process, and thus realizes the standardized simulation of the temperature field.
[0019] It should be understood that the description in this section is not intended to identify key or essential features of embodiments of the present application, nor is it intended to limit the scope of the present application. Other features of the present application will become apparent from the following description. BRIEF DESCRIPTION OF DRAWINGS
[0020] In order to more clearly illustrate the technical solutions in the embodiments of the present application, the following will briefly introduce the drawings needed in the embodiment description. Obviously, the drawings in the following description are only some of the embodiments of the present application, and other drawings can be obtained by those skilled in the art without creative effort based on these drawings.
[0021] Figure 1 is a flowchart of a temperature field simulation method according to an embodiment of the present application;
[0022] Figure 2 is a schematic diagram of a typical profile in a temperature field simulation method according to an embodiment of the present application;
[0023] Figure 3 is a flowchart of another temperature field simulation method according to an embodiment of the present application;
[0024] Figure 4is a schematic diagram of the first temperature field simulation result and the second temperature field simulation result in another temperature field simulation method according to an embodiment of the present application;
[0025] Figure 5 is a schematic diagram of the temperature field simulation result in another temperature field simulation method according to an embodiment of the present application;
[0026] Figure 6 is a structural block diagram of a temperature field simulation device according to an embodiment of the present application;
[0027] Figure 7 is a structural schematic diagram of an electronic device implementing the temperature field simulation method according to an embodiment of the present application. DETAILED DESCRIPTION
[0028] In order to make the personnel in the technical field better understand the present application, the technical solutions in the embodiments of the present application will be described clearly and completely below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only a part of the embodiments of the present application, but not all the embodiments. Based on the embodiments in the present application, all other embodiments obtained by those skilled in the art without creative labor should belong to the scope of protection of the present application.
[0029] It should be noted that the terms "first", "second", and the like in the specification and claims of the present application and the above-mentioned drawings are used to distinguish similar objects, and do not necessarily have to describe a specific order or sequence. It should be understood that the data thus used can be interchanged under appropriate circumstances, so that the embodiments of the present application described herein can be implemented in an order other than those illustrated or described herein. The case of "target", "original" and the like is similar, which will not be described here. In addition, the terms "include" and "have" and any variations thereof are intended to cover non-exclusive inclusion, for example, a process, method, system, product or device including a series of steps or units does not have to be limited to those steps or units clearly listed, but can include other steps or units not clearly listed or inherent to these processes, methods, products or devices.
[0030] Before introducing the embodiments of the present application, the current scheme adopted for temperature field simulation and the reason why it cannot be standardized to implement temperature field simulation will be described exemplarily, so as to better understand the reason why the scheme proposed by the embodiments of the present application can implement standardized temperature field simulation.
[0031] At present, the scheme for simulating the temperature field only includes a temperature field simulation scheme depending on geothermal well logging, geological survey or empirical formula calculation, but the above schemes lack a standardized system simulation process, which will lead to poor reproducibility of the simulated temperature field. At present, there is no standardized temperature field simulation process, so the temperature field simulation cannot be standardized at present.
[0032] In view of this, the embodiment of the present application provides a set of standardized temperature field simulation process by obtaining the geological data and determining the rock thermal physical parameters corresponding to at least one stratum, so as to realize the standardized temperature field simulation. Next, this will be described in detail.
[0033] Figure 1 is a flowchart of a temperature field simulation method provided in the embodiment of the present application. The embodiment is applicable to the case of temperature field simulation. The method can be executed by a temperature field simulation device provided by the embodiment of the present application, and the device can be realized by software and / or hardware. The device can be integrated on an electronic device, and the electronic device can be various user terminals or servers.
[0034] Referring to Figure 1 , the method of the embodiment of the present application specifically includes the following steps:
[0035] S110, obtaining geological data of a target area, and determining a typical profile of the target area according to the geological data.
[0036] The target area can be understood as an area whose temperature field is to be simulated; the target area can be a study area.
[0037] The geological data can be understood as geological data of the target area; the geological data can include at least one of measured geological profile raw data, stratum division and correlation data, petrology and lithofacies data, structural feature data, and a typical profile.
[0038] The typical profile can be understood as a representative profile of the stratum of the target area; referring to Figure 2 , the typical profile can include at least one of a fault, a secondary fault, a stratum boundary, a metamorphic basement, and at least one of Quaternary, Neogene, Paleogene, Cretaceous, Jurassic, Triassic, Permian-Carboniferous sedimentary rock, Ordovician and Cambrian carbonate rock, and Proterozoic and Archean basement.
[0039] In the embodiment of the present application, the geological data can be obtained, and the typical profile can be determined according to the geological data, for example, the typical profile can be selected from the geological data.
[0040] S120, establishing a geological model of the target region according to the typical profile, and determining at least one stratum in the geological model corresponding to a rock thermal physical parameter respectively.
[0041] The geological model can be understood as a model corresponding to the geology of the target region; the geological model can be a two-dimensional or three-dimensional geological model; the geological model may, for example, include Quaternary, Neogene, Paleogene, Cretaceous, Jurassic, Triassic, Permian-Carboniferous sedimentary rock, Ordovician and Cambrian carbonate rock, and Proterozoic and Archean basement.
[0042] The rock thermal physical parameter can be understood as a quantitative parameter describing the physical properties exhibited by the rock in the process of heat transfer, storage and conversion, which can be used to study the thermal behavior of the rock.
[0043] In the embodiments of the present application, the rock thermal physical parameter corresponding to at least one stratum in the geological model can be determined, for example, the lithology of the rock corresponding to each stratum can be analyzed to obtain the rock thermal physical parameter corresponding to the stratum.
[0044] Optionally, the rock thermal physical parameter includes at least one of rock thermal conductivity, rock heat generation rate and rock specific heat capacity.
[0045] The rock thermal conductivity can be understood as the thermal conductivity of the rock in the corresponding stratum.
[0046] The rock heat generation rate corresponds to the heat generation rate of the rock in the corresponding stratum.
[0047] The rock specific heat capacity corresponds to the specific heat capacity of the rock in the corresponding stratum.
[0048] In the embodiments of the present application, it is considered that at least one of the rock thermal conductivity, the rock heat generation rate and the rock specific heat capacity will affect the temperature field distribution, so that the rock thermal physical parameter can include at least one of the rock thermal conductivity, the rock heat generation rate and the rock specific heat capacity, thereby improving the simulation accuracy of the temperature field simulation.
[0049] S130, simulating the temperature field of the target region according to the geological model and the rock thermal physical parameter corresponding to at least one stratum respectively.
[0050] The temperature field can be understood as a physical quantity field describing the temperature distribution of the target region.
[0051] In the embodiments of the present application, the temperature field of the target region can be simulated according to the geological model and the rock thermal physical parameter corresponding to at least one stratum respectively, to obtain a temperature field simulation result. The temperature field simulation result can be understood as a result obtained by simulating the temperature field of the target region, and the temperature field simulation result can include a temperature field in the form of temperature contour distribution and / or a well temperature curve with depth change of a well located in the target region.
[0052] Compared with related schemes which are insufficient in spatial resolution, adaptability and simulation capability, the scheme of the embodiment of the present application can improve the spatial resolution, adaptability (applicable to temperature field simulation under different conditions) and simulation capability of the temperature field simulation, and has high engineering value, and can provide reliable theoretical basis for rational development and utilization of geothermal resources.
[0053] The scheme of the embodiment of the present application can be applied to geothermal resource distribution prediction, regional heat flow background cause analysis and geothermal energy development and utilization research and other fields.
[0054] The technical scheme of the embodiment of the present application obtains geological data of a target region, and determines a typical profile of the target region according to the geological data, to provide a geological basis for establishment of a site model through the typical profile; establishes a geological model of the target region according to the typical profile, and determines rock thermal physical property parameters corresponding to at least one stratum in the geological model, to provide a temperature basis for simulation of a temperature field through the rock thermal physical property parameters corresponding to the at least one stratum; and simulates the temperature field of the target region according to the geological model and the rock thermal physical property parameters corresponding to the at least one stratum, to realize simulation of the temperature field. The above technical scheme simulates the temperature field through the obtained geological data and the determined rock thermal physical property parameters corresponding to the at least one stratum, provides a standardized temperature field simulation process, and thus realizes standardized simulation of the temperature field.
[0055] An optional technical scheme, after simulating the temperature field of the target region according to the geological model and the rock thermal physical property parameters corresponding to the at least one stratum, the temperature field simulation method further includes: determining regional tectonic features of the target region; and establishing a geothermal genesis mode diagram of the target region according to the regional tectonic features and the obtained temperature field simulation result.
[0056] The regional tectonic features can be understood as features of regional tectonics (characterizing crustal deformation and tectonic movement traces) of the target region.
[0057] In the embodiment of the present application, the regional tectonic features can be determined, for example, the regional tectonic features can be determined according to the geological data.
[0058] The geothermal genesis mode diagram can be understood as a schematic diagram graphically summarizing at least one of a geothermal resource formation mechanism, a key control factor and an energy transfer process of the target region.
[0059] In the embodiment of the present application, the geothermal genesis pattern diagram is established by the regional tectonic characteristics and the temperature field simulation results. For example, the geothermal genesis pattern diagram can be established by the regional tectonic characteristics and the first temperature field simulation result and the second temperature field simulation result obtained from the temperature field simulation results.
[0060] In the embodiment of the present application, the geothermal resource aggregation genesis can be revealed by determining the geothermal genesis pattern diagram representing the geothermal resource aggregation genesis. For example, the geothermal genesis pattern diagram of the Yimeng uplift region (target region) can reveal that the high heat flow background genesis (geothermal resource aggregation genesis) of the Yimeng uplift region can be summarized as a composite pattern of deep basement heat generation, fault conduction and overlying low thermal conductivity layer heat aggregation. The determination of the geothermal genesis pattern diagram has high effectiveness and scientificity.
[0061] In another optional technical solution, the temperature field of the target region is simulated according to the geologic model and the rock thermal physical parameters of at least one stratum, and the simulation includes: performing adaptive grid division on the geologic model; and simulating the temperature field of the target region by multi-physical field simulation according to the rock thermal physical parameters of at least one stratum and the obtained grid division result.
[0062] The grid division result can be understood as a result of adaptive grid division on the geologic model.
[0063] In the embodiment of the present application, the adaptive grid division can be performed on the geologic model.
[0064] The multi-physical field simulation can be understood as a technical system for simulating the interaction and evolution process of a physical field (for example, a temperature field) in time and space by a numerical calculation method.
[0065] In the embodiment of the present application, the temperature field can be simulated by multi-physical field simulation according to the rock thermal physical parameters of at least one stratum and the grid division result. For example, the temperature field can be simulated by multi-physical field simulation (COMSOL Multiphysics) according to the rock thermal physical parameters of at least one stratum and the grid division result. For example, the rock thermal physical parameters of at least one stratum and the grid division result can be taken as inputs of the multi-physical field simulation to calculate and simulate the steady-state temperature field by a multi-physical field simulation solver, so as to obtain the temperature field simulation result.
[0066] In the embodiment of the present application, the temperature field of the target region is simulated by multi-physical field simulation according to the rock thermal physical parameters of at least one stratum and the obtained grid division result, which can improve the comprehensiveness and accuracy of the temperature field simulation.
[0067] In another optional technical solution, before simulating the temperature field of the target region according to the geological model and the rock thermal physical parameters corresponding to the at least one stratum, the method further comprises: performing boundary processing on the geological model, wherein the boundary processing comprises at least one of applying a heat flux boundary to the bottom of the geological model, applying a constant temperature boundary to the upper part of the geological model, and applying a thermal insulation boundary to the side of the geological model; and updating the geological model according to the obtained boundary processing result.
[0068] The boundary processing can be understood as processing the boundary of the geological model.
[0069] In the embodiments of the present application, the boundary processing can be performed on the geological model, which can be directly applying the corresponding boundary to the geological model, or can be explicitly specifying the relevant attributes (at least one of the heat flux, temperature, and thermal insulation or the like) of the boundary of the geological model.
[0070] The heat flux boundary can be understood as a boundary that explicitly specifies the heat flow (mechanisms such as conduction, convection, and radiation of heat flow).
[0071] The constant temperature boundary can be understood as a boundary that explicitly specifies the temperature; for example, the temperature of the constant temperature boundary can be 15 degrees Celsius (℃).
[0072] The thermal insulation boundary can be understood as a boundary that explicitly specifies that the geological model has no heat exchange with the external environment.
[0073] The boundary processing result can be understood as the result obtained after the boundary processing is performed on the geological model.
[0074] In the embodiments of the present application, the boundary processing can be performed on the geological model, which can be directly applying the corresponding boundary to the geological model, or can be explicitly specifying the relevant attributes (at least one of the heat flux, temperature, and thermal insulation or the like) of the boundary of the geological model.
[0075] Figure 3 is a flowchart of another temperature field simulation method provided in the embodiments of the present application. The present embodiment is optimized on the basis of the above-mentioned various technical solutions. In the present embodiment, before simulating the temperature field of the target region according to the geological model and the rock thermal physical parameters corresponding to the at least one stratum, the temperature field simulation method further comprises: for each stratum in the at least one stratum, according to the stratum conditions of the stratum, correcting the rock thermal physical parameters of the stratum, wherein the stratum conditions comprise at least one of the dry condition, the saturated condition, and the true temperature condition of the stratum; and updating the rock thermal physical parameters of the stratum according to the obtained correction result. Wherein, the explanations of the same or corresponding terms as in the above-mentioned various embodiments are not repeated here.
[0076] See Figure 3 The method in this embodiment may specifically include the following steps:
[0077] S210. Obtain geological data of the target area and determine the typical profile of the target area based on the geological data.
[0078] S220. Based on typical profiles, establish a geological model of the target area and determine the rock thermal properties parameters corresponding to at least one stratum in the geological model.
[0079] S230. For each of at least one strata, the rock thermal properties of the strata are corrected according to the strata conditions, wherein the strata conditions include at least one of the following: dry conditions, water saturation conditions, and true temperature conditions.
[0080] Among them, stratigraphic conditions can be understood as the attribute conditions of the stratigraphy.
[0081] Dry conditions can be understood as conditions that characterize whether a formation is dry.
[0082] Water saturation conditions can be understood as conditions that characterize whether a formation is saturated with water.
[0083] The true temperature condition can be understood as the condition that characterizes the actual temperature of the strata.
[0084] In this embodiment of the invention, the thermal properties of the rock can be corrected based on at least one of the formation's dryness conditions, water saturation conditions, and actual temperature conditions.
[0085] In this embodiment of the invention, when the rock thermal properties include multiple parameters, one or more of the multiple parameters can be modified. For example, based on the formation conditions, only the thermal conductivity of the rock thermal properties of the formation can be modified.
[0086] S240. Based on the obtained correction results, update the rock thermal properties parameters of the formation.
[0087] The correction result can be understood as the result obtained by correcting the thermal properties of the rocks in the formation.
[0088] In this embodiment of the invention, the rock thermal properties of the formation can be updated based on the correction results. For example, the correction results can be used as the rock thermal properties of the formation.
[0089] S250. Based on the geological model and the rock thermal properties parameters corresponding to at least one stratum, simulate the temperature field of the target area.
[0090] The technical scheme of the embodiment of the present application is that, for each of the at least one formation, the rock thermal physical property parameters of the formation are corrected according to the formation condition of the formation, wherein the formation condition includes at least one of a dry condition, a water-saturated condition and a true temperature condition of the formation; and the rock thermal physical property parameters of the formation are updated according to the obtained correction result. Compared with the related scheme in which the change of the rock thermal physical property parameters with the formation condition is not considered, the above technical scheme can correct the rock thermal physical property parameters according to the formation condition of the formation, so that the rock thermal physical property parameters can be corrected according to the change of the formation condition, thereby reducing the deviation of the temperature field simulation, improving the fitting degree of the temperature field simulation and the actual situation, and thus improving the simulation accuracy of the temperature field simulation.
[0091] An optional technical scheme is that, before the rock thermal physical property parameters of the formation are corrected according to the formation condition of the formation, the temperature field simulation method further includes: taking the rock thermal physical property parameters as uncorrected parameters; and simulating the temperature field of the target region according to the geological model and the rock thermal physical property parameters corresponding to the at least one formation respectively, including: simulating the temperature field of the target region according to the geological model and the rock thermal physical property parameters corresponding to the at least one formation respectively and the uncorrected parameters.
[0092] The uncorrected parameters can be understood as the rock thermal physical property parameters when the rock thermal physical property parameters of the formation are not corrected.
[0093] In the embodiment of the present application, the rock thermal physical property parameters when the rock thermal physical property parameters of the formation are corrected can be taken as the uncorrected parameters.
[0094] In the embodiment of the present application, the temperature field can be simulated according to the geological model and the rock thermal physical property parameters corresponding to the at least one formation respectively and the uncorrected parameters. For example, referring to Figure 4 (b) part (here, the temperature field simulation result includes a temperature field in the form of temperature contour line distribution) in FIG. 1, a first temperature field can be simulated according to the geological model and the uncorrected parameters corresponding to the at least one formation respectively to obtain a first temperature field simulation result (without considering the correction of the rock thermal physical property parameters); and referring to Figure 4 (a) part (here, the temperature field simulation result includes a temperature field in the form of temperature contour line distribution) in FIG. 1, a second temperature field can be simulated according to the geological model and the rock thermal physical property parameters corresponding to the at least one formation respectively to obtain a second temperature field simulation result (considering the correction of the rock thermal physical property parameters); and the simulated first temperature field simulation result and the second temperature field simulation result can be taken as the final required temperature field simulation result, for example, referring to Figure 5(Here, the temperature field simulation result includes a well temperature-depth curve as an example of temperature field simulation result), the temperature field simulation result can include a first well temperature-depth curve in the first temperature field simulation result (a well temperature-depth curve without considering rock thermal physical property parameter correction, indicated as not considering in Figure 5 , and a second well temperature-depth curve in the second temperature field simulation result (a well temperature-depth curve considering rock thermal physical property parameter correction, indicated as considering in Figure 5 ).
[0095] It should be noted that after the first temperature field simulation result and the second temperature field simulation result are simulated, the first temperature field simulation result and the second temperature field simulation result can be compared and analyzed to determine the formation condition influence data on the temperature field according to the obtained analysis result. For example, the scheme of the embodiment of the present application is carried out for the Yimeng uplift region (target region) of a certain area, the influence data of the Yimeng uplift region is obtained, and it can be known from the Yimeng uplift region that the well temperature-depth curve has high fitting degree with the measured value in the case of considering rock thermal physical property parameter correction, and the high temperature zone is mainly distributed in the fracture development and low rock thermal conductivity rock covering area.
[0096] In the embodiment of the present application, the temperature field of the target region is simulated according to the geological model and the rock thermal physical property parameters and uncorrected parameters of at least one formation, which can improve the comprehensiveness and accuracy of temperature field simulation.
[0097] In order to better understand the technical scheme of the above-mentioned embodiment of the present application, an optional example is provided. Illustratively, geological data is obtained, and a typical profile is determined according to the geological data, wherein the typical profile at least includes fractures and each basement (which can be a deep basement located in the deep part of the formation of the target region); a geological model is established according to the typical profile, and the rock thermal physical property parameters of at least one formation in the geological model are determined; for each formation in the at least one formation, the rock thermal physical property parameters of the formation are corrected according to the formation condition of the formation; the rock thermal physical property parameters of the formation are updated according to the correction result; the temperature field of the target region is simulated according to the geological model and the rock thermal physical property parameters of at least one formation, considering the deep basement heat generation effect and the fracture conduction effect; the regional structural features are determined; and the geothermal genesis model diagram is established according to the regional structural features and the obtained temperature field simulation result. The above-mentioned basic scheme can integrate the rock thermal physical property correction, the deep basement heat generation effect and the fracture conduction effect into the temperature field simulation, which can not only improve the accuracy of temperature field simulation, but also significantly improve the interpretation ability of geothermal genesis.
[0098] Figure 6A structural block diagram of a temperature field simulation device is provided for an embodiment of the present application, and the device is used to execute the temperature field simulation method provided by any of the above embodiments. The device and the temperature field simulation method of each of the above embodiments belong to the same inventive concept, and details not described in the embodiment of the temperature field simulation device can be referred to the embodiment of the temperature field simulation method. Referring to Figure 6 The device can specifically include: a typical profile determination module 310, a rock thermal physical property parameter determination module 320, and a temperature field simulation module 330.
[0099] The typical profile determination module 310 is configured to obtain geological data of a target region, and determine a typical profile of the target region according to the geological data.
[0100] The rock thermal physical property parameter determination module 320 is configured to establish a geological model of the target region according to the typical profile, and determine rock thermal physical property parameters corresponding to at least one stratum in the geological model.
[0101] The temperature field simulation module 330 is configured to simulate a temperature field of the target region according to the geological model and the rock thermal physical property parameters corresponding to the at least one stratum.
[0102] Optionally, the device can further include:
[0103] A rock thermal physical property parameter correction module is configured to, before simulating the temperature field of the target region according to the geological model and the rock thermal physical property parameters corresponding to the at least one stratum, correct the rock thermal physical property parameters of each stratum in the at least one stratum according to stratum conditions of the stratum, wherein the stratum conditions include at least one of a dry condition, a water-saturated condition, and a true temperature condition of the stratum.
[0104] A rock thermal physical property parameter updating module is configured to update the rock thermal physical property parameters of the stratum according to a correction result obtained.
[0105] Optionally, on the basis of the above device, the device can further include:
[0106] An uncorrected parameter serving as a module is configured to serve the rock thermal physical property parameters as uncorrected parameters before correcting the rock thermal physical property parameters of the stratum according to the stratum conditions of the stratum.
[0107] The temperature field simulation module 330 can include:
[0108] A first temperature field simulation submodule is configured to simulate the temperature field of the target region according to the geological model, the rock thermal physical property parameters corresponding to the at least one stratum, and the uncorrected parameters.
[0109] Optionally, the device can further include:
[0110] a regional structural feature determining module, configured to determine a regional structural feature of the target region after simulating a temperature field of the target region according to the geological model and the rock thermal physical parameters corresponding to the at least one stratum respectively;
[0111] a geothermal genesis pattern map establishing module, configured to establish a geothermal genesis pattern map of the target region according to the regional structural feature and the simulation result of the temperature field.
[0112] Optionally, the temperature field simulation module 330 can comprise:
[0113] a grid division sub-module, configured to perform adaptive grid division on the geological model;
[0114] a second temperature field simulation sub-module, configured to simulate a temperature field of the target region by multi-physical field simulation according to the rock thermal physical parameters corresponding to the at least one stratum respectively and the grid division result.
[0115] Optionally, the device can further comprise:
[0116] a boundary processing module, configured to perform boundary processing on the geological model before simulating a temperature field of the target region according to the geological model and the rock thermal physical parameters corresponding to the at least one stratum respectively, wherein the boundary processing comprises at least one of applying a heat flux boundary at the bottom of the geological model, applying a constant temperature boundary at the upper part of the geological model and applying a heat insulation boundary at the side of the geological model;
[0117] a geological model updating module, configured to update the geological model according to the boundary processing result.
[0118] Optionally, the rock thermal physical parameters comprise at least one of rock thermal conductivity, rock heat generation rate and rock specific heat capacity.
[0119] The temperature field simulation device provided by the embodiment of the present application obtains geological data of a target region through a typical profile determining module, and determines a typical profile of the target region according to the geological data, so as to provide a geological basis for the establishment of a geological model through the typical profile; establishes a geological model of the target region according to the typical profile through a rock thermal physical parameter determining module, and determines rock thermal physical parameters corresponding to at least one stratum in the geological model, so as to provide a temperature basis for the simulation of a temperature field through the rock thermal physical parameters corresponding to the at least one stratum respectively; and simulates a temperature field of the target region according to the geological model and the rock thermal physical parameters corresponding to the at least one stratum respectively through a temperature field simulation module, so as to realize the simulation of the temperature field. The above device simulates a temperature field through obtained geological data and determined rock thermal physical parameters corresponding to the at least one stratum respectively, provides a standardized temperature field simulation process, and thus realizes standardized temperature field simulation.
[0120] The temperature field simulation device provided by the embodiments of the present application can execute the temperature field simulation method provided by any of the embodiments of the present application, and has the corresponding function modules and beneficial effects of the execution method.
[0121] It is worth noting that, in the embodiments of the temperature field simulation device described above, each unit and module included is only divided according to the functional logic, but is not limited to the above division, as long as the corresponding functions can be realized; in addition, the specific names of each functional unit are only for the convenience of mutual differentiation, and do not serve to limit the protection scope of the present application.
[0122] Figure 7 A structural schematic diagram of an electronic device 10 that can be used to implement embodiments of the present application is shown. The electronic device is intended to represent various forms of digital computers, such as laptops, desktops, tablets, personal digital assistants, servers, blade servers, mainframes, and other appropriate computers. The electronic device can also represent various forms of mobile devices, such as personal digital processors, cellular telephones, smart phones, wearable devices (e.g., headsets, glasses, watches, etc.), and other similar computing devices. The components shown here, their connections and relationships, and their functions, are meant to be examples only, and are not intended to limit the implementations of the present application described and / or claimed in this document.
[0123] As shown in Figure 7 The electronic device 10 includes at least one processor 11, and a memory, such as a read-only memory (ROM) 12, a random access memory (RAM) 13, etc., which is communicatively connected to the at least one processor 11, wherein the memory stores a computer program that can be executed by the at least one processor. The processor 11 can perform various appropriate actions and processes according to the computer program stored in the read-only memory (ROM) 12 or the computer program loaded from the storage unit 18 into the random access memory (RAM) 13. In the RAM 13, various programs and data required for the operation of the electronic device 10 can also be stored. The processor 11, the ROM 12, and the RAM 13 are connected to each other through a bus 14. An input / output (I / O) interface 15 is also connected to the bus 14.
[0124] A plurality of components in the electronic device 10 are connected to the I / O interface 15, including: an input unit 16, such as a keyboard, a mouse, etc.; an output unit 17, such as various types of displays, speakers, etc.; a storage unit 18, such as a magnetic disk, an optical disk, etc.; and a communication unit 19, such as a network card, a modem, a wireless communication transceiver, etc. The communication unit 19 allows the electronic device 10 to exchange information / data with other devices through a computer network, such as the Internet, and / or various telecommunications networks.
[0125] The processor 11 can be various general and / or special purpose processing components with processing and computing capabilities. Some examples of the processor 11 include, but are not limited to, a central processing unit (CPU), a graphics processing unit (GPU), various specialized artificial intelligence (AI) computing chips, various processors running machine learning model algorithms, a digital signal processor (DSP), and any suitable processor, controller, microcontroller, and the like. The processor 11 performs various methods and processes described above, such as the temperature field simulation method.
[0126] In particular, the processes described above with reference to the flowcharts can be implemented as a computer software program according to embodiments of the present application. For example, embodiments of the present application include a computer program product comprising a computer program carried on a non-transitory computer-readable medium, the computer program containing program code for performing the methods illustrated by the flowcharts. In such embodiments, the computer program can be downloaded and installed from a network by the communication unit 19, or installed from the storage unit 18, or installed from the ROM 12. When the computer program is executed by the processor 11, the above-described functions defined in the methods of embodiments of the present application are performed.
[0127] In some embodiments, the temperature field simulation method can be implemented as a computer program tangibly embodied in a computer-readable storage medium, such as the storage unit 18. In some embodiments, part or all of the computer program can be loaded and / or installed onto the electronic device 10 via the ROM 12 and / or the communication unit 19. When the computer program is loaded onto the RAM 13 and executed by the processor 11, one or more steps of the temperature field simulation method described above can be performed. Alternatively, in other embodiments, the processor 11 can be configured to perform the temperature field simulation method by any other suitable means, such as by means of firmware.
[0128] The various implementations of the systems and techniques described above can be realized in digital electronic circuitry, integrated circuitry, a field programmable gate array (FPGA), an application specific integrated circuit (ASIC), a system on a chip (SOC), a complex programmable logic device (CPLD), computer hardware, firmware, software, and / or combinations thereof. These various implementations can include implementation in one or more computer programs that are executable and / or interpretable on a programmable system including at least one programmable processor, which can be special or general purpose, coupled to receive data and instructions from, and to transmit data and instructions to, a storage system, at least one input device, and at least one output device.
[0129] Computer programs for implementing the methods of the present application can be written in any combination of one or more programming languages. These computer programs can be implemented on general purpose computers, special purpose computers, or other programmable data processing apparatus to produce the functions / acts specified in the flow diagrams and / or block diagrams. Computer programs can be applied to input data to perform the functions of the present application and to generate output information. The output information can be applied to one or more output devices such as a display screen, printer, storage, etc. These functions / acts performed by the computer programs are referred to as being computer-executed. Computer programs, also referred to as programs, software, software applications, applications, components, or code, can be written in any form of programming language, including compiled or interpreted languages, and can be deployed in any form, including as a stand-alone program or as a module, component, subroutine, or other unit suitable for use in a computing environment. A computer program can be deployed to be executed by a host machine or to act as an independent software package.
[0130] In the context of the present application, a computer-readable storage medium can be a tangible medium that can contain or store computer programs for use by or in connection with an instruction execution system, apparatus, or device. Computer-readable storage media can include, but are not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, apparatus, or devices, or any suitable combination of the foregoing. Alternatively, a computer-readable storage medium can be a machine-readable signal medium. More specific examples of a machine-readable storage medium will include one or more lines of a program file, a portable computer diskette, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or Flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
[0131] To provide for interaction with a user, the systems and techniques described here can be implemented on an electronic device having a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to the user and a keyboard and a pointing device (e.g., a mouse or a trackball) by which the user can provide input to the electronic device. Other kinds of devices can be used to provide for interaction with a user as well; for example, feedback provided to the user can be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user can be received in any form, including acoustic, speech, or tactile input.
[0132] The systems and techniques described herein can be implemented in a computing system that includes a back end component, e.g., as a data server, or that includes a middleware component, e.g., an application server, or that includes a front end component, e.g., a user computer having a graphical user interface or a Web browser through which a user can interact with an implementation of the systems and techniques described herein, or any combination of such back end, middleware, or front end components. The components of the system can be interconnected by any form or medium of digital data communication, e.g., a communication network. Examples of communication networks include a local area network (LAN), a wide area network (WAN), a blockchain network, and the Internet.
[0133] The computing system can include clients and servers. A client and server are generally remote from each other and typically interact through a communication network. The relationship of client and server arises by virtue of computer programs running on the respective computers and having a client-server relationship to each other. A server can be a cloud server, also known as a cloud computing server or cloud host, which is a host product in the cloud computing service system, to solve the defects of large management difficulty and weak business scalability in traditional physical host and VPS service.
[0134] It should be understood that the various forms of flow shown above can be re-ordered, added to, or deleted from without departing from the scope of the present disclosure. For example, the steps recited in the present disclosure can be executed in parallel, executed in sequence, or executed in different orders, as long as the desired results of the technical solutions of the present disclosure can be achieved, and the present disclosure is not limited herein.
[0135] The above detailed description does not constitute a limitation on the protection scope of the present application. Those skilled in the art should understand that various modifications, combinations, sub-combinations, and substitutions can be made according to design requirements and other factors. Any modifications, equivalent replacements, and improvements made within the spirit and principles of the present application shall be included in the protection scope of the present application.
Claims
1. A temperature field simulation method, characterized by, The method comprises: obtaining geological data of a target area, and determining a typical profile of the target area according to the geological data; establishing a geological model of the target area according to the typical profile, and determining rock thermal physical parameters corresponding to at least one stratum in the geological model respectively; simulating a temperature field of the target area according to the geological model and the rock thermal physical parameters corresponding to the at least one stratum respectively.
2. The method of claim 1, wherein, Before the step of simulating the temperature field of the target area according to the geological model and the rock thermal physical parameters corresponding to the at least one stratum respectively, the method further comprises: for each stratum in the at least one stratum, correcting the rock thermal physical parameters of the stratum according to stratum conditions of the stratum, wherein the stratum conditions comprise at least one of dry conditions, water-saturated conditions and true temperature conditions of the stratum; updating the rock thermal physical parameters of the stratum according to the correction result.
3. The method of claim 2, wherein, Before the step of correcting the rock thermal physical parameters of the stratum according to the stratum conditions of the stratum, the method further comprises: taking the rock thermal physical parameters as uncorrected parameters; the step of simulating the temperature field of the target area according to the geological model and the rock thermal physical parameters corresponding to the at least one stratum respectively comprises: simulating the temperature field of the target area according to the geological model and the rock thermal physical parameters corresponding to the at least one stratum respectively and the uncorrected parameters.
4. The method of claim 1, wherein, After the step of simulating the temperature field of the target area according to the geological model and the rock thermal physical parameters corresponding to the at least one stratum respectively, the method further comprises: determining regional tectonic features of the target area; establishing a geothermal genesis pattern of the target area according to the regional tectonic features and the temperature field simulation result.
5. The method of claim 1, wherein, the step of simulating the temperature field of the target area according to the geological model and the rock thermal physical parameters corresponding to the at least one stratum respectively comprises: performing adaptive grid division on the geological model; simulating the temperature field of the target area through multi-physical field simulation according to the rock thermal physical parameters corresponding to the at least one stratum and the grid division result.
6. The method of claim 1, wherein, Before the step of simulating the temperature field of the target area according to the geological model and the rock thermal physical parameters corresponding to the at least one stratum respectively, the method further comprises: performing boundary processing on the geological model, wherein the boundary processing comprises at least one of applying a heat flux boundary to a bottom of the geological model, applying a constant temperature boundary to an upper part of the geological model, and applying a thermal insulation boundary to a side of the geological model; updating the geological model according to the boundary processing result.
7. The method of claim 1, wherein, The rock thermal physical parameters comprise at least one of rock thermal conductivity, rock heat generation rate and rock specific heat capacity.
8. A temperature field simulation device, characterized by, The method comprises: a typical profile determination module, configured to obtain geological data of a target area, and determine a typical profile of the target area according to the geological data; a rock thermal physical parameter determination module, configured to establish a geological model of the target area according to the typical profile, and determine rock thermal physical parameters corresponding to at least one stratum in the geological model respectively; A temperature field simulation module is configured to simulate a temperature field of the target region according to the geological model and rock thermal physical parameters corresponding to the at least one stratum respectively.
9. An electronic device, comprising: The temperature field simulation method comprises the following steps: at least one processor; and a memory connected to the at least one processor in communication; wherein the memory stores a computer program executable by the at least one processor, and the computer program is executed by the at least one processor to enable the at least one processor to perform the temperature field simulation method according to any one of claims 1-7.
10. A computer-readable storage medium, characterized in that, The computer readable storage medium stores computer instructions for enabling the processor to implement the temperature field simulation method according to any one of claims 1-7 when executed.