Filling material proportioning scheme generation method and device
By determining the tailings type and analyzing historical data, the most suitable backfill material ratio scheme was generated and screened, which solved the problem of improper backfill material ratio and improved the strength and cost-effectiveness of the backfill body.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- SHENZHEN ZHONGJIN LINGNAN NONFERROUS METALS CO LTD FANKOU LEAD-ZINC MINE
- Filing Date
- 2022-12-14
- Publication Date
- 2026-07-10
AI Technical Summary
When filling downhole open areas, existing technologies struggle to efficiently proportion different types of filling materials, which affects the quality and cost of the filling material.
By determining the tailings type, multiple mix design schemes are generated. Combining historical backfilling data and strength test results, the most suitable backfilling material mix design scheme is selected, including the ash-sand ratio, related parameters, and the use of additives.
It enables the rapid selection of the most suitable mix ratio based on the filling material and the actual conditions of the void, thereby improving the strength and cost-effectiveness of the filling body.
Smart Images

Figure CN115831265B_ABST
Abstract
Description
Technical Field
[0001] This application relates to the field of mining technology, and in particular to a method and apparatus for generating a filling material proportioning scheme. Background Technology
[0002] To fill downhole holes, suitable filling materials are needed to form a fill body. Typically, filling materials can include tailings, cement, etc. By mixing tailings and cement, a filling slurry is formed. After the filling slurry is filled into the hole and dried, a solid fill body is formed. In some cases, additives can be used to enhance the strength of the fill body.
[0003] In actual filling operations, the proportion of different types of filling materials has a significant impact on the final filling body. Summary of the Invention
[0004] In view of this, embodiments of this application provide a method and apparatus for generating a filling material ratio scheme, which is used to generate a suitable ratio scheme based on the actual situation of the filling material and the void to be filled.
[0005] The first aspect of this application provides a method for generating a filling material proportioning scheme, including:
[0006] Determine the type of tailings to be used as backfill material;
[0007] Based on the type of tailings, multiple proportioning schemes are determined, and each of the proportioning schemes has a corresponding ash-sand ratio and related parameters;
[0008] Obtain historical filling data, and based on the historical filling data, select multiple mixing ratio schemes to be tested from multiple mixing ratio schemes;
[0009] When the strength test results of multiple test formulations are received, the target formulation is determined from the multiple test formulations based on the strength test results.
[0010] Optionally, determining multiple proportioning schemes based on the type of tailings includes:
[0011] Based on the type of tailings, multiple schemes with different ash-sand ratios are generated;
[0012] Calculate the cost of each of the proposed solutions;
[0013] Obtain budget data for the filling operation;
[0014] Based on the budget data and the cost of each of the schemes, multiple proportion schemes are determined from the multiple schemes.
[0015] Optionally, calculating the cost of each of the aforementioned schemes includes:
[0016] For any of the above schemes, the amount of cement and sand required per unit volume of open space is determined according to the cement-sand ratio;
[0017] Obtain the volume of the empty space to be filled;
[0018] The cost of the proposed solution is calculated based on the volume of the void to be filled and the amount of cement and sand required per unit volume of void.
[0019] Optionally, determining multiple allocation schemes from multiple schemes based on the budget data and the cost of each scheme includes:
[0020] Based on the budget data, determine the budget range;
[0021] The scheme whose cost falls within the budget range among the multiple schemes is determined as the matching scheme.
[0022] Optionally, the step of selecting multiple formulation schemes to be tested from multiple formulation schemes based on the historical filling data includes:
[0023] Identify target vacant fields from the historical filling data that match the type of vacant field to be filled;
[0024] Determine the actual mix design used in the target open space;
[0025] Based on the mixing ratio scheme actually used in the target open space, several mixing ratio schemes to be tested were selected. The ash-sand ratio of the mixing ratio schemes to be tested is numerically adjacent to that of the mixing ratio scheme actually used in the target open space.
[0026] Optionally, the step of selecting multiple mix proportion schemes to be tested based on the mix proportion scheme actually used in the target open space includes:
[0027] Determine whether additives are used in the actual mixing scheme used in the target open space;
[0028] If the actual formulation used in the target open space already uses additives, then multiple formulations to be tested are selected based on the additives already used.
[0029] Optionally, the strength test results include strength data at multiple ages, and the step of determining the target formulation from multiple tested formulations based on the strength test results includes:
[0030] Determine the median value of the strength data for the same age among multiple tested mix proportions;
[0031] The test mix design in which the intensity data for each of the specified ages is greater than the median value of the intensity data for the corresponding age is determined as the target mix design.
[0032] A second aspect of this application provides a filling material proportioning scheme generation apparatus, comprising:
[0033] Tailings type determination module, used to determine the type of tailings used as backfill material;
[0034] The proportioning scheme determination module is used to determine multiple proportioning schemes based on the type of tailings, and each of the proportioning schemes has a corresponding ash-sand ratio and related parameters;
[0035] The test formulation selection module is used to acquire historical filling data and select multiple test formulations from multiple formulations based on the historical filling data.
[0036] The target proportion scheme determination module is used to determine the target proportion scheme from the multiple test proportion schemes based on the strength test results when receiving the strength test results of multiple test proportion schemes.
[0037] Optionally, the proportioning scheme determination module includes:
[0038] The scheme generation submodule is used to generate multiple schemes with different ash-sand ratios based on the type of tailings.
[0039] The cost calculation submodule is used to calculate the cost of each of the aforementioned schemes;
[0040] The budget data acquisition submodule is used to acquire budget data for the filling operation;
[0041] The proportioning scheme determination submodule is used to determine multiple proportioning schemes from multiple schemes based on the budget data and the cost of each scheme.
[0042] Optionally, the cost calculation submodule includes:
[0043] The dosage determination unit is used to determine the amount of cement and sand required per unit volume of open space for any of the above schemes, based on the cement-sand ratio.
[0044] The volume calculation unit is used to obtain the volume of the empty space to be filled;
[0045] The cost calculation unit is used to calculate the cost of the scheme based on the volume of the void to be filled and the amount of cement and sand required per unit volume of void.
[0046] Optionally, the proportioning scheme determination submodule includes:
[0047] A budget range determination unit is used to determine a budget range based on the budget data;
[0048] A proportioning scheme determination unit is used to determine the proportioning scheme from among the multiple schemes whose cost is within the budget range.
[0049] Optionally, the module for screening the formulation scheme to be tested includes:
[0050] The target void identification submodule is used to identify target voids that match the type of void to be filled from the historical filling data;
[0051] The target airfield mix design determination submodule is used to determine the mix design actually used in the target airfield;
[0052] The test mix design screening submodule is used to select multiple test mix designs based on the mix design actually used in the target open space. The ash-sand ratio of the test mix design is numerically adjacent to that of the ash-sand ratio of the mix design actually used in the target open space.
[0053] Optionally, the submodule for screening the formulation scheme to be tested includes:
[0054] An additive determination unit is used to determine whether additives are used in the actual mixing scheme used in the target open space.
[0055] The test formulation screening unit is used to screen out multiple test formulations based on the additives already used in the actual formulation used in the target open space.
[0056] Optionally, the strength test results include strength data at multiple ages, and the target formulation determination module includes:
[0057] The intensity data median value determination submodule is used to determine the median value of intensity data at the same age in multiple tested mix proportion schemes;
[0058] The target mix design determination submodule is used to determine the test mix design where the intensity data of each of the stated ages is greater than the median value of the intensity data of the corresponding age as the target mix design.
[0059] A third aspect of this application provides a computer device including a memory, a processor, and a computer program stored in the memory and executable on the processor. When the processor executes the computer program, it implements the filling material proportioning scheme generation method as described in any of the first aspects above.
[0060] A fourth aspect of this application provides a computer-readable storage medium storing a computer program that, when executed by a processor, implements the filling material proportioning scheme generation method as described in any of the first aspects above.
[0061] The fifth aspect of this application provides a computer program product that, when run on a computer, causes the computer to execute the filling material proportioning scheme generation method described in any of the first aspects above.
[0062] Compared with the prior art, the embodiments of this application have the following advantages:
[0063] In this embodiment, the computer device determines the type of tailings used as backfill material and can then determine multiple mix proportions based on that type. These multiple mix proportions can be roughly determined based on the tailings type, and each mix proportion can have a corresponding ash-sand ratio and related parameters. The computer device can then acquire historical backfilling data and, based on this data, select multiple mix proportions to be tested from the multiple mix proportions, completing the first screening of the mix proportions. The selected mix proportions to be tested can be used for actual testing to obtain the strength test results for each mix proportion. Based on the strength test results, the computer device can determine the target mix proportion from the multiple mix proportions to be tested, which is the mix proportion that can ultimately be used for the actual backfilling operation of the void to be filled. This embodiment of the application can quickly screen mix proportions based on the actual conditions of the backfilling material and the void to be filled, combined with historical backfilling data, to find the most suitable mix proportion for the current void to be filled. Attached Figure Description
[0064] To more clearly illustrate the technical solutions in the embodiments of this application, the drawings used in the description of the embodiments or the prior art will be briefly introduced below. Obviously, the drawings described below are only some embodiments of this application. For those skilled in the art, other drawings can be obtained based on these drawings without creative effort.
[0065] Figure 1 This is a schematic diagram of a method for generating a filling material proportioning scheme according to an embodiment of this application;
[0066] Figure 2 This is a schematic diagram of one implementation of S102 in a method for generating a filling material proportioning scheme provided in an embodiment of this application;
[0067] Figure 3 This is a schematic diagram of one implementation of S1022 in a method for generating a filling material proportioning scheme provided in an embodiment of this application;
[0068] Figure 4 This is a schematic diagram of one implementation of S103 in a method for generating a filling material proportioning scheme provided in an embodiment of this application;
[0069] Figure 5 This is a schematic diagram of one implementation of S104 in a method for generating a filling material proportioning scheme provided in an embodiment of this application;
[0070] Figure 6 This is a schematic diagram of a filling material proportioning scheme generation device provided in an embodiment of this application;
[0071] Figure 7 This is a schematic diagram of a computer device provided in an embodiment of this application. Detailed Implementation
[0072] In the following description, specific details such as particular system architectures and techniques are set forth for illustrative purposes and not for limitation, in order to provide a thorough understanding of the embodiments of this application. However, those skilled in the art will understand that this application may also be implemented in other embodiments without these specific details. In other instances, detailed descriptions of well-known systems, apparatuses, circuits, and methods have been omitted so as not to obscure the description of this application with unnecessary detail.
[0073] The technical solution of this application will be described below through specific embodiments.
[0074] Reference Figure 1 The diagram illustrates a method for generating a filling material proportioning scheme according to an embodiment of this application, which may specifically include the following steps:
[0075] S101. Determine the type of tailings to be used as backfill material.
[0076] This method can be applied to computer devices; that is, the executing entity in this application embodiment can be a computer device, which can be any device with data processing capabilities. For example, the computer device can be a mobile phone, tablet computer, desktop computer, or cloud server, etc. This application embodiment does not limit the specific type of computer device.
[0077] In the embodiments of this application, the backfill material may include at least tailings. When generating the formulation of the backfill material, the type of tailings to be used as the backfill material can be determined first. For example, different types of tailings may include graded tailings, rod mill tailings, and fine-grained tailings, etc.
[0078] S102. Based on the type of tailings, determine multiple proportioning schemes, each of which has a corresponding ash-sand ratio and related parameters.
[0079] In this embodiment, based on the type of tailings, multiple mix design schemes can be determined first. These schemes can be roughly formulated. Each mix design should have a corresponding cement-sand ratio and associated parameters. The cement-sand ratio can refer to the ratio of tailings to cement. For example, for graded tailings, four gradient cement-sand ratios of 1:4, 1:6, 1:8, and 1:10 can be designed, forming four mix design schemes. In these mix design schemes, the associated parameters may include the concentration of the filling slurry, the amount of water, etc.
[0080] In one possible implementation of the embodiments of this application, such as Figure 2 As shown, determining multiple proportioning schemes based on the type of tailings in S102 may specifically include the following steps S1021-S1024:
[0081] S1021. Based on the type of tailings, generate multiple schemes with different ash-sand ratios.
[0082] S1022. Calculate the cost of each of the above schemes.
[0083] In the embodiments of this application, based on the type of tailings that can be used as backfill material, multiple schemes with different ash-sand ratios can be generated first. For example, for graded tailings, four gradient ash-sand ratios of 1:4, 1:6, 1:8, and 1:10 can be designed to form four schemes; for tailings that are a mixture of graded tailings and fine-grained tailings, two gradient ash-sand ratios of 1:6 and 1:10 can be designed to form two schemes.
[0084] For several roughly formulated plans, the cost required to apply the plan for filling operations can be calculated based on the plan's content.
[0085] In one possible implementation of the embodiments of this application, such as Figure 3 As shown, calculating the cost of each option in S1022 may specifically include the following steps S1221-S1223:
[0086] S1221. For any of the above schemes, determine the amount of cement and sand required per unit volume of open space according to the cement-sand ratio.
[0087] In this embodiment, a unit volume void can refer to a void with a fixed numerical volume. For example, the size of the unit volume can be 1 cubic meter. For several roughly formed schemes, the amount of cement and sand required to fill the unit volume void can be determined according to the cement-sand ratio in the scheme, that is, how much mass of tailings and cement needs to be mixed to completely fill the unit volume void.
[0088] S1222, Obtain the volume of the empty space to be filled.
[0089] In this embodiment, the volume of the void to be filled can be obtained by measurement. Typically, before filling the void, its volume needs to be measured. The measured volume can be recorded in the filling operation plan. A computer can obtain the volume of the void to be filled from the operation plan.
[0090] S1223. Calculate the cost of the proposed solution based on the volume of the void to be filled and the amount of cement and sand required per unit volume of void.
[0091] After determining the required amount of cement and aggregate per unit volume of the void and measuring the void's volume, the amount of cement and aggregate needed to fill the entire void can be calculated accordingly. It should be noted that when calculating the amount of cement and aggregate, the required amount of water can also be determined based on the concentration of the filling slurry in the plan.
[0092] After calculating the amount of cement, sand, gravel, and water needed to fill the entire open space, the cost of the corresponding solution can be calculated based on the unit price of each material.
[0093] S1023. Obtain the budget data for the filling operation.
[0094] S1024. Based on the budget data and the cost of each of the schemes, determine a plurality of proportioning schemes from the plurality of schemes.
[0095] In this embodiment, the budget data for filling operations can refer to the planned cost that can be incurred when filling a certain empty space. For multiple roughly formed schemes, the computer equipment can filter out the proportion schemes that meet the budget data requirements based on the budget data, and delete the schemes that do not meet the above budget data requirements.
[0096] In practice, a budget range can be determined based on the budget data. If the budget data itself is a range number, then that range number can be used directly as the budget range. If the budget data is a numerical value, then the budget range can be determined as a certain percentage of that value. For example, if the budget data is data and the percentage is 15%, then the budget range could be [85% * data, 115% * data].
[0097] Based on the calculated costs of each option, the option whose cost falls within the aforementioned budget range can be identified as the matching option.
[0098] Thus, only a portion of the rough plan remained.
[0099] S103. Obtain historical filling data, and select multiple test formulations from multiple formulation schemes based on the historical filling data.
[0100] In this embodiment, historical filling data can be data from actual filling operations of other open spaces that have already been filled. Computer equipment can retrieve historical filling data for each open space from a database and, based on this data, further filter the mix design obtained in the preceding steps.
[0101] In one possible implementation of the embodiments of this application, such as Figure 4 As shown, in step S103, selecting multiple mixing schemes from multiple mixing schemes based on historical filling data can specifically include the following steps S1031-S1033:
[0102] S1031. Identify target vacant fields from the historical filling data that match the type of vacant field to be filled.
[0103] In the embodiments of this application, the target void can refer to a void that matches the type of void to be filled. For example, the target void can be a void with a volume equivalent to the void to be filled; or, the target void can be a void with geological conditions similar to the void to be filled.
[0104] S1032. Determine the actual mix ratio scheme used in the target open space.
[0105] S1033. Based on the mixing ratio scheme actually used in the target open space, select multiple mixing ratio schemes to be tested, wherein the ash-sand ratio of the mixing ratio scheme to be tested is numerically adjacent to that of the mixing ratio scheme actually used in the target open space.
[0106] The actual mix design used in the target void can refer to the mix design of the filling materials actually used when filling the target void. This mix design should include the type of tailings, the ash-sand ratio, etc. used when filling the target void.
[0107] Based on the actual mixing scheme used in the target open field, computer equipment can further filter the existing mixing schemes to obtain multiple mixing schemes to be tested. These mixing schemes can refer to those used in actual experiments.
[0108] In this embodiment, the ash-sand ratio of the mix design to be tested can be numerically adjacent to the ash-sand ratio of the mix design actually used in the target open space. For example, if the mix design actually used in the target open space is 1:6, numerically adjacent ash-sand ratios can include 1:4 and 1:8, etc. Therefore, the mix design to be tested can include three schemes with ash-sand ratios of 1:4, 1:6, and 1:8.
[0109] In this embodiment of the application, when determining the formulation scheme to be tested, it can also be determined whether additives are used in the actual formulation scheme used in the target open space. If additives are used in the actual formulation scheme used in the target open space, the formulation scheme can be further screened based on the additives used, resulting in multiple formulation schemes to be tested.
[0110] S104. When the strength test results of multiple test formulations are received, the target formulation is determined from the multiple test formulations based on the strength test results.
[0111] In this embodiment of the application, for the multiple selected test mix proportions, a strength test can be conducted on each test mix proportion to determine the actual strength of the filling body formed by applying each test mix proportion, and then the final target mix proportion can be determined based on the strength test results.
[0112] In one possible implementation of this application, the strength test results of each tested formulation may include strength data at multiple ages. For example, for formulation one to be tested, the strength test results may include strength data of the filling material at 3 days, 7 days, 14 days, 21 days, and 28 days.
[0113] like Figure 5 As shown, determining the target mix design from multiple test mix designs based on the strength test results in S104 may specifically include the following steps S1041-S1042:
[0114] S1041. Determine the median value of the strength data of the same age among the multiple test mix schemes.
[0115] S1042. The test mix design where the intensity data for each age period is greater than the median value of the intensity data for the corresponding age period is determined as the target mix design.
[0116] In this embodiment of the application, for the strength test results of each mix design to be tested, the computer device can determine the median value of the strength data of the same age in each mix design to be tested.
[0117] For example, for the test mix design scheme 1, test mix design 2, test mix design 3, and test mix design 4, the median value of the strength data for each age group can be calculated for the strength data of each filling body at 3 days, 7 days, 14 days, 21 days, and 28 days, respectively. That is, the median value of the strength data of the above four schemes at 3 days, 7 days, 14 days, 21 days, and 28 days.
[0118] Then, the scheme in which the strength data at each age is greater than the median value of the strength data at the corresponding age is determined as the target mix design. For example, if the strength of the infill at 3 days of age for the tested mix design three is greater than the median strength data of the four schemes at 3 days of age, at 7 days of age, at 14 days of age, at 21 days of age, and at 28 days of age, then the tested mix design three can be designated as the target mix design. The target mix design is the mix design that can be used during the actual filling operation of the unfilled area.
[0119] In this embodiment, the computer device determines the type of tailings used as backfill material and can determine multiple mix proportions based on the tailings type. These multiple mix proportions can be roughly determined based on the tailings type, and each mix proportion can have a corresponding ash-sand ratio and related parameters. Then, the computer device can acquire historical backfilling data and, based on this data, filter out multiple mix proportions to be tested from the multiple mix proportions, completing the first screening of the mix proportions. The selected multiple mix proportions to be tested can be used for actual testing to obtain the strength test results for each mix proportion. Based on the strength test results, the computer device can determine the target mix proportion from the multiple mix proportions to be tested, which is the mix proportion that can ultimately be used for the actual backfilling operation of the void to be filled. This embodiment can quickly screen mix proportions based on the backfill material and the actual conditions of the void to be filled, combined with historical backfilling data, to find the most suitable mix proportion for the current void to be filled.
[0120] It should be noted that the sequence number of each step in the above embodiments does not imply the order of execution. The execution order of each process should be determined by its function and internal logic, and should not constitute any limitation on the implementation process of the embodiments of this application.
[0121] Reference Figure 6 The diagram illustrates a backfill material proportioning scheme generation device according to an embodiment of this application. Specifically, it may include a tailings type determination module 601, a proportioning scheme determination module 602, a test proportioning scheme screening module 603, and a target proportioning scheme determination module 604, wherein:
[0122] Tailings type determination module 601 is used to determine the type of tailings used as backfill material;
[0123] The proportioning scheme determination module 602 is used to determine multiple proportioning schemes based on the type of tailings, wherein each proportioning scheme has a corresponding ash-sand ratio and related parameters;
[0124] The test mix design screening module 603 is used to acquire historical filling data and select multiple test mix designs from multiple mix designs based on the historical filling data.
[0125] The target proportion scheme determination module 604 is used to determine the target proportion scheme from the multiple test proportion schemes based on the strength test results when receiving the strength test results of multiple test proportion schemes.
[0126] In this embodiment of the application, the proportioning scheme determination module 602 can be used for:
[0127] Based on the type of tailings, multiple schemes with different ash-sand ratios are generated;
[0128] Calculate the cost of each of the proposed solutions;
[0129] Obtain budget data for the filling operation;
[0130] Based on the budget data and the cost of each of the schemes, multiple proportion schemes are determined from the multiple schemes.
[0131] In one possible implementation of this application embodiment, the proportioning scheme determination module 602 can specifically be used for:
[0132] For any of the above schemes, the amount of cement and sand required per unit volume of open space is determined according to the cement-sand ratio;
[0133] Obtain the volume of the empty space to be filled;
[0134] The cost of the proposed solution is calculated based on the volume of the void to be filled and the amount of cement and sand required per unit volume of void.
[0135] In another possible implementation of this application embodiment, the proportioning scheme determination module 602 can also be used for:
[0136] Based on the budget data, determine the budget range;
[0137] The scheme whose cost falls within the budget range among the multiple schemes is determined as the matching scheme.
[0138] In this embodiment of the application, the test formulation screening module 603 can be used for:
[0139] Identify target vacant fields from the historical filling data that match the type of vacant field to be filled;
[0140] Determine the actual mix design used in the target open space;
[0141] Based on the mixing ratio scheme actually used in the target open space, several mixing ratio schemes to be tested were selected. The ash-sand ratio of the mixing ratio schemes to be tested is numerically adjacent to that of the mixing ratio scheme actually used in the target open space.
[0142] In one possible implementation of this application embodiment, the test formulation screening module 603 can specifically be used for:
[0143] Determine whether additives are used in the actual mixing scheme used in the target open space;
[0144] If the actual formulation used in the target open space already uses additives, then multiple formulations to be tested are selected based on the additives already used.
[0145] In one possible implementation of this application embodiment, the strength test results may include strength data for multiple age periods, and the target proportioning scheme determination module 604 may be used for:
[0146] Determine the median value of the strength data for the same age among multiple tested mix proportions;
[0147] The test mix design in which the intensity data for each of the specified ages is greater than the median value of the intensity data for the corresponding age is determined as the target mix design.
[0148] This application also provides an apparatus for generating a filling material ratio scheme, which can be used to implement the steps in the aforementioned method embodiments.
[0149] As the apparatus embodiments are basically similar to the method embodiments, they are described in a relatively simple manner. For relevant details, please refer to the description in the method embodiment section.
[0150] Reference Figure 7 The diagram illustrates a computer device provided in an embodiment of this application. Figure 7As shown, the computer device 700 in this embodiment includes: a processor 710, a memory 720, and a computer program 721 stored in the memory 720 and executable on the processor 710. When the processor 710 executes the computer program 721, it implements the steps in the various embodiments of the filling material proportioning scheme generation method described above, for example... Figure 1 Steps S101 to S104 are shown. Alternatively, when the processor 710 executes the computer program 721, it implements the functions of each module / unit in the above-described device embodiments, for example... Figure 6 The functions of modules 601 to 604 are shown.
[0151] For example, the computer program 721 can be divided into one or more modules / units, which are stored in the memory 720 and executed by the processor 710 to complete this application. The one or more modules / units can be a series of computer program instruction segments capable of performing specific functions, which can be used to describe the execution process of the computer program 721 in the computer device 700. For example, the computer program 721 can be divided into a tailings type determination module, a proportioning scheme determination module, a test proportioning scheme screening module, and a target proportioning scheme determination module, with the specific functions of each module as follows:
[0152] Tailings type determination module, used to determine the type of tailings used as backfill material;
[0153] The proportioning scheme determination module is used to determine multiple proportioning schemes based on the type of tailings, and each of the proportioning schemes has a corresponding ash-sand ratio and related parameters;
[0154] The test formulation selection module is used to acquire historical filling data and select multiple test formulations from multiple formulations based on the historical filling data.
[0155] The target proportion scheme determination module is used to determine the target proportion scheme from the multiple test proportion schemes based on the strength test results when receiving the strength test results of multiple test proportion schemes.
[0156] The computer device 700 can be a device for implementing the steps in the foregoing method embodiments. The computer device 700 can be a desktop computer, a cloud server, or other computing device. The computer device 700 may include, but is not limited to, a processor 710 and a memory 720. Those skilled in the art will understand that... Figure 7This is merely one example of computer device 700 and does not constitute a limitation on computer device 700. It may include more or fewer components than shown, or combine certain components, or different components. For example, computer device 700 may also include input / output devices, network access devices, buses, etc.
[0157] The processor 710 can be a Central Processing Unit (CPU), or other general-purpose processors, digital signal processors (DSPs), application-specific integrated circuits (ASICs), field-programmable gate arrays (FPGAs), or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. The general-purpose processor can be a microprocessor or any conventional processor.
[0158] The memory 720 can be an internal storage unit of the computer device 700, such as a hard disk or RAM of the computer device 700. The memory 720 can also be an external storage device of the computer device 700, such as a plug-in hard disk, Smart Media Card (SMC), Secure Digital (SD) card, Flash Card, etc., equipped on the computer device 700. Furthermore, the memory 720 can include both internal and external storage units of the computer device 700. The memory 720 is used to store the computer program 721 and other programs and data required by the computer device 700. The memory 720 can also be used to temporarily store data that has been output or will be output.
[0159] This application also discloses a computer device, including a memory, a processor, and a computer program stored in the memory and executable on the processor. When the processor executes the computer program, it implements the filling material proportioning scheme generation method as described in the foregoing embodiments.
[0160] This application also discloses a computer-readable storage medium storing a computer program that, when executed by a processor, implements the filling material proportioning scheme generation method as described in the foregoing embodiments.
[0161] This application also discloses a computer program product that, when run on a computer, causes the computer to execute the filling material proportioning scheme generation method described in the foregoing embodiments.
[0162] The embodiments described above are only used to illustrate the technical solutions of this application, and are not intended to limit it. Although this application has been described in detail with reference to the foregoing embodiments, those skilled in the art should understand that modifications can still be made to the technical solutions described in the foregoing embodiments, or equivalent substitutions can be made to some of the technical features; and these modifications or substitutions do not cause the essence of the corresponding technical solutions to deviate from the spirit and scope of the technical solutions of the embodiments of this application, and should all be included within the protection scope of this application.
Claims
1. A method for generating a mix proportioning scheme for downhole empty space filling materials, characterized in that, include: Determine the type of tailings to be used as backfill material; Based on the type of tailings, multiple mixing schemes are determined. Each mixing scheme has a corresponding cement-sand ratio and related parameters. The cement-sand ratio refers to the ratio of tailings to cement, and the related parameters include the concentration of the filling slurry and the amount of water used. Obtain historical filling data, and based on the historical filling data, select multiple mixing ratio schemes to be tested from multiple mixing ratio schemes; When the strength test results of multiple test formulations are received, the target formulation is determined from the multiple test formulations based on the strength test results; The step of selecting multiple mix design schemes to be tested from multiple mix design schemes based on the historical filling data includes: identifying a target void that matches the type of void to be filled from the historical filling data; determining the mix design scheme actually used in the target void; and selecting multiple mix design schemes to be tested based on the mix design scheme actually used in the target void, wherein the ash-sand ratio of the mix design to be tested is numerically adjacent to the ash-sand ratio of the mix design scheme actually used in the target void. The strength test results include strength data for multiple ages. The step of determining the target formulation from multiple formulations to be tested based on the strength test results includes: determining the median value of the strength data for the same age among the multiple formulations to be tested; and determining the formulation to be tested where the strength data for each age is greater than the median value of the strength data for the corresponding age as the target formulation.
2. The method according to claim 1, characterized in that, The determination of multiple proportioning schemes based on the type of tailings includes: Based on the type of tailings, multiple schemes with different ash-sand ratios are generated; Calculate the cost of each of the proposed solutions; Obtain budget data for the filling operation; Based on the budget data and the cost of each of the schemes, multiple proportion schemes are determined from the multiple schemes.
3. The method according to claim 2, characterized in that, The calculation of the cost of each of the aforementioned schemes includes: For any of the above schemes, the amount of cement and sand required per unit volume of open space is determined according to the cement-sand ratio; Obtain the volume of the empty space to be filled; The cost of the proposed solution is calculated based on the volume of the void to be filled and the amount of cement and sand required per unit volume of void.
4. The method according to claim 2, characterized in that, The step of determining multiple allocation schemes from multiple schemes based on the budget data and the cost of each scheme includes: Based on the budget data, determine the budget range; The scheme whose cost falls within the budget range among the multiple schemes is determined as the matching scheme.
5. The method according to claim 1, characterized in that, The process involves selecting multiple mix proportions to be tested based on the mix proportions actually used in the target open space, including: Determine whether additives are used in the actual mixing scheme used in the target open space; If the actual formulation used in the target open space already uses additives, then multiple formulations to be tested are selected based on the additives already used.
6. An apparatus for generating a proportioning scheme for downhole empty space filling materials, characterized in that, include: Tailings type determination module, used to determine the type of tailings used as backfill material; The proportioning scheme determination module is used to determine multiple proportioning schemes based on the type of tailings. Each proportioning scheme has a corresponding cement-sand ratio and related parameters. The cement-sand ratio refers to the ratio of tailings to cement, and the related parameters include the concentration of the filling slurry and the amount of water used. The test formulation selection module is used to acquire historical filling data and select multiple test formulations from multiple formulations based on the historical filling data. The target proportion scheme determination module is used to determine the target proportion scheme from the multiple test proportion schemes based on the strength test results when receiving the strength test results of multiple test proportion schemes. Specifically, the test mix design screening module is used to: identify target voids that match the type of voids to be filled from the historical filling data; determine the mix design actually used in the target voids; and screen out multiple test mix designs based on the mix design actually used in the target voids, wherein the ash-sand ratio of the test mix design is numerically adjacent to the ash-sand ratio of the mix design actually used in the target voids. The strength test results include strength data for multiple ages. The target formulation determination module is specifically used to: determine the median value of the strength data for the same age among the multiple formulations to be tested; and determine the formulation to be tested in which the strength data for each age is greater than the median value of the strength data for the corresponding age as the target formulation.
7. A computer device comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, characterized in that, When the processor executes the computer program, it implements the method for generating a downhole open space filling material ratio scheme as described in any one of claims 1-5.
8. A computer-readable storage medium storing a computer program, characterized in that, When the computer program is executed by the processor, it implements the method for generating the downhole open space filling material proportioning scheme as described in any one of claims 1-5.