Evaluation Method, Device, Storage Medium and Computing Device for Furnace Type Status

Abstract

The embodiments of this specification provide a method, device, storage medium, and computing device for evaluating the furnace type state. The method includes: based on the historical slag skin thickness profile reference data, determining the target historical slag skin thickness profile reference data and the target reference mapping degree value corresponding to the blast furnace section angle slag skin value according to the blast furnace section angle slag skin value; generating an average reference mapping degree based on the target reference mapping degree value; determining the blast furnace section angle furnace type grade according to the corresponding relationship between the target historical slag skin thickness profile reference data and the furnace type grade when the average reference mapping degree is within the mapping standard threshold range; generating a full-angle operating furnace type activity index based on the blast furnace section angle furnace type grade; generating a full-angle furnace type state based on the full-angle operating furnace type activity index; and generating an evaluation result of the operating furnace type state based on the full-angle furnace type state and the blast furnace section angle furnace type grade, so as to evaluate the result accurately, conform to the actual situation, and have strong adaptability based on the actual blast furnace data.

Description

Technical Field

[0001] The embodiments of this specification relate to the technical field of blast furnaces, and particularly to a method for evaluating the furnace profile state. Background Art

[0002] The shape of the blast furnace initially built is the designed furnace profile. As the ironmaking process reacts continuously, slag skins of different thicknesses are formed on the blast furnace wall by the ore, and the blast furnace lining is gradually eroded into different shapes, thus forming the operating furnace profile. A reasonable operating furnace profile is the basis for the stable operation of the blast furnace and is also one of the important influencing factors for good product quality, high output, low energy consumption, and high efficiency of the blast furnace. However, since the blast furnace is in a high-temperature reaction environment, the operating furnace profile becomes a "black box" problem. Summary of the Invention

[0003] In view of this, the embodiments of this specification provide a method for evaluating the furnace profile state. One or more embodiments of this specification also relate to an apparatus for evaluating the furnace profile state, a computing device, and a computer-readable storage medium to solve the technical defects existing in the prior art.

[0004] According to the first aspect of the embodiments of this specification, a method for evaluating the furnace profile state is provided, including:

[0005] Based on the historical slag skin thickness profile reference data, according to the slag skin value of the blast furnace section at an angle, determine the target historical slag skin thickness profile reference data and the target reference mapping degree value corresponding to the slag skin value of the blast furnace section at an angle, where the slag skin value of the blast furnace section at an angle is the slag skin value of the blast furnace section at a preset angle;

[0006] Generate an average reference mapping degree based on the target reference mapping degree value;

[0007] Based on the average reference mapping degree being within the mapping standard threshold range, according to the corresponding relationship between the target historical slag skin thickness profile reference data and the furnace profile grade, determine the furnace profile grade of the blast furnace section at an angle corresponding to the slag skin value of the blast furnace section at an angle;

[0008] Generate an active index of the operating furnace profile for all angles based on the furnace profile grade of the blast furnace section at an angle;

[0009] Generate a furnace profile state for all angles based on the active index of the operating furnace profile for all angles;

[0010] Generate an evaluation result of the operating furnace profile state based on the furnace profile state for all angles and the furnace profile grade of the blast furnace section at an angle.

[0011] In a possible implementation manner, before determining the furnace profile grade of the blast furnace section at an angle corresponding to the slag skin value of the blast furnace section at an angle according to the corresponding relationship between the target historical slag skin thickness profile reference data and the furnace profile grade, it further includes:

[0012] Generate key parameters of the furnace shape based on historical skull data and smelting data;

[0013] Generate grid interval values of key parameters based on the key parameters of the furnace shape;

[0014] Determine the furnace shape grade based on the grid interval values of the key parameters through blast furnace experience;

[0015] Divide the historical skull data through statistical methods based on the divided blast furnace angle segments to generate the average skull value at a preset height corresponding to the blast furnace angle segments;

[0016] Generate the reference data of the historical skull thickness profile based on the average skull value at the preset height;

[0017] Determine the corresponding relationship between the reference data of the historical skull thickness profile and the furnace shape grade based on the reference data of the historical skull thickness profile and the furnace shape grade;

[0018] In a possible implementation manner, the determining the target historical skull thickness profile reference data and the target reference mapping degree value corresponding to the blast furnace section angle skull value based on the historical skull thickness profile reference data includes:

[0019] Perform similarity matching on the blast furnace section angle skull value and the historical skull thickness profile reference data through a regularization mapping technique to generate a reference mapping degree value corresponding to the historical skull thickness profile reference data;

[0020] Determine the maximum value of the reference mapping degree based on the reference mapping degree value corresponding to the historical skull thickness profile reference data, and use the maximum value as the target reference mapping degree value;

[0021] Determine the target historical skull thickness profile reference data based on the historical skull thickness profile reference data corresponding to the target reference mapping degree value.

[0022] In a possible implementation manner, the generating the active index of the full-angle operating furnace shape based on the blast furnace section angle furnace shape grade includes:

[0023] Generate the single-angle operating furnace shape state value based on the blast furnace section angle furnace shape grade;

[0024] Generate the active index of the full-angle operating furnace shape based on the single-angle operating furnace shape state value.

[0025] In a possible implementation manner, the generating the single-angle operating furnace shape state value based on the blast furnace section angle furnace shape grade includes:

[0026] Determine the grade scores corresponding to the angle furnace type grades of multiple blast furnace sections;

[0027] Perform a weighted sum operation on the grade scores and the blast furnace section weight factors corresponding to the blast furnace section to generate the single-angle operating furnace type status value.

[0028] In a possible implementation manner, the generating the full-angle furnace type status based on the full-angle operating furnace type activity index includes:

[0029] Determine the target status interval corresponding to the full-angle operating furnace type activity index;

[0030] Based on the corresponding relationship between the target status interval and the furnace type status, determine the target furnace type status corresponding to the full-angle operating furnace type activity index, and use the target furnace type status as the full-angle furnace type status.

[0031] In a possible implementation manner, after generating the reference mapping degree mean value based on the target reference mapping degree value, it further includes:

[0032] Based on the fact that the reference mapping degree mean value is outside the mapping standard threshold range, update the mapping standard threshold range, and execute the step of determining the target historical slag skin thickness profile reference data and the target reference mapping degree value corresponding to the blast furnace section angle slag skin value according to the blast furnace section angle slag skin value based on the historical slag skin thickness profile reference data.

[0033] According to the second aspect of the embodiments of the present specification, there is provided an evaluation device for furnace type status, including:

[0034] The first determination module is configured to determine the target historical slag skin thickness profile reference data and the target reference mapping degree value corresponding to the blast furnace section angle slag skin value based on the historical slag skin thickness profile reference data and according to the blast furnace section angle slag skin value, where the blast furnace section angle slag skin value is the slag skin value of the blast furnace section at a preset angle;

[0035] The first generation module is configured to generate a reference mapping degree mean value based on the target reference mapping degree value;

[0036] The second determination module is configured to determine the blast furnace section angle furnace type grade corresponding to the blast furnace section angle slag skin value based on the fact that the reference mapping degree mean value is within the mapping standard threshold range and according to the corresponding relationship between the target historical slag skin thickness profile reference data and the furnace type grade;

[0037] The second generation module is configured to generate a full-angle operating furnace type activity index based on the blast furnace section angle furnace type grade;

[0038] The third generation module is configured to generate a full-angle furnace type status based on the full-angle operating furnace type activity index;

[0039] A fourth generation module, configured to generate an evaluation result of the operating furnace profile state based on the full-angle furnace profile state and the blast furnace section angle furnace profile grade.

[0040] According to a third aspect of the embodiments of the present specification, a computing device is provided, including:

[0041] A memory and a processor;

[0042] The memory is used to store computer-executable instructions, and the processor is used to execute the computer-executable instructions. When the computer-executable instructions are executed by the processor, the steps of the above-described method for evaluating the furnace profile state are implemented.

[0043] According to a fourth aspect of the embodiments of the present specification, a computer-readable storage medium is provided, which stores computer-executable instructions. When the instructions are executed by a processor, the steps of the above-described method for evaluating the furnace profile state are implemented.

[0044] According to a fifth aspect of the embodiments of the present specification, a computer program is provided. When the computer program is executed on a computer, the computer is made to execute the steps of the above-described method for evaluating the furnace profile state.

[0045] An embodiment of the present specification implements a method, device, storage medium, and computing device for evaluating the furnace profile state. The method includes: based on historical slag skin thickness profile reference data, determining, according to the blast furnace section angle slag skin value, the target historical slag skin thickness profile reference data and the target reference mapping degree value corresponding to the blast furnace section angle slag skin value; generating an average reference mapping degree based on the target reference mapping degree value; based on the average reference mapping degree being within the mapping standard threshold range, determining the blast furnace section angle furnace profile grade corresponding to the blast furnace section angle slag skin value according to the correspondence between the target historical slag skin thickness profile reference data and the furnace profile grade; generating a full-angle operating furnace profile activity index based on the blast furnace section angle furnace profile grade; generating a full-angle furnace profile state based on the full-angle operating furnace profile activity index; and generating an evaluation result of the operating furnace profile state based on the full-angle furnace profile state and the blast furnace section angle furnace profile grade, so as to evaluate the result accurately, conform to the actual situation, and have strong adaptability based on actual blast furnace data. Description of the Drawings

[0046] Figure 1 It is a flowchart of a method for evaluating the furnace profile state provided by an embodiment of the present specification;

[0047] Figure 2 It is a schematic diagram of a blast furnace section provided by an embodiment of the present specification;

[0048] Figure 3 It is a schematic diagram of an evaluation provided by an embodiment of the present specification;

[0049] Figure 4 An online evaluation flow chart provided for an embodiment of this specification;

[0050] Figure 5 A structural schematic diagram of an evaluation device for a furnace type state provided for an embodiment of this specification;

[0051] Figure 6 A structural schematic diagram of a computing device provided for an embodiment of this specification. Detailed implementation manners

[0052] Many specific details are set forth in the following description in order to provide a thorough understanding of this specification. However, this specification can be implemented in many other ways different from those described herein, and those skilled in the art can make similar extensions without departing from the connotation of this specification. Therefore, this specification is not limited by the specific implementations disclosed below.

[0053] The terms used in one or more embodiments of this specification are for the purpose of describing specific embodiments only and are not intended to limit one or more embodiments of this specification. The singular forms "a" and "the" used in one or more embodiments of this specification and the appended claims are also intended to include the plural forms unless the context clearly dictates otherwise. It should also be understood that the term "and / or" used in one or more embodiments of this specification refers to and encompasses any and all possible combinations of one or more of the associated listed items.

[0054] It should be understood that although the terms first, second, etc. may be used in one or more embodiments of this specification to describe various information, such information should not be limited to these terms. These terms are only used to distinguish the same type of information from each other. For example, without departing from the scope of one or more embodiments of this specification, the first may also be referred to as the second, and similarly, the second may also be referred to as the first. Depending on the context, the word "if" as used herein may be interpreted as "when" or "while" or "in response to determining".

[0055] In this specification, an evaluation method for the furnace type state is provided. This specification is also related to an evaluation device for the furnace type state, a computing device, and a computer-readable storage medium, which will be described in detail one by one in the following embodiments.

[0056] Figure 1 A flow chart of an evaluation method for a furnace type state provided for an embodiment of this specification, as Figure 1 shown, the method includes:

[0057] Step 101: Based on the historical slag skin thickness profile reference data, the computing device determines the target historical slag skin thickness profile reference data and the target reference mapping degree value corresponding to the blast furnace section angle slag skin value according to the blast furnace section angle slag skin value. The blast furnace section angle slag skin value is the slag skin value of the blast furnace section at a preset angle.

[0058] In some embodiments, the computing device includes, but is not limited to, mobile phones, servers, laptop computers, desktop computers, wearable devices, etc. The blast furnace can be pre-divided into n sections, and the blast furnace section can be one of the n blast furnace sections; each blast furnace section can be further divided into m angles to achieve multi-section and multi-angle data collection and analysis of the blast furnace, where n is an integer greater than or equal to 1, and m is an integer greater than or equal to 1.

[0059] For example, Figure 2 FIG. is a schematic diagram of a blast furnace section provided in an embodiment of this specification, as Figure 2 shown, the blast furnace is divided into 3 sections, from top to bottom are the furnace shaft , the furnace waist and the hearth , and each blast furnace section is further divided into 4 angles, from left to right are the first angle , the second angle , the third angle and the fourth angle . The computing device first generates the blast furnace section angle slag skin values corresponding to different angles of each blast furnace section according to the different angles of the blast furnace section, so as to generate , , …, respectively corresponding blast furnace section angle slag skin values.

[0060] The target historical slag skin thickness profile reference data is the historical slag skin thickness profile reference data that is most similar to the mapping degree of the blast furnace section angle slag skin value. The target reference mapping degree value is the value of the mapping degree between the blast furnace section angle slag skin value and the target historical slag skin thickness profile reference data. As Figure 2 shown, the , , …, respectively corresponding target reference mapping degree values are obtained.

[0061] Step 102: The computing device generates a reference mapping degree mean value based on the target reference mapping degree value.

[0062] In some embodiments, as Figure 2 shown, the computing device will perform a mean value operation on the , , …, respectively corresponding target reference mapping degree values to obtain the reference mapping degree mean value.

[0063] Alternatively, when the number of target reference mapping degree values is 1, use the target reference mapping degree value as the reference mapping degree average value.

[0064] Step 103: When the computing device determines that the reference mapping degree average value is within the mapping standard threshold range, based on the correspondence between the target historical slag skin thickness profile reference data and the furnace type grade, determine the blast furnace section angle furnace type grade corresponding to the blast furnace section angle slag skin value.

[0065] In some embodiments, set the mapping standard threshold range according to blast furnace experience. For example, set the mapping threshold according to blast furnace experience, and use the range greater than or equal to the mapping threshold as the mapping standard threshold range. When the reference mapping degree average value is within the range greater than or equal to the mapping threshold, it indicates that the reference mapping degree average value is within the mapping standard threshold range. At the same time, the reference mapping degree average value also reflects a relatively high mapping degree between the blast furnace section angle slag skin value and the target historical slag skin thickness profile reference data.

[0066] Based on the correspondence between the historical slag skin thickness profile reference data and the furnace type grade, as well as the correspondence between the blast furnace section angle slag skin value and the target historical slag skin thickness profile reference data, the computing device uses the furnace type grade corresponding to the target historical slag skin thickness profile reference data as the blast furnace section angle furnace type grade corresponding to the blast furnace section angle slag skin value.

[0067] The blast furnace section angle furnace type grade includes grade 1, grade 2, or grade 3. The higher the blast furnace section angle furnace type grade, the better the furnace type state; alternatively, the blast furnace section angle furnace type grade includes excellent grade, general grade, or poor grade. This embodiment does not limit the furnace type grade.

[0068] Step 104: The computing device generates a full-angle operation furnace type activity index based on the blast furnace section angle furnace type grade.

[0069] In some embodiments, the computing device obtains at least one blast furnace section angle furnace type grade based on at least one angle of at least one blast furnace section, and then combines the angle activity to set the weight factor for each angle to obtain the full-angle operation furnace type activity index.

[0070] Step 105: The computing device generates a full-angle furnace type state based on the full-angle operation furnace type activity index.

[0071] In some embodiments, the computing device can pre-divide the boundaries of the full-angle operation furnace type activity index and formulate corresponding state rules. For example, the full-angle furnace type state includes excellent state, general state, or poor state, etc.

[0072] Step 106: The computing device generates an operation furnace type state evaluation result based on the full-angle furnace type state and the blast furnace section angle furnace type grade.

[0073] In some embodiments, the computing device modifies the full-angle furnace profile state based on blast furnace experience and with reference to the blast furnace section angle furnace profile level, making the modified full-angle furnace profile state more in line with the actual state. The operating furnace profile state evaluation result includes the modified full-angle furnace profile state. The operating furnace profile state evaluation result may also include at least one of the blast furnace section angle furnace profile level, the full-angle furnace profile state, the full-angle operating furnace profile activity index, and the blast furnace section angle slag skin value.

[0074] An embodiment of this specification provides a method for evaluating a furnace profile state. Based on historical slag skin thickness profile reference data, according to the blast furnace section angle slag skin value, the target historical slag skin thickness profile reference data and the target reference mapping degree value corresponding to the blast furnace section angle slag skin value are determined. The blast furnace section angle slag skin value is the slag skin value of the blast furnace section at a preset angle; a reference mapping degree average value is generated based on the target reference mapping degree value; based on the reference mapping degree average value being within the mapping standard threshold range, according to the correspondence between the target historical slag skin thickness profile reference data and the furnace profile level, the blast furnace section angle furnace profile level corresponding to the blast furnace section angle slag skin value is determined; based on the blast furnace section angle furnace profile level, a full-angle operating furnace profile activity index is generated; based on the full-angle operating furnace profile activity index, a full-angle furnace profile state is generated; based on the full-angle furnace profile state and the blast furnace section angle furnace profile level, an operating furnace profile state evaluation result is generated. Thus, based on actual blast furnace data, without the need to add auxiliary equipment and without other cost burdens, according to the blast furnace section angle slag skin value collected in real time, by making a similarity match with the historical slag skin thickness profile reference data, the reference mapping degree average value is obtained; when the reference mapping degree average value is within the mapping standard threshold range, the target reference mapping degree value between the blast furnace section angle slag skin value and the historical slag skin thickness profile reference data is relatively high, and then the blast furnace section angle furnace profile level is determined, and then the full-angle furnace profile state is obtained. Based on the blast furnace section angle furnace profile level, the full-angle furnace profile state is further modified to obtain the final operating furnace profile state evaluation result. The evaluation result is accurate, conforms to the actual situation, has strong adaptability and interpretability, and can effectively assist operators in controlling the operating furnace profile state of the blast furnace and improving the stable and smooth operation level of the blast furnace.

[0075] In this specification, Figure 2 This is only an example of the blast furnace sections divided by the blast furnace and the angles divided by the blast furnace sections, and does not limit the number of sections and the number of angles divided by the blast furnace. For example, the blast furnace can also be divided into 5 sections, and the angles can be divided into 2, etc., which will not be listed one by one here. The number of sections and the number of angles divided by the blast furnace can be arbitrarily matched according to settings, actual needs, etc., and there is no proportional limit on the number of sections and the number of angles divided by the blast furnace.

[0076] In a possible implementation manner, before step 103, it further includes: step 1001, the computing device generates key parameters of the furnace profile state based on historical slag skin data and smelting data.

[0077] In some embodiments, the slag crust refers to the layer of slag adhering to the furnace wall, and the condensates in the high heat load area and the low heat load area can be collectively referred to as the slag crust. The computing device collects the historical data of the slag crust thickness at different heights and angles of the blast furnace as the historical slag crust data, and also collects data such as the historical operation data, the historical status data, the historical economic index data, and the slag-iron quality data of the blast furnace as the smelting data.

[0078] The computing device performs data standardization processing on the historical slag crust data and the smelting data to generate historical slag crust standard data and smelting standard data; based on the historical slag crust standard data and the smelting standard data, key parameters of the furnace shape state are generated.

[0079] The computing device integrates the historical slag crust data and the smelting data based on the time series, and applies methods such as blast furnace experience and interpolation method to process the data for abnormal phenomena such as inconsistent data frequencies, outliers, and missing values, to obtain the historical slag crust standard data and the smelting standard data.

[0080] The key parameters of the furnace shape state include at least one of the parameters such as hot metal quality, slag quality, gas utilization rate, fuel ratio, slag crust stability index, and slag crust uniformity index.

[0081] Step 1002: The computing device generates grid interval values of the key parameters based on the key parameters of the furnace shape state.

[0082] In some embodiments, the computing device determines the grid interval values of the key parameters corresponding to the furnace shape state based on the grid interval range corresponding to the key parameters of the furnace shape state.

[0083] When the key parameters of the furnace shape state include parameters such as hot metal quality, slag quality, gas utilization rate, fuel ratio, slag crust stability index, and slag crust uniformity index, the computing device grids the parameters of hot metal quality, slag quality, gas utilization rate, fuel ratio, slag crust stability index, and slag crust uniformity index respectively to obtain grid interval values of hot metal quality, grid interval values of slag quality, grid interval values of gas utilization rate, grid interval values of fuel ratio, grid interval values of slag crust stability index, grid interval values of slag crust uniformity index, etc. For example, the hot metal quality corresponds to 3 grid interval ranges of hot metal quality, and the grid interval values corresponding to the grid interval ranges of hot metal quality are 1, 2, or 3; the computing device determines the grid interval values of hot metal quality based on the grid interval range of hot metal quality corresponding to the hot metal quality and the grid interval values corresponding to the grid interval range of hot metal quality.

[0084] Step 1003: The computing device determines the furnace type grade based on the grid interval values of the key parameters through blast furnace experience.

[0085] In some embodiments, based on blast furnace experience, a general rule for the universality level of the operating furnace profile is established. The calculation device determines the furnace profile level corresponding to the key parameter grid interval value through fuzzy matching according to the general rule for the universality level of the operating furnace profile.

[0086] For example, when the molten iron quality interval is 2, the slag quality interval is 2, the gas utilization rate interval is 2, the fuel ratio interval is 2, the slag skin stability index interval is 2, and the slag skin uniformity index interval is 2, the calculation device determines that the operating furnace profile status level is level 2 according to the general rule for the universality level of the operating furnace profile through fuzzy matching. When the data is in the molten iron quality interval 3, the slag quality interval 3, the gas utilization rate interval 3, the fuel ratio interval 3, the slag skin stability index interval 3, and the slag skin uniformity index interval 3, the calculation device determines that the operating furnace profile status level is level 3 according to the general rule for the universality level of the operating furnace profile through fuzzy matching.

[0087] Step 1004: The calculation device divides the historical slag skin data based on the divided blast furnace angle segments through a statistical method to generate the preset height slag skin mean value corresponding to the blast furnace angle segments.

[0088] In some embodiments, the blast furnace sections and the angles of the blast furnace sections are pre-divided. The historical slag skin data is divided based on different heights of each angle to obtain the historical slag skin height data. The mean value operation is performed on the historical slag skin height data at the same height of different angles to obtain the preset height slag skin mean value at different heights.

[0089] Figure 3 This is an evaluation schematic diagram provided by an embodiment of this specification. As Figure 3 shown, it includes 5 parts. Figure 3 Part 1 in it shows determining the operating furnace profile level according to the parameter interval. The operating furnace profile level can include level 1, level 2, or level 3. When the interval corresponding to parameter 1 is 1, the interval corresponding to parameter 2 is 1, and the interval corresponding to parameter 3 is 1, it is determined that the operating furnace profile level is level 1; when the interval corresponding to parameter 1 is 2, the interval corresponding to parameter 2 is 2, and the interval corresponding to parameter 3 is 2, it is determined that the operating furnace profile level is level 2; when the interval corresponding to parameter 1 is 3, the interval corresponding to parameter 2 is 3, and the interval corresponding to parameter 3 is 3, it is determined that the operating furnace profile level is level 3. Figure 3 Part 2 in it shows dividing the blast furnace into 3 sections, and each section is further divided into 4 directions. The historical slag skin thickness data at different heights in each direction is collected to obtain the mean value of the historical slag skin thickness data.

[0090] As Figure 3 shown in Part 2 in it, 9 preset height slag skin mean values at different heights are obtained. For example, the first preset height slag skin mean value from top to bottom is obtained by performing a mean value operation on the historical slag skin height data at the same height of the furnace stack.

[0091] Step 1005: The computing device generates historical slag skin thickness profile reference data based on the preset average slag skin value at a preset height.

[0092] In some embodiments, the slag skin thickness profile of the blast furnace is represented by the preset average slag skin values at different heights, and the historical slag skin thickness profile reference data includes multiple preset average slag skin values.

[0093] As Figure 3 shown in Part 3 of , the slag skin thickness profiles of three blast furnace sections are respectively shown. Taking the furnace body as an example, the furnace body corresponds to three preset average slag skin values. Assuming that the first slag skin thickness profile from left to right is the slag skin thickness profile corresponding to the furnace body, the slag skin thickness profile of the furnace body is represented by the three preset average slag skin values corresponding to the furnace body, and the furnace type grade is matched with the slag skin thickness profile to obtain the furnace type grade - slag skin thickness profile reference pattern.

[0094] Step 1006: The computing device determines the corresponding relationship between the historical slag skin thickness profile reference data and the furnace type grade based on the historical slag skin thickness profile reference data and the furnace type grade.

[0095] In some embodiments, the computing device determines the furnace type grade through Steps 1001 - 1003, then determines the historical slag skin thickness profile reference data through Steps 1004 - 1005, and directly corresponds the historical slag skin thickness profile reference data with the furnace type grade.

[0096] For example, as Figure 3 shown, assuming that the operating furnace type grade is determined to be Grade 3 in Part 1, then the furnace type grade corresponding to the historical slag skin thickness profile reference data obtained in Part 3 is Grade 3.

[0097] In addition, Steps 1004 to 1005 can be executed before Step 1001, or can be executed before Step 101. Steps 1001 to 1003 can be executed before Step 1004, or can be executed before Step 103. Alternatively, Steps 1004 to 1005 are executed before Step 101, and Steps 004 to 1005 are executed before Step 103. The execution order of the steps is not limited in this specification.

[0098] In a possible implementation manner, Step 101 may specifically include:

[0099] Step 1011: The computing device performs similarity matching on the blast furnace section angular slag skin value and the historical slag skin thickness profile reference data through a regularization mapping technique to generate a reference mapping degree value corresponding to the historical slag skin thickness profile reference data.

[0100] In some embodiments, the computing device performs a similarity match between the current blast furnace section angle slag skin value and the previously generated historical slag skin thickness profile reference data, determines the similarity between the blast furnace section angle slag skin value and at least one historical slag skin thickness profile reference data, and uses the similarity between the blast furnace section angle slag skin value and the historical slag skin thickness profile reference data as the reference mapping degree value corresponding to the historical slag skin thickness profile reference data. The larger the reference mapping degree value, the higher the similarity between the blast furnace section angle slag skin value and the historical slag skin thickness profile reference data.

[0101] As Figure 3 shown in part 4 of [], the blast furnace is divided into three sections: the furnace shaft, the furnace waist, and the furnace belly. Each section is further divided into four angles. The blast furnace section angle slag skin value refers to the slag skin values at different heights corresponding to a certain angle in the blast furnace section, thereby obtaining the current slag skin thickness profile for each angle in the blast furnace section. The current slag skin thickness profile is represented by the blast furnace section angle slag skin value. The computing device performs a similarity match between the current slag skin thickness profile and multiple different historical slag skin thickness profile reference data to obtain the reference mapping degree values corresponding to the multiple historical slag skin thickness profile reference data.

[0102] Step 1012: The computing device determines the maximum reference mapping degree value based on the reference mapping degree values corresponding to the historical slag skin thickness profile reference data, and uses the maximum value as the target reference mapping degree value.

[0103] In some embodiments, the computing device compares the reference mapping degree values corresponding to the multiple historical slag skin thickness profile reference data to determine the maximum reference mapping degree value. Alternatively, when the number of reference mapping degree values is 1, the computing device uses the reference mapping degree value as the maximum reference mapping degree value.

[0104] Step 1013: The computing device determines the target historical slag skin thickness profile reference data based on the historical slag skin thickness profile reference data corresponding to the target reference mapping degree value.

[0105] In some embodiments, the computing device uses the historical slag skin thickness profile reference data corresponding to the target reference mapping degree value as the target historical slag skin thickness profile reference data.

[0106] The computing device executes steps 1011 - 1013 to generate the target historical slag skin thickness profile reference data and the target reference mapping degree value corresponding to a single angle in the blast furnace section. When the blast furnace is divided into multiple blast furnace sections and / or multiple angles are divided, the computing device repeatedly executes steps 1011 - 1013 until the target historical slag skin thickness profile reference data and the target reference mapping degree value corresponding to each angle in the blast furnace section are calculated.

[0107] In a possible implementation, step 102 may specifically include: when the number of target reference mapping degree values is multiple, it indicates that the blast furnace is divided into multiple blast furnace segments, and / or multiple angles are divided. The calculation device performs a mean operation on the multiple target reference mapping degree values to generate a reference mapping degree mean. Or, when the number of target reference mapping degree values is 1, the calculation device uses the target reference mapping degree value as the reference mapping degree mean.

[0108] In a possible implementation, step 103 may specifically include: when the reference mapping degree mean is within the mapping standard threshold range, the calculation device uses the furnace type grade corresponding to the target historical slag skin thickness profile reference data as the blast furnace segment angle furnace type grade corresponding to the blast furnace segment angle slag skin value.

[0109] In some embodiments, as Figure 3 shown in part 4 of

[0110] In a possible implementation, step 104 may specifically include:

[0111] Step 1041: The calculation device generates a single-angle operating furnace type status value based on the blast furnace segment angle furnace type grade.

[0112] In some embodiments, the calculation device determines the grade scores corresponding to multiple blast furnace segment angle furnace type grades; performs a weighted sum operation on the grade scores and the blast furnace segment weight factor corresponding to the blast furnace segment to generate a single-angle operating furnace type status value.

[0113] When the scores corresponding to the three levels of the furnace belly position operation furnace type, namely level 1, level 2, and level 3, are D11, D12, and D13 respectively, the scores corresponding to the three levels of the furnace waist position operation furnace type, namely level 1, level 2, and level 3, are D21, D22, and D23 respectively, and the scores corresponding to the three levels of the furnace body position operation furnace type, namely level 1, level 2, and level 3, are D31, D32, and D33 respectively, and when the weight factors corresponding to the furnace belly, furnace waist, and furnace body are set as Q1, Q2, and Q3 respectively by applying the spatial weight dynamic function, assuming that the scores corresponding to the operation furnace type levels at the first angle of the furnace belly, the first angle of the furnace waist, and the first angle of the furnace body are D11, D22, and D33 respectively, based on the weighted summation operation, calculate the first product of the furnace belly weight factor Q1 and the score D11 corresponding to the first angle of the furnace belly, the second product of the furnace waist weight factor Q2 and the score D22 corresponding to the first angle of the furnace waist, and the third product of the furnace body weight factor Q3 and the score D33 corresponding to the first angle of the furnace body; add the first product, the second product, and the third product to obtain the single - angle operation furnace type state value. The calculation formula for the single - angle operation furnace type state value corresponding to the first angle can be expressed as A1 = Q1 * D11+Q2 * D22+Q3 * D33, where A1 represents the single - angle operation furnace type state value corresponding to the first angle.

[0114] As Figure 3 shown in part 4, four angles are divided for the blast furnace, and the single - angle operation furnace type state value corresponding to each angle is calculated, obtaining the single - angle operation furnace type state values A1, A2, A3, and A4 corresponding to the first angle , the second angle , the third angle and the fourth angle respectively.

[0115] Step 1042: The calculation device generates the full - angle operation furnace type activity index based on the single - angle operation furnace type state value.

[0116] In some embodiments, the calculation device determines the single - angle weight factor corresponding to a single angle; through the weighted summation operation, based on the single - angle weight factor and the single - angle operation furnace type state value, the full - angle operation furnace type activity index is generated.

[0117] For example, as Figure 3 shown in part 5, angle 1 is the first angle , state A1 is the single - angle operation furnace type state value corresponding to the first angle , and weight J1 is the first angle The corresponding single - angle weight factor is J1; similarly, the single - angle operating furnace type state values corresponding to 4 angles respectively and the corresponding single - angle weight factors are known. The formula for the full - angle operating furnace type activity index can be expressed as G = A1*J1 + A2*J2 + A3*J3 + A4*J4, where G represents the full - angle operating furnace type activity index, thus obtaining the activity index of the three - dimensional full - angle of the blast furnace.

[0118] In a possible implementation manner, step 105 may specifically include:

[0119] Step 1051, the computing device determines the target state interval corresponding to the full - angle operating furnace type activity index.

[0120] In some embodiments, multiple state intervals are preset, and the state intervals correspond to the furnace type states. The state interval where the full - angle operating furnace type activity index is located is used as the target state interval.

[0121] Step 1052, the computing device determines the target furnace type state corresponding to the full - angle operating furnace type activity index based on the correspondence between the target state interval and the furnace type state, and uses the target furnace type state as the full - angle furnace type state.

[0122] In some embodiments, for example, 3 state intervals are preset, namely state interval 1, state interval 2, and state interval 3. The furnace type states include excellent state, general state, and poor state; among them, state interval 1 corresponds to the excellent state, state interval 2 corresponds to the general state, and state interval 3 corresponds to the poor state. When the current state interval is state interval 1, the full - angle furnace type state is determined to be the excellent state.

[0123] As Figure 3 shown in part 5 of , the full - angle state is obtained based on the full - angle score.

[0124] In a possible implementation manner, the evaluation result of the operating furnace type state includes the furnace type correction state. Step 106 may specifically include: the computing device corrects the full - angle furnace type state through the blast furnace section angle furnace type grade to generate the furnace type correction state.

[0125] In some embodiments, when the blast furnace section angle furnace type grade is too low or too high, the full - angle furnace type state can be appropriately corrected to make the full - angle furnace type state downshift or upshift appropriately.

[0126] The computing device displays the evaluation result of the operating furnace type state, enabling relevant personnel to know the furnace type state in real - time and more directly.

[0127] In a possible implementation manner, after step 102, it further includes: step 107, the computing device updates the mapping standard threshold range based on the fact that the mean value of the reference mapping degree is outside the mapping standard threshold range, and executes step 101.

[0128] In some embodiments, the mapping standard threshold range is a range greater than or equal to the mapping threshold. The computing device updates the mapping standard threshold range based on the mean of the reference mapping degree being less than the mapping threshold. In addition, at least one of the corresponding relationship between the historical slag skin thickness profile reference data and the furnace type grade, the state interval, the blast furnace section weight factor, the single angle weight factor, and the grade score can be updated.

[0129] Figure 4 The following is a flowchart of an online evaluation provided by an embodiment of this specification. As Figure 4 shown, the computing device collects historical data on the blast furnace slag skin thickness and smelting data to obtain key parameters of the furnace type state; obtains the key parameters of the grid-shaped furnace type state through blast furnace experience; establishes a general rule for the blast furnace operating furnace type grade through fuzzy matching to correspond the key parameters of the grid-shaped furnace type state with the furnace type grade; applies statistics and spatial segmentation to establish a blast furnace operating furnace type grade - slag skin thickness profile reference model; uses a spatial weight dynamic function to assign a weight factor to the blast furnace section, and through regular mapping, generates a blast furnace single angle three-stage operating furnace type grade evaluation and mapping degree; obtains the mean value of the mapping degree based on the mapping degree; when the mean value of the mapping degree is greater than or equal to the mapping threshold, generates a blast furnace three-dimensional full-angle operating furnace type state evaluation through angle activity; the real-time evaluation result of the blast furnace three-dimensional operating furnace type includes the blast furnace three-dimensional full-angle operating furnace type state evaluation. When the mean value of the mapping degree is less than the mapping threshold, an adaptive update mechanism is started to re-collect the historical data on the blast furnace slag skin thickness and smelting data.

[0130] An embodiment of this specification provides a method for evaluating the furnace type state. Based on the historical slag skin thickness profile reference data, according to the slag skin value at the blast furnace section angle, the target historical slag skin thickness profile reference data and the target reference mapping degree value corresponding to the slag skin value at the blast furnace section angle are determined. The slag skin value at the blast furnace section angle is the slag skin value at a preset angle of the blast furnace section. A reference mapping degree average value is generated based on the target reference mapping degree value. Based on the fact that the reference mapping degree average value is within the mapping standard threshold range, according to the corresponding relationship between the target historical slag skin thickness profile reference data and the furnace type grade, the blast furnace section angle furnace type grade corresponding to the slag skin value at the blast furnace section angle is determined. Based on the blast furnace section angle furnace type grade, a full-angle operation furnace type activity index is generated. Based on the full-angle operation furnace type activity index, a full-angle furnace type state is generated. Based on the full-angle furnace type state and the blast furnace section angle furnace type grade, an operation furnace type state evaluation result is generated. Thus, based on the actual blast furnace data, without the need to add auxiliary equipment and without other cost burdens, according to the slag skin value at the blast furnace section angle collected in real time, by making a similarity match with the historical slag skin thickness profile reference data, the reference mapping degree average value is obtained. When the reference mapping degree average value is within the mapping standard threshold range, the target reference mapping degree value of the slag skin value at the blast furnace section angle and the historical slag skin thickness profile reference data is relatively high. Then, the blast furnace section angle furnace type grade is determined, and then the full-angle furnace type state is obtained. The full-angle furnace type state is further corrected according to the blast furnace section angle furnace type grade to obtain the final operation furnace type state evaluation result. And in practical applications, usually, multiple blast furnace sections and multiple angles are analyzed. The evaluation mechanism deeply integrates intelligent technology and on-site experience. The evaluation process comprehensively considers and analyzes from a three-dimensional space. The evaluation result is accurate, conforms to the actual situation, has strong adaptability and interpretability, can effectively assist operators in controlling the operation furnace type state of the blast furnace, can evaluate the operation furnace type state dynamically and accurately for a long time, is convenient for relevant personnel to know and adjust the furnace type state, is convenient for furnace condition management, and improves the stable and smooth operation level of the blast furnace.

[0131] Corresponding to the above method embodiment, this specification also provides an embodiment of an evaluation device for furnace type state. Figure 5 As shown in the structural schematic diagram of an evaluation device for furnace type state provided by an embodiment of this specification, Figure 5 As shown, the device includes: a first determination module 501, a first generation module 502, a second determination module 503, a second generation module 504, a third generation module 505, and a fourth generation module 506. The first determination module 501 is connected to the first generation module 502, the first generation module 502 is connected to the second determination module 503, the second determination module 503 is connected to the second generation module 504, the second generation module 504 is connected to the third generation module 505, and the third generation module 505 is connected to the fourth generation module 506.

[0132] The first determination module 501 is configured to: based on the historical slag skin thickness profile reference data, determine the target historical slag skin thickness profile reference data and the target reference mapping degree value corresponding to the blast furnace section angle slag skin value according to the blast furnace section angle slag skin value, where the blast furnace section angle slag skin value is the slag skin value of the blast furnace section at a preset angle; the first generation module 502 is configured to: generate an average reference mapping degree based on the target reference mapping degree value; the second determination module 503 is configured to: based on the average reference mapping degree being within the mapping standard threshold range, determine the blast furnace section angle furnace type grade corresponding to the blast furnace section angle slag skin value according to the correspondence between the target historical slag skin thickness profile reference data and the furnace type grade; the second generation module 504 is configured to: generate a full-angle operation furnace type activity index based on the blast furnace section angle furnace type grade; the third generation module 505 is configured to: generate a full-angle furnace type state based on the full-angle operation furnace type activity index; the fourth generation module 506 is configured to: generate an operation furnace type state evaluation result based on the full-angle furnace type state and the blast furnace section angle furnace type grade.

[0133] In a possible implementation manner, the device further includes: a third determination module 507. The third determination module 507 is connected to the second determination module 503.

[0134] The third determination module 507 is configured to: generate key parameters of the furnace type state based on the historical slag skin data and the smelting data; generate key parameter grid interval values based on the key parameters of the furnace type state; determine the furnace type grade based on the key parameter grid interval values through blast furnace experience; divide the historical slag skin data based on the divided blast furnace angle sections through statistical methods to generate the average slag skin thickness at a preset height corresponding to the blast furnace angle sections; generate the historical slag skin thickness profile reference data based on the average slag skin thickness at a preset height; determine the correspondence between the historical slag skin thickness profile reference data and the furnace type grade based on the historical slag skin thickness profile reference data and the furnace type grade.

[0135] In a possible implementation manner, the first determination module 501 is configured to: perform similarity matching on the blast furnace section angle slag skin value and the historical slag skin thickness profile reference data through a regularization mapping technique to generate a reference mapping degree value corresponding to the historical slag skin thickness profile reference data; determine the maximum reference mapping degree based on the reference mapping degree value corresponding to the historical slag skin thickness profile reference data, and use the maximum value as the target reference mapping degree value; determine the target historical slag skin thickness profile reference data based on the historical slag skin thickness profile reference data corresponding to the target reference mapping degree value.

[0136] In a possible implementation manner, the second generation module 504 is configured to: generate a single-angle operation furnace type state value based on the blast furnace section angle furnace type grade; generate a full-angle operation furnace type activity index based on the single-angle operation furnace type state value.

[0137] In a possible implementation, the second generation module 504 is configured to: determine the grade scores corresponding to multiple blast furnace section angle furnace type grades; perform a weighted sum operation on the grade scores and the blast furnace section weight factors corresponding to the blast furnace sections to generate a single angle operating furnace type status value.

[0138] In a possible implementation, the third generation module 505 is configured to: determine the target status interval corresponding to the full angle operating furnace type activity index; based on the correspondence between the target status interval and the furnace type status, determine the target furnace type status corresponding to the full angle operating furnace type activity index, and use the target furnace type status as the full angle furnace type status.

[0139] In a possible implementation, the device further includes an update module 508. The update module 508 is connected to the first generation module 502.

[0140] The update module 508 is configured to: based on the fact that the mean of the reference mapping degree is outside the mapping standard threshold range, update the mapping standard threshold range, and perform the steps of determining the target historical slag skin thickness profile reference data and the target reference mapping degree value corresponding to the blast furnace section angle slag skin value according to the historical slag skin thickness profile reference data.

[0141] An embodiment of this specification provides an evaluation device for the furnace type state. The first determination module is configured to determine the target historical slag skin thickness profile reference data and the target reference mapping degree value corresponding to the blast furnace section angle slag skin value based on the historical slag skin thickness profile reference data and according to the blast furnace section angle slag skin value, where the blast furnace section angle slag skin value is the slag skin value of the blast furnace section at a preset angle; the first generation module is configured to generate an average reference mapping degree based on the target reference mapping degree value; the second determination module is configured to determine the blast furnace section angle furnace type grade corresponding to the blast furnace section angle slag skin value according to the corresponding relationship between the target historical slag skin thickness profile reference data and the furnace type grade based on the average reference mapping degree being within the mapping standard threshold range; the second generation module is configured to generate a full-angle operation furnace type activity index based on the blast furnace section angle furnace type grade; the third generation module is configured to generate a full-angle furnace type state based on the full-angle operation furnace type activity index; the fourth generation module is configured to generate an evaluation result of the operation furnace type state based on the full-angle furnace type state and the blast furnace section angle furnace type grade. Thus, based on the actual blast furnace data, without the need to add auxiliary equipment and without other cost burdens, according to the blast furnace section angle slag skin value collected in real time, by making a similarity match with the historical slag skin thickness profile reference data, the average reference mapping degree is obtained; when the average reference mapping degree is within the mapping standard threshold range, the target reference mapping degree value of the blast furnace section angle slag skin value and the historical slag skin thickness profile reference data is relatively high, and then the blast furnace section angle furnace type grade is determined, and then the full-angle furnace type state is obtained. The full-angle furnace type state is further corrected according to the blast furnace section angle furnace type grade to obtain the final evaluation result of the operation furnace type state. And in practical applications, usually multiple blast furnace sections and multiple angles are analyzed. The evaluation mechanism deeply integrates intelligent technology and on-site experience. The evaluation process comprehensively considers and analyzes from a three-dimensional space. The evaluation result is accurate, conforms to the actual situation, has strong adaptability and interpretability, can effectively assist the operator in controlling the blast furnace operation furnace type state, can evaluate the operation furnace type state dynamically and accurately for a long time, and improves the stable and smooth operation level of the blast furnace.

[0142] The above is a schematic solution of an evaluation device for the furnace type state of this embodiment. It should be noted that the technical solution of this evaluation device for the furnace type state belongs to the same concept as the technical solution of the above evaluation method for the furnace type state. For the details not described in detail in the technical solution of this evaluation device for the furnace type state, reference can be made to the description of the technical solution of the above evaluation method for the furnace type state.

[0143] Figure 6 As shown in the structural schematic diagram of a computing device 600 provided by an embodiment of this specification Figure 6 shown, the components of the computing device 600 include but are not limited to a memory 610 and a processor 620. The processor 620 is connected to the memory 610 through a bus 630, and a database 650 is used to store data.

[0144] The computing device 600 also includes an access device 640, which enables the computing device 600 to communicate via one or more networks 660. Examples of such networks include the Public Switched Telephone Network (PSTN), Local Area Network (LAN), Wide Area Network (WAN), Personal Area Network (PAN), or a combination of communication networks such as the Internet. The access device 640 may include one or more of any type of wired or wireless network interface (e.g., a network interface controller (NIC)), such as an IEEE 802.11 Wireless Local Area Network (WLAN) wireless interface, a Worldwide Interoperability for Microwave Access (Wi-MAX) interface, an Ethernet interface, a Universal Serial Bus (USB) interface, a cellular network interface, a Bluetooth interface, or a Near Field Communication (NFC) interface.

[0145] In one embodiment of the present specification, the above components of the computing device 600, as well as Figure 5 other components not shown, may also be connected to each other, for example, via a bus. It should be understood that Figure 5 the block diagram of the computing device shown is for illustrative purposes only and is not a limitation on the scope of the present specification. Those skilled in the art may add or replace other components as needed.

[0146] The computing device 600 can be any type of stationary or mobile computing device, including a mobile computer or mobile computing device (e.g., a tablet computer, a personal digital assistant, a laptop computer, a notebook computer, a netbook, etc.), a mobile phone (e.g., a smartphone), a wearable computing device (e.g., a smartwatch, smart glasses, etc.), or other types of mobile devices, or a stationary computing device such as a desktop computer or a Personal Computer (PC). The computing device 600 can also be a mobile or stationary server.

[0147] Among them, the processor 620 is used to execute the following computer-executable instructions. When the computer-executable instructions are executed by the processor, the steps of the above-described method for evaluating the furnace type state are implemented. The above is a schematic solution of a computing device according to this embodiment. It should be noted that the technical solution of this computing device and the technical solution of the above-described method for evaluating the furnace type state belong to the same concept. For the details not described in detail in the technical solution of the computing device, reference can be made to the description of the technical solution of the above-described method for evaluating the furnace type state.

[0148] An embodiment of this specification also provides a computer-readable storage medium that stores computer-executable instructions. When the computer-executable instructions are executed by a processor, the steps of the above-described method for evaluating the furnace type state are implemented.

[0149] The above is a schematic solution of a computer-readable storage medium according to this embodiment. It should be noted that the technical solution of this storage medium and the technical solution of the above-described method for evaluating the furnace type state belong to the same concept. For the details not described in detail in the technical solution of the storage medium, reference can be made to the description of the technical solution of the above-described method for evaluating the furnace type state.

[0150] An embodiment of this specification also provides a computer program. When the computer program is executed on a computer, the computer is made to execute the steps of the above-described method for evaluating the furnace type state.

[0151] The above is a schematic solution of a computer program according to this embodiment. It should be noted that the technical solution of this computer program and the technical solution of the above-described method for evaluating the furnace type state belong to the same concept. For the details not described in detail in the technical solution of the computer program, reference can be made to the description of the technical solution of the above-described method for evaluating the furnace type state.

[0152] The above describes specific embodiments of this specification. Other embodiments are within the scope of the appended claims. In some cases, the actions or steps recited in the claims can be performed in a different order than in the embodiments and still achieve the desired result. Additionally, the processes depicted in the figures do not necessarily require the particular order or sequential order shown to achieve the desired result. In certain embodiments, multitasking and parallel processing are also possible or may be advantageous.

[0153] The computer instructions include computer program code, which may be in the form of source code, object code, executable files, or some intermediate forms, etc. The computer-readable medium may include: any entity or device capable of carrying the computer program code, recording media, USB flash drives, mobile hard disks, magnetic disks, optical disks, computer memories, read-only memories (ROMs), random access memories (RAMs), electrical carrier signals, telecommunication signals, and software distribution media, etc. It should be noted that the content included in the computer-readable medium may be appropriately increased or decreased according to the requirements of legislation and patent practice within the jurisdiction. For example, in some jurisdictions, according to legislation and patent practice, the computer-readable medium does not include electrical carrier signals and telecommunication signals.

[0154] It should be noted that for the foregoing method embodiments, for the sake of simplicity of description, they are all expressed as a series of action combinations. However, those skilled in the art should be aware that the embodiments of this specification are not limited by the described action sequence, because according to the embodiments of this specification, certain steps may be performed in other sequences or simultaneously. Secondly, those skilled in the art should also be aware that the embodiments described in the specification are all preferred embodiments, and the actions and modules involved are not necessarily essential for the embodiments of this specification.

[0155] In the above embodiments, the descriptions of the various embodiments each have their own focuses. For parts not detailed in a certain embodiment, reference may be made to the relevant descriptions of other embodiments.

[0156] The preferred embodiments of this specification disclosed above are only used to help explain this specification. The alternative embodiments do not describe all the details in detail, nor do they limit the invention to the specific embodiments described. Obviously, many modifications and variations can be made according to the content of the embodiments of this specification. These embodiments are selected and specifically described in this specification to better explain the principles and practical applications of the embodiments of this specification, so that those skilled in the art can well understand and utilize this specification. This specification is only limited by the claims and their full scope and equivalents.

Claims

1. A method for evaluating furnace status, characterized in that: include: Based on the historical slag skin thickness profile benchmark data and the blast furnace section angle slag skin value, determine the target historical slag skin thickness profile benchmark data and the target benchmark mapping value corresponding to the blast furnace section angle slag skin value, wherein the blast furnace section angle slag skin value is the slag skin value of the blast furnace section at a preset angle; generating a reference mapping degree mean value based on the target reference mapping degree value; Based on the fact that the mean value of the benchmark mapping degree is within the mapping standard threshold range, and according to the corresponding relationship between the target historical slag skin thickness profile benchmark data and the furnace type grade, the blast furnace section angle furnace type grade corresponding to the blast furnace section angle slag skin value is determined; Based on the angle furnace type grade of the blast furnace section, generating a full-angle operation furnace type activity index; Based on the full-angle operation furnace type activity index, generating a full-angle furnace type state; Generate an operating furnace profile status evaluation result based on the full-angle furnace profile status and the blast furnace section angle furnace profile grade; The generating of the full-angle operation furnace type activity index based on the blast furnace section angle furnace type grade includes: Based on the blast furnace section angle furnace type grade, generating a single angle operation furnace type state value; Based on the single-angle operation furnace type state value, generating the full-angle operation furnace type activity index; The generating of the full-angle furnace status based on the full-angle operation furnace activity index comprises: Determine the target state interval corresponding to the full-angle operation furnace type activity index; Based on the correspondence between the target state interval and the furnace state, determine the target furnace state corresponding to the full-angle operation furnace activity index, and use the target furnace state as the full-angle furnace state; The generating the full-angle operation furnace type activity index based on the single-angle operation furnace type state value comprises: Determine a single angle weight factor corresponding to a single angle; wherein the single angle is an angle value corresponding to the single angle operation furnace type state value; Generate a full-angle operation furnace type activity index based on the single-angle weight factor and the single-angle operation furnace type state value through a weighted sum operation; The generating of a single-angle operation furnace type state value based on the blast furnace section angle furnace type grade comprises: Determine the grade scores corresponding to the multiple blast furnace section angle furnace type grades; A weighted sum operation is performed on the grade score and the blast furnace section weight factor corresponding to the blast furnace section to generate the single-angle operation furnace type state value.

2. The method according to claim 1, characterized in that Before determining the blast furnace section angle furnace type level corresponding to the blast furnace section angle slag skin value according to the correspondence between the target historical slag skin thickness profile benchmark data and the furnace type level, the method further comprises: Generate key parameters of furnace status based on historical slag data and smelting data; Based on the key parameters of the furnace state, generating key parameter grid interval values; Determine the furnace type grade based on the grid interval values ​​of the key parameters through blast furnace experience; By using a statistical method, the historical slag skin data is divided based on the divided blast furnace angle segments, and a preset slag skin mean value corresponding to the blast furnace angle segment is generated; Based on the preset slag skin height average value, generating the historical slag skin thickness profile benchmark data; Based on the historical slag skin thickness profile benchmark data and the furnace type grade, a corresponding relationship between the historical slag skin thickness profile benchmark data and the furnace type grade is determined.

3. The method according to claim 1, characterized in that The method of determining the target historical slag skin thickness profile benchmark data and the target benchmark mapping value corresponding to the blast furnace section angle slag skin value based on the historical slag skin thickness profile benchmark data and the target benchmark mapping value according to the blast furnace section angle slag skin value comprises: By using a regular mapping technology, the angle slag value of the blast furnace section is matched with the historical slag thickness profile benchmark data to generate a benchmark mapping value corresponding to the historical slag thickness profile benchmark data; Determine a maximum value of a reference mapping degree based on a reference mapping degree value corresponding to the historical slag skin thickness profile reference data, and use the maximum value as the target reference mapping degree value; Based on the historical slag skin thickness profile reference data corresponding to the target reference mapping degree value, the target historical slag skin thickness profile reference data is determined.

4. The method according to claim 1, characterized in that: After generating the benchmark mapping degree mean value based on the target benchmark mapping degree value, the method further includes: Based on the fact that the benchmark mapping degree mean is outside the mapping standard threshold range, the mapping standard threshold range is updated, and the step of determining the target historical slag skin thickness profile benchmark data and the target benchmark mapping degree value corresponding to the blast furnace section angle slag skin value based on the historical slag skin thickness profile benchmark data and the blast furnace section angle slag skin value is performed.

5. A furnace state evaluation device, used to implement the steps of the furnace state evaluation method according to any one of claims 1 to 4, characterized in that: include: The first determination module is configured to determine the target historical slag skin thickness profile benchmark data and the target benchmark mapping value corresponding to the blast furnace section angle slag skin value based on the historical slag skin thickness profile benchmark data and the blast furnace section angle slag skin value, wherein the blast furnace section angle slag skin value is the slag skin value of the blast furnace section at a preset angle; A first generating module is configured to generate a reference mapping degree mean value based on the target reference mapping degree value; The second determination module is configured to determine the blast furnace section angle furnace type grade corresponding to the blast furnace section angle slag skin value based on the correspondence between the target historical slag skin thickness profile benchmark data and the furnace type grade, based on the reference mapping degree mean being within the mapping standard threshold range; A second generating module is configured to generate a full-angle operation furnace type activity index based on the blast furnace section angle furnace type level; A third generating module is configured to generate a full-angle furnace status based on the full-angle operation furnace activity index; The fourth generating module is configured to generate an operating furnace profile status evaluation result based on the full-angle furnace profile status and the blast furnace section angle furnace profile grade.

6. A computing device, characterized in that include: Memory and processor; The memory is used to store computer executable instructions, and the processor is used to execute the computer executable instructions. When the computer executable instructions are executed by the processor, the steps of the furnace type status evaluation method described in any one of claims 1 to 4 are implemented.

7. A computer-readable storage medium, characterized in that: The storage medium stores computer executable instructions, which, when executed by a processor, implement the steps of the furnace status evaluation method described in any one of claims 1 to 4.

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