A survey scheme planning method and device, electronic equipment and storage medium

Abstract

The application relates to a survey scheme planning method and device, electronic equipment and a storage medium, which comprises the following steps: acquiring road network information, the road network information comprising roads and buildings in a target area; dividing the target area into a plurality of survey areas according to the road network information, and determining the operation information of all the survey areas, each operation information comprising an operation type, an operation difficulty and an operation amount; acquiring the business capabilities of a plurality of survey personnel, the business capabilities comprising a plurality of survey fields that can be surveyed by the corresponding survey personnel, and the survey efficiency and the survey level of each survey field; determining a target survey scheme according to the business capabilities of all the survey personnel and the operation information of all the survey areas, and assigning survey areas and survey routes to each survey personnel in the target survey scheme. The application can improve the overall survey efficiency.

Description

Technical Field

[0001] This application relates to the field of computer technology, and in particular to a method, apparatus, electronic device, and storage medium for planning survey schemes. Background Technology

[0002] In surveying and mapping tasks, the difficulty in determining the surveyors' status can lead to overlapping tasks and low efficiency. Therefore, improving surveying efficiency is an urgent problem to be solved. Summary of the Invention

[0003] To improve surveying efficiency, this application provides, in particular, a surveying scheme planning method, apparatus, electronic equipment, and storage medium.

[0004] Firstly, this application provides a surveying scheme planning method, which adopts the following technical solution:

[0005] A surveying and planning method includes acquiring road network information, wherein the road network information includes roads and buildings in a target area;

[0006] Based on the road network information, multiple survey areas were identified;

[0007] Determine the operational information for all the survey areas, with each operational information including operational type, operational difficulty, and operational workload;

[0008] Acquire the professional capabilities of several surveyors, wherein any of the professional capabilities includes several survey areas that the corresponding surveyor can survey, as well as the survey efficiency and survey level of each survey area;

[0009] Based on the professional capabilities of all the surveyors and the operational information of all the survey areas, a target survey plan is determined. The target survey plan includes the survey tasks of all the surveyors, and each survey task includes at least one survey area and a survey route.

[0010] By adopting the above technical solution, road network information is acquired, including roads and buildings in the target area. Based on this information, the target area is divided into multiple survey areas, and the operational information for each area is determined, including the type, difficulty, and workload. The professional capabilities of several surveyors are obtained, including the survey areas they can survey, their efficiency, and the survey level for each area. Based on the capabilities of all surveyors and the operational information for all survey areas, a target survey plan is determined. This plan assigns a survey area and route to each surveyor, maximizing their output. By comprehensively planning the survey tasks for each surveyor, overall survey efficiency can be improved.

[0011] In one possible implementation, a target survey plan is determined based on the professional capabilities of all the survey personnel and operational information for all the survey areas, including:

[0012] Obtain the regional location of all the surveyed areas;

[0013] Based on all the said regional locations, distance data is determined, which includes the required distance time between any two regional locations;

[0014] Based on the professional capabilities of all the surveyors and the work information of all the survey areas, the working hours of all the surveyors are determined, and each of the working hours includes the working hours required for the corresponding surveyor to survey each of the survey areas.

[0015] Based on the route data and the working hour information of all the surveyors, at least two survey plans are determined, and each of the survey plans includes the survey tasks of all the surveyors.

[0016] Based on the workload of all the survey areas and all the survey schemes, determine the total workload of each of the survey schemes;

[0017] The survey scheme with the highest total workload is selected as the target survey scheme.

[0018] By adopting the above technical solution, the regional locations of all survey areas are obtained, and the required travel time between any two regional locations is determined. Based on the professional capabilities of all surveyors and the operational information of all survey areas, the working time required for each surveyor to survey each survey area is determined. Based on the travel data and the working time information of all surveyors, at least two survey schemes are determined. Based on the workload of all survey areas and all survey schemes, the total workload of all possible survey schemes is calculated, and the target survey scheme with the highest total workload is determined from all survey schemes, so that the determined target survey scheme has the highest productivity and improves the overall survey efficiency.

[0019] In one possible implementation, a target survey plan is determined based on the professional capabilities of all the survey personnel and operational information for all the survey areas, including:

[0020] Obtain the initial positions of all surveyors and the regional positions of all survey areas;

[0021] Based on the initial location and professional skills of all surveyors, as well as the regional location and operational information of all survey areas, the initial survey areas of all surveyors are determined, and survey tags are generated and associated with the corresponding initial survey areas.

[0022] Execute the loop steps until the preset conditions are met, then stop and determine the target survey plan;

[0023] The cyclic steps include: when a survey completion signal is received from any surveyor, based on the current location of the surveyor, their business capabilities, and the location and operation information of all unsurveyed areas, a recommended survey area is determined and a survey tag is generated and associated with the corresponding recommended survey area. The unsurveyed areas are survey areas that have not been associated with survey tags.

[0024] The preset conditions include: all the survey areas have been surveyed by surveyors.

[0025] By employing the above technical solution, the initial positions of all surveyors and the regional positions of all survey areas are obtained. Based on the initial positions, professional capabilities, regional positions, and operational information of all surveyors, the initial survey areas for all surveyors are determined, and survey tags are generated and associated with the corresponding initial survey areas. When a surveyor completes their survey, a recommended survey area is determined from all unsurveyed survey areas, and a survey tag is generated and associated with the corresponding recommended survey area. This process continues until all survey areas have been surveyed, and the target survey plan is determined. By assigning initial survey areas to surveyors and establishing the starting point of the survey route, and by combining this with the survey progress after the surveyors have completed their tasks, recommended survey areas can be further determined, thereby improving the survey efficiency of the surveyors.

[0026] In one possible implementation, the professional capabilities of any surveyor are acquired, including:

[0027] Acquire capability evaluation data, which includes several survey areas that any surveyor is expected to be able to survey, as well as the survey efficiency and survey level of each survey area;

[0028] Obtain historical survey data, which includes the actual workload and work completion rate of any surveyor in the past.

[0029] Determine whether the historical survey data is within the preset capability requirement range;

[0030] If so, then based on the capability evaluation data, the professional capabilities of any of the surveyors are obtained;

[0031] If not, then based on the capability evaluation data and the historical survey data, the professional capabilities of any surveyor are obtained.

[0032] By employing the above technical solution, the capability evaluation data and historical survey data of any surveyor are obtained. It is then determined whether the surveyor's historical survey data falls within a preset capability requirement range. If so, the surveyor's capability rating data is determined as their professional competence. If not, the capability evaluation data is adjusted based on the relationship between the historical survey data and the preset capability requirement range to determine the surveyor's professional competence. Analyzing the surveyor's historical work performance helps identify professional competence that better matches their current performance, thus improving the accuracy of the determined professional competence.

[0033] In one possible implementation, based on the road network information, multiple survey areas are determined, including:

[0034] Based on the road network information, at least one road network type is determined;

[0035] Determine the division method for each of the aforementioned road network types;

[0036] Based on all the aforementioned division methods and the road network information, multiple survey areas are determined.

[0037] By adopting the above technical solution, at least one road network type is determined based on road network information, and the road network information in each type corresponds to the same road type or building type. The division method for each road network type is determined, and the road network information is divided according to all division methods, resulting in multiple survey areas. Using corresponding division methods based on different road and building types allows for more reasonable division and planning of survey areas, thereby reducing subsequent survey difficulty and improving survey efficiency.

[0038] In one possible implementation, the operational information for all said survey areas is determined, including:

[0039] Obtain area images of all the surveyed areas;

[0040] Based on all the images of the areas, determine the work area, basic work difficulty, and basic work volume of all the survey areas;

[0041] Obtain weather conditions, including the type and level of weather during the survey period;

[0042] Based on the weather conditions and the basic operational difficulty and workload of all the survey areas, the operational difficulty and workload of all the survey areas are determined.

[0043] By employing the above technical solution, regional images of all survey areas are acquired. Analysis of these images determines the work area, basic work difficulty, and basic work volume for each survey area. Weather conditions during the survey period are also acquired. Based on these weather conditions and the basic work difficulty and volume of each survey area, the work difficulty and volume for all survey areas are determined. Since surveys are generally conducted outdoors and are significantly affected by weather conditions, the basic work difficulty and volume determined from the regional images are corrected by incorporating the weather conditions during the survey period. This ensures that the determined work information better reflects the actual survey situation, thereby enabling the matching of more suitable survey personnel.

[0044] In one possible implementation, a survey scheme planning method further includes:

[0045] Obtain the survey results for any of the survey areas;

[0046] Determine whether the survey results match the preset regional status;

[0047] If so, a survey completion tag is generated and associated with the corresponding survey area, and the survey results are entered into the survey database;

[0048] If not, then any of the survey areas is determined to be an abnormal survey area, and an abnormal survey label is generated and associated with the corresponding survey area.

[0049] By employing the above technical solution, survey results for any given survey area are obtained. It is then determined whether the survey results match a pre-defined area status. If so, a survey completion tag is generated and associated with the corresponding survey area, and the survey results are entered into the survey database. If not, the survey area is identified as an anomaly, and an anomaly tag is generated and associated with the area. Verifying the survey results improves their accuracy. Furthermore, recording the survey progress through tag association enhances the efficiency of subsequent survey planning.

[0050] Secondly, this application provides a surveying scheme planning device, which adopts the following technical solution:

[0051] A surveying scheme planning device, comprising:

[0052] The road network information acquisition module is used to acquire road network information, which includes roads and buildings in the target area;

[0053] The survey area determination module is used to determine multiple survey areas based on the road network information;

[0054] The task information determination module is used to determine the task information for all the survey areas, and each task information includes the task type, task difficulty, and task quantity.

[0055] The business capability acquisition module is used to acquire the business capabilities of several surveyors. Each of the business capabilities includes several survey areas that the corresponding surveyor can survey, as well as the survey efficiency and survey level of each survey area.

[0056] The target survey plan determination module is used to determine the target survey plan based on the business capabilities of all the survey personnel and the operation information of all the survey areas. The target survey plan includes the survey tasks of all the survey personnel, and each survey task includes at least one survey area and a survey route.

[0057] By adopting the above technical solution, road network information is acquired, including roads and buildings in the target area. Based on this information, the target area is divided into multiple survey areas, and the operational information for each area is determined, including the type, difficulty, and workload. The professional capabilities of several surveyors are obtained, including the survey areas they can survey, their efficiency, and the survey level for each area. Based on the capabilities of all surveyors and the operational information for all survey areas, a target survey plan is determined. This plan assigns a survey area and route to each surveyor, maximizing their output. By comprehensively planning the survey tasks for each surveyor, overall survey efficiency can be improved.

[0058] In one possible implementation, when the target survey plan determination module determines the target survey plan based on the professional capabilities of all the survey personnel and the operational information of all the survey areas, it is specifically used for:

[0059] Obtain the regional location of all the surveyed areas;

[0060] Based on all the said regional locations, distance data is determined, which includes the required distance time between any two regional locations;

[0061] Based on the professional capabilities of all the surveyors and the work information of all the survey areas, the working hours of all the surveyors are determined, and each of the working hours includes the working hours required for the corresponding surveyor to survey each of the survey areas.

[0062] Based on the route data and the working hour information of all the surveyors, at least two survey plans are determined, and each of the survey plans includes the survey tasks of all the surveyors.

[0063] Based on the workload of all the survey areas and all the survey schemes, determine the total workload of each of the survey schemes;

[0064] The survey scheme with the highest total workload is selected as the target survey scheme.

[0065] In one possible implementation, when the target survey plan determination module determines the target survey plan based on the professional capabilities of all the survey personnel and the operational information of all the survey areas, it is specifically used for:

[0066] Obtain the initial positions of all surveyors and the regional positions of all survey areas;

[0067] Based on the initial location and professional skills of all surveyors, as well as the regional location and operational information of all survey areas, the initial survey areas of all surveyors are determined, and survey tags are generated and associated with the corresponding initial survey areas.

[0068] Execute the loop steps until the preset conditions are met, then stop and determine the target survey plan;

[0069] The cyclic steps include: when a survey completion signal is received from any surveyor, based on the current location of the surveyor, their business capabilities, and the location and operation information of all unsurveyed areas, a recommended survey area is determined and a survey tag is generated and associated with the corresponding recommended survey area. The unsurveyed areas are survey areas that have not been associated with survey tags.

[0070] The preset conditions include: all the survey areas have been surveyed by surveyors.

[0071] In one possible implementation, when the business capability acquisition module acquires the business capabilities of any surveyor, it is specifically used for:

[0072] Acquire capability evaluation data, which includes several survey areas that any surveyor is expected to be able to survey, as well as the survey efficiency and survey level of each survey area;

[0073] Obtain historical survey data, which includes the actual workload and work completion rate of any surveyor in the past.

[0074] Determine whether the historical survey data is within the preset capability requirement range;

[0075] If so, then based on the capability evaluation data, the professional capabilities of any of the surveyors are obtained;

[0076] If not, then based on the capability evaluation data and the historical survey data, the professional capabilities of any surveyor are obtained.

[0077] In one possible implementation, when the survey area determination module determines multiple survey areas based on the road network information, it is specifically used for:

[0078] Based on the road network information, at least one road network type is determined;

[0079] Determine the division method for each of the aforementioned road network types;

[0080] Based on all the aforementioned division methods and the road network information, multiple survey areas are determined.

[0081] In one possible implementation, when the job information determination module determines the job information for all the survey areas, it is specifically used for:

[0082] Obtain area images of all the surveyed areas;

[0083] Based on all the images of the areas, determine the work area, basic work difficulty, and basic work volume of all the survey areas;

[0084] Obtain weather conditions, including the type and level of weather during the survey period;

[0085] Based on the weather conditions and the basic operational difficulty and workload of all the survey areas, the operational difficulty and workload of all the survey areas are determined.

[0086] In one possible implementation, a survey scheme planning device further includes:

[0087] The survey result acquisition module is used to acquire the survey results of any of the survey areas.

[0088] The result verification module is used to determine whether the survey results match the preset regional status.

[0089] The results are processed by a module that generates survey completion tags and associates them with the corresponding survey areas, and the survey results are entered into the survey database.

[0090] The "Result Not Passed" module is used to determine any of the survey areas as survey anomaly areas and generate survey anomaly tags associated with the corresponding survey areas.

[0091] Thirdly, this application provides an electronic device that adopts the following technical solution:

[0092] An electronic device comprising:

[0093] At least one processor;

[0094] Memory;

[0095] At least one application, wherein the at least one application is stored in memory and configured to be executed by at least one processor, the at least one application being configured to: execute the above-described survey scheme planning method.

[0096] Fourthly, this application provides a computer-readable storage medium, which adopts the following technical solution:

[0097] A computer-readable storage medium includes: a computer program stored thereon that can be loaded by a processor and execute the above-described survey scheme planning method.

[0098] In summary, this application includes at least one of the following beneficial technical effects:

[0099] 1. Obtain road network information, including roads and buildings in the target area; based on this information, divide the target area into multiple survey zones and determine the operational information for each zone, including the type, difficulty, and workload; acquire the professional capabilities of several surveyors, including the survey areas they can survey, their efficiency, and level for each area; based on the capabilities of all surveyors and the operational information for all survey zones, determine a target survey plan, assigning survey areas and routes to each surveyor to maximize their output. By comprehensively planning each surveyor's tasks, overall survey efficiency can be improved.

[0100] 2. Obtain the competency evaluation data and historical survey data of any surveyor. Determine whether the surveyor's historical survey data falls within the preset competency requirement range. If so, determine the surveyor's competency rating as their professional competence. If not, adjust the competency evaluation data based on the relationship between the historical survey data and the preset competency requirement range to determine the surveyor's professional competence. By analyzing the surveyor's historical work performance, determining the professional competence that better matches the surveyor's current actual state can improve the accuracy of the determined professional competence.

[0101] 3. Obtain the survey results for any survey area, and determine whether the survey results match the preset area status. If yes, generate a survey completion tag and associate it with the corresponding survey area, and simultaneously enter the survey results into the survey database. If not, determine the survey area as a survey anomaly area, and generate a survey anomaly tag and associate it with the survey area. By verifying the survey results, the authenticity of the survey results is improved. At the same time, by recording the survey progress through tag association, the efficiency of subsequent planning and survey schemes can be improved. Attached Figure Description

[0102] Appendix Figure 1This is a flowchart illustrating the survey scheme planning method in the embodiments of this application;

[0103] Appendix Figure 2 This is a schematic diagram of the structure of the surveying scheme planning device in the embodiments of this application;

[0104] Appendix Figure 3 This is a schematic diagram of the electronic device in the embodiments of this application. Detailed Implementation

[0105] The following is in conjunction with the appendix Figure 1 - Appendix Figure 3 This application will be described in further detail.

[0106] After reading this specification, those skilled in the art may make modifications to this embodiment without contributing any inventive step, but such modifications are protected by patent law as long as they fall within the scope of the claims of this application.

[0107] To make the objectives, technical solutions, and advantages of the embodiments of this application clearer, the technical solutions of the embodiments of this application will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of this application, not all embodiments. Based on the embodiments of this application, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of this application.

[0108] Furthermore, the term "and / or" in this article is merely a description of the relationship between related objects, indicating that three relationships can exist. For example, A and / or B can represent: A existing alone, A and B existing simultaneously, or B existing alone. Additionally, the character " / " in this article, unless otherwise specified, generally indicates that the preceding and following related objects have an "or" relationship.

[0109] This application provides a surveying scheme planning method, executed by an electronic device, as shown in the attached document. Figure 1 The method includes steps S101-S105, wherein:

[0110] Step S101: Obtain road network information, which includes roads and buildings in the target area.

[0111] In this embodiment, road network information is obtained, which includes all stored roads and buildings within the target area. The target area is the area to be surveyed. The road network information corresponding to the target area can be obtained from the database by determining the target area. The target area can be a manually designated area; alternatively, multiple areas can be divided according to the project plan, and the corresponding area can be determined as the target area based on the project progress. This embodiment does not specifically limit the method for determining the target area. Roads include, but are not limited to, highways, urban expressways, urban arterial roads, urban secondary arterial roads, urban branch roads, rural roads, bicycle lanes, pedestrian walkways, and internal roads. Buildings can be classified by function, including residential buildings, public buildings, industrial buildings, and agricultural buildings, etc.

[0112] Step S102: Based on road network information, determine multiple survey areas.

[0113] In this embodiment, the target area can be divided into multiple survey areas based on different road and building types in the road network information. Each survey area can then include only one road or building type. Alternatively, the target area can be divided into multiple survey areas according to a preset survey unit area. In this case, each survey area can include one or more road and building types. This embodiment does not specifically limit the method of dividing the survey areas; it is sufficient that the determined survey areas are easy for subsequent surveying personnel to work on.

[0114] Step S103: Determine the operation information for all survey areas. Each operation information includes the operation type, operation difficulty, and operation volume.

[0115] In this embodiment, the type of work in the survey area is determined by analyzing the road type and / or building type corresponding to the survey area. The type of work includes, but is not limited to, road surveying, building surveying, and comprehensive surveying. Based on different road and building types, and combined with the surrounding environment of the survey area, the difficulty of the work is determined. The surrounding environment includes the topography, traffic conditions, housing conditions, local customs and security, climate, and electromagnetic radiation of the surveyed area. The workload represents the amount of work that surveyors need to complete in the survey area. The workload can be determined comprehensively based on the type of work, the difficulty of the work, and the area of ​​the survey area. The more complex the work type, the higher the difficulty of the work, or the larger the area of ​​the survey area, the greater the corresponding workload.

[0116] Step S104: Obtain the business capabilities of several surveyors. Each business capability includes several survey areas that the corresponding surveyor can survey, as well as the survey efficiency and survey level of each survey area.

[0117] In this embodiment, the professional capabilities of surveyors in several target survey areas are acquired. These capabilities include the survey areas that the surveyors can survey, as well as their survey efficiency and survey level in those areas. Survey efficiency and survey level can be positively correlated; generally, surveyors with higher survey levels have higher survey efficiency. Survey levels can be divided into levels 1, 2, ..., 10. A higher survey level indicates stronger capabilities in the corresponding survey area; that is, a surveyor at level 10 has the strongest survey capability in that area. This embodiment does not specifically limit the method for classifying survey levels.

[0118] Step S105: Based on the professional capabilities of all surveyors and the operational information of all survey areas, determine the target survey plan. The target survey plan includes the survey tasks of all surveyors, and each survey task includes at least one survey area and a survey route.

[0119] In this embodiment, based on each surveyor's surveying field and surveying level, a surveyable area corresponding to each surveyor is selected from all surveying areas. The work type of the surveyable area belongs to the surveyor's surveying field. For any surveyable area, based on the work difficulty and workload of that area, as well as the surveying efficiency and surveying level of all corresponding surveyors, the working time and work efficiency ratio for each surveyor to complete the surveying task in that area are determined. The work efficiency ratio characterizes the priority of a surveyor conducting surveys in that area; a higher work efficiency ratio indicates a higher priority.

[0120] Furthermore, the shorter the working time and the higher the operational efficiency of a surveyor in a surveyable area, the more suitable that surveyor is for working in that surveyable area. By analyzing the working time and operational efficiency of each surveyor across all surveyable areas, and considering the positional relationships between these areas, the survey area and route to be surveyed by each surveyor are determined, i.e., the target survey plan.

[0121] The process involves acquiring road network information, including roads and buildings in the target area; dividing the target area into multiple survey zones based on this information, and determining the operational information for each zone, including task type, difficulty, and workload; acquiring the professional capabilities of several surveyors, including the survey areas they can survey, their surveying efficiency, and surveying level for each area; and determining a target survey plan based on the capabilities of all surveyors and the operational information for all survey areas. This plan assigns survey areas and routes to each surveyor, maximizing their output. By comprehensively planning the survey tasks for each surveyor, overall survey efficiency can be improved.

[0122] Furthermore, based on road network information, multiple survey areas are identified, including steps S1021 (not shown in the figure) - S1023 (not shown in the figure), wherein:

[0123] Step S1021: Based on road network information, determine at least one road network type.

[0124] Specifically, based on the road network information of the target area, the road network information is distinguished according to different road types and building types, and at least one road network type is determined. Each road network type corresponds to information of any road type or building type.

[0125] Step S1022: Determine the division method for each road network type.

[0126] Specifically, the division method for each road network type within the target area is determined. This division method includes, but is not limited to, basic unit division and regional geological division. Basic unit division is based on a preset unit area or graphic region, while regional geological division is based on different geological types within the region. Different road network types may have the same or different division methods. This application does not specifically limit the correspondence between road network types and division methods.

[0127] Step S1023: Based on all division methods and road network information, determine multiple survey areas.

[0128] Specifically, for each road network type in the road network information, the area is divided according to its corresponding division method, resulting in multiple survey areas. Each survey area corresponds to a unique road type or building type. Dividing the survey areas using the above method can reduce the survey complexity.

[0129] Based on road network information, at least one road network type is identified, with each type corresponding to the same road or building type. The division method for each road network type is determined, and the road network information is divided according to all division methods, resulting in multiple survey areas. Using corresponding division methods based on different road and building types allows for more rational division and planning of survey areas, thereby reducing subsequent survey difficulty and improving survey efficiency.

[0130] Further, the operational information for all survey areas is determined, including steps S1031 (not shown in the figure) - S1034 (not shown in the figure), wherein:

[0131] Step S1031: Obtain regional images of all survey areas.

[0132] Specifically, regional images of all surveyed areas are acquired. These regional images are taken of the terrain within the surveyed area, including roads, buildings, and other features. To improve the realism of the regional images, they can be images taken within a preset time period, as these images better reflect the current characteristics of the area.

[0133] Step S1032: Based on all area images, determine the work area, basic work difficulty, and basic work volume for all survey areas.

[0134] Specifically, feature extraction is performed on the images of each region to identify all survey objects within the survey area, thereby defining the work area. Each survey object within the survey area is then analyzed to evaluate the expected work difficulty and workload for each survey, ultimately summarizing the basic work workload and basic work difficulty for the survey area.

[0135] Step S1033: Obtain the weather status, which includes the type and level of weather during the survey period.

[0136] Specifically, the weather conditions are obtained, including the type and level of the weather during the survey period, which is determined according to the work schedule. For example, obtaining the type and level of the weather from 8:00 to 18:00 on the second day includes: sunny weather from 8:00 to 12:00, weather level 1; rain from 12:00 to 14:00, weather level 3; and cloudy weather from 14:00 to 18:00, weather level 3.

[0137] Step S1034: Based on the weather conditions and the basic operational difficulty and workload of all survey areas, determine the operational difficulty and workload of all survey areas.

[0138] Specifically, road network surveys are generally conducted outdoors, so they are greatly affected by weather conditions. The difficulty and workload of basic operations in the survey area are adjusted based on the weather conditions to determine the actual operational difficulty and workload for the survey period. For example, if the basic operational difficulty of the survey area is 1, and the workload is 100, and the weather conditions during the survey period include rain from 8:00 to 12:00 (weather level 3) and sunny weather from 12:00 to 18:00 (weather level 1), then the operational difficulty of the survey area is determined to be 2, and the workload to be 130.

[0139] All survey areas were acquired and analyzed to determine the work area, basic work difficulty, and basic work volume for each survey area. Weather conditions during the survey period were also acquired. Based on the weather conditions and the basic work difficulty and volume of each survey area, the work difficulty and volume for each survey area were determined. Since surveys are generally conducted outdoors and are significantly affected by weather conditions, the basic work difficulty and volume determined from the area images were corrected by incorporating the weather conditions during the survey period. This ensures that the determined work information better reflects the actual survey situation and allows for the matching of more suitable survey personnel.

[0140] Furthermore, the professional capabilities of any surveyor are obtained, including steps S1041 (not shown in the figure) - S1045 (not shown in the figure), wherein:

[0141] Step S1041: Obtain capability evaluation data. The capability evaluation data includes several survey areas that any surveyor is expected to be able to survey, as well as the survey efficiency and survey level of each survey area.

[0142] Specifically, acquire the competency evaluation data of any surveyor. This data includes several survey areas the surveyor is expected to be able to survey, as well as the survey efficiency and level for each area. The competency evaluation data can be the surveyor's self-assessed competency data, or it can be determined based on the surveyor's position and job level.

[0143] Step S1042: Obtain historical survey data, which includes the actual workload and work compliance rate of any surveyor in history.

[0144] Specifically, historical survey data for any surveyor is retrieved from the database. This historical data includes the surveyor's actual workload and compliance rate in the past. The time period for this historical data can be the past month, two months, etc., as long as it better reflects the surveyor's current work capacity. The compliance rate includes the timeliness and quality inspection compliance rate of the corresponding surveyor in completing survey tasks within the time period.

[0145] Step S1043: Determine whether the historical survey data is within the preset capability requirement range;

[0146] Step S1044: If so, then based on the capability evaluation data, obtain the business capabilities of any surveyor.

[0147] Specifically, it is determined whether the surveyor's historical survey data falls within a preset competency requirement range. This preset competency requirement range can be determined based on the surveyor's position and job level. If the surveyor's historical survey data falls within the preset competency requirement range, then the surveyor's current competency evaluation data is determined as their professional competency.

[0148] Step S1045: If not, then based on the capability evaluation data and historical survey data, obtain the business capabilities of any surveyor.

[0149] Specifically, if the surveyor's historical survey data is not within the preset capability requirement range, the capability evaluation data is adjusted based on the relationship between historical survey data and the preset capability requirement range to determine the surveyor's corresponding professional capability. If the historical survey data exceeds the upper limit of the capability requirement range, the capability evaluation data is adjusted upwards; if the historical survey data is below the lower limit of the capability requirement range, the capability evaluation data is adjusted downwards to determine the surveyor's current actual professional capability.

[0150] The system acquires the competency evaluation data and historical survey data of any surveyor. It then determines whether the surveyor's historical survey data falls within a preset competency requirement range. If so, the surveyor's competency rating is determined as their professional competence. If not, the competency evaluation data is adjusted based on the relationship between the historical survey data and the preset competency requirement range to determine the surveyor's professional competence. By analyzing the surveyor's historical work performance, the system identifies professional competence that better matches the surveyor's current performance, thus improving the accuracy of the determined professional competence.

[0151] Furthermore, based on the professional capabilities of all surveyors and the operational information of all survey areas, a target survey plan is determined, including steps SA1 (not shown in the figure) to SA6 (not shown in the figure), wherein:

[0152] Step SA1: Obtain the regional location of all survey areas.

[0153] Specifically, the location of all surveyed areas in the road network information is obtained. The location can be the coordinates of the center point of the surveyed area or the coordinates of the location of landmark buildings within the surveyed area.

[0154] Step SA2: Based on all regional locations, determine the distance data, which includes the distance time required between any two regional locations.

[0155] Specifically, based on the location of all survey areas, distance data is determined, including the travel time required for surveyors to move between any two locations. The travel time can be determined based on the straight-line distance between any two locations and a preset travel speed; alternatively, it can be determined by combining road network information to calculate the distance between any two locations and then combining this distance with the preset travel speed. This embodiment does not specifically limit the method for determining travel time; however, to ensure consistency of information within the distance data, the method for determining the travel time in all distance data must be the same.

[0156] Step SA3: Based on the professional capabilities of all surveyors and the operational information of all survey areas, determine the working hours of all surveyors. Each working hour includes the working time required for the corresponding surveyor to survey each survey area.

[0157] Specifically, for any surveyor, based on their professional skills and the operational information of all survey areas, the corresponding working hours for that surveyor are calculated and determined. This working hours include the time required for each surveyor to survey each area, thus determining the working hours for all surveyors. If the work area of ​​a survey area is within the surveyor's survey area, and the difficulty of the work area is lower than the surveyor's survey level, then the surveyor is deemed capable of surveying that area. Based on the workload and survey efficiency, the required working hours for the surveyor to survey that area are determined. If the work area of ​​a survey area is not within the surveyor's survey area, or the difficulty of the work area is higher than the surveyor's survey level, then the working hours for that surveyor to survey that area are determined to be empty or infinite.

[0158] Step SA4: Based on the route data and the working hours information of all surveyors, determine at least two survey plans, each of which includes the survey tasks of all surveyors.

[0159] Specifically, based on the route data and the working hours information of all surveyors, all survey plans can be determined through exhaustive search. Each survey plan includes the survey tasks of all surveyors, and the survey tasks of any surveyor include at least one survey area and a survey route.

[0160] Step SA5: Based on the workload of all survey areas and all survey plans, determine the total workload of each survey plan;

[0161] Step SA6: Determine the survey scheme with the highest total workload as the target survey scheme.

[0162] Specifically, for any given survey plan, based on the workload of all survey areas and the professional capabilities of the survey personnel corresponding to each survey area within the plan, the total amount of work that the plan can complete within the survey period is calculated. The survey plan with the highest total workload is then identified as the target survey plan.

[0163] Obtain the location of all survey areas and determine the travel time required between any two locations; based on the professional capabilities of all surveyors and the operational information of all survey areas, determine the working time required for each surveyor to survey each survey area; based on the travel data and the working time information of all surveyors, determine at least two survey plans; based on the workload of all survey areas and all survey plans, calculate the total workload of all possible survey plans, and select the plan with the highest total workload as the target survey plan, so that the determined target survey plan has the highest productivity and improves the overall survey efficiency.

[0164] Furthermore, based on the professional capabilities of all surveyors and the operational information of all survey areas, the target survey plan is determined, including steps SB1-SB3, wherein:

[0165] Step SB1: Obtain the initial positions of all surveyors and the regional positions of all survey areas.

[0166] Specifically, the initial positions of all surveyors and the regional positions of all survey areas are obtained. The regional positions can be the coordinates of the center point of the survey area or the coordinates of landmark buildings within the survey area. The initial positions of the surveyors can be determined manually or based on the positioning information from their personal equipment.

[0167] Step SB2: Based on the initial location and business capabilities of all surveyors, as well as the regional location and operation information of all survey areas, determine the initial survey area of ​​all surveyors and generate survey tags associated with the corresponding initial survey areas.

[0168] Specifically, for any given surveyor, the distance between the surveyor and each survey area is determined based on the surveyor's initial position and the regional positions of all survey areas. The surveyor's operational effectiveness in each survey area is determined based on their professional skills and the operational information of all survey areas. By comprehensively considering the operational effectiveness and distances of all surveyors in each survey area, the surveyor for each survey area is determined, i.e., the initial survey area for each surveyor is determined.

[0169] Step SB3: Execute the loop until the preset conditions are met, then stop and determine the target survey plan;

[0170] The cyclical steps include: when a survey completion signal is received from any surveyor, based on the current location of any surveyor, their business capabilities, and the location and operation information of all unsurveyed areas, a recommended survey area is determined and a survey tag is generated and associated with the corresponding recommended survey area. Unsurveyed areas are survey areas without associated survey tags.

[0171] The preset conditions include: all survey areas have been surveyed by surveyors.

[0172] Specifically, when a survey completion signal is received from any surveyor, a recommended survey area is determined based on the surveyor's current location, professional capabilities, and the location and operational information of all unsurveyed areas. A survey tag is then generated and associated with the corresponding recommended survey area. Unsurveyed areas are those without associated survey tags. This process continues until all surveyed areas are completed, at which point the target survey plan is determined.

[0173] Furthermore, based on the current location of the surveyor, neighboring survey areas can be identified, and recommended survey areas can be determined from these neighboring areas. This reduces computational load and generates recommended survey areas more quickly. Simultaneously, because the selection range is neighboring survey areas, the time surveyors spend moving between survey areas is shorter, resulting in more time spent in the surveying state.

[0174] The system acquires the initial locations of all surveyors and the regional locations of all survey areas. Based on the initial locations, capabilities, and operational information of all surveyors, it determines the initial survey areas for each surveyor and generates survey tags associated with these initial areas. When a surveyor completes their survey, a recommended survey area is selected from all unsurveyed areas, and a survey tag is generated and associated with the recommended area. This process continues until all survey areas have been surveyed, thus determining the target survey plan. By assigning initial survey areas and starting points to surveyors, and considering their progress after completing their tasks, the system further determines recommended survey areas, thereby improving survey efficiency.

[0175] Furthermore, a surveying scheme planning method further includes steps S201 (not shown in the figure) - S204 (not shown in the figure), wherein:

[0176] Step S201: Obtain the survey results for any survey area.

[0177] Specifically, after surveyors complete their survey tasks in a survey area, they obtain the survey results for that area. These results include basic geological information and geological analysis results for the survey area.

[0178] Step S202: Determine whether the survey results match the preset regional status;

[0179] Step S203: If yes, generate a survey completion label and associate it with the corresponding survey area, and enter the survey results into the survey database;

[0180] Step S204: If not, determine any survey area as a survey anomaly area and generate a survey anomaly label associated with the corresponding survey area.

[0181] Specifically, it determines whether the survey results match the preset regional status, which is determined based on the survey area. For example, the regional status of survey area A is mountain highway, and the regional status of survey area B is urban arterial road. If the survey results match the preset regional status, a survey completion tag is generated and associated with the corresponding survey area, and the survey results are entered into the survey database.

[0182] Furthermore, if the survey results do not match the preset regional status, there may be input errors or survey errors in the survey results for that region. This region will be identified as a survey anomaly area, and a survey anomaly tag will be generated and associated with it for subsequent verification. When acquiring road network information later, only survey areas without associated survey completion tags and / or those associated with survey anomaly tags need to be surveyed.

[0183] The system acquires survey results for any given survey area and determines whether these results match a pre-defined area status. If they match, a survey completion tag is generated and associated with the corresponding survey area, and the survey results are entered into the survey database. If not, the survey area is identified as an anomaly, and an anomaly tag is generated and associated with the area. Verifying the survey results improves their accuracy. Furthermore, recording the survey progress through tag association enhances the efficiency of subsequent survey planning.

[0184] The above embodiments describe a method for planning a survey scheme from the perspective of the process flow. The following embodiments describe a device for planning a survey scheme from the perspective of a virtual module or virtual unit. For details, please refer to the following embodiments.

[0185] This application provides an apparatus for planning a survey scheme, as shown in the attached figure. Figure 2 As shown, the equipment planned for this survey scheme may specifically include a road network information acquisition module 201, a survey area determination module 202, an operation information determination module 203, a business capability acquisition module 204, and a target survey scheme determination module 205, wherein:

[0186] The road network information acquisition module 201 is used to acquire road network information, which includes roads and buildings in the target area.

[0187] The survey area determination module 202 is used to determine multiple survey areas based on road network information;

[0188] The task information determination module 203 is used to determine the task information for all survey areas. Each task information includes the task type, task difficulty, and task quantity.

[0189] The business capability acquisition module 204 is used to acquire the business capabilities of several surveyors. Each business capability includes several survey areas that the corresponding surveyor can survey, as well as the survey efficiency and survey level of each survey area.

[0190] The target survey plan determination module 205 is used to determine the target survey plan based on the business capabilities of all survey personnel and the operational information of all survey areas. The target survey plan includes the survey tasks of all survey personnel, and each survey task includes at least one survey area and a survey route.

[0191] By adopting the above technical solution, road network information is acquired, including roads and buildings in the target area. Based on this information, the target area is divided into multiple survey areas, and the operational information for each area is determined, including the type, difficulty, and workload. The professional capabilities of several surveyors are obtained, including the survey areas they can survey, their efficiency, and the survey level for each area. Based on the capabilities of all surveyors and the operational information for all survey areas, a target survey plan is determined. This plan assigns a survey area and route to each surveyor, maximizing their output. By comprehensively planning the survey tasks for each surveyor, overall survey efficiency can be improved.

[0192] In one possible implementation, when the target survey plan determination module 205 determines the target survey plan based on the professional capabilities of all survey personnel and the operational information of all survey areas, it is specifically used for:

[0193] Obtain the regional location of all surveyed areas;

[0194] Based on all regional locations, determine the distance data, which includes the required distance time between any two regional locations;

[0195] Based on the professional capabilities of all surveyors and the operational information of all survey areas, determine the working hours of all surveyors. Each working hour includes the working hours required for the corresponding surveyor to survey each survey area.

[0196] Based on route data and working hour information of all surveyors, at least two survey plans are determined, and each survey plan includes the survey tasks of all surveyors.

[0197] Based on the workload of all survey areas and all survey plans, determine the total workload of each survey plan;

[0198] The survey scheme with the highest total workload is selected as the target survey scheme.

[0199] In one possible implementation, when the target survey plan determination module 205 determines the target survey plan based on the professional capabilities of all survey personnel and the operational information of all survey areas, it is specifically used for:

[0200] Obtain the initial positions of all surveyors and the regional positions of all survey areas;

[0201] Based on the initial location and professional skills of all surveyors, as well as the regional location and operational information of all survey areas, the initial survey areas of all surveyors are determined, and survey tags are generated and associated with the corresponding initial survey areas.

[0202] Execute the loop steps until the preset conditions are met, then stop and determine the target survey plan;

[0203] The cyclical steps include: when a survey completion signal is received from any surveyor, based on the current location of any surveyor, their business capabilities, and the location and operation information of all unsurveyed areas, a recommended survey area is determined and a survey tag is generated and associated with the corresponding recommended survey area. Unsurveyed areas are survey areas without associated survey tags.

[0204] The preset conditions include: all survey areas have been surveyed by surveyors.

[0205] In one possible implementation, when the business capability acquisition module 204 acquires the business capabilities of any surveyor, it is specifically used for:

[0206] Obtain capability assessment data, which includes several survey areas that any surveyor is expected to be able to survey, as well as the survey efficiency and survey level of each survey area;

[0207] Obtain historical survey data, which includes the actual workload and compliance rate of any surveyor in history;

[0208] Determine whether historical survey data falls within the preset capability requirement range;

[0209] If so, the professional capabilities of any surveyor are obtained based on the capability assessment data;

[0210] If not, the professional capabilities of any surveyor are obtained based on capability evaluation data and historical survey data.

[0211] In one possible implementation, when the survey area determination module 202 determines multiple survey areas based on road network information, it is specifically used for:

[0212] Based on road network information, determine at least one road network type;

[0213] Determine the division method for each road network type;

[0214] Based on all the division methods and road network information, multiple survey areas were identified.

[0215] In one possible implementation, when the job information determination module 203 determines the job information for all survey areas, it is specifically used for:

[0216] Acquire regional images of all surveyed areas;

[0217] Based on images of all areas, determine the work area, basic work difficulty, and basic work volume for all survey areas;

[0218] Obtain weather conditions, including the type and level of weather during the survey period;

[0219] Based on weather conditions and the basic operational difficulty and workload of all survey areas, the operational difficulty and workload of all survey areas are determined.

[0220] In one possible implementation, a survey scheme planning device further includes:

[0221] The survey results acquisition module is used to acquire the survey results for any survey area;

[0222] The result verification module is used to determine whether the survey results match the preset regional status.

[0223] The results are processed through a module that generates survey completion tags and associates them with the corresponding survey areas, and then enters the survey results into the survey database.

[0224] The "Results Not Passed" module is used to identify any survey area as a survey anomaly area and generate a survey anomaly label associated with the corresponding survey area.

[0225] This application provides an electronic device, as shown in the attached figure. Figure 3 As shown, attached Figure 3The illustrated electronic device 300 includes a processor 301 and a memory 303. The processor 301 and the memory 303 are connected, for example, via a bus 302. Optionally, the electronic device 300 may also include a transceiver 304. It should be noted that in practical applications, the transceiver 304 is not limited to one type, and the structure of this electronic device 300 does not constitute a limitation on the embodiments of this application.

[0226] Processor 301 may be a CPU (Central Processing Unit), a general-purpose processor, a DSP (Digital Signal Processor), an ASIC (Application Specific Integrated Circuit), an FPGA (Field Programmable Gate Array), or other programmable logic devices, transistor logic devices, hardware components, or any combination thereof. It can implement or execute the various exemplary logic blocks, modules, and circuits described in conjunction with the disclosure of this application. Processor 301 may also be a combination that implements computational functions, such as including one or more microprocessor combinations, a combination of a DSP and a microprocessor, etc.

[0227] Bus 302 may include pathways for transmitting information between the aforementioned components. Bus 302 may be a PCI (Peripheral Component Interconnect) bus or an EISA (Extended Industry Standard Architecture) bus, etc. Bus 302 can be divided into address bus, data bus, control bus, etc. For ease of illustration, see attached... Figure 3 The bus is represented by a single thick line, but this does not mean that there is only one bus or one type of bus.

[0228] The memory 303 may be a ROM (Read Only Memory) or other type of static storage device capable of storing static information and instructions, RAM (Random Access Memory) or other type of dynamic storage device capable of storing information and instructions, or an EEPROM (Electrically Erasable Programmable Read Only Memory), CD-ROM (Compact Disc Read Only Memory) or other optical disc storage, optical disc storage (including compressed optical discs, laser discs, optical discs, digital universal optical discs, Blu-ray discs, etc.), magnetic disk storage media or other magnetic storage devices, or any other medium capable of carrying or storing desired program code in the form of instructions or data structures and accessible by a computer, but not limited thereto.

[0229] The memory 303 is used to store application code that executes the solution of this application, and its execution is controlled by the processor 301. The processor 301 is used to execute the application code stored in the memory 303 to implement the content shown in the foregoing method embodiments.

[0230] Electronic devices include, but are not limited to: mobile terminals such as mobile phones, laptops, digital radio receivers, PDAs (Personal Digital Assistants), PADs (Tablet PCs), PMPs (Portable Multimedia Players), and in-vehicle terminals (e.g., in-vehicle navigation terminals), as well as fixed terminals such as digital TVs and desktop computers. Servers, etc., are also included. Figure 3 The electronic device shown is merely an example and should not be construed as limiting the functionality and scope of the embodiments disclosed herein.

[0231] This application provides a computer-readable storage medium storing a computer program that, when run on a computer, enables the computer to execute the corresponding content in the aforementioned method embodiments.

[0232] It should be understood that although the steps in the flowcharts of the accompanying figures are shown sequentially as indicated by the arrows, these steps are not necessarily executed in the order indicated by the arrows. Unless explicitly stated herein, there is no strict order restriction on the execution of these steps, and they can be executed in other orders. Moreover, at least some steps in the flowcharts of the accompanying figures may include multiple sub-steps or multiple stages. These sub-steps or stages are not necessarily completed at the same time, but can be executed at different times, and their execution order is not necessarily sequential, but can be performed alternately or in turn with other steps or at least some of the sub-steps or stages of other steps.

[0233] The above are only some embodiments of this application. It should be noted that for those skilled in the art, several improvements and modifications can be made without departing from the principle of this application, and these improvements and modifications should also be considered within the scope of protection of this application.

Claims

1. A method for planning a survey scheme, characterized in that, include: Obtain road network information, which includes roads and buildings in the target area; Based on the road network information, multiple survey areas were identified; Determine the operational information for all the survey areas, with each operational information including operational type, operational difficulty, and operational workload; Acquire the professional capabilities of several surveyors, wherein any of the professional capabilities includes several survey areas that the corresponding surveyor can survey, as well as the survey efficiency and survey level of each survey area; Based on the professional capabilities of all the surveyors and the operational information of all the survey areas, a target survey plan is determined. The target survey plan includes the survey tasks of all the surveyors, and each survey task includes at least one survey area and a survey route. The step of determining the target survey plan based on the professional capabilities of all surveyors and the operational information of all survey areas includes: Obtain the initial positions of all surveyors and the regional positions of all survey areas; Based on the initial location and professional skills of all surveyors, as well as the regional location and operational information of all survey areas, the initial survey areas of all surveyors are determined, and survey tags are generated and associated with the corresponding initial survey areas. Execute the loop steps until the preset conditions are met, then stop and determine the target survey plan; The cyclic steps include: when a survey completion signal is received from any surveyor, based on the current location of the surveyor, their business capabilities, and the location and operation information of all unsurveyed areas, a recommended survey area is determined and a survey tag is generated and associated with the corresponding recommended survey area. The unsurveyed areas are survey areas that have not been associated with survey tags. The preset conditions include: all the survey areas have been surveyed by surveyors; Among these, acquiring the professional capabilities of any surveyor includes: Acquire capability evaluation data, which includes several survey areas that any surveyor is expected to be able to survey, as well as the survey efficiency and survey level of each survey area; Obtain historical survey data, which includes the actual workload and work completion rate of any surveyor in the past. Determine whether the historical survey data is within the preset capability requirement range; If so, then based on the capability evaluation data, the professional capabilities of any of the surveyors are obtained; If not, then based on the capability evaluation data and the historical survey data, the professional capabilities of any surveyor are obtained; The step of determining the operational information for all the survey areas includes: Obtain regional images of all the surveyed areas; Based on all the images of the areas, determine the work area, basic work difficulty, and basic work volume of all the survey areas; Obtain weather conditions, including the type and level of weather during the survey period; Based on the weather conditions and the basic operational difficulty and workload of all the survey areas, the operational difficulty and workload of all the survey areas are determined.

2. The surveying scheme planning method according to claim 1, characterized in that, The process of determining the target survey plan based on the professional capabilities of all surveyors and the operational information of all survey areas includes: Obtain the regional location of all the surveyed areas; Based on all the said regional locations, distance data is determined, which includes the required distance time between any two regional locations; Based on the professional capabilities of all the surveyors and the work information of all the survey areas, the working hours of all the surveyors are determined, and each of the working hours includes the working hours required for the corresponding surveyor to survey each of the survey areas. Based on the route data and the working hour information of all the surveyors, at least two survey plans are determined, and each of the survey plans includes the survey tasks of all the surveyors. Based on the workload of all the survey areas and all the survey schemes, determine the total workload of each of the survey schemes; The survey scheme with the highest total workload is selected as the target survey scheme.

3. The surveying scheme planning method according to claim 1, characterized in that, Based on the road network information, multiple survey areas are determined, including: Based on the road network information, at least one road network type is determined; Determine the division method for each of the aforementioned road network types; Based on all the aforementioned division methods and the road network information, multiple survey areas are determined.

4. The surveying scheme planning method according to claim 1, characterized in that, Also includes: Obtain the survey results for any of the survey areas; Determine whether the survey results match the preset regional status; If so, a survey completion tag is generated and associated with the corresponding survey area, and the survey results are entered into the survey database; If not, then any of the survey areas is determined to be an abnormal survey area, and an abnormal survey label is generated and associated with the corresponding survey area.

5. A surveying scheme planning device, characterized in that, include: The road network information acquisition module is used to acquire road network information, which includes roads and buildings in the target area; The survey area determination module is used to determine multiple survey areas based on the road network information; The task information determination module is used to determine the task information for all the survey areas, and each task information includes the task type, task difficulty, and task quantity. The business capability acquisition module is used to acquire the business capabilities of several surveyors. Each of the business capabilities includes several survey areas that the corresponding surveyor can survey, as well as the survey efficiency and survey level of each survey area. The target survey plan determination module is used to determine the target survey plan based on the business capabilities of all the survey personnel and the operation information of all the survey areas. The target survey plan includes the survey tasks of all the survey personnel, and each survey task includes at least one survey area and a survey route. When the target survey plan determination module determines the target survey plan based on the professional capabilities of all surveyors and the operational information of all survey areas, it is specifically used for: Obtain the initial positions of all surveyors and the regional positions of all survey areas; Based on the initial location and professional skills of all surveyors, as well as the regional location and operational information of all survey areas, the initial survey areas of all surveyors are determined, and survey tags are generated and associated with the corresponding initial survey areas. Execute the loop steps until the preset conditions are met, then stop and determine the target survey plan; The cyclic steps include: when a survey completion signal is received from any surveyor, based on the current location of the surveyor, their business capabilities, and the location and operation information of all unsurveyed areas, a recommended survey area is determined and a survey tag is generated and associated with the corresponding recommended survey area. The unsurveyed areas are survey areas that have not been associated with survey tags. The preset conditions include: all the survey areas have been surveyed by surveyors; When the business capability acquisition module acquires the business capabilities of any surveyor, it is specifically used for: Acquire capability evaluation data, which includes several survey areas that any surveyor is expected to be able to survey, as well as the survey efficiency and survey level of each survey area; Obtain historical survey data, which includes the actual workload and work completion rate of any surveyor in the past. Determine whether the historical survey data is within the preset capability requirement range; If so, then based on the capability evaluation data, the professional capabilities of any of the surveyors are obtained; If not, then based on the capability evaluation data and the historical survey data, the professional capabilities of any surveyor are obtained; When the job information determination module determines the job information for all survey areas, it is specifically used for: Obtain regional images of all the surveyed areas; Based on all the images of the areas, determine the work area, basic work difficulty, and basic work volume of all the survey areas; Obtain weather conditions, including the type and level of weather during the survey period; Based on the weather conditions and the basic operational difficulty and workload of all the survey areas, the operational difficulty and workload of all the survey areas are determined.

6. An electronic device, characterized in that, The electronic device includes: At least one processor; Memory; At least one application, wherein the at least one application is stored in memory and configured to be executed by at least one processor, the at least one application being configured to: execute the survey scheme planning method according to any one of claims 1-4.

7. A computer-readable storage medium, characterized in that, include: It stores a computer program capable of being loaded by a processor and executing the survey scheme planning method as described in any one of claims 1-4.

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