Cable laying system and method based on multidimensional factors

Abstract

This invention discloses a cable laying system and method based on multi-dimensional factors. The method includes: acquiring a cable laying area, wherein the laying area corresponds to area information of different reference factors, wherein the area information of each reference factor includes multiple non-overlapping sub-regions and corresponding sub-region parameter values; generating multiple sub-paths corresponding to the reference factors based on the sub-regions and corresponding sub-region parameter values ​​recorded in the area information of each reference factor; and generating a cable laying path based on the multiple sub-paths, so that the overall area parameter values ​​calculated by the cable laying path under the multiple reference factors are optimal. This solution generates multiple sub-paths corresponding to the reference factors by using the area information of different reference factors corresponding to the laying area, and generates a cable laying path based on the generated multiple sub-paths. This can reasonably determine the cable laying path from the perspective of cable faults, improving the rationality of the laying path.

Description

Technical Field

[0001] This application relates to the field of cable laying technology, and in particular to a cable laying system and method based on multi-dimensional factors. Background Technology

[0002] Power cables are a crucial component of power systems, transmitting electrical energy from power plants to end-users. As key components for power transmission, they carry substantial currents, making power cable laying a vital task. The quality of cable laying directly impacts the stability of the power supply. Through proper preparation and a smooth laying process, power cables can operate safely and reliably, providing a stable and efficient power supply to meet the electricity needs of various sectors of society, reducing system failures, and improving power quality and reliability.

[0003] In existing cable laying technologies, most determine reasonable cable routes based on the principle of the shortest cable laying path or the difficulty of construction. However, in the actual cable laying process, the safety of cable operation also needs to consider other factors in multiple dimensions. The current method of determining the laying path has a low reference dimension and poor rationality, resulting in poor actual user satisfaction with the determined laying path. Summary of the Invention

[0004] This invention provides a cable laying system and method based on multi-dimensional factors, which solves the problems of low reference factor dimensions, poor rationality, and poor actual user satisfaction of the determined laying path in the prior art. It can reasonably determine the cable laying path from the perspective of cable faults, thereby improving the rationality of the laying path.

[0005] In a first aspect, embodiments of the present invention provide a cable laying method based on multi-dimensional factors, comprising:

[0006] The cable laying area is obtained, and the laying area corresponds to the area information of different reference factors. The area information of each reference factor includes multiple non-overlapping sub-regions and corresponding sub-region parameter values.

[0007] Based on the sub-regions and corresponding sub-region parameter values ​​recorded in the regional information of each reference factor, multiple sub-paths for the corresponding reference factor are generated.

[0008] The cable laying path is generated based on the multiple sub-paths so that the full-area parameter values ​​calculated by the cable laying path under the multiple reference factors are optimal.

[0009] Optionally, the reference factors include at least two or more of the following: fault factors, construction factors, cost factors, and maintenance factors, and the regional information of the different reference factors is generated based on the entered setting parameters.

[0010] Optionally, the generation of multiple sub-paths corresponding to each reference factor based on the sub-regions recorded in the regional information of each reference factor and the corresponding sub-region parameter values ​​includes:

[0011] Multiple sub-paths to be filtered are generated based on the set path generation rules;

[0012] The path parameter value of each sub-path to be filtered is calculated based on the sub-regions recorded in the regional information of each reference factor and the corresponding sub-region parameter values.

[0013] Based on the path parameter values, the sub-paths to be filtered are obtained to obtain multiple sub-paths corresponding to each reference factor.

[0014] Optionally, the process of generating multiple sub-paths to be filtered based on the set path generation rules includes:

[0015] Determine the area layout information of the area to be laid;

[0016] Multiple sub-paths to be filtered are generated based on the regional layout information and the set path generation rules.

[0017] Optionally, the step of calculating the path parameter value of each sub-path to be filtered based on the sub-regions recorded in the regional information of each reference factor and the corresponding sub-region parameter values ​​includes:

[0018] Determine the sub-region covered by each of the sub-paths to be filtered;

[0019] The path parameter value of each sub-path to be filtered is calculated based on the sub-region parameter value of the covered sub-region.

[0020] Optionally, the step of filtering the sub-paths to be filtered based on the path parameter values ​​to obtain multiple sub-paths corresponding to each reference factor includes:

[0021] Sort the sub-paths to be filtered based on the path parameter values;

[0022] For each reference factor, the sub-paths to be filtered that have a corresponding parameter ranking ratio of a preset proportion are determined as the multiple sub-paths obtained through filtering.

[0023] Optionally, generating the cable laying path based on the plurality of sub-paths includes:

[0024] Based on multiple sub-paths for each of the reference factors, a path group to be compared is generated, wherein each path group to be compared includes a sub-path corresponding to each of the reference factors.

[0025] Determine the overlap of sub-paths in each of the path groups to be compared, and merge multiple sub-paths in the path group with the highest overlap to generate a cable laying path.

[0026] Secondly, embodiments of the present invention also provide a cable laying system based on multi-dimensional factors, comprising:

[0027] The data acquisition module is used to acquire the area to be laid of the cable. The area to be laid corresponds to the area information of different reference factors. The area information of each reference factor includes multiple non-overlapping sub-regions and corresponding sub-region parameter values.

[0028] The sub-path generation module is used to generate multiple sub-paths for each reference factor based on the sub-regions recorded in the regional information of each reference factor and the corresponding sub-region parameter values.

[0029] The cable laying path generation module is used to generate a cable laying path based on the multiple sub-paths, so that the full-area parameter values ​​calculated by the cable laying path under the multiple reference factors are optimal.

[0030] Thirdly, embodiments of the present invention also provide a cable laying device based on multi-dimensional factors, the device comprising:

[0031] One or more processors;

[0032] Storage device for storing one or more programs.

[0033] When the one or more programs are executed by the one or more processors, the one or more processors implement the cable laying method based on multidimensional factors as described in the embodiments of the present invention.

[0034] Fourthly, embodiments of the present invention also provide a storage medium for storing computer-executable instructions, which, when executed by a computer processor, are used to execute the cable laying method based on multi-dimensional factors described in the embodiments of the present invention.

[0035] In this embodiment of the invention, the area to be laid for the cable is obtained. This area corresponds to regional information with different reference factors. Each reference factor's regional information includes multiple non-overlapping sub-regions and corresponding sub-region parameter values. Based on the sub-regions and corresponding sub-region parameter values ​​recorded in the regional information of each reference factor, multiple sub-paths corresponding to the reference factor are generated. A cable laying path is then generated based on these multiple sub-paths, ensuring that the generated cable laying path yields the optimal overall parameter values ​​calculated under the multiple reference factors in the area to be laid. This solution generates multiple sub-paths corresponding to different reference factors based on the regional information of the area to be laid, and then generates a cable laying path based on these multiple sub-paths. This solves the problems of low reference factor dimensionality, poor rationality, and poor actual user satisfaction of the determined laying path in the prior art. It can reasonably determine the cable laying path from the perspective of cable faults, improving the rationality of the laying path. Attached Figure Description

[0036] Figure 1 A flowchart illustrating a cable laying method based on multidimensional factors, provided as an embodiment of the present invention;

[0037] Figure 2 A schematic diagram of a sub-region divided into a laying area based on fault factors, provided in an embodiment of the present invention;

[0038] Figure 3 A flowchart illustrating a method for generating multiple sub-paths for each reference factor, provided in an embodiment of the present invention;

[0039] Figure 4 A schematic diagram of the area layout of the area to be laid, provided for an embodiment of the present invention;

[0040] Figure 5 A flowchart illustrating the calculation of path parameter values ​​and a filtering method for sub-paths to be filtered, provided as an embodiment of the present invention;

[0041] Figure 6 This is a schematic diagram of a sub-region covered by a sub-path to be filtered, provided in an embodiment of the present invention.

[0042] Figure 7 A flowchart of a cable laying path generation method provided in an embodiment of the present invention;

[0043] Figure 8 A modular structure block diagram of a cable laying system based on multidimensional factors is provided for an embodiment of the present invention;

[0044] Figure 9 This is a schematic diagram of a cable laying device based on multi-dimensional factors, provided as an embodiment of the present invention. Detailed Implementation

[0045] The embodiments of the present invention will be further described in detail below with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are merely illustrative of the present invention and not intended to limit the scope of the invention. Furthermore, it should be noted that, for ease of description, the accompanying drawings show only the parts relevant to the embodiments of the present invention, and not all structures.

[0046] Figure 1 A flowchart of a cable laying method based on multi-dimensional factors provided in an embodiment of the present invention is shown below. Figure 1 As shown, it specifically includes:

[0047] Step S101: Obtain the area to be laid for the cable. The area to be laid corresponds to area information with different reference factors. The area information of each reference factor includes multiple non-overlapping sub-regions and corresponding sub-region parameter values.

[0048] The cable laying area is defined as the region where cable laying is scheduled. Reference factors represent various elements considered when generating the cable laying path. The region information for each reference factor represents the data information corresponding to that factor in the cable laying area, including multiple non-overlapping sub-regions and their corresponding parameter values. Sub-regions are areas divided within the cable laying area based on the corresponding reference factor. Sub-region parameter values ​​represent the parameter values ​​of the reference factor corresponding to the sub-region. Responding to the cable laying area acquisition command, the cable laying area and the region information of different reference factors corresponding to it are acquired. The region information for each reference factor includes multiple non-overlapping sub-regions and their corresponding parameter values. Optionally, the reference factors include at least two or more of fault factors, construction factors, cost factors, and maintenance factors. The region information for different reference factors is generated based on entered setting parameters. In one embodiment, the cable laying area is acquired, and the corresponding reference factors are fault factors and cost factors. The region information corresponding to the fault factors and cost factors is generated based on entered setting parameters, such as... Figure 2 As shown, Figure 2This is a schematic diagram illustrating the sub-regions divided into a cable laying area based on fault factors, as provided in an embodiment of the present invention. The entire diagram represents the acquired cable laying area, and the rectangles numbered 1 to 8 represent sub-regions obtained by dividing the laying area based on fault factors. The recorded fault rates are as follows: sub-region 1: 30%; sub-region 2: 20%; sub-region 3: 50%; sub-region 4: 25%; sub-region 5: 10%; sub-region 6: 33%; sub-region 7: 5%; and sub-region 8: 45%. The acquired cable laying area corresponds to area information recorded with different reference factors. Each reference factor's area information includes multiple non-overlapping sub-regions and corresponding sub-region parameter values, which can improve the reference factor dimensionality of the laying path and the rationality of the generated laying path.

[0049] Step S102: Based on the sub-regions and corresponding sub-region parameter values ​​recorded in the regional information of each reference factor, generate multiple sub-paths for the corresponding reference factor.

[0050] Here, sub-paths are used to represent multiple paths from the laying start point to the laying end point generated based on the regional information of each reference factor. After obtaining the cable laying area and the regional information of each reference factor in the laying area, multiple sub-paths from the laying start point to the laying end point are generated based on the sub-regions recorded in the regional information of each reference factor and the corresponding sub-region parameter values. In one embodiment, the reference factors are fault factors and cost factors. The sub-regions recorded in the regional information of the fault factor are sub-region 1, sub-region 2, and sub-region 3, with corresponding fault rates of 30%, 40%, and 10%, respectively. Sub-paths a and b from the laying start point to the laying end point are generated based on sub-regions 1, 2, and 3 of the fault factor and their corresponding fault rates. The sub-regions recorded in the regional information of the cost factor are sub-regions 4, sub-region 5, and sub-region 6, with corresponding cost values ​​of 1 million, 2 million, and 3 million, respectively. Sub-paths c and d from the laying start point to the laying end point are generated based on sub-regions 4, 5, and 6 of the cost factor and their corresponding cost values. Based on the sub-regions and corresponding sub-region parameter values ​​recorded in the regional information of each reference factor, multiple sub-paths corresponding to the reference factors are generated, which improves the reference factor dimension of the laying path and the rationality of the generated laying path.

[0051] Step S103: Generate a cable laying path based on the multiple sub-paths, so that the full-area parameter values ​​calculated by the cable laying path under the multiple reference factors are optimal.

[0052] The cable laying path is used to characterize the optimal path for cable laying, and the overall area parameter value is used to characterize the parameter values ​​of the reference factors for each feasible cable laying path within the area to be laid. After generating multiple sub-paths corresponding to each reference factor based on the data recorded in the area information of each reference factor, the generated sub-paths for each reference factor are analyzed. Based on the analysis results, the cable laying path is generated to ensure that the final generated cable laying path has the optimal overall area parameter value calculated under multiple reference factors. In one embodiment, the reference factors are fault factors and cost factors. The corresponding sub-paths generated based on the data recorded in the area information of the fault factor include sub-path 1, sub-path 2, and sub-path 3; the corresponding sub-paths generated based on the data recorded in the area information of the cost factor include sub-path 4, sub-path 5, and sub-path 6. Sub-paths 1, 2, 3, 4, 5, and 6 are analyzed and processed based on the parameter factors corresponding to each sub-path to generate the final cable laying path. By generating multiple sub-paths based on each reference factor, the cable laying path can be optimized, improving the rationality of the laying path and the satisfaction of actual users.

[0053] As described above, the cable laying area is obtained, and this area corresponds to regional information with different reference factors. Each reference factor's regional information includes multiple non-overlapping sub-regions and corresponding sub-region parameter values. Based on the sub-regions and their parameter values ​​recorded in the regional information of each reference factor, multiple sub-paths for that reference factor are generated. A cable laying path is then generated based on these sub-paths, ensuring that the generated cable laying path optimizes the overall parameter values ​​calculated under the multiple reference factors in the laying area. This solution generates multiple sub-paths for different reference factors based on the regional information of the laying area, and then generates the cable laying path based on these sub-paths. This solves the problems of low reference factor dimensionality, poor rationality, and low actual user satisfaction of the determined laying paths in existing technologies. It can reasonably determine the cable laying path from the perspective of cable faults, improving the rationality of the laying path.

[0054] Figure 3 A flowchart illustrating a method for generating multiple sub-paths for each reference factor, as provided in an embodiment of the present invention, is shown below. Figure 3 As shown, it specifically includes:

[0055] Step S201: Obtain the area to be laid for the cable. The area to be laid corresponds to area information with different reference factors. The area information of each reference factor includes multiple non-overlapping sub-regions and corresponding sub-region parameter values.

[0056] Step S202: Generate multiple sub-paths to be filtered based on the set path generation rules. Calculate the path parameter value of each sub-path to be filtered based on the sub-regions recorded in the regional information of each reference factor and the corresponding sub-region parameter values. Filter the sub-paths to be filtered based on the path parameter values ​​to obtain multiple sub-paths corresponding to each reference factor.

[0057] Here, the path generation rule is used to characterize the method of generating paths from the starting point to the ending point in the area to be laid; the sub-paths to be filtered are the paths generated based on the path rule and awaiting filtering; the path parameter values ​​are the values ​​calculated by the sub-paths to be filtered based on a reference factor. Multiple sub-paths to be filtered are generated in the area to be laid based on the set path generation rule. Optionally, the regional layout information of the area to be laid is determined, and multiple sub-paths to be filtered are generated according to the regional layout information and the set path generation rule. The regional layout information refers to the location information of the buildings and facilities in the area to be laid. After generating multiple sub-paths to be filtered, the path parameter value of each sub-path to be filtered is calculated based on the sub-regions recorded in the regional information of each reference factor corresponding to the area to be laid and the corresponding sub-region parameter values. The sub-paths to be filtered are then filtered based on the path parameter values ​​of each sub-path to obtain multiple sub-paths corresponding to each reference factor. In one embodiment, the reference factors for the area to be laid are construction factors and cost factors, and the path generation rule generates multiple paths that do not pass through the buildings and facilities in the area to be laid, such as... Figure 4 As shown, Figure 4 This is a schematic diagram of the layout of a laying area provided in an embodiment of the present invention. The entire graphic represents the laying area, 01 is the laying start point, 02 is the laying end point, and the black-filled rectangles in the graphic represent the building facilities in the laying area. 03, 04, 05, and 06 are four sub-paths to be selected, generated based on the area layout information and the set path generation rules. After generating multiple sub-paths to be selected, the path parameter values ​​of each sub-path to be selected are calculated based on the sub-areas recorded in the area information of construction factors and cost factors, and the corresponding sub-area parameter values. Based on the path parameter values ​​of each sub-path to be selected, multiple sub-paths corresponding to each reference factor are obtained. In another embodiment, the cable laying type is obtained, the corresponding path generation rules are determined according to the cable laying type, and multiple sub-paths to be selected in the laying area are generated based on the determined path generation rules.

[0058] Step S203: Generate a cable laying path based on the multiple sub-paths, so that the full-area parameter values ​​calculated by the cable laying path under the multiple reference factors are optimal.

[0059] As described above, after obtaining the cable laying area and the area information of each reference factor within that area, multiple sub-paths to be filtered are generated based on the set path generation rules. The path parameter values ​​for each sub-path to be filtered are calculated based on the sub-regions recorded in the area information of each reference factor and their corresponding parameter values. Based on these path parameter values, the sub-paths are filtered to obtain multiple sub-paths corresponding to each reference factor. This solution generates multiple sub-paths to be filtered based on path generation rules and filters them according to the area information of the reference factors, thus improving the dimensionality of the reference factors for the laying path and the rationality of the generated laying path.

[0060] Figure 5 A flowchart illustrating the calculation of path parameter values ​​and a filtering method for sub-paths to be filtered, provided as an embodiment of the present invention, is shown below. Figure 5 As shown, it specifically includes:

[0061] Step S301: Obtain the area to be laid for the cable. The area to be laid corresponds to area information with different reference factors. The area information of each reference factor includes multiple non-overlapping sub-regions and corresponding sub-region parameter values.

[0062] Step S302: Generate multiple sub-paths to be filtered based on the set path generation rules, determine the sub-regions covered by each sub-path to be filtered, calculate the path parameter value of each sub-path to be filtered based on the sub-region parameter value of the covered sub-region, sort the parameters of the sub-paths to be filtered based on the path parameter value, and for each reference factor, determine the sub-paths to be filtered with the corresponding parameter sorting ratio as the multiple sub-paths obtained by filtering.

[0063] In this process, after generating multiple sub-paths to be filtered based on the set path generation rules, the sub-regions covered by each generated sub-path are determined. The path parameter values ​​of each sub-path are calculated based on the sub-region parameter values. The parameters of each sub-path are then sorted. For each reference factor, the sub-paths with a parameter sorting ratio of a preset proportion are selected as the corresponding filtered sub-paths. In one embodiment, such as... Figure 6 As shown, Figure 6This is a schematic diagram of the sub-regions covered by a sub-path to be screened, provided by an embodiment of the present invention. The entire diagram shows the division of sub-regions of fault factors. 11 is a sub-path to be screened, which covers sub-regions 1, 3, 6, and 8, with corresponding fault rates of 30%, 40%, 50%, and 20%, respectively. The total length of the path to be screened is 500 meters. The length covered in sub-region 1 is 150 meters, the lengths covered in sub-regions 3 and 6 are 50 meters each, and the length covered in sub-region 8 is 250 meters. The corresponding weights are calculated based on the coverage length as 0.3, 0.1, 0.1, and 0.5, respectively. The path parameter value of this sub-path to be screened for fault factors is calculated to be 28% (0.3*30%+0.1*40%+0.1*50%+0.5*20%). In another embodiment, there are five sub-paths to be screened: sub-path 1, sub-path 2, sub-path 3, sub-path 4, and sub-path 5. Based on the data recorded in the regional information of fault factors, the path fault parameter value for sub-path 1 is calculated to be 30%, for sub-path 2 to be 20%, for sub-path 3 to be 10%, for sub-path 4 to be 40%, and for sub-path 5 to be 5%. The path fault parameter values ​​are sorted from lowest to highest as follows: sub-path 5 < sub-path 3 < sub-path 2 < sub-path 1 < sub-path 4. Based on the data recorded in the regional information of cost factors, the path cost parameter value for sub-path 1 is calculated to be 20%. The path cost parameter value of sub-path 2 to be screened is 1.5 million, the path cost parameter value of sub-path 3 to be screened is 5 million, the path cost parameter value of sub-path 4 to be screened is 2.5 million, and the path cost parameter value of sub-path 5 to be screened is 4 million. The sub-paths to be screened are sorted from low to high according to the path cost parameter value as follows: sub-path 2 to be screened < sub-path 1 to be screened < sub-path 4 to be screened < sub-path 5 to be screened < sub-path 3 to be screened. The preset ratio is 60%. The sub-paths to be screened with the fault factor parameter ranking ratio is the top 60%, that is, the multiple sub-paths of the fault factor are sub-path 5, sub-path 3 and sub-path 2 to be screened. The sub-paths to be screened with the cost factor parameter ranking ratio is the top 60%, that is, the multiple sub-paths of the cost factor are sub-path 2, sub-path 1 and sub-path 4 to be screened.

[0064] Step S303: Generate a cable laying path based on the multiple sub-paths, so that the full-area parameter values ​​calculated by the cable laying path under the multiple reference factors are optimal.

[0065] As described above, based on the set path generation rules, multiple sub-paths to be filtered are generated. The sub-regions covered by each sub-path are determined. The path parameter values ​​of each sub-path are calculated based on the sub-region parameter values ​​of the covered sub-regions. The parameters of each sub-path are then sorted. For each reference factor, the sub-paths with a ranking percentage of their corresponding parameters are selected as the corresponding multiple sub-paths. This solution calculates the corresponding path parameter values ​​based on the sub-region parameter values ​​of the covered sub-regions and sorts the sub-paths based on these values. Sub-paths with a ranking percentage within the preset proportion are selected as the corresponding multiple sub-paths. This method can filter out sub-paths with better path parameter values, improving the dimensionality of reference factors for path laying and the rationality of generated laying paths.

[0066] Figure 7 A flowchart of a cable laying path generation method provided in an embodiment of the present invention is shown below. Figure 7 As shown, it specifically includes:

[0067] Step S401: Obtain the area to be laid for the cable. The area to be laid corresponds to area information with different reference factors. The area information of each reference factor includes multiple non-overlapping sub-regions and corresponding sub-region parameter values.

[0068] Step S402: Based on the sub-regions and corresponding sub-region parameter values ​​recorded in the regional information of each reference factor, generate multiple sub-paths for the corresponding reference factor.

[0069] Step S403: Based on multiple sub-paths of each reference factor, generate a path group to be compared, wherein each path group to be compared includes a sub-path corresponding to each reference factor in all reference factors, determine the overlap of sub-paths in each path group to be compared, and merge multiple sub-paths in the path group to be compared with the highest overlap to generate a cable laying path, so that the full-area parameter values ​​calculated by the cable laying path under the multiple reference factors are optimal.

[0070] Here, overlap refers to the degree of overlap between sub-paths. Based on multiple sub-paths for each reference factor, a comparison path group is generated. Each comparison path group includes one sub-path corresponding to each reference factor. The overlap of the sub-paths in each comparison path group is determined. The multiple sub-paths in the comparison path group with the highest overlap are merged to generate the cable laying path. In one embodiment, the reference factors for the laying area include cost factors and fault factors. The multiple sub-paths for the fault factors are sub-paths to be screened 1, 2, and 3; the multiple sub-paths for the cost factors are sub-paths to be screened 2 and 4. The generated comparison path group a includes sub-paths to be screened 1 and 2; comparison path group b includes sub-paths to be screened 1 and 4; comparison path group c includes sub-paths to be screened 2 and 3; comparison path group d includes sub-paths to be screened 2 and 4; and comparison path group e includes sub-paths to be screened 3 and 4. Select sub-path 3 and sub-path 2 to be screened. The path group f to be compared includes sub-path 3 and sub-path 4 to be screened. The overlap of the path group a to be compared is 50%, the overlap of the path group b to be compared is 40%, the overlap of the path group c to be compared is 100%, the overlap of the path group d to be compared is 20%, the overlap of the path group e to be compared is 10%, and the overlap of the path group f to be compared is 70%. The path group with the highest overlap is the path group c to be compared. In the path group c to be compared, the sub-paths for cost factors and fault factors are both sub-path 2 to be screened. Therefore, the path 2 to be screened is determined as the cable laying path. In another embodiment, the reference factors for the area to be laid include cost factors and fault factors. If the sub-paths of the cost factors and fault factors in the path group to be compared with the highest overlap are different and have an overlap of 95%, then one of the two sub-paths can be randomly selected as the cable laying path. Alternatively, the non-overlapping parts of the two sub-paths can be adaptively adjusted to merge them and a new path can be generated as the cable laying path.

[0071] As described above, after generating multiple sub-paths corresponding to each reference factor, a comparison path group is generated based on the multiple sub-paths for each reference factor. Each comparison path group includes one sub-path corresponding to each reference factor. The overlap degree of the sub-paths in each comparison path group is determined. The multiple sub-paths in the comparison path group with the highest overlap degree are then merged to generate the cable laying path, ensuring that the overall parameter values ​​calculated for the cable laying path under the multiple reference factors are optimal. This scheme generates comparison path groups based on multiple sub-paths for each reference factor, and merges the sub-paths in the comparison path group with the highest route overlap degree to generate the cable laying path. This optimizes the cable laying path parameters while improving the rationality of the laying path and the actual user satisfaction.

[0072] Figure 8 This invention provides a modular structure block diagram of a cable laying system based on multi-dimensional factors. This system is used to execute the cable laying method based on multi-dimensional factors provided in the above embodiments, and possesses corresponding functional modules and beneficial effects for executing the method. For example... Figure 8 As shown, the system specifically includes:

[0073] The data acquisition module 101 is used to acquire the area to be laid of the cable. The area to be laid corresponds to the area information of different reference factors. The area information of each reference factor includes multiple non-overlapping sub-regions and corresponding sub-region parameter values.

[0074] The sub-path generation module 102 is used to generate multiple sub-paths for each reference factor based on the sub-regions recorded in the regional information of each reference factor and the corresponding sub-region parameter values.

[0075] The cable laying path generation module 103 is used to generate a cable laying path based on the multiple sub-paths, so that the full-area parameter values ​​calculated by the cable laying path under the multiple reference factors are optimal.

[0076] As described above, the method involves obtaining the cable laying area, which corresponds to regional information with different reference factors. Each reference factor's regional information includes multiple non-overlapping sub-regions and their corresponding parameter values. Based on the sub-regions and parameter values ​​recorded in the regional information of each reference factor, multiple sub-paths for that reference factor are generated. A cable laying path is then generated based on these sub-paths, ensuring that the generated cable laying path optimizes the overall parameter values ​​calculated under the multiple reference factors in the laying area. This method generates multiple sub-paths for different reference factors within the laying area, and then generates the cable laying path based on these sub-paths. This solves the problems of low reference factor dimensionality, poor rationality, and low actual user satisfaction of the determined laying paths in existing technologies. It can reasonably determine the cable laying path from the perspective of cable faults, improving the rationality of the laying path.

[0077] In one possible embodiment, the data acquisition module 101 specifically includes:

[0078] The reference factors include at least two or more of the following: fault factors, construction factors, cost factors, and maintenance factors. The regional information of the different reference factors is generated based on the entered setting parameters.

[0079] In one possible embodiment, the sub-path generation module 102 specifically includes:

[0080] Multiple sub-paths to be filtered are generated based on the set path generation rules;

[0081] The path parameter value of each sub-path to be filtered is calculated based on the sub-regions recorded in the regional information of each reference factor and the corresponding sub-region parameter values.

[0082] Based on the path parameter values, the sub-paths to be filtered are obtained to obtain multiple sub-paths corresponding to each reference factor.

[0083] In one possible embodiment, the sub-path generation module 102 further includes:

[0084] Determine the area layout information of the area to be laid;

[0085] Multiple sub-paths to be filtered are generated based on the regional layout information and the set path generation rules.

[0086] In one possible embodiment, the sub-path generation module 102 further includes:

[0087] Determine the sub-region covered by each of the sub-paths to be filtered;

[0088] The path parameter value of each sub-path to be filtered is calculated based on the sub-region parameter value of the covered sub-region.

[0089] In one possible embodiment, the sub-path generation module 102 further includes:

[0090] Sort the sub-paths to be filtered based on the path parameter values;

[0091] For each reference factor, the sub-paths to be filtered that have a corresponding parameter ranking ratio of a preset proportion are determined as the multiple sub-paths obtained through filtering.

[0092] In one possible embodiment, the sub-path generation module 102 specifically includes:

[0093] Based on multiple sub-paths for each of the reference factors, a path group to be compared is generated, wherein each path group to be compared includes a sub-path corresponding to each of the reference factors.

[0094] Determine the overlap of sub-paths in each of the path groups to be compared, and merge multiple sub-paths in the path group with the highest overlap to generate a cable laying path.

[0095] Figure 9 This is a schematic diagram of a cable laying device based on multi-dimensional factors provided in an embodiment of the present invention, as shown below. Figure 9As shown, the device includes a processor 201, a memory 202, an input device 203, and an output device 204; the number of processors 201 in the device can be one or more. Figure 9 Taking a processor 201 as an example; the processor 201, memory 202, input device 203, and output device 204 in the device can be connected via a bus or other means. Figure 9 Taking a bus connection as an example, the memory 202, as a computer-readable storage medium, can be used to store software programs, computer-executable programs, and modules, such as the program instructions / modules corresponding to the cable laying method based on multi-dimensional factors in this embodiment of the invention. The processor 201 executes various functional applications and data processing of the device by running the software programs, instructions, and modules stored in the memory 202, thereby realizing the aforementioned cable laying method based on multi-dimensional factors. The input device 203 can be used to receive input digital or character information and generate key signal inputs related to user settings and function control of the device. The output device 204 may include a display screen or other display device.

[0096] This invention also provides a storage medium containing computer-executable instructions, which, when executed by a computer processor, are used to perform a cable laying method based on multi-dimensional factors, the method comprising:

[0097] The cable laying area is obtained, and the laying area corresponds to the area information of different reference factors. The area information of each reference factor includes multiple non-overlapping sub-regions and corresponding sub-region parameter values.

[0098] Based on the sub-regions and corresponding sub-region parameter values ​​recorded in the regional information of each reference factor, multiple sub-paths for the corresponding reference factor are generated.

[0099] The cable laying path is generated based on the multiple sub-paths so that the full-area parameter values ​​calculated by the cable laying path under the multiple reference factors are optimal.

[0100] It is worth noting that in the above embodiments of the cable laying method system based on multi-dimensional factors, the various units and modules included are only divided according to functional logic, but are not limited to the above division, as long as the corresponding functions can be achieved; in addition, the specific names of each functional unit are only for easy differentiation and are not used to limit the protection scope of the embodiments of the present invention.

[0101] Note that the above are merely preferred embodiments and the technical principles applied in this invention. Those skilled in the art will understand that the embodiments of this invention are not limited to the specific embodiments described herein, and various obvious changes, readjustments, and substitutions can be made without departing from the protection scope of this invention. Therefore, although the embodiments of this invention have been described in detail above, the embodiments of this invention are not limited to the above embodiments. More other equivalent embodiments may be included without departing from the concept of the embodiments of this invention, and the scope of the embodiments of this invention is determined by the scope of the appended claims.

Claims

1. A cable laying method based on multi-dimensional factors, characterized in that, include: The cable laying area is obtained, and the laying area corresponds to the area information of different reference factors. The area information of each reference factor includes multiple non-overlapping sub-regions and corresponding sub-region parameter values. The reference factors include at least two of the following: fault factors, construction factors, cost factors, and maintenance factors. The area information of different reference factors is generated based on the entered setting parameters. Determine the regional layout information of the area to be laid, generate multiple sub-paths to be filtered based on the regional layout information and the set path generation rules, determine the sub-region covered by each sub-path to be filtered, calculate the path parameter value of each sub-path to be filtered based on the sub-region parameter value of the covered sub-region, and filter the sub-paths to be filtered based on the path parameter value to obtain multiple sub-paths corresponding to each reference factor. Based on multiple sub-paths for each of the reference factors, a path group to be compared is generated, wherein each path group to be compared includes a sub-path corresponding to each of the reference factors; the overlap of the sub-paths in each path group to be compared is determined, and multiple sub-paths in the path group to be compared with the highest overlap are fused to generate a cable laying path, so that the full-area parameter values ​​calculated by the cable laying path under multiple reference factors are optimal.

2. The cable laying method according to claim 1, characterized in that, The process of filtering the sub-paths to be filtered based on the path parameter values ​​to obtain multiple sub-paths corresponding to each reference factor includes: Sort the sub-paths to be filtered based on the path parameter values; For each reference factor, the sub-paths to be filtered that have a corresponding parameter ranking ratio of a preset proportion are determined as the multiple sub-paths obtained through filtering.

3. A cable laying system based on multi-dimensional factors, characterized in that, include: The data acquisition module is used to acquire the area to be laid of the cable. The area to be laid corresponds to the area information of different reference factors. The area information of each reference factor includes multiple non-overlapping sub-regions and corresponding sub-region parameter values. The reference factors include at least two of the following: fault factors, construction factors, cost factors, and maintenance factors. The area information of different reference factors is generated based on the input setting parameters. The sub-path generation module is used to determine the regional layout information of the area to be laid, generate multiple sub-paths to be filtered according to the regional layout information and the set path generation rules, determine the sub-area covered by each sub-path to be filtered, calculate the path parameter value of each sub-path to be filtered according to the sub-area parameter value of the covered sub-area, and filter the sub-paths to be filtered based on the path parameter value to obtain multiple sub-paths corresponding to each reference factor. The cable laying path generation module is used to generate a comparison path group based on multiple sub-paths of each reference factor, wherein each comparison path group includes a sub-path corresponding to each reference factor in all reference factors; determine the overlap of sub-paths in each comparison path group, and merge multiple sub-paths in the comparison path group with the highest overlap to generate a cable laying path, so that the cable laying path obtains the optimal full-area parameter value under multiple reference factors.

4. A cable laying device based on multi-dimensional factors, the device comprising: One or more processors; A storage device for storing one or more programs, which, when executed by one or more processors, cause the one or more processors to implement the cable laying method based on multidimensional factors as described in any one of claims 1-2.

5. A storage medium storing computer-executable instructions, which, when executed by a computer processor, are used to perform the cable laying method based on multidimensional factors as described in any one of claims 1-2.

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