Distribution network resource optimization configuration method and system based on artificial intelligence

Abstract

The present invention provides a method and system for optimizing the configuration of distribution network resources based on artificial intelligence. It relates to data processing technology, and the method includes: establishing a virtual network corresponding to the distribution network based on digital twin technology, obtaining the power planning starting point and the power planning ending point selected by the resource configuration end; determining the initial planning route composed of the power planning starting point and the ending point, and performing corridor interception on the virtual corridor based on the relative position relationship between the initial planning route and the virtual corridor to obtain the corridor planning section; segmenting the corridor planning section, and updating the route of the initial planning route based on each divided sub-segment of the corresponding idle attribute to obtain the current planning route; configuring route temperature control, and sending circuit resource optimization data to the resource configuration end; in response to receiving the configuration completion signal sent by the resource configuration end, obtaining temperature monitoring data, and updating the operation status of the current planning route in the virtual network. The present invention at least improves the planning efficiency.

Description

Technical Field

[0001] The present invention relates to data processing technology, and in particular to a distribution network resource optimization configuration method and system based on artificial intelligence. Background Art

[0002] In order to realize power supply between power installation equipment, cables are needed to connect the two power installation equipment. Before that, it is very necessary to reasonably plan the cable transmission route.

[0003] During the research, the inventors found that since there may be multiple power installation equipment and corridors in a distribution network, which are complex, if the most reasonable planning route can be planned through artificial intelligence and other means, the corresponding planning efficiency and planning effect can be greatly improved. Summary of the invention

[0004] Based on the above problems, the present invention is proposed to provide an artificial intelligence-based distribution network resource optimization configuration method and system that overcomes the above problems or at least partially solves the above problems.

[0005] According to one aspect of the present invention, there is provided a method for optimizing and configuring distribution network resources based on artificial intelligence, comprising the following steps:

[0006] Establish a virtual network corresponding to the power distribution network based on the digital twin technology, and obtain the power planning starting point and the power planning ending point selected by the resource configuration end based on the virtual network;

[0007] Determine an initial planning route consisting of the power planning starting point and the power planning ending point, and perform corridor interception on the virtual corridor based on the relative position relationship between the initial planning route and the virtual corridor in the virtual network to obtain a corridor planning segment;

[0008] Segmenting the corridor planning segment based on different planning attributes, and updating the initial planning route based on each segmented sub-segment corresponding to the idle attribute, to obtain a current planning route;

[0009] Performing route temperature control configuration based on the currently planned route, and sending the obtained circuit resource optimization data to the resource configuration end;

[0010] In response to receiving a configuration completion signal sent by the resource configuration end based on the circuit resource optimization data, temperature monitoring data corresponding to the route temperature control configuration is obtained, and the operating status of the currently planned route is updated in the virtual network based on the temperature monitoring data.

[0011] Optionally, in the method according to the present invention, obtaining the power planning starting point and the power planning ending point selected by the resource configuration end based on the virtual network includes:

[0012] In response to the resource configuration end interacting with any location point in the virtual network, determining the area type of the area where the location point is located, wherein the area type includes a power planning area and a power infrastructure area;

[0013] When the area type is a power infrastructure area, all power planning areas within a preset range of the location point are determined in the virtual network, and the resource configuration end is instructed to reselect the location point based on all the determined power planning areas;

[0014] When the area type is the power planning area, a device installation display interface is retrieved and sent to the resource configuration end, wherein the device installation display interface includes various power installation devices;

[0015] In response to the resource configuration end selecting any power installation equipment located in the equipment installation display interface, determining whether the power planning area can accommodate the power installation equipment based on the area size of the power planning area and the equipment size of the power installation equipment;

[0016] When the power planning area can accommodate the power installation equipment, fill the power installation equipment into the power planning area, and obtain the device type determined by the resource configuration end based on the power installation equipment, wherein the device type includes a power starting device and a power terminating device;

[0017] In response to the resource configuration end completing the planning of the power starting device and the power terminating device, a power planning starting point and a power planning terminating point corresponding to the power starting device and the power terminating device respectively are determined.

[0018] Optionally, in the method according to the present invention, when the area type is a power infrastructure area, all power planning areas within a preset range of the location point are determined in the virtual network, and the resource configuration end is instructed to reselect the location point based on all the determined power planning areas, including:

[0019] When the area type is a power infrastructure area, generating an area circle with the location point as the center and a preset range as the radius, and determining in the virtual network each power planning area that at least partially overlaps with the area circle;

[0020] Determine the location distances between each power planning area and the location point and the area sizes corresponding to each power planning area, and perform regional evaluation on each power planning area based on the location distances and area sizes corresponding to the same power planning area;

[0021] Based on the obtained regional scores, each power planning area is sorted to obtain a regional sequence with corresponding regional scores from high to low;

[0022] Determine each planning contour corresponding to each power planning area, and generate each contour connection line connecting each planning contour with the position point;

[0023] Based on the area sequence, the contour connection lines and planning contours corresponding to the same power planning area are displayed in sequence with corresponding preset pixel values, and the location point is reselected in response to the interaction of the resource configuration end with any point in the displayed power planning area.

[0024] Optionally, in the method according to the present invention, performing regional evaluation on each power planning area based on the location distance and area size corresponding to the same power planning area includes:

[0025] The regional evaluation of any power planning area is carried out by the following formula:

[0026] ;

[0027] Among them, the is the regional score obtained after regional evaluation. is the position distance, is the distance normalization value, is the distance weight value, is the area size, is the size normalized value, is the size distance weight value.

[0028] Optionally, in the method according to the present invention, determining an initial planned route consisting of the power planning starting point and the power planning ending point, and performing corridor interception on the virtual corridor based on the relative position relationship between the initial planned route and the virtual corridor in the virtual network to obtain a corridor planning segment includes:

[0029] Taking the electric power planning starting point and the electric power planning ending point as the line segment endpoints respectively, generating a point connection line for connecting the electric power planning starting point and the electric power planning ending point;

[0030] Determining whether there is an electric power infrastructure area overlapping with the point-to-point connection line in the virtual network, and if so, determining an infrastructure outline corresponding to the electric power infrastructure area and a line segment portion corresponding to the point-to-point connection line;

[0031] Based on the point connection line, the infrastructure outline is divided into contours to obtain a first contour portion and a second contour portion located on both sides of the point connection line;

[0032] The line segment portion is replaced by a contour portion close to a virtual corridor in the virtual network to obtain an initial planned route;

[0033] A route portion corresponding to a virtual corridor in the virtual network is determined on the initial planned route along an extension direction of the initial planned route, and corridor interception is performed on the virtual corridor based on the route portion to obtain a corridor planning segment.

[0034] Optionally, in the method according to the present invention, after obtaining the corridor planning section, the method further comprises:

[0035] Dividing the corridor planning section into points to obtain points with the same spacing;

[0036] Determine the distances between each divided point and each point of the initial planned route along the extension direction of the initial planned route, and compare the distances of each point with the retrieved preset distance;

[0037] Determine all the division points whose corresponding point distance is greater than the preset distance as a paragraph determination set, and determine the division points that are continuously arranged in the paragraph determination set as division paragraph groups, to obtain the division paragraph groups corresponding to the same paragraph determination set;

[0038] Determine the division lengths corresponding to the division paragraph groups based on the number of division points included in the division paragraph groups, and compare the division lengths with the retrieved preset lengths;

[0039] Determine each segment part in the corridor planning segment for all segment groups whose corresponding segment lengths are greater than the preset length, and remove each segment part from the corridor planning segment to obtain an updated corridor planning segment including each planning segment.

[0040] Optionally, in the method according to the present invention, the corridor planning section includes line placement areas corresponding to different vertical arrangement levels;

[0041] The corridor planning segment is segmented based on different planning attributes, and the initial planning route is updated based on each segmented sub-segment corresponding to the idle attribute to obtain a current planning route, including:

[0042] Determine the planning attributes of each line placement area included in each planning section, and segment the line placement area if there are different planning attributes to obtain a first area sub-segment corresponding to an idle attribute and a second area sub-segment corresponding to a placement attribute;

[0043] Merging any first regional sub-segment that is connected to other first regional sub-segments that are in different vertical arrangement levels to obtain merged first regional sub-segments;

[0044] Determine the lengths of each area corresponding to each first area sub-segment along the extension direction of the corridor planning section, and compare the lengths of each area with the retrieved reference length;

[0045] Determine all first area subsegments corresponding to the area length greater than the reference length as area determination groups, and obtain area determination groups corresponding to the planning sections respectively;

[0046] The initial planned route is updated based on the area determination groups corresponding to the planned sections to obtain a current planned route.

[0047] Optionally, in the method according to the present invention, updating the initial planned route based on the area determination groups corresponding to the planned sections to obtain the current planned route includes:

[0048] Arrange and combine the first area sub-segments in the same area determination group along the extension direction of the corridor planning section to obtain sub-segment arrangement groups, wherein there is a corresponding spacing distance between the first area sub-segments in adjacent positions in any sub-segment arrangement group along the extension direction of the corridor planning section;

[0049] Determine the lengths of the regions corresponding to all the first region sub-segments in each sub-segment arrangement group, and obtain the lengths of the combinations corresponding to the sub-segment arrangement groups based on summing the lengths of the regions corresponding to the same sub-segment arrangement group;

[0050] Based on any planning section, the sub-segment arrangement group corresponding to the longest combination length is determined as the update area group, and each update area group corresponding to each planning section is obtained;

[0051] Parts to be replaced corresponding to the update area groups are determined on the initial planned route along the extension direction of the initial planned route, and the parts to be replaced are replaced based on the update area groups to obtain the current planned route.

[0052] Optionally, in the method according to the present invention, performing route temperature control configuration based on the current planned route and sending the obtained circuit resource optimization data to the resource configuration end includes:

[0053] Determine updated portions corresponding to the update area groups on the current planned route, and determine remaining portions on the current planned route other than the updated portions as unupdated portions;

[0054] Determining in the virtual network whether there are other planned routes corresponding to any updated portion at adjacent vertical arrangement levels, and determining all corresponding updated portions as independent temperature control configuration groups;

[0055] The route temperature control configuration of the first virtual acquisition unit is performed on the unupdated part, and the route temperature control configuration of each second virtual acquisition unit is performed on each updated part located in the independent temperature control configuration group, and the obtained circuit resource optimization data is sent to the resource configuration end.

[0056] Optionally, in the method according to the present invention, updating the running status of the current planned route in the virtual network based on the temperature monitoring data includes:

[0057] Acquire first temperature data output by a first real acquisition unit corresponding to the first virtual acquisition unit, and compare the first temperature data with the retrieved reference temperature data;

[0058] When the first temperature data is greater than the reference temperature data, determining the running state of the currently planned route as a first abnormal state;

[0059] When the first temperature data is less than or equal to the reference temperature data, obtaining each second temperature data output by each second real acquisition unit corresponding to each second virtual acquisition unit, and comparing each second temperature data with the retrieved reference temperature data,

[0060] When any one of the second temperature data is greater than the reference temperature data, determining the running state of the current planned route as a second abnormal state;

[0061] The corresponding update configuration is retrieved based on the first abnormal state or the second abnormal state, and the current planned route in the virtual network is updated based on the update configuration.

[0062] Optionally, in the method according to the present invention, calling a corresponding update configuration based on the first abnormal state or the second abnormal state, and updating a current planned route in the virtual network based on the update configuration includes:

[0063] When the running state of the currently planned route is a first abnormal state, performing a stroboscopic display based on a preset frequency on the currently planned route;

[0064] When the running state of the currently planned route is a second abnormal state, determining the updated portion corresponding to the second temperature data being greater than the reference temperature data as the target portion;

[0065] In the virtual network, other planned routes corresponding to the target portion and located at adjacent vertical arrangement levels are determined as target routes, and the current planned route and the target route are alternately displayed based on the preset frequency.

[0066] According to another aspect of the present invention, there is provided a distribution network resource optimization configuration system based on artificial intelligence, comprising:

[0067] A virtual establishment module is configured to establish a virtual network corresponding to the power distribution network based on the digital twin technology, and obtain a power planning starting point and a power planning ending point selected by the resource configuration end based on the virtual network;

[0068] A corridor interception module is configured to determine an initial planning route consisting of the power planning starting point and the power planning ending point, and perform corridor interception on the virtual corridor based on the relative position relationship between the initial planning route and the virtual corridor in the virtual network to obtain a corridor planning segment;

[0069] A route updating module is configured to segment the corridor planning segment based on different planning attributes, and update the initial planned route based on each segmented sub-segment corresponding to the idle attribute to obtain a current planned route;

[0070] a temperature control configuration module, configured to perform route temperature control configuration based on the currently planned route, and send the obtained circuit resource optimization data to the resource configuration end;

[0071] The status update module is configured to obtain temperature monitoring data corresponding to the route temperature control configuration in response to receiving a configuration completion signal sent by the resource configuration end based on the circuit resource optimization data, and update the operating status of the currently planned route in the virtual network based on the temperature monitoring data.

[0072] According to the solution of the present invention, the server will first establish a virtual network corresponding to the power distribution network based on the digital twin technology, so that the subsequent server can select the power planning starting point and the power planning ending point in the virtual network for the resource configuration end, and connect the power planning starting point and the power planning ending point to generate an initial planning route. Then, the server will determine the part of the corridor that needs to be used based on the relative position relationship between the initial planning route and the virtual corridor located in the virtual network, so as to intercept the corridor of the virtual corridor and obtain the corridor planning section. Since the power distribution network may contain multiple power installation equipment, and there may be a situation where the corridor planning section is transmitting other cables, the server will determine the planning attributes of the corridor planning section, so as to determine whether the corridor planning section is an idle attribute in an idle state or a planning attribute in a used state. Then, the server will update the route of the initial planning route according to each divided sub-segment of the corresponding idle attribute, so as to obtain the current planning route. Next, the server will configure the temperature control of the current planned route by setting a temperature sensor, etc., so as to obtain circuit resource optimization data, and then send the circuit resource optimization data to the resource configuration end so that the resource configuration end can make corresponding configurations in time. When the server receives the configuration completion signal sent by the resource configuration end, it will obtain the temperature monitoring data of the corresponding route temperature control configuration, and update the operating status of the current planned route in the virtual network according to the temperature monitoring data. The present invention can improve certain planning efficiency. BRIEF DESCRIPTION OF THE DRAWINGS

[0073] Figure 1 A flow chart of a method for optimizing and configuring distribution network resources based on artificial intelligence according to an embodiment of the present invention is shown;

[0074] Figure 2 A schematic diagram of a region circle according to an embodiment of the present invention is shown;

[0075] Figure 3-1 A schematic diagram of a corridor planning section according to an embodiment of the present invention is shown. Figure 1 ;

[0076] Figure 3-2 A schematic diagram of a corridor planning section according to an embodiment of the present invention is shown. Figure 2 ;

[0077] Figure 4 A structural block diagram of a distribution network resource optimization configuration system based on artificial intelligence according to another embodiment of the present invention is shown. DETAILED DESCRIPTION

[0078] The exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although the exemplary embodiments of the present disclosure are shown in the accompanying drawings, it should be understood that the present disclosure can be implemented in various forms and should not be limited by the embodiments set forth herein. On the contrary, these embodiments are provided to enable a more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0079] In order to power the power installation equipment, cables are needed to connect the two power installation equipment. Before that, it is very necessary to reasonably plan the cable transmission route.

[0080] During the research, the inventors found that since there may be multiple power installation equipment and corridors in a distribution network, which are complex, if the most reasonable planning route can be planned through artificial intelligence and other means, the corresponding planning efficiency and planning effect can be greatly improved.

[0081] In order to solve the problems existing in the above-mentioned prior art, the inventor proposes the solution of the present invention. An embodiment of the present invention provides a distribution network resource optimization configuration method based on artificial intelligence, which can be executed in a computing device.

[0082] Figure 1 A flowchart of an artificial intelligence-based distribution network resource optimization configuration method according to an embodiment of the present invention is shown. The method is suitable for execution in a computing device, wherein the computing device can be understood as a terminal with data processing capabilities, such as a mobile phone or a computer.

[0083] like Figure 1 As shown, the purpose of this embodiment is to implement a distribution network resource optimization configuration method based on artificial intelligence, starting from step S102, in which step S102 includes the following contents:

[0084] A virtual network corresponding to the power distribution network is established based on the digital twin technology, and the power planning starting point and the power planning ending point selected by the resource configuration end based on the virtual network are obtained.

[0085] For example, in this embodiment, the power distribution network may include multiple power installation equipment and some corridors for transmission cables. The server will first establish a virtual network corresponding to the power distribution network based on digital twin technology.

[0086] The resource configuration end can be understood as a port for users to make corresponding selections and configurations. The resource configuration end can select the starting and ending positions of the cable transmission in the virtual network, that is, the power planning starting point and the power planning ending point. The server will then obtain the power planning starting point and the power planning ending point selected by the resource configuration end to facilitate further planning.

[0087] Furthermore, the above-mentioned “obtaining the power planning starting point and the power planning ending point selected by the resource configuration end based on the virtual network” further includes the following steps:

[0088] In response to the resource configuration end interacting with any location point in the virtual network, determining the area type of the area where the location point is located, wherein the area type includes a power planning area and a power infrastructure area;

[0089] When the area type is a power infrastructure area, all power planning areas within a preset range of the location point are determined in the virtual network, and the resource configuration end is instructed to reselect the location point based on all the determined power planning areas;

[0090] When the area type is the power planning area, a device installation display interface is retrieved and sent to the resource configuration end, wherein the device installation display interface includes various power installation devices;

[0091] In response to the resource configuration end selecting any power installation equipment located in the equipment installation display interface, determining whether the power planning area can accommodate the power installation equipment based on the area size of the power planning area and the equipment size of the power installation equipment;

[0092] When the power planning area can accommodate the power installation equipment, fill the power installation equipment into the power planning area, and obtain the device type determined by the resource configuration end based on the power installation equipment, wherein the device type includes a power starting device and a power terminating device;

[0093] In response to the resource configuration end completing the planning of the power starting device and the power terminating device, a power planning starting point and a power planning terminating point corresponding to the power starting device and the power terminating device respectively are determined.

[0094] It should be noted that, in this embodiment, the power starting device can be understood as the device that starts the corresponding power transmission (such as the power output device), and the corresponding power terminating device can be understood as the device that ends the corresponding power transmission (such as the power input device).

[0095] For example, in this embodiment, the power distribution network in the real environment generally has corresponding infrastructure equipment for installing, for example, boilers, turbines, transmission towers, generators, etc. Therefore, the area where the infrastructure equipment is located can be understood as the corresponding power infrastructure area. The power infrastructure area often does not allow the configuration of other power installation equipment, while the area outside the power infrastructure area, that is, the power planning area, can plan the corresponding power installation equipment; therefore, when the resource configuration end interacts with any location point in the virtual network, the server will first determine the area type of the area where the location point is located, so as to determine whether the area corresponding to the location point is the power planning area.

[0096] In one case, when the area type of the location point is a power infrastructure area, it means that there is already power installation equipment in the area and it is not suitable for new planning; at this time, in order to help the resource configuration end select the corresponding power planning area in the virtual network, the server will determine all the power planning areas within the preset range of the location point in the virtual network, and display all the determined power planning areas to the resource configuration end, thereby instructing the resource configuration end to reselect the location point.

[0097] In another case, when the area type of the area where the location point is located is a power planning area, it indicates that the location point selected by the resource configuration end can be used for planning of the corresponding power installation equipment. At this time, the server will retrieve the equipment installation display interface including various different power installation equipment and send it to the resource configuration end. When the resource configuration end selects any power installation equipment located in the equipment installation display interface, the server will determine whether the power planning area can accommodate the power installation equipment according to the area size of the power planning area and the equipment size of the power installation equipment.

[0098] When the power planning area can accommodate the power installation equipment, it means that the power installation equipment can be installed in the corresponding power planning area. At this time, the server will fill the power installation equipment into the power planning area and obtain the equipment type determined by the resource configuration end based on the power installation equipment, wherein the equipment type includes power starting equipment and power terminating equipment. When the resource configuration end completes the planning of the power starting equipment and the power terminating equipment, the server will determine the power planning starting point corresponding to the power starting equipment and the power planning terminating point corresponding to the power terminating equipment.

[0099] Furthermore, the above-mentioned “when the area type is a power infrastructure area, all power planning areas within a preset range of the location point are determined in the virtual network, and the resource configuration end is instructed to reselect the location point based on all the determined power planning areas” also includes the following steps:

[0100] When the area type is a power infrastructure area, generating an area circle with the location point as the center and a preset range as the radius, and determining in the virtual network each power planning area that at least partially overlaps with the area circle;

[0101] Determine the location distances between each power planning area and the location point and the area sizes corresponding to each power planning area, and perform regional evaluation on each power planning area based on the location distances and area sizes corresponding to the same power planning area;

[0102] Based on the obtained regional scores, each power planning area is sorted to obtain a regional sequence with corresponding regional scores from high to low;

[0103] Determine each planning contour corresponding to each power planning area, and generate each contour connection line connecting each planning contour with the position point;

[0104] Based on the area sequence, the contour connection lines and planning contours corresponding to the same power planning area are displayed in sequence with corresponding preset pixel values, and the location point is reselected in response to the interaction of the resource configuration end with any point in the displayed power planning area.

[0105] For example, in this embodiment, when the area type of the area where the location point selected by the resource configuration end is located is a power infrastructure area, the server will further instruct the resource configuration end to reselect the location point.

[0106] First, the server generates a circle with the location point as the center and the preset range as the radius, for example Figure 2 The circle shown in FIG. 1 is used to identify each power planning area in the virtual network that at least partially overlaps with the circle in the area, for example, Figure 2 The rectangle shown in the figure ensures that the distance between each determined power planning area and the location point first selected by the resource allocation end is not too far.

[0107] Then, the server will determine the distances between each power planning area and the location point. Since the equipment size of the power installation equipment selected by the resource configuration end is certain, for each different power planning area, the larger the corresponding area size, the greater the spacing between the selected power installation equipment and other installed power installation equipment when it is installed, so as to ensure that the heat dissipation effect of the power installation equipment is better. Therefore, the server will also determine the area size of each power planning area, and then evaluate each power planning area according to the location distance and area size corresponding to the same power planning area, and then sort each power planning area according to the obtained area scores, so as to obtain a regional sequence with corresponding area scores from high to low.

[0108] Next, the server will determine the outlines of each power planning area, that is, each planning outline, and connect each planning outline with the location point to generate each contour connection line. Then, the contour connection lines and planning outlines corresponding to the same power planning area are displayed in sequence according to the regional sequence with corresponding preset pixel values. Then, the resource configuration end can interact with any point in the power planning area displayed by the server. At this time, the server will obtain the point interacted by the resource configuration end, thereby completing the reselection of the location point.

[0109] For example, if there are three power planning areas in the regional sequence, the server will first mark the contour connection lines and planning contours corresponding to the first power planning area in the regional sequence as blue for corresponding display; then mark the contour connection lines and planning contours corresponding to the second power planning area in the regional sequence as red for corresponding display; finally, mark the contour connection lines and planning contours corresponding to the last power planning area in the regional sequence as yellow for corresponding display.

[0110] This embodiment can display the contour connection lines and planning contours corresponding to the same power planning area in order according to the area sequence, and the corresponding preset pixel values, so that the resource configuration end can quickly understand which power planning area is the most suitable, and thus make a corresponding selection of the power planning area. This embodiment can not only improve the efficiency of the resource configuration end when re-positioning the location points, but also improve the corresponding user experience.

[0111] Furthermore, the above-mentioned “performing regional evaluation on each power planning area based on the location distance and area size corresponding to the same power planning area” further includes the following steps:

[0112] The regional evaluation of any power planning area is carried out by the following formula:

[0113] ;

[0114] Among them, the is the regional score obtained after regional evaluation. is the position distance, is the distance normalization value, is the distance weight value, is the area size, is the size normalized value, is the size distance weight value.

[0115] For example, in this embodiment, since the distance between the power planning area and the location point and the size of the power planning area are factors that affect the regional score, distance weight values ​​and size distance weight values ​​are pre-set in the server, so that the power planning area can be evaluated through the above formula.

[0116] In step S104, the following contents are included:

[0117] An initial planning route consisting of the power planning starting point and the power planning ending point is determined, and based on the relative position relationship between the initial planning route and the virtual corridor located in the virtual network, corridor interception is performed on the virtual corridor to obtain a corridor planning segment.

[0118] For example, in this embodiment, the server connects the power planning start point and the power planning end point to generate a line segment, namely the initial planning route. Then, the server determines the corridor portion to be used according to the relative position relationship between the initial planning route and the virtual corridor in the virtual network, thereby performing corridor interception on the virtual corridor to obtain the corridor planning segment.

[0119] Furthermore, the above-mentioned "determining an initial planning route consisting of the power planning starting point and the power planning ending point, and performing corridor interception on the virtual corridor based on the relative position relationship between the initial planning route and the virtual corridor located in the virtual network to obtain a corridor planning segment" also includes the following steps:

[0120] Taking the electric power planning starting point and the electric power planning ending point as the line segment endpoints respectively, generating a point connection line for connecting the electric power planning starting point and the electric power planning ending point;

[0121] Determining whether there is an electric power infrastructure area overlapping with the point-to-point connection line in the virtual network, and if so, determining an infrastructure outline corresponding to the electric power infrastructure area and a line segment portion corresponding to the point-to-point connection line;

[0122] Based on the point connection line, the infrastructure outline is divided into contours to obtain a first contour portion and a second contour portion located on both sides of the point connection line;

[0123] The line segment portion is replaced by a contour portion close to a virtual corridor in the virtual network to obtain an initial planned route;

[0124] A route portion corresponding to a virtual corridor in the virtual network is determined on the initial planned route along an extension direction of the initial planned route, and corridor interception is performed on the virtual corridor based on the route portion to obtain a corridor planning segment.

[0125] For example, in this embodiment, the server uses the power planning starting point and the power planning ending point as the line segment endpoints, thereby generating a point connection line for connecting the power planning starting point and the power planning ending point.

[0126] Since there may be multiple power infrastructure areas in the virtual network and cables cannot pass through the power infrastructure areas to complete the corresponding transmission, the server will first determine whether there is a power infrastructure area overlapping with the point connection line in the virtual network, and if so, determine the outline of the power infrastructure area, that is, the infrastructure outline, and determine the line segment portion where the point connection line overlaps with the power infrastructure area.

[0127] Corridors may be used in subsequent cable transmission. Therefore, in order to reduce the transmission distance of subsequent cables, the server will divide the infrastructure outline according to the point connection line, that is, divide the infrastructure outline into two parts, that is, obtain the first outline part and the second outline part located on both sides of the point connection line respectively, thereby replacing the line segment part with the outline part close to the virtual corridor located in the virtual network to obtain the initial planned route.

[0128] Since the length of the corridor may be different from the length of the initial planned route, the server will determine the route portion of the virtual corridor in the virtual network on the initial planned route along the extension direction of the initial planned route, and perform corridor interception on the virtual corridor according to the route portion to obtain the corridor planning segment. Figure 3-1 The length of the corridor shown is less than the length of the initial planned route, so the corridor is the corridor planning section; Figure 3-2 The length of the corridor shown is greater than the length of the initial planned route. At this time, the server will perform corresponding corridor interception on the corridor according to the length of the initial planned route, so as to obtain the following Figure 3-2 The corridor planning section is shown in bold.

[0129] Furthermore, the above-mentioned “after obtaining the corridor planning section” further includes the following steps:

[0130] Dividing the corridor planning section into points to obtain points with the same spacing;

[0131] Determine the distances between each divided point and each point of the initial planned route along the extension direction of the initial planned route, and compare the distances of each point with the retrieved preset distance;

[0132] Determine all the division points whose corresponding point distance is greater than the preset distance as a paragraph determination set, and determine the division points that are continuously arranged in the paragraph determination set as division paragraph groups, to obtain the division paragraph groups corresponding to the same paragraph determination set;

[0133] Determine the division lengths corresponding to the division paragraph groups based on the number of division points included in the division paragraph groups, and compare the division lengths with the retrieved preset lengths;

[0134] Determine each segment part in the corridor planning segment for all segment groups whose corresponding segment lengths are greater than the preset length, and remove each segment part from the corridor planning segment to obtain an updated corridor planning segment including each planning segment.

[0135] For example, in this embodiment, since the corridor may not be straight but has certain bends, in order to avoid the distance between some corridor areas and the initial planned route, thereby increasing the cable transportation length, the server will first divide the corridor planning section into points to obtain divided points with the same spacing.

[0136] Next, the server will determine the distance between each division point and the initial planned route along the extension direction of the initial planned route, that is, the distance between each point. A preset distance is pre-set in the server, and the server will compare the obtained distances of each point with the retrieved preset distance. When the comparison result is that the point distance is greater than the preset distance, it means that the division point corresponding to the point distance is too far away from the initial planned route. Therefore, the server will determine all division points whose corresponding point distances are greater than the preset distance as a paragraph determination set, and determine each division point arranged continuously in the paragraph determination set as a division paragraph group, thereby obtaining each division paragraph group corresponding to the same paragraph determination set.

[0137] Then, the server will determine the length of each segment group, i.e., each segment length, according to the number of segment points and the spacing between the segment points included in each segment group. When the segment group is not used for cable transmission, it is necessary to set up an iron frame to complete the cable transmission, and setting up the iron frame will also consume a certain cost. Therefore, when the segment length of the segment is small, the cost of continuing to perform cable transmission according to the segment will be less than the cost of setting up the iron frame.

[0138] Therefore, a preset length is pre-set in the server, and the server compares each obtained division length with the retrieved preset length. When the comparison result shows that the division length is greater than the preset length, it means that the length of the division segment group corresponding to the division length is too long. Therefore, in order to reduce the corresponding cost, the server determines each segment part in the corridor planning segment of all the division segment groups whose corresponding division length is greater than the preset length, and removes each segment part from the corridor planning segment, thereby obtaining an updated corridor planning segment including each planning segment.

[0139] In step S106, the following contents are included:

[0140] The corridor planning segment is segmented based on different planning attributes, and the initial planning route is updated based on each segmented sub-segment corresponding to the idle attribute to obtain a current planning route.

[0141] For example, in this embodiment, since the power distribution network may include multiple power installation equipment, and the corridor planning section may be transmitting other cables, the server will determine the planning attributes of the corridor planning section to determine whether the corridor planning section is in an idle state or in a used state.

[0142] Then, the server will update the initial planned route according to each divided sub-segment corresponding to the idle attribute, so as to obtain the current planned route.

[0143] Furthermore, the above-mentioned "segmenting the corridor planning segment based on different planning attributes, and updating the initial planned route based on each divided sub-segment corresponding to the idle attribute to obtain the current planned route" also includes the following steps:

[0144] Determine the planning attributes of each line placement area included in each planning section, and segment the line placement area if there are different planning attributes to obtain a first area sub-segment corresponding to an idle attribute and a second area sub-segment corresponding to a placement attribute;

[0145] Merging any first regional sub-segment that is connected to other first regional sub-segments that are in different vertical arrangement levels to obtain merged first regional sub-segments;

[0146] Determine the lengths of each area corresponding to each first area sub-segment along the extension direction of the corridor planning section, and compare the lengths of each area with the retrieved reference length;

[0147] Determine all first area subsegments corresponding to the area length greater than the reference length as area determination groups, and obtain area determination groups corresponding to the planning sections respectively;

[0148] The initial planned route is updated based on the area determination groups corresponding to the planned sections to obtain a current planned route.

[0149] For example, in this embodiment, a corridor planning section may include multiple vertically arranged areas for placing cables, that is, multiple line placement areas corresponding to different vertical arrangement levels. Therefore, the server needs to determine the planning attributes of each line placement area included in each planning section to determine whether the planning attribute of each line placement area is an idle attribute or a planned attribute.

[0150] When the server determines the planning attributes of the line placement area, it may happen that the planning attributes of some areas in a line placement area are idle attributes and the planning attributes of some areas are placement attributes, that is, different planning attributes exist in the placement area. At this time, the server will segment the line placement area with different planning attributes to obtain the first area sub-segment corresponding to the idle attribute and the second area sub-segment corresponding to the placement attribute.

[0151] Then, the server will merge any first area sub-segment with other first area sub-segments that are connected to it and at different vertical arrangement levels, thereby obtaining merged first area sub-segments, and then determine the area length of each first area sub-segment along the extension direction of the corridor planning segment.

[0152] The server sets a reference length in advance, and the server compares the obtained lengths of each area with the retrieved reference length. When the area length is less than or equal to the reference length, it means that the first area sub-segment corresponding to the area length is too small. If the cable is transmitted to the first area sub-segment by building an iron frame, it will cost more. Therefore, the server excludes all first area sub-segments whose corresponding area lengths are less than or equal to the reference length, and determines all first area sub-segments whose corresponding area lengths are greater than the reference length as area determination groups, thereby obtaining area determination groups corresponding to each planning section. Then, the initial planned route is updated according to the area determination groups corresponding to each planning section, thereby obtaining the current planned route.

[0153] Furthermore, the above-mentioned “updating the initial planned route based on the area determination groups corresponding to the respective planned sections to obtain the current planned route” further includes the following steps:

[0154] Arrange and combine the first area sub-segments in the same area determination group along the extension direction of the corridor planning section to obtain sub-segment arrangement groups, wherein there is a corresponding spacing distance between the first area sub-segments in adjacent positions in any sub-segment arrangement group along the extension direction of the corridor planning section;

[0155] Determine the lengths of the regions corresponding to all the first region sub-segments in each sub-segment arrangement group, and obtain the lengths of the combinations corresponding to the sub-segment arrangement groups based on summing the lengths of the regions corresponding to the same sub-segment arrangement group;

[0156] Based on any planning section, the sub-segment arrangement group corresponding to the longest combination length is determined as the update area group, and each update area group corresponding to each planning section is obtained;

[0157] Parts to be replaced corresponding to the update area groups are determined on the initial planned route along the extension direction of the initial planned route, and the parts to be replaced are replaced based on the update area groups to obtain the current planned route.

[0158] For example, in this embodiment, the server arranges and combines the first area sub-segments in the same area determination group along the extension direction of the corridor planning segment to obtain sub-segment arrangement groups, and there is a corresponding spacing distance between the first area sub-segments in adjacent positions in any sub-segment arrangement group along the extension direction of the corridor planning segment, so as to maximize the utilization of the space.

[0159] At this time, the lengths of the sub-segment arrangement groups obtained by the server may be different, so the server will determine the lengths of all the first area sub-segments in each sub-segment arrangement group, that is, the lengths of each area, and then sum up the lengths of each area corresponding to the same sub-segment arrangement group to obtain the length of each sub-segment arrangement group, that is, the length of each combination. Then, the server will determine the sub-segment arrangement group with the longest combination length in each planning section as the update area group, thereby obtaining the update area groups corresponding to each planning section.

[0160] Next, the server determines the parts to be replaced corresponding to the update area groups on the initial planned route along the extension direction of the initial planned route, and replaces the parts to be replaced with the update area groups, thereby obtaining the current planned route.

[0161] In step S108, the following contents are included:

[0162] Route temperature control configuration is performed based on the currently planned route, and the obtained circuit resource optimization data is sent to the resource configuration end.

[0163] For example, in this embodiment, the server will perform route temperature control configuration according to the current planned route, such as setting some temperature sensors to detect the corresponding temperature, so as to obtain circuit resource optimization data, and then send the circuit resource optimization data to the resource configuration end for timely viewing by the resource configuration end, thereby improving the corresponding configuration efficiency.

[0164] Furthermore, the above-mentioned “performing route temperature control configuration based on the currently planned route, and sending the obtained circuit resource optimization data to the resource configuration end” further includes the following steps:

[0165] Determine updated portions corresponding to the updated area groups on the current planned route, and determine remaining portions on the current planned route other than the updated portions as unupdated portions;

[0166] Determining in the virtual network whether there are other planned routes corresponding to any updated portion at adjacent vertical arrangement levels, and determining all corresponding existing updated portions as independent temperature control configuration groups;

[0167] The route temperature control configuration of the first virtual acquisition unit is performed on the unupdated part, and the route temperature control configuration of each second virtual acquisition unit is performed on each updated part located in the independent temperature control configuration group, and the obtained circuit resource optimization data is sent to the resource configuration end.

[0168] For example, in this embodiment, the server determines updated portions corresponding to the updated area groups on the current planned route, thereby determining the remaining portions on the current planned route except the updated portions as non-updated portions.

[0169] When other cables are transmitted in the line placement area adjacent to the updated part, the heat generated by other cables may be transferred to the updated part due to the heat transfer effect. Therefore, the server will first determine in the virtual network whether there are other planned routes corresponding to any updated part in the adjacent vertical arrangement level, and then determine all the corresponding updated parts as independent temperature control configuration groups. The unupdated part will not be affected by the temperature of other planned routes, so the server will perform route temperature control configuration of the first virtual acquisition unit on the unupdated part, and perform route temperature control configuration of each second virtual acquisition unit on each updated part in the independent temperature control configuration group, so as to send the obtained circuit resource optimization data to the resource configuration end.

[0170] In step S110, the following contents are included:

[0171] In response to receiving a configuration completion signal sent by the resource configuration end based on the circuit resource optimization data, temperature monitoring data corresponding to the route temperature control configuration is obtained, and the operating status of the currently planned route is updated in the virtual network based on the temperature monitoring data.

[0172] For example, in this embodiment, when the server receives a configuration completion signal sent by the resource configuration end based on circuit resource optimization data, it will obtain the temperature monitoring data of the corresponding route temperature control configuration, and update the operating status of the currently planned route in the virtual network according to the temperature monitoring data.

[0173] Furthermore, the above-mentioned “updating the running status of the current planned route in the virtual network based on the temperature monitoring data” further includes the following steps:

[0174] Acquire first temperature data output by a first real acquisition unit corresponding to the first virtual acquisition unit, and compare the first temperature data with the retrieved reference temperature data;

[0175] When the first temperature data is greater than the reference temperature data, determining the running state of the currently planned route as a first abnormal state;

[0176] When the first temperature data is less than or equal to the reference temperature data, obtaining each second temperature data output by each second real acquisition unit corresponding to each second virtual acquisition unit, and comparing each second temperature data with the retrieved reference temperature data,

[0177] When any one of the second temperature data is greater than the reference temperature data, determining the running state of the current planned route as a second abnormal state;

[0178] The corresponding update configuration is retrieved based on the first abnormal state or the second abnormal state, and the current planned route in the virtual network is updated based on the update configuration.

[0179] For example, in this embodiment, the server first obtains temperature data output by a first real acquisition unit corresponding to a first virtual acquisition unit in the power distribution network, namely, first temperature data, and then compares the first temperature data with the retrieved reference temperature data.

[0180] When the first temperature data is greater than the reference temperature data, it indicates that certain problems have occurred in the operation of the currently planned route, and therefore the server will determine the operating status of the currently planned route as the first abnormal state; when the first temperature data is less than or equal to the reference temperature data, the server will further obtain the temperature data output by each second real acquisition unit corresponding to each second virtual acquisition unit, that is, each second temperature data, and then compare each second temperature data with the retrieved reference temperature data. When any one of the second temperature data is greater than the reference temperature data, it indicates that the currently planned route is affected by the heat transfer effect, thereby transferring the heat generated by other cables to the currently planned route. At this time, the server will determine the operating status of the currently planned route as the second abnormal state.

[0181] Then, the server will retrieve the corresponding update configuration according to the first abnormal state or the second abnormal state, and update the current planned route in the virtual network according to the updated configuration.

[0182] Furthermore, the above-mentioned “calling a corresponding update configuration based on the first abnormal state or the second abnormal state, and updating a current planned route in the virtual network based on the update configuration” further includes the following steps:

[0183] When the running state of the currently planned route is a first abnormal state, performing a stroboscopic display based on a preset frequency on the currently planned route;

[0184] When the running state of the currently planned route is a second abnormal state, determining the updated part corresponding to the second temperature data greater than the reference temperature data as the target part;

[0185] In the virtual network, other planned routes corresponding to the target portion and located at adjacent vertical arrangement levels are determined as target routes, and the current planned route and the target route are alternately displayed based on the preset frequency.

[0186] For example, in this embodiment, when the running status of the current planned route is the first abnormal state, the server will perform a stroboscopic display based on a preset frequency on the current planned route, for example, the current planned route will flash once every 2 seconds, which can enhance a certain degree of identification; when the running status of the current planned route is the second abnormal state, the server will first determine the updated part corresponding to the second temperature data greater than the reference temperature data as the target part, and then determine other planned routes adjacent to the target part as target routes in the virtual network, and perform alternating display based on a preset frequency on the current planned route and the target route.

[0187] This embodiment can formulate different display schemes for different abnormal states, so that the resource configuration end can quickly determine which abnormal situation has occurred.

[0188] For example, in this embodiment, after completing the setting of the current planned route, the corresponding equipment construction can be carried out based on the corresponding power planning starting point, the power planning end point and the current planned route, including the corresponding power installation equipment and the cables used to connect the power installation equipment. In the actual planning scenario, since the various power installation equipment to be constructed may be in a relatively concentrated position, the cables corresponding to the various power installation equipment will also be in a relatively concentrated position of the actual corridor, so that the actual corridor may present line segments of different densities. At this time, in order to improve the utilization rate of the actual corridor, it is necessary to further expand the actual corridor, thereby increasing the number of vertical arrangement levels corresponding to the line placement area with a high cable density, wherein the corresponding technical solution can be as follows:

[0189] The corridor length of the actual corridor is obtained, and a corresponding number of points are divided based on the corridor length to obtain density determination segments with the same spacing between adjacent segments;

[0190] Based on a preset cable density determination strategy, density determination is performed on each density determination segment to obtain the density of each line segment corresponding to each density determination segment;

[0191] Retrieving a preset density level comparison table, wherein the preset density level comparison table includes different density intervals and the number of expansion levels corresponding to the different density intervals;

[0192] Traversing the preset density comparison table, and determining the corresponding number of expansion levels based on the density interval of each line segment density;

[0193] Based on each density determination segment, expansion of the corresponding number of expansion levels is performed.

[0194] For example, in this embodiment, in order to meet subsequent construction needs, the actual corridor can be divided accordingly. The division can be based on the corridor length of the actual corridor in the actual environment. For example, the corresponding number of divisions is obtained through the corridor length, and the corresponding number of division points is further divided according to the number of divisions, so as to obtain the corresponding density determination segments. Here, the process of determining the number of divisions can be performed by presetting the corresponding preset division coefficient, and multiplying the preset division coefficient with the corridor length, and the corresponding high number of divisions is obtained by integerizing the obtained product value; after obtaining each density determination segment, the corresponding density determination can be further performed on each density determination segment based on the preset density determination strategy, so as to obtain the density determination segments corresponding to each density determination segment. The corresponding line segment densities, finally, can call up the preset density comparison table, and determine the number of expansion levels corresponding to each line segment density, so as to realize the expansion of the line placement area of ​​each density determination segment based on the corresponding number of expansion levels; for example, if the vertical arrangement level of the actual corridor in the original state is 5, that is, the corresponding line placement area includes five vertical arrangements, and when the corresponding density determination segment obtained by division includes three, and the number of expansion levels of the three density determination segments are 3, 2, and 1 respectively, then after the corresponding expansion, the vertical arrangement of the line placement area of ​​each density determination segment will be expanded to 8, 7, and 6 respectively, thereby realizing the expansion prediction process of the actual corridor based on actual demand conditions and improving the corresponding construction convenience.

[0195] Furthermore, in this embodiment, the above-mentioned “determining the density of each density determination segment based on the preset cable density determination strategy to obtain the density of each line segment corresponding to each density determination segment” may also include the following steps:

[0196] Determine the first area sub-segments of the corresponding idle attributes respectively included in each line placement area along the extension direction of each density determination segment, and perform superposition calculation on the area line segments of each first area sub-segment to obtain the idle lengths respectively corresponding to each density determination segment;

[0197] Determine the independent lengths corresponding to each density determination segment based on the corridor length and the number of divisions, and perform superposition calculation on the independent lengths based on the vertical arrangement levels to obtain superposition lengths corresponding to each density determination segment;

[0198] Calculate the ratio of the stacking length to each idle length to obtain the density of each line segment corresponding to each density determination segment;

[0199] The difference in the corresponding line segment densities of two density determination segments in adjacent positions is calculated. In response to the obtained density difference being less than or equal to a preset density difference, the two density determination segments are merged and updated, and the corresponding maximum line segment density is determined as the line segment density of the density determination segment obtained after the merged update.

[0200] For example, in this embodiment, in order to obtain the line segment density of each density determination segment, it is first necessary to understand the unused status of all line placement areas included in each density determination segment, that is, to obtain the first area sub-segments of the corresponding idle attributes located in each line placement area, so that the corresponding area line segments can be further determined by superimposing the first area sub-segments of all the corresponding idle attributes to obtain the idle lengths corresponding to each density determination segment; after obtaining the corresponding idle lengths, it is necessary to obtain the available status of each density determination segment, that is, first obtain the independent length corresponding to each density determination segment through the corridor length and the number of divisions of the actual corridor obtained above, and then determine the vertical arrangement level included to perform the product calculation with the independent length, so as to obtain the corresponding superimposed length corresponding to each density determination segment; finally, since the superimposed length of each density determination segment is the same, it is only necessary to calculate the ratio of the obtained superimposed length to the idle length to obtain the line segment density corresponding to each density determination segment.

[0201] It should be noted that, in this embodiment, in order to reduce the amount of subsequent processing, it can also be determined whether two density determination segments in adjacent positions can be merged and updated to form a new density determination segment based on the obtained line segment densities corresponding to each density determination segment, so that the corresponding overall expansion plan can be carried out when the expansion plan is carried out later. It should be noted that here, whether two density determination segments in adjacent positions can be merged and updated can be determined based on the density difference between the two. When the density difference is less than or equal to the preset density difference, it indicates that the density difference between the two is small, and since the two are in adjacent positions, it can be predicted that when other power installation equipment is constructed later, the corridor utilization rate of the two may be the same, so the two can be merged and updated; when the density difference is greater than the preset density difference, it can be said that the density difference between the two is large, and a separate expansion plan is required.

[0202] According to the solution of the present invention, the server will first establish a virtual network corresponding to the power distribution network based on the digital twin technology, so that the subsequent server can select the power planning starting point and the power planning ending point in the virtual network for the resource configuration end, and connect the power planning starting point and the power planning ending point to generate an initial planning route. Then, the server will determine the part of the corridor that needs to be used based on the relative position relationship between the initial planning route and the virtual corridor located in the virtual network, so as to intercept the corridor of the virtual corridor and obtain the corridor planning section. Since the power distribution network may contain multiple power installation equipment, and there may be a situation where the corridor planning section is transmitting other cables, the server will determine the planning attributes of the corridor planning section, so as to determine whether the corridor planning section is an idle attribute in an idle state or a planning attribute in a used state. Then, the server will update the route of the initial planning route according to each divided sub-segment of the corresponding idle attribute, so as to obtain the current planning route. Next, the server will configure the temperature control of the current planned route by setting a temperature sensor, etc., so as to obtain circuit resource optimization data, and then send the circuit resource optimization data to the resource configuration end so that the resource configuration end can make corresponding configurations in time. When the server receives the configuration completion signal sent by the resource configuration end, it will obtain the temperature monitoring data of the corresponding route temperature control configuration, and update the operating status of the current planned route in the virtual network according to the temperature monitoring data. The present invention can improve certain planning efficiency.

[0203] Another embodiment of the present invention provides a distribution network resource optimization configuration system based on artificial intelligence, Figure 4 As a corresponding device block diagram, the system includes:

[0204] A virtual establishment module is configured to establish a virtual network corresponding to the power distribution network based on the digital twin technology, and obtain a power planning starting point and a power planning ending point selected by the resource configuration end based on the virtual network;

[0205] A corridor interception module is configured to determine an initial planning route consisting of the power planning starting point and the power planning ending point, and perform corridor interception on the virtual corridor based on the relative position relationship between the initial planning route and the virtual corridor in the virtual network to obtain a corridor planning segment;

[0206] A route updating module is configured to segment the corridor planning segment based on different planning attributes, and update the initial planned route based on each segmented sub-segment corresponding to the idle attribute to obtain a current planned route;

[0207] a temperature control configuration module, configured to perform route temperature control configuration based on the currently planned route, and send the obtained circuit resource optimization data to the resource configuration end;

[0208] The status update module is configured to obtain temperature monitoring data corresponding to the route temperature control configuration in response to receiving a configuration completion signal sent by the resource configuration end based on the circuit resource optimization data, and update the operating status of the currently planned route in the virtual network based on the temperature monitoring data.

[0209] In the description provided herein, algorithms and displays are not inherently related to any particular computer, virtual system or other device. Various general purpose systems can also be used together with the examples of the present invention. According to the above description, it is obvious that the structure required for constructing such systems. In addition, the present invention is not directed to any specific programming language either. It should be understood that various programming languages ​​can be utilized to implement the content of the present invention described herein, and the above description of specific languages ​​is for the purpose of disclosing the preferred embodiment of the present invention.

[0210] In the description provided herein, a large number of specific details are described. However, it is understood that embodiments of the present invention can be practiced without these specific details. In some instances, well-known methods, structures and techniques are not shown in detail so as not to obscure the understanding of this description.

[0211] Similarly, it should be understood that in order to streamline the present disclosure and aid in understanding one or more of the various inventive aspects, in the above description of exemplary embodiments of the present invention, various features of the present invention are sometimes grouped together into a single embodiment, figure, or description thereof.

[0212] Those skilled in the art will appreciate that the modules or units or components of the devices in the examples disclosed herein may be arranged in the devices described in the embodiment, or alternatively may be located in one or more devices different from the devices in the examples. The modules in the foregoing examples may be combined into one module or may be divided into multiple submodules.

[0213] Those skilled in the art will appreciate that the modules in the devices in the embodiments may be adaptively changed and arranged in one or more devices different from the embodiments. The modules or units or components in the embodiments may be combined into one module or unit or component, and furthermore may be divided into a plurality of submodules or subunits or subcomponents.

[0214] Furthermore, those skilled in the art will appreciate that although some embodiments described herein include certain features included in other embodiments but not other features, the combination of features from different embodiments is meant to be within the scope of the present invention and to form different embodiments.

[0215] In addition, some of the embodiments are described herein as methods or combinations of method elements that can be implemented by a processor of a computer system or by other devices that perform the functions. Therefore, a processor with necessary instructions for implementing the method or method elements forms a device for implementing the method or method elements. In addition, the elements described herein of the device embodiments are examples of devices for implementing the functions performed by the elements for the purpose of implementing the invention.

[0216] As used herein, unless otherwise specified, the use of ordinal numbers "first," "second," "third," etc. to describe common objects merely indicates that different instances of similar objects are involved, and is not intended to imply that the objects so described must have a given order in time, space, order, or in any other manner.

[0217] Although the present invention has been described according to a limited number of embodiments, it will be apparent to those skilled in the art, with the benefit of the above description, that other embodiments may be envisioned within the scope of the invention thus described. In addition, it should be noted that the language used in this specification is primarily selected for readability and instructional purposes, rather than for explaining or limiting the subject matter of the present invention.

Claims

1. A method for optimizing the configuration of distribution network resources based on artificial intelligence, characterized in that: The following steps are involved: Establish a virtual network corresponding to the power distribution network based on the digital twin technology, and obtain the power planning starting point and the power planning ending point selected by the resource configuration end based on the virtual network; Determine an initial planning route consisting of the power planning starting point and the power planning ending point, and perform corridor interception on the virtual corridor based on the relative position relationship between the initial planning route and the virtual corridor in the virtual network to obtain a corridor planning segment; Segmenting the corridor planning segment based on different planning attributes, and updating the initial planning route based on each segmented sub-segment corresponding to the idle attribute, to obtain a current planning route; Performing route temperature control configuration based on the currently planned route, and sending the obtained circuit resource optimization data to the resource configuration end; In response to receiving a configuration completion signal sent by the resource configuration end based on the circuit resource optimization data, acquiring temperature monitoring data corresponding to the route temperature control configuration, and updating the operation status of the currently planned route in the virtual network based on the temperature monitoring data; Wherein, obtaining the power planning starting point and the power planning ending point selected by the resource configuration end based on the virtual network includes: In response to the resource configuration end interacting with any location point in the virtual network, determining the area type of the area where the location point is located, wherein the area type includes a power planning area and a power infrastructure area; When the area type is a power infrastructure area, all power planning areas within a preset range of the location point are determined in the virtual network, and the resource configuration end is instructed to reselect the location point based on all the determined power planning areas; When the area type is the power planning area, a device installation display interface is retrieved and sent to the resource configuration end, wherein the device installation display interface includes various power installation devices; In response to the resource configuration end selecting any power installation equipment located in the equipment installation display interface, determining whether the power planning area can accommodate the power installation equipment based on the area size of the power planning area and the equipment size of the power installation equipment; When the power planning area can accommodate the power installation equipment, fill the power installation equipment into the power planning area, and obtain the device type determined by the resource configuration end based on the power installation equipment, wherein the device type includes a power starting device and a power terminating device; In response to the resource configuration end completing the planning of the power starting device and the power terminating device, determining a power planning starting point and a power planning terminating point corresponding to the power starting device and the power terminating device respectively; Wherein, determining an initial planning route consisting of the power planning starting point and the power planning ending point, and performing corridor interception on the virtual corridor based on the relative position relationship between the initial planning route and the virtual corridor located in the virtual network to obtain a corridor planning segment, including: Taking the electric power planning starting point and the electric power planning ending point as the line segment endpoints respectively, generating a point connection line for connecting the electric power planning starting point and the electric power planning ending point; Determining whether there is an electric power infrastructure area overlapping with the point-to-point connection line in the virtual network, and if so, determining an infrastructure outline corresponding to the electric power infrastructure area and a line segment portion corresponding to the point-to-point connection line; Based on the point connection line, the infrastructure outline is divided into contours to obtain a first contour portion and a second contour portion located on both sides of the point connection line; The line segment portion is replaced by a contour portion close to a virtual corridor in the virtual network to obtain an initial planned route; Determining a route portion corresponding to a virtual corridor in the virtual network on the initial planned route along an extension direction of the initial planned route, and performing corridor interception on the virtual corridor based on the route portion to obtain a corridor planning segment; Wherein, after obtaining the corridor planning section, the method further comprises: Dividing the corridor planning section into points to obtain points with the same spacing; Determine the distances between each divided point and each point of the initial planned route along the extension direction of the initial planned route, and compare the distances of each point with the retrieved preset distance; Determine all the division points whose corresponding point distance is greater than the preset distance as a paragraph determination set, and determine the division points that are continuously arranged in the paragraph determination set as division paragraph groups, to obtain the division paragraph groups corresponding to the same paragraph determination set; Determine the division lengths corresponding to the division paragraph groups based on the number of division points included in the division paragraph groups, and compare the division lengths with the retrieved preset lengths; Determine each segment part in the corridor planning segment for all segment groups whose corresponding segment lengths are greater than the preset length, and remove each segment part from the corridor planning segment to obtain an updated corridor planning segment including each planning segment; Wherein, the corridor planning section includes line placement areas corresponding to different vertical arrangement levels; The corridor planning segment is segmented based on different planning attributes, and the initial planning route is updated based on each segmented sub-segment corresponding to the idle attribute to obtain a current planning route, including: Determine the planning attributes of each line placement area included in each planning section, and segment the line placement area if there are different planning attributes to obtain a first area sub-segment corresponding to an idle attribute and a second area sub-segment corresponding to a placement attribute; Merging any first regional sub-segment that is connected to other first regional sub-segments that are in different vertical arrangement levels to obtain merged first regional sub-segments; Determine the lengths of each area corresponding to each first area sub-segment along the extension direction of the corridor planning section, and compare the lengths of each area with the retrieved reference length; Determine all first area subsegments corresponding to the area length greater than the reference length as area determination groups, and obtain area determination groups corresponding to the planning sections respectively; Based on the area determination groups corresponding to the planning sections, the initial planning route is updated to obtain a current planning route; The initial planned route is updated based on the area determination groups corresponding to the planned sections to obtain the current planned route, including: Arrange and combine the first area sub-segments in the same area determination group along the extension direction of the corridor planning section to obtain sub-segment arrangement groups, wherein there is a corresponding spacing distance between the first area sub-segments in adjacent positions in any sub-segment arrangement group along the extension direction of the corridor planning section; Determine the lengths of the regions corresponding to all the first region sub-segments in each sub-segment arrangement group, and obtain the lengths of the combinations corresponding to the sub-segment arrangement groups based on summing the lengths of the regions corresponding to the same sub-segment arrangement group; Based on any planning section, the sub-segment arrangement group corresponding to the longest combination length is determined as the update area group, and each update area group corresponding to each planning section is obtained; Parts to be replaced corresponding to the update area groups are determined on the initial planned route along the extension direction of the initial planned route, and the parts to be replaced are replaced based on the update area groups to obtain the current planned route.

2. The method for optimizing and configuring distribution network resources based on artificial intelligence according to claim 1, characterized in that: When the area type is a power infrastructure area, all power planning areas within a preset range of the location point are determined in the virtual network, and the resource configuration end is instructed to reselect the location point based on all the determined power planning areas, including: When the area type is a power infrastructure area, generating an area circle with the location point as the center and a preset range as the radius, and determining in the virtual network each power planning area that at least partially overlaps with the area circle; Determine the location distances between each power planning area and the location point and the area sizes corresponding to each power planning area, and perform regional evaluation on each power planning area based on the location distances and area sizes corresponding to the same power planning area; Based on the obtained regional scores, each power planning area is sorted to obtain a regional sequence with corresponding regional scores from high to low; Determine each planning contour corresponding to each power planning area, and generate each contour connection line connecting each planning contour with the position point; Based on the area sequence, the contour connection lines and planning contours corresponding to the same power planning area are displayed in sequence with corresponding preset pixel values, and the location point is reselected in response to the interaction of the resource configuration end with any point in the displayed power planning area.

3. The method for optimizing and configuring distribution network resources based on artificial intelligence according to claim 2, characterized in that: Regional evaluation of each power planning area is conducted based on the location distance and area size corresponding to the same power planning area, including: The regional evaluation of any power planning area is carried out by the following formula: ， Among them, the is the regional score obtained after regional evaluation. is the position distance, is the distance normalization value, is the distance weight value, is the area size, is the size normalized value, is the size distance weight value.

4. The method for optimizing and configuring distribution network resources based on artificial intelligence according to claim 1, characterized in that: Performing route temperature control configuration based on the currently planned route and sending the obtained circuit resource optimization data to the resource configuration end includes: Determine updated portions corresponding to the updated area groups on the current planned route, and determine remaining portions on the current planned route other than the updated portions as unupdated portions; Determining in the virtual network whether there are other planned routes corresponding to any updated portion at adjacent vertical arrangement levels, and determining all corresponding existing updated portions as independent temperature control configuration groups; The route temperature control configuration of the first virtual acquisition unit is performed on the unupdated part, and the route temperature control configuration of each second virtual acquisition unit is performed on each updated part located in the independent temperature control configuration group, and the obtained circuit resource optimization data is sent to the resource configuration end.

5. The method for optimizing and configuring distribution network resources based on artificial intelligence according to claim 4 is characterized in that: The method includes updating the running status of the currently planned route in the virtual network based on the temperature monitoring data, including: Acquire first temperature data output by a first real acquisition unit corresponding to the first virtual acquisition unit, and compare the first temperature data with the retrieved reference temperature data; When the first temperature data is greater than the reference temperature data, determining the running state of the currently planned route as a first abnormal state; When the first temperature data is less than or equal to the reference temperature data, obtaining each second temperature data output by each second real acquisition unit corresponding to each second virtual acquisition unit, and comparing each second temperature data with the retrieved reference temperature data, When any one of the second temperature data is greater than the reference temperature data, determining the running state of the current planned route as a second abnormal state; Based on the first abnormal state or the second abnormal state, a corresponding update configuration is retrieved, and based on the update configuration, a current planned route in the virtual network is updated.

6. The method for optimizing and configuring distribution network resources based on artificial intelligence according to claim 5, characterized in that: Retrieving a corresponding update configuration based on the first abnormal state or the second abnormal state, and updating a current planned route in the virtual network based on the update configuration, including: When the running state of the currently planned route is a first abnormal state, performing a stroboscopic display based on a preset frequency on the currently planned route; When the running state of the currently planned route is a second abnormal state, determining the updated portion corresponding to the second temperature data being greater than the reference temperature data as the target portion; In the virtual network, other planned routes corresponding to the target portion and located at adjacent vertical arrangement levels are determined as target routes, and the current planned route and the target route are alternately displayed based on the preset frequency.

7. A configuration system for implementing the artificial intelligence-based distribution network resource optimization configuration method according to claim 1, characterized in that: include: A virtual establishment module is configured to establish a virtual network corresponding to the power distribution network based on the digital twin technology, and obtain a power planning starting point and a power planning ending point selected by the resource configuration end based on the virtual network; A corridor interception module is configured to determine an initial planning route consisting of the power planning starting point and the power planning ending point, and perform corridor interception on the virtual corridor based on the relative position relationship between the initial planning route and the virtual corridor in the virtual network to obtain a corridor planning segment; A route updating module is configured to segment the corridor planning segment based on different planning attributes, and update the initial planned route based on each segmented sub-segment corresponding to the idle attribute to obtain a current planned route; a temperature control configuration module, configured to perform route temperature control configuration based on the currently planned route, and send the obtained circuit resource optimization data to the resource configuration end; The status update module is configured to obtain temperature monitoring data corresponding to the route temperature control configuration in response to receiving a configuration completion signal sent by the resource configuration end based on the circuit resource optimization data, and update the operating status of the currently planned route in the virtual network based on the temperature monitoring data.

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