A power intelligent dispatching system and method based on artificial intelligence

Abstract

The present invention discloses an intelligent power dispatching system and method based on artificial intelligence. The generation module generates the corresponding second power dispatching area, the first calculation module calculates the total transmission power and the first total power consumption; the second calculation module calculates the dispatching power based on the total transmission power and the first total power consumption; the sorting module classifies and sorts the second power equipment based on the second power dispatching area dispatching strategy to obtain a classified sorting set, and selects the corresponding second power equipment based on the second power consumption to obtain the third power equipment; when the third power equipment meets the timing analysis requirements, the analysis module generates timing storage information, and generates a storage table based on the timing storage information and feeds it back to the target terminal. The present invention can flexibly adjust the power equipment according to the demand and improve the system experience; the corresponding third power equipment is powered on in stages, and the third power equipment has a corresponding shutdown time, which can reduce the load of the power system and ensure the continuous safe and stable operation of the power grid.

Description

Technical Field

[0001] The present invention belongs to the technical field of data processing, and in particular relates to an artificial intelligence-based power intelligent dispatching system and method. Background Art

[0002] Intelligent power dispatching refers to the intelligent management and optimization of various power equipment, power flow and electricity demand in the power system. Through real-time monitoring, analysis and decision-making, the intelligent power dispatching system can more flexibly adapt to the dynamic changes of the power system, thereby improving the stability and reliability of the power system.

[0003] In the prior art, when the power consumption in a region exceeds the power generation, operation instructions can be issued by telephone or management personnel to direct on-site operators or to adjust the regional power consumption through manually issued instructions. For example, the region is powered during a fixed time period and not powered at other times, thereby alleviating the power supply shortage and ensuring the continuous safe and stable operation of the power grid. However, the above method cannot be flexibly adjusted in combination with user needs and the actual situation of power equipment in the region.

[0004] Therefore, how to automatically adjust the power supply based on the needs of users and the actual power consumption of various electrical equipment in the area to ensure the continuous safe and stable operation of the power grid has become an urgent problem to be solved. Summary of the invention

[0005] The purpose of the present invention is to solve the problems raised in the above-mentioned background technology and to provide an artificial intelligence-based power intelligent dispatching system and method, which can automatically adjust the power supply in combination with the needs of users and the actual power consumption of various electrical equipment in the area, thereby ensuring the continuous safe and stable operation of the power grid.

[0006] In order to achieve the purpose of the present invention, the present invention discloses an artificial intelligence-based power intelligent dispatching system, comprising:

[0007] A generation module, configured to enable the server to initialize a first power dispatching area having a first power device, and interact with the management end to generate a corresponding second power dispatching area in the first power dispatching area, wherein the second power dispatching area includes a second power device having a preset device attribute;

[0008] A first calculation module is used to calculate the transmission power in the first power dispatching area and the first power consumption power of the first power equipment respectively to obtain the total transmission power and the first total power consumption power;

[0009] A second calculation module is used to calculate the dispatching electric energy based on the total transmission electric energy and the first total electric energy if the total transmission electric energy and the first total electric energy meet the preset requirements;

[0010] A sorting module, used to classify and sort the second power equipment based on the dispatching strategy of the second power dispatching area to obtain a classified and sorted set, and select the corresponding second power equipment based on the second power consumption and electric energy of the second power equipment to obtain a third power equipment for target storage;

[0011] The analysis module is used to perform a timing analysis on the dispatched electric energy. If it is determined that the third power equipment of the target storage meets the timing analysis requirements, the timing storage information of the third power equipment is generated, and a storage table is generated based on the timing storage information and fed back to the target terminal.

[0012] In order to achieve the purpose of the present invention, the present invention also discloses an artificial intelligence-based power intelligent dispatching method, comprising the following steps:

[0013] Step 1: The server initializes a first power dispatching area having a first power device, and interacts with the management end to generate a corresponding second power dispatching area in the first power dispatching area, wherein the second power dispatching area includes a second power device having a preset device attribute;

[0014] Step 2: Calculate the transmission power in the first power dispatching area and the first power consumption power of the first power equipment respectively to obtain the total transmission power and the first total power consumption power;

[0015] Step 3: If the total transmission power and the first total power consumption meet the preset requirements, the dispatching power is calculated based on the total transmission power and the first total power consumption;

[0016] Step 4: classify and sort the second power equipment based on the dispatching strategy of the second power dispatching area to obtain a classified and sorted set, and select the corresponding second power equipment based on the second power consumption and electric energy of the second power equipment to obtain the third power equipment for target storage;

[0017] Step 5: Perform a timing analysis on the dispatched electric energy. If it is determined that the third power equipment for target storage meets the timing analysis requirements, generate timing storage information for the third power equipment, and generate a storage table based on the timing storage information and feed it back to the target terminal.

[0018] Furthermore, step 1 is specifically as follows:

[0019] Step 1-1, the server initializes the first power dispatching area according to the area information of the first power dispatching area configured by the management terminal;

[0020] Step 1-2: The server generates a corresponding first power device in the first power dispatching area according to the location information and attribute information of the first power device configured by the management end;

[0021] Step 1-3, the server configures interaction with the management terminal based on the interaction strategy, divides the first power dispatching area into a closed area outline to generate a corresponding second power dispatching area;

[0022] Step 1-4: Count the second power devices with preset device attributes in the second power dispatching area.

[0023] Furthermore, steps 1-2 are specifically as follows:

[0024] The server generates a corresponding first basic point in the first power dispatching area according to the location information of the first power equipment configured by the management end;

[0025] The server generates a corresponding first power device at the first basic point according to the attribute information configured by the management terminal, where the attribute information at least includes a form attribute and a type attribute of the first power device;

[0026] The center of the morphological image corresponding to the morphological attribute of the first electric power equipment is set corresponding to the first basic point, and the outline of the morphological image is adjusted to a pixel point of a corresponding pixel value based on the type attribute.

[0027] Furthermore, steps 1-3 are specifically as follows:

[0028] If the server determines that the management end selects the interactive strategy of establishing a marking layer, a marking layer of corresponding coordinates is generated at the upper part of the first power dispatching area;

[0029] Based on the layer point selected by the marking layer receiving management end, if it is determined that the directly adjacent or indirectly adjacent layer points form the outline of a closed area, the corresponding closed area is used as the second power dispatching area.

[0030] Furthermore, steps 1-3 are specifically as follows:

[0031] If the server determines that the management terminal selects the interactive strategy of the marking point, it generates a corresponding marking point group table, which includes a group column, a point column and a sequence column corresponding to each other;

[0032] The management end configures the group column, the point column and the sequence column based on the marked point group table, and the server obtains the point column corresponding to the group column, extracts the coordinate point in the point column, and establishes the point to be connected in the first power dispatching area;

[0033] The connection points are connected in sequence based on the order column to divide the outline of the first power dispatching area into a closed area to generate a corresponding second power dispatching area.

[0034] Further, the connection points are sequentially connected based on the order column to divide the outline of the first power dispatching area into a closed area to generate a corresponding second power dispatching area, including:

[0035] According to the adjacent order of each to-be-connected point in the order column, the to-be-connected points in the adjacent order are connected to obtain the corresponding connection lines;

[0036] Connect the last point to be connected in the sequence column with the first point to be connected in the sequence column to obtain a corresponding connection line;

[0037] The coordinates corresponding to the starting point and the end point of each connecting line are deleted to obtain a connecting point set of the connecting line. If it is determined that there are no repeated connecting points in all the connecting point sets, the second power dispatching area is determined to be a normal area.

[0038] If it is determined that there are repeated connection points in all the connection point sets, the connection lines corresponding to the connection point sets with the repeated connection points are highlighted, and the management end adjusts the connection lines to obtain the adjusted second power dispatching area.

[0039] Furthermore, it is characterized in that step 4 specifically comprises:

[0040] Step 4-1: According to the scheduling priority types preset in the scheduling strategy, the second power equipment is classified and sorted from high to low, and the second power equipment of the same priority type is classified and sorted from high to low according to the second power consumption and electric energy to obtain a classification and sorting set;

[0041] Step 4-2, sequentially adding the second power consumption energy of the second power equipment of the same scheduling priority type in the classification sorting set to obtain the type of electric energy;

[0042] Step 4-3: If it is determined that the type of electric energy is greater than or equal to the dispatched electric energy, the second electric power equipment corresponding to the corresponding type of electric energy is selected to obtain the third electric power equipment for target storage;

[0043] Step 4-4: If it is determined that the type of electric energy is less than the dispatched electric energy, other corresponding types of electric energy are selected again and added until the sum of the added types of electric energy is greater than or equal to the dispatched electric energy, and the third electric energy device for target storage is obtained based on the selected second electric energy device.

[0044] Furthermore, step 5 is specifically as follows:

[0045] Step 5-1, decompose the total transmission electric energy and the first total electric energy according to time series segments, and obtain electric energy functions corresponding to the total transmission electric energy and the first total electric energy with time series;

[0046] Step 5-2, performing difference calculations on the energy functions corresponding to the total transmission electric energy and the first total electric energy in different time segments, respectively, to obtain the energy functions after the dispatched electric energy is decomposed according to the time segments;

[0047] Step 5-3: Based on the electric energy function, select the corresponding third power equipment and configure it in different time segments to obtain time-series storage information, and generate a storage table based on the storage and regulation shutdown time of each third power equipment in the time-series storage information and feed it back to the target terminal.

[0048] Furthermore, step 5-3 is specifically as follows:

[0049] Classifying the time series segments corresponding to the electric energy function to obtain a plurality of time series classification segments, and sorting the plurality of time series classification segments to obtain classification segment labels;

[0050] Select the third power equipment in the classification sorting set in sequence, and add the third power consumption energy of the third power equipment to obtain the calculated power energy. If the calculated power energy is greater than or equal to the sum of the dispatched power energy of the corresponding time sequence classification segment, the third power equipment is used as the third power equipment for storage in the corresponding time sequence classification segment.

[0051] The sum of dispatched electric energy of the next time sequence classification segment is calculated again, and the unselected third electric energy is selected again to add to obtain the calculated electric energy. If the calculated electric energy is greater than or equal to the sum of dispatched electric energy of the corresponding time sequence classification segment, the third electric power equipment is used as the third electric power equipment for storage in the new time sequence classification segment.

[0052] The timing classification segment corresponding to each third power device is counted as the corresponding shutdown time, the shutdown time is added to the corresponding third power device in the second power dispatching area, and fed back to the target terminal.

[0053] Compared with the prior art, the present invention has the following significant improvements:

[0054] 1) The present invention automatically determines the second power dispatching area in combination with user needs, and automatically determines the corresponding power equipment in the second power dispatching area for automatic power adjustment, so that the power equipment in the area can stop working within a fixed time period, thereby reducing the power consumption burden and ensuring the continuous safe and stable operation of the power grid. The present invention will generate a second power dispatching area corresponding to the user's needs in the first power dispatching area through configuration interaction with the management end, so that the user can perform power dispatching on any area in the first power dispatching area in combination with their own needs, thereby improving the flexibility of power dispatching. When it is judged that the total transmission power and the first total power consumption meet the preset requirements, that is, the power consumption is greater than the output power, or is close to the output power, the power system load is large at this time, and the stable operation of the power system cannot be achieved. At this time, the second power equipment will be selected according to the dispatching strategy and the second power consumption to obtain the corresponding third power equipment, and the third power equipment for phased power supply will be automatically selected, and the timing storage information corresponding to the third power equipment will be generated according to the timing analysis of the dispatched power, so as to supply power to the corresponding third power equipment in stages, thereby ensuring the stability of the system;

[0055] 2) The present invention will automatically determine the second power dispatching area that needs power adjustment in combination with user needs, so that the present invention can dynamically generate the corresponding power dispatching area in combination with user needs, thereby improving the flexibility of power adjustment. The present invention determines two ways to generate the second power dispatching area. First, the present invention first configures the first power dispatching area, and then generates a marking layer of corresponding coordinates on the upper part of the first power dispatching area. The user can trigger the marking layer to automatically connect the selected layer points to generate the second power dispatching area; second, through the marking point group table, the user can input the number of second power dispatching areas to be generated and the points to be connected in each second power dispatching area, and connect them in sequence according to the connection order of the points to be connected in the sequence column to obtain the second power dispatching area. If the connection point set corresponding to the connection line of the formed second power dispatching area does not have repeated connection points, it means that the area is normal. If repeated connection points appear, it means that the connection lines are crossed, so the corresponding second power dispatching area is abnormal, and it is necessary to manually adjust the connection lines to obtain the adjusted second power dispatching area, which is convenient for the subsequent adjustment of the power equipment in the second power dispatching area, so that the present invention can be customized in combination with the needs of users to flexibly adjust the power equipment in various places in the area, thereby improving the flexibility of adjustment, and combining the needs of users to improve the system experience;

[0056] 3) The present invention will automatically generate a shutdown time corresponding to each third power device, so that different third power devices have different corresponding shutdown times, so that the present invention can provide phased power supply to each third power device, while ensuring system stability, and automatically select some third power devices for shutdown. The present invention will sort the second power equipment twice, sorting them according to the scheduling priority type and the power consumption and energy under the same priority type respectively, so that the higher power consumption is in the front row and the lower power consumption is in the back row, and the second power consumption and energy of the same scheduling priority type are added to obtain the type power. When the type power is greater than or equal to the scheduling power, the corresponding second power equipment is used as the third power equipment, so that the present invention will automatically determine the second power equipment in the area as the third power equipment that needs to be scheduled; the present invention will perform a timing analysis on the scheduling power to obtain the scheduling power corresponding to the timing classification segment, and add the third power consumption and energy of the third power equipment in the classification and sorting set in sequence to obtain the calculated power. If the calculated power is greater than the scheduling power, the corresponding sequence classification segment is used as the corresponding accumulated shutdown time of the third power equipment, so that the third power equipment has the corresponding shutdown time, thereby reducing the load of the power system and ensuring the continuous, safe and stable operation of the power grid.

[0057] In order to more clearly illustrate the functional characteristics and structural parameters of the present invention, further description is given below in conjunction with the accompanying drawings and specific implementation methods. BRIEF DESCRIPTION OF THE DRAWINGS

[0058] The drawings described herein are used to provide a further understanding of the present invention and constitute a part of this application. The exemplary embodiments of the present invention and their descriptions are used to explain the present invention and do not constitute an improper limitation of the present invention. In the drawings:

[0059] Figure 1 This is a schematic diagram of the structure of an artificial intelligence-based power intelligent dispatching system provided by the present invention;

[0060] Figure 2 The present invention provides a flowchart of an artificial intelligence-based power intelligent dispatching method. DETAILED DESCRIPTION

[0061] The technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, rather than all the embodiments; based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without making creative work are within the scope of protection of the present invention.

[0062] The terms "first", "second", "third", "fourth", etc. (if any) in the specification and claims of the present invention and the above drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the numbers used in this way can be interchanged where appropriate, so that the embodiments of the present invention described herein can be implemented in sequences other than those illustrated or described herein.

[0063] It should be understood that in various embodiments of the present invention, the size of the sequence number of each process does not mean the order of execution. The execution order of each process should be determined by its function and internal logic, and should not constitute any limitation on the implementation process of the embodiments of the present invention.

[0064] It should be understood that in the present invention, "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions. For example, a process, method, system, product or apparatus comprising a series of steps or units is not necessarily limited to those steps or units explicitly listed, but may include other steps or units not explicitly listed or inherent to these processes, methods, products or apparatuses.

[0065] It should be understood that in the present invention, "plurality" refers to two or more than two. "And / or" is merely a description of the association relationship of associated objects, indicating that three relationships may exist. For example, A and / or B can represent: A exists alone, A and B exist at the same time, and B exists alone. The character " / " generally indicates that the objects associated before and after are in an "or" relationship. "Contains A, B and C", "Contains A, B, C" means that A, B, and C are all included, "Contains A, B or C" means that one of A, B, and C is included, and "Contains A, B and / or C" means that any one, any two, or any three of A, B, and C are included.

[0066] It should be understood that in the present invention, "B corresponding to A", "B corresponding to A", "A corresponds to B" or "B corresponds to A" means that B is associated with A and B can be determined based on A. Determining B based on A does not mean determining B based only on A, but B can also be determined based on A and / or other information. A and B match when the similarity between A and B is greater than or equal to a preset threshold.

[0067] Depending on the context, "if" as used herein may be interpreted as "when" or "when" or "in response to determining" or "in response to detecting."

[0068] The technical solution of the present invention is described in detail with specific embodiments below. The following specific embodiments can be combined with each other, and the same or similar concepts or processes may not be described in detail in some embodiments.

[0069] See also Figure 1 , is a schematic diagram of the structure of an artificial intelligence-based power intelligent dispatching system provided in an embodiment of the present invention, and the artificial intelligence-based power intelligent dispatching system includes:

[0070] A generating module, configured to enable the server to initialize a first power dispatching area having a first power device, and interact with the management end to generate a corresponding second power dispatching area in the first power dispatching area, wherein the second power dispatching area includes a second power device having a preset device attribute;

[0071] A first calculation module is used to calculate the transmission power in the first power dispatching area and the first power consumption power of the first power equipment respectively to obtain the total transmission power and the first total power consumption power;

[0072] A second calculation module is used for calculating the dispatching electric energy based on the total transmission electric energy and the first total electric energy if the total transmission electric energy and the first total electric energy meet the preset requirements;

[0073] A sorting module, used to classify and sort the second power equipment based on the dispatching strategy of the second power dispatching area to obtain a classified and sorted set, and select the corresponding second power equipment based on the second power consumption and electric energy of the second power equipment to obtain a third power equipment for target storage;

[0074] The analysis module is used to perform a timing analysis on the dispatched electric energy. If it is determined that the third power equipment of the target storage meets the timing analysis requirements, the timing storage information of the third power equipment is generated, and a storage table is generated based on the timing storage information and fed back to the target terminal.

[0075] The present invention provides an artificial intelligence-based power intelligent dispatching method, see Figure 2 , comprising steps S1-S5:

[0076] S1, the server initializes a first power dispatching area having a first power device, and interacts with the management end to generate a corresponding second power dispatching area in the first power dispatching area, wherein the second power dispatching area includes a second power device having preset device attributes.

[0077] It should be noted that, generally speaking, adjustments to power supply within a region are mainly made through decisions made by management personnel. For example, a corresponding power supply time period is set for region A, and no power supply is provided during the remaining time periods, thereby reducing the load on the power grid and ensuring continued safe and stable operation of the power grid. This implementation method can only control all regions as a whole, and it is difficult to achieve customized processing within the region. It lacks personalized consideration of electricity demand within different regions. Therefore, customized management is required in combination with user needs.

[0078] It can be understood that the server initializes the first power dispatching area having the first power equipment, for example, initializes the A area.

[0079] Furthermore, the configuration interaction with the management end generates a corresponding second power dispatching area in the first power dispatching area. For example, a B area is determined in the A area as the second power dispatching area.

[0080] The second power dispatching area includes second power equipment with preset equipment attributes.

[0081] In some embodiments, step S1 (the server initializes a first power dispatching area having a first power device, and interacts with the management end to generate a corresponding second power dispatching area in the first power dispatching area, wherein the second power dispatching area includes a second power device having preset device attributes) includes S11-S14:

[0082] S11, the server initializes the first power dispatching area according to the area information of the first power dispatching area configured by the management end.

[0083] It should be noted that a regional fence refers to a specific geographical area defined by coordinate points or geographic elements in GIS to form a closed area, wherein the regional information can be a regional fence or regional coordinates.

[0084] It is understandable that the server initializes the first power dispatching area according to the area information of the first power dispatching area configured by the management end. It is also understandable that the server determines a closed area as the first power dispatching area according to the area fence input by the management end.

[0085] For example, area A is determined according to coordinate information input by a user or an area fence, and area A is the first power dispatching area.

[0086] S12, the server generates a corresponding first power device in the first power dispatching area according to the location information and attribute information of the first power device configured by the management end.

[0087] The first power equipment may be civil, commercial or industrial power equipment.

[0088] It can be understood that after obtaining the first power dispatching area, the server generates the corresponding first power equipment in the first power dispatching area according to the location information and attribute information of the first power equipment configured by the management end.

[0089] In some embodiments, step S12 (the server generates the corresponding first power device in the first power dispatching area according to the location information and attribute information of the first power device configured by the management end) includes S121-S123:

[0090] S121, the server generates a corresponding first basic point in the first power dispatching area according to the location information of the first power equipment configured by the management end.

[0091] It can be understood that the server generates a corresponding first basic point in the first power dispatching area according to the location information of the first power device configured by the management end, wherein the location information may be geographic location information. That is, a positioning point is generated at a corresponding position in the first power dispatching area according to the geographic location information of the first power device as the first basic point.

[0092] S122, the server generates a corresponding first power device at a first basic point according to the attribute information configured by the management terminal, wherein the attribute information at least includes a form attribute and a type attribute of the first power device.

[0093] It can be understood that the server generates a corresponding first power device at the first basic point according to the attribute information configured by the management end, wherein the attribute information at least includes the form attribute and the type attribute of the first power device.

[0094] The type attribute is an attribute of the type of electricity, such as industrial electricity, commercial electricity, and civil electricity. The shape attribute is a shape attribute corresponding to the type of electricity of each first power equipment, such as a square attribute for industrial electricity, a circular attribute for commercial electricity, and a triangular attribute for civil electricity. The shape attribute has a corresponding shape image.

[0095] It is not difficult to understand that the type of electricity consumption at the corresponding location can be determined through the location information of the first power equipment. For example, if the coordinates of location A in area A are factories, then the type of electricity consumption is industrial electricity, and the morphological image of the corresponding morphological attribute is a square.

[0096] S123, setting the center of the morphological image corresponding to the morphological attribute of the first electric power equipment to correspond to the first basic point, and adjusting the outline of the morphological image to pixel points of corresponding pixel values ​​based on the type attribute.

[0097] It can be understood that the server will set the center of the morphological image corresponding to the morphological attribute of the first power device to correspond to the first basic point, thereby generating multiple first power devices in the first power dispatching area.

[0098] Furthermore, the server adjusts the pixel points of the contour of the morphological image to pixel points of corresponding pixel values ​​based on the category attribute.

[0099] For example, if the server determines that the type attribute of the first power equipment is industrial electricity, the center of the square is set to correspond to the first basic point, and the pixels of the outline of the corresponding square are adjusted to red pixels. If the type attribute is determined to be residential electricity, the pixels of the outline of the corresponding triangle are adjusted to green pixels, that is, the color of the outline boundary of the morphological images of different type attributes is changed.

[0100] S13, the server configures interaction with the management terminal based on the interaction strategy, divides the first power dispatching area into a closed area outline to generate a corresponding second power dispatching area.

[0101] It can be understood that the server configures interaction with the management end based on the interaction strategy, divides the outline of the first power dispatching area into a closed area to generate a corresponding second power dispatching area. For example, the user draws an area in the first power dispatching area to obtain the second power dispatching area.

[0102] In some embodiments, step S13 (the server interacts with the management terminal based on the interaction strategy to divide the first power dispatching area into a closed area to generate a corresponding second power dispatching area) includes A131-A132:

[0103] A131, if the server determines that the management end chooses to establish an interactive strategy of a marking layer, a marking layer of corresponding coordinates is generated on the upper part of the first power dispatching area.

[0104] It is understandable that if the server determines that the management end chooses to establish an interactive strategy for the marking layer, that is, determines that the user chooses to interact using the marking layer.

[0105] Furthermore, a marking layer of corresponding coordinates will be generated on the upper part of the first power dispatching area, wherein the marking layer is the same layer as the first power dispatching area, and is used to record the layer points selected by the user. For example, a layer that is exactly the same as area A is constructed above area A as a marking layer, which is convenient for subsequent recording of the layer points triggered and selected by the user.

[0106] A132, based on the layer point selected by the marking layer receiving management terminal, if it is determined that the directly adjacent or indirectly adjacent layer points form the outline of a closed area, the corresponding closed area is used as the second power dispatching area.

[0107] It is understandable that the management end can trigger the mark layer and use the triggered layer point as the selected layer point, for example, drawing a circle or a rectangle in the mark layer.

[0108] Therefore, based on the layer point selected by the marking layer receiving management terminal, if it is determined that the directly adjacent or indirectly adjacent layer points form the outline of a closed area, the corresponding closed area is used as the second power dispatching area.

[0109] For example, the management end triggers the marking layer and records the layer point selected by the user, that is, records the corresponding trigger trace. When directly adjacent or indirectly adjacent layer points form the outline of a closed area, the closed area is used as the second power dispatching area.

[0110] In some other embodiments, step S13 (the server interacts with the management terminal configuration based on the interaction strategy to divide the first power dispatching area into a closed area to generate a corresponding second power dispatching area) includes B131-B133:

[0111] B131, if the server determines that the management terminal selects the interactive strategy of the marking point, it generates a corresponding marking point group table, and the marking point group table includes a group column, a point column and a sequence column that correspond to each other.

[0112] It is understandable that if the server determines that the management end selects the interaction strategy of the marking point, it determines that the user chooses to use the marking point for interaction.

[0113] Furthermore, the server generates a corresponding marking point group table, wherein the marking point group table includes a group column, a point column, and a sequence column that correspond to each other.

[0114] It is not difficult to understand that if the server determines that the management terminal selects the interaction strategy of the marking point, it generates a table with three column areas, namely, the group column, the point column and the sequence column.

[0115] B132, the management end configures the group column, point column and sequence column based on the marked point group table, the server obtains the point column corresponding to the group column, extracts the coordinate points in the point column and establishes the points to be connected in the first power dispatching area.

[0116] It is understandable that the management end configures the group column, the point column and the sequence column based on the mark point group table, that is, configures the contents in the group column, the point column and the sequence column.

[0117] For example, there are Group 1 and Group 2 in the Group column, which are used to indicate the number of second power dispatching areas generated subsequently. If there are 2 groups, there are 2 second power dispatching areas. There are corresponding corner points in the Point column. Angle A, Angle B, Angle C, and Angle D correspond to Group 1, and Angle E, Angle F, Angle G, and Angle H correspond to Group 2. The sequence column corresponding to Group 1 is ABCD, which shows the connection order of the corner points.

[0118] Through the above implementation, the user can directly input the corresponding geographical location information to determine the corresponding corner point and input the corresponding connection sequence, thereby directly determining the corresponding second power dispatching area.

[0119] Furthermore, the server obtains the point column corresponding to the group column, extracts the coordinate points in the point column, and establishes the points to be connected in the first power dispatching area. For example, the coordinate points of angle A, angle B, angle C, and angle D in the point column corresponding to group 1 in the group column are obtained to establish points A to be connected, point B to be connected, point C to be connected, and point D to be connected in the first power dispatching area.

[0120] B133, connecting the connection points in sequence based on the sequence columns to divide the first power dispatching area into a closed area to generate a corresponding second power dispatching area.

[0121] It is understandable that the server will connect the to-be-connected points in sequence based on the connection order of the to-be-connected points in the sequence column, so as to divide the outline of the first power dispatching area into a closed area to generate a corresponding second power dispatching area.

[0122] In some embodiments, step B133 (connecting the connection points in sequence based on the sequence column to divide the outline of the first power dispatching area into a closed area to generate a corresponding second power dispatching area) includes B1331-B1334:

[0123] B1331, according to the adjacent order of appearance of each to-be-connected point in the sequence column, connect the to-be-connected points in adjacent order to obtain corresponding connection lines.

[0124] It is understandable that the server will connect the adjacent order of the points to be connected according to the adjacent order in which each point to be connected appears in the sequence column to obtain corresponding connection lines.

[0125] For example, if the sequence column is ABCD, then according to the order of appearance, A is first and B is second, so A and B are connected at an angle to form the AB connecting line, and then the BC and CD connecting lines are obtained in turn.

[0126] B1332, connect the last point to be connected in the sequence column with the first point to be connected in the sequence column to obtain a corresponding connection line.

[0127] It can be understood that the last point to be connected in the sequence column is connected with the first point to be connected in the sequence column to obtain a corresponding connection line.

[0128] For example, D and A are connected to obtain all the connection lines, such as the connection lines of AB, BC, CD, and DA. For example, after the connection, a closed rectangular area is formed, so that the closed rectangular area is subsequently used as the second power dispatching area.

[0129] It is not difficult to understand that there are cases where user input errors occur, resulting in the generated connection lines having intersections, making it impossible to form a closed area, or forming multiple closed areas, so verification is performed in the following manner.

[0130] B1333, delete the coordinates corresponding to the starting point and the end point of each connecting line to obtain a connection point set of the connecting line. If it is determined that there are no repeated connection points in the set of all connection points, the second power dispatching area is determined to be a normal area.

[0131] It can be understood that the coordinates corresponding to the starting point and end point of each connecting line are deleted to obtain the connection point set of the connecting line. For example, the coordinates of the endpoints A and B corresponding to the AB connecting line are deleted to obtain the coordinate set of all points on the connecting line AB except the endpoints A and B, that is, the connection point set.

[0132] Furthermore, if it is determined that there are no repeated connection points in the set of all connection points, for example, a closed rectangular area is formed after connection, then all connection lines have no intersections other than the endpoints. Therefore, there are no repeated connection points in the set of all connection points, and the second power dispatching area is determined to be a normal area.

[0133] B1334, if it is determined that there are repeated connection points in all connection point sets, the connection lines corresponding to the connection point sets with the repeated connection points are highlighted, and the second power dispatching area is adjusted based on the management end adjusting the connection lines.

[0134] It can be understood that if it is determined that there are repeated connection points in the set of all connection points, it means that the connection lines have intersections other than the endpoints. At this time, there is a problem and a complete area cannot be formed. Therefore, the connection lines corresponding to the set of connection points with repeated connection points are highlighted, and the second power dispatching area is obtained based on the adjustment of the corresponding connection lines by the management end.

[0135] It is not difficult to understand that the connection lines with intersections other than endpoints are highlighted to facilitate manual adjustments by the subsequent management end, thereby obtaining the adjusted second power dispatching area.

[0136] Through the above implementation, the user can choose different ways to generate the second power dispatching area. The user can actively trigger the generation or input the generation, thereby improving the flexibility of the division.

[0137] S14, counting the second power devices with preset device attributes in the second power dispatching area.

[0138] The preset device attributes are manually preset device attributes.

[0139] It should be noted that since civil electricity consumption usually has a relatively continuous demand, people's lives and basic services need to be met at different times of the day, such as home lighting, televisions, refrigerators, etc. Therefore, generally only industrial and commercial electricity consumption is regulated.

[0140] Therefore, the present invention will count the second power equipment with preset equipment attributes in the second power dispatching area, for example, only count the second power equipment with industrial and commercial power attributes.

[0141] S2, respectively calculating the transmission power in the first power dispatching area and the first power consumption power of the first power equipment to obtain the total transmission power and the first total power consumption power.

[0142] It is not difficult to understand that the server will separately calculate the transmission energy in the first power dispatching area and the first power energy consumed by the first power equipment, that is, count the transmission energy of the first power dispatching area in the corresponding time period to obtain the total transmission energy, and count the first power energy consumed by all the first power equipment in the first power dispatching area in the corresponding time period to obtain the first total power energy.

[0143] It is understandable that statistics are about electricity consumption and transmission in a region. This is the prior art. The electricity consumption and transmission in the region are simply counted to obtain the total transmission electric energy and the first total electricity consumption, which will not be elaborated here.

[0144] S3: If the total transmission electric energy and the first total electric energy meet preset requirements, the dispatching electric energy is calculated based on the total transmission electric energy and the first total electric energy.

[0145] Among them, the preset requirement is a manually preset requirement, and the preset requirement may be that the total transmission energy is less than the first total power consumption energy, for example, the total transmission energy is less than the first total power consumption energy, that is, there is a power shortage.

[0146] It is understandable that if the total transmission power is less than the first total power consumption power, that is, at this time, there is a power shortage in the first power dispatching area, and the power transmission cannot meet the power consumption. Then, according to the difference between the first total power consumption power and the total transmission power, the dispatching power is obtained, that is, how much power is lacking.

[0147] S4, classify and sort the second power equipment based on the dispatching strategy of the second power dispatching area to obtain a classified and sorted set, and select the corresponding second power equipment based on the second power consumption and power energy of the second power equipment to obtain the third power equipment for target storage.

[0148] In some embodiments, step S4 (classifying and sorting the second power equipment based on the dispatching strategy of the second power dispatching area to obtain a classified and sorted set, and selecting the corresponding second power equipment based on the second power consumption and electric energy of the second power equipment to obtain the third power equipment for target storage) includes S41-S44:

[0149] S41, according to the scheduling priority types preset in the scheduling strategy, the second power equipment is classified and sorted from high to low, and the second power equipment of the same priority type is classified and sorted from high to low according to the second power consumption and electric energy to obtain a classification and sorting set.

[0150] Among them, the scheduling priority types include high power consumption type, medium power consumption type and low power consumption type.

[0151] It can be understood that the server will classify and sort the second power equipment from high to low according to the scheduling priority types preset in the scheduling strategy. First, the scheduling priority types with high priority are arranged in front, the scheduling priority types with medium priority are arranged in the middle, and the scheduling priority types with low priority are arranged at the end.

[0152] Furthermore, the second power equipment of the same priority type is secondary classified and sorted from high to low according to the second power consumption and electric energy to obtain a classified and sorted set. For example, the second power equipment of the high power consumption type is sorted from high to low according to the second power consumption and electric energy.

[0153] It is not difficult to understand that the two sortings are performed so that the ones with high energy consumption are sorted first and the ones with low energy consumption are sorted last.

[0154] S42, sequentially adding the second power consumption electric energy of the second power equipment of the same scheduling priority type in the classification and sorting set to obtain the type electric energy.

[0155] It should be noted that making adjustments to all enterprises of the same scheduling priority type at the same time will help ensure fairness and rationality.

[0156] It is understandable that the server will sequentially add up the second power consumption of the second power equipment of the same scheduling priority type in the classification sorting set to obtain the type power. That is, the second power consumption of all second power equipment corresponding to the high power consumption type is added to obtain the type power corresponding to the high power consumption type, the type power corresponding to the medium power consumption type, and the type power corresponding to the low power consumption type. In subsequent adjustments, the enterprises of the same scheduling priority type will be adjusted.

[0157] S43, if it is determined that the type of electric energy is greater than or equal to the dispatched electric energy, the second electric power equipment corresponding to the corresponding type of electric energy is selected to obtain the third electric power equipment for target storage.

[0158] It should be noted that if it is determined that the type of electric energy corresponding to the high-energy-consuming type is greater than or equal to the dispatched electric energy, it means that stopping the operation of the power equipment corresponding to the high-energy-consuming type can meet the corresponding dispatched electric energy.

[0159] It can be understood that if it is determined that the type of electric energy is greater than or equal to the dispatched electric energy, the second electric power equipment corresponding to the corresponding type of electric energy is selected to obtain the third electric power equipment for target storage.

[0160] For example, if the type of electric energy corresponding to the high-power-consumption category is greater than or equal to the dispatched electric energy, the second power equipment corresponding to the type of electric energy of the corresponding high-power-consumption category is used as the third power equipment.

[0161] S44, if it is determined that the type of electric energy is less than the dispatched electric energy, other corresponding types of electric energy are selected again and added until the sum of the added types of electric energy is greater than or equal to the dispatched electric energy, and the third electric energy device for target storage is obtained based on the selected second electric energy device.

[0162] It should be noted that if it is determined that the type of electric energy corresponding to the high-power consumption type is less than the dispatched electric energy, the type of electric energy corresponding to the medium-power consumption type is selected and added; if it is still less than the dispatched electric energy, the type of electric energy corresponding to the low-power consumption type is continued to be selected and added.

[0163] It can be understood that if it is judged that the type of electric energy is less than the scheduled electric energy, other corresponding types of electric energy are selected again and added until the sum of the added types of electric energy is greater than or equal to the scheduled electric energy, that is, the types of electric energy corresponding to high, medium and low electric energy types are continuously selected and added, and the device meets the scheduled electric energy.

[0164] Furthermore, the selected second electric power equipment is used as the third electric power equipment for target regulation.

[0165] S5, performing a timing analysis on the dispatched electric energy, if it is determined that the third power equipment for target storage meets the timing analysis requirements, generating timing storage information of the third power equipment, generating a storage table based on the timing storage information and feeding it back to the target terminal.

[0166] It is understandable that the server will perform a timing analysis on the dispatched electric energy. If it is determined that the third power equipment for target regulation meets the timing analysis requirements, it will generate timing regulation information related to the third power equipment, and generate a regulation table based on the timing regulation information and feed it back to the target terminal.

[0167] In some embodiments, step S5 (performing a timing analysis on the dispatched electric energy, and if it is determined that the third power equipment of the target storage meets the timing analysis requirements, generating timing storage information of the third power equipment, and generating a storage table based on the timing storage information and feeding it back to the target terminal) includes S51-S53:

[0168] S51, decomposing the total transmission electric energy and the first total electric energy according to time series segments, to obtain electric energy functions corresponding to the total transmission electric energy and the first total electric energy with time series.

[0169] The time segment may be each hour segment, for example, from 8:00 to 9:00.

[0170] It is understandable that the server will decompose the total transmission power and the first total power consumption according to time segments, for example, decompose the total transmission power and the first total power consumption according to each hour, so as to obtain the power functions corresponding to the total transmission power and the first total power consumption with time segments.

[0171] For example, the server will decompose the total transmission energy and the first total power consumption based on each hour. For 24 hours, the total transmission energy and the first total power consumption corresponding to each hour period are, for example, from 8 to 9 o'clock, the total transmission energy is 10,000 kilowatts, and the first total power consumption is 11,000 kilowatts, from 9 to 10 o'clock, the total transmission energy is 10,000 kilowatts, and the first total power consumption is 9,000 kilowatts, from 10 to 11 o'clock, the total transmission energy is 10,000 kilowatts, and the first total power consumption is 12,000 kilowatts. The energy function of the total transmission energy corresponding to 8 to 9 o'clock is 10,000 kilowatts, and the energy function of the first total power consumption is 11,000 kilowatts. For the convenience of understanding, only examples are given here, and the specific details will be determined based on actual conditions.

[0172] S52, performing difference calculations on the energy functions corresponding to the total transmission electric energy and the first total electric energy in different time segments, to obtain the energy functions of the dispatched electric energy after being decomposed according to the time segments.

[0173] It can be understood that the energy functions corresponding to the total transmission electric energy and the first total electric energy are respectively subjected to difference calculations in different time segments to obtain the energy functions after the dispatched electric energy is decomposed according to the time segments.

[0174] It is not difficult to understand that the total transmission electric energy and the first total electric energy under different time segments are calculated by difference, so as to obtain the electric energy function after the dispatched electric energy is decomposed according to the time segments.

[0175] For example, from 8 to 9 o'clock, the total transmission energy is 10,000 kilowatts, and the first total power consumption energy is 11,000 kilowatts. Then the energy function after the dispatched energy is decomposed according to the time segment is 11,000-10,000=1,000 kilowatts.

[0176] At 9-10 o'clock, the total transmission electric energy is 10,000 kilowatts, and the first total electric energy is 9,000 kilowatts. Then the electric energy function after the dispatched electric energy is decomposed according to the time sequence is 9,000-10,000=-1,000 kilowatts.

[0177] At 10-11 o'clock, the total transmission electric energy is 10,000 kilowatts, and the first total electric energy is 12,000 kilowatts. Then the electric energy function after the dispatched electric energy is decomposed according to the time sequence is 12,000-10,000=2,000 kilowatts.

[0178] Through the above implementation mode, the present invention will analyze the power supply situation in each time segment, so as to obtain the dispatched electric energy corresponding to the time segment, and the electric energy function after decomposing it according to the time segment, so as to facilitate the subsequent check whether there is a power shortage in each time segment. If there is no power shortage, no processing is required. If there is a power shortage, classification processing is required.

[0179] S53, based on the electric energy function, corresponding third power equipment is selected and configured in different time segments to obtain time-series storage regulation information, and a storage regulation table is generated based on the storage regulation shutdown time of each third power equipment in the time-series storage regulation information and fed back to the target terminal.

[0180] It can be understood that the server will select the corresponding third power equipment and configure it in different time segments based on the scheduled electric energy according to the electric energy function after decomposition of the time segments, that is, the corresponding third power equipment will only be configured for the time segments where power shortage occurs, so as to obtain the time-series regulation and storage information, and generate a regulation and storage table based on the regulation and storage shutdown time of each third power equipment in the time-series regulation and storage information and feedback it to the target terminal.

[0181] In some embodiments, step S53 (selecting corresponding third power equipment based on the electric energy function and configuring them in different time segments to obtain time-series storage regulation information, and generating a storage regulation table based on the storage regulation shutdown time of each third power equipment in the time-series storage regulation information and feeding it back to the target terminal) includes S531-S534:

[0182] S531, classify the time series segments corresponding to the electric energy function to obtain a plurality of time series classification segments, and sort the plurality of time series classification segments to obtain classification segment labels.

[0183] It is understandable that the server will classify the time segments corresponding to the electric energy function to obtain multiple time segment classification segments, and sort the multiple time segment classification segments to obtain classification segment labels.

[0184] It is not difficult to understand that the server will only classify the time segments where the total power transmission energy is less than the first total power consumption energy, that is, only classify the time segments where power shortage occurs, thereby obtaining multiple time segment classification segments. The multiple time segment classification segments are sorted in time order to obtain classification segment labels.

[0185] For example, at 8-9 o'clock, the total transmission energy is 10,000 kilowatts, and the first total power consumption is 11,000 kilowatts. Then the energy function of the dispatched energy after decomposing it according to the time sequence is 11,000-10,000=1,000 kilowatts. At 9-10 o'clock, the total transmission energy is 10,000 kilowatts, and the first total power consumption is 9,000 kilowatts. Then the energy function of the dispatched energy after decomposing it according to the time sequence is 9,000-10,000=-1,000 kilowatts. At 10-11 o'clock, the total transmission energy is 10,000 kilowatts, and the first total power consumption is 12,000 kilowatts. Then the energy function of the dispatched energy after decomposing it according to the time sequence is 12,000-10,000=2,000 kilowatts. The power shortage is between 8 and 9 o'clock and 10 and 11 o'clock, so we get 2 time series classification segments (8 and 9 o'clock, 10 and 11 o'clock), and mark 8 and 9 o'clock as classification segment No. 1, and mark 8 and 9 o'clock as classification segment No. 2. No. 1 and No. 2 are the classification segment numbers.

[0186] S532, select the third power equipment in the classification sorting set in sequence, and add the third power consumption of the third power equipment to obtain the calculated power. If the calculated power is greater than or equal to the sum of the dispatched power of the corresponding time classification segment, the third power equipment will be used as the third power equipment for storage in the corresponding time classification segment.

[0187] It is understandable that the server will select the third power devices in sequence based on the order of the classified sorting set, and add the third power consumption of the third power devices in sequence to obtain the calculated power.

[0188] Furthermore, if it is determined that the calculated electric energy is greater than or equal to the sum of the dispatched electric energies of the corresponding time sequence classification segment, the corresponding third power equipment is used as the third power equipment for storage in the corresponding time sequence classification segment.

[0189] For example, the third power consumption of multiple factories (factory a, factory b, factory c) in the classified sorting set is added to obtain the calculated power. If the calculated power is greater than or equal to 1000 kilowatts at 8-9 o'clock, the power equipment of the selected factory will be used as the third power equipment for storage in the corresponding time classification segment. That is, the power supply to the power equipment of factory a, factory b, and factory c will be stopped in the time period of 8-9 o'clock.

[0190] S533, calculate the sum of the dispatched electric energy of the next time classification segment again, and select the unselected third electric energy again to add up the calculated electric energy. If the calculated electric energy is greater than or equal to the sum of the dispatched electric energy of the corresponding time classification segment, the third power equipment will be used as the third power equipment for storage in the new time classification segment.

[0191] It is understandable that the sum of dispatched electric energy of the next time series classification segment is calculated again. For example, the sum of dispatched electric energy from 10 to 11 o'clock is 2000 kilowatts.

[0192] Furthermore, the unselected third electric energy is selected again and added to obtain the calculated electric energy. If the calculated electric energy is greater than or equal to the sum of the dispatched electric energy of the corresponding time sequence classification segment, the third electric power equipment is used as the third electric power equipment for storage and regulation of the new time sequence classification segment. The above steps are continuously repeated until all time sequence classification segments have corresponding third electric power equipment for storage and regulation.

[0193] S534, counting the time classification segment corresponding to each third power device as the corresponding shutdown time, adding the shutdown time to the third power device in the second power dispatching area, and feeding back to the target terminal.

[0194] It is understandable that the server will count the time classification segment corresponding to each third power equipment as the corresponding shutdown time, for example, the time period from 8 to 9 o'clock corresponding to factory a as the corresponding shutdown time.

[0195] Furthermore, the shutdown time is added correspondingly to the third power equipment in the second power dispatching area and fed back to the target terminal. For example, the time period from 8 to 9 o'clock is added to the factory a.

[0196] Through the above-mentioned implementation mode, the present invention can automatically adjust the power supply of each power equipment in the region while ensuring the stability of the power system, and only needs to meet the dispatched electric energy, without the need to shut down all power equipment in the region during a unified time period, so that the adjustment of each power equipment is asynchronous, and the enterprise has a corresponding adjustment time period, which can ensure the normal operation of some enterprises.

[0197] The present invention also provides a storage medium, in which a computer program is stored. When the computer program is executed by a processor, it is used to implement the methods provided by the various embodiments described above.

[0198] Among them, the storage medium can be a computer storage medium or a communication medium. The communication medium includes any medium that facilitates the transmission of a computer program from one place to another. The computer storage medium can be any available medium that can be accessed by a general-purpose or special-purpose computer. For example, the storage medium is coupled to the processor so that the processor can read information from the storage medium and write information to the storage medium. Of course, the storage medium can also be a component of the processor. The processor and the storage medium can be located in an application-specific integrated circuit (Application Specific Integrated Circuits, referred to as ASIC). In addition, the ASIC can be located in a user device. Of course, the processor and the storage medium can also exist in a communication device as discrete components. The storage medium can be a read-only memory (ROM), a random access memory (RAM), a CD-ROM, a magnetic tape, a floppy disk, an optical data storage device, and the like.

[0199] The present invention also provides a program product, which includes an execution instruction, which is stored in a storage medium. At least one processor of a device can read the execution instruction from the storage medium, and at least one processor executes the execution instruction so that the device implements the methods provided in the above various embodiments.

[0200] In the above-mentioned terminal or server embodiment, it should be understood that the processor can be a central processing unit (CPU), or other general-purpose processors, digital signal processors (DSP), application-specific integrated circuits (ASIC), etc. The general-purpose processor can be a microprocessor or the processor can also be any conventional processor, etc. The steps of the method disclosed in the present invention can be directly embodied as being executed by a hardware processor, or being executed by a combination of hardware and software modules in the processor. It should be noted that, in this article, relational terms such as first and second are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply that there is any such actual relationship or order between these entities or operations. Moreover, the terms "include", "comprise" or any other variant thereof are intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such a process, method, article or device.

[0201] Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that various changes, modifications, substitutions and variations may be made to the embodiments without departing from the principles and spirit of the present invention, and that the scope of the present invention is defined by the appended claims and their equivalents.

Claims

1. An artificial intelligence-based power intelligent dispatching system, characterized in that: include: A generating module, configured to enable the server to initialize a first power dispatching area having a first power device, and interact with the management end to generate a corresponding second power dispatching area in the first power dispatching area, wherein the second power dispatching area includes a second power device having a preset device attribute; A first calculation module is used to calculate the transmission power in the first power dispatching area and the first power consumption power of the first power equipment respectively to obtain the total transmission power and the first total power consumption power; A second calculation module is used for calculating the dispatching electric energy based on the total transmission electric energy and the first total electric energy if the total transmission electric energy and the first total electric energy meet the preset requirements; A sorting module, used to classify and sort the second power equipment based on the dispatching strategy of the second power dispatching area to obtain a classified and sorted set, and select the corresponding second power equipment based on the second power consumption and electric energy of the second power equipment to obtain a third power equipment for target storage; The analysis module is used to perform a timing analysis on the dispatched electric energy. If it is determined that the third power equipment of the target storage meets the timing analysis requirements, the timing storage information of the third power equipment is generated, and a storage table is generated based on the timing storage information and fed back to the target terminal.

2. An artificial intelligence-based power intelligent dispatching method, characterized in that: The following steps are involved: Step 1: The server initializes a first power dispatching area having a first power device, and interacts with the management end to generate a corresponding second power dispatching area in the first power dispatching area, wherein the second power dispatching area includes a second power device having a preset device attribute; Step 2: Calculate the transmission power in the first power dispatching area and the first power consumption power of the first power equipment respectively to obtain the total transmission power and the first total power consumption power; Step 3: If the total transmission power and the first total power consumption meet the preset requirements, the dispatching power is calculated based on the total transmission power and the first total power consumption; Step 4: Classify and sort the second power equipment based on the dispatching strategy of the second power dispatching area to obtain a classified and sorted set, and select the corresponding second power equipment based on the second power consumption and electric energy of the second power equipment to obtain the third power equipment for target storage; Step 5: Perform a timing analysis on the dispatched electric energy. If it is determined that the third power equipment for target storage meets the timing analysis requirements, generate timing storage information for the third power equipment, and generate a storage table based on the timing storage information and feed it back to the target terminal.

3. The method for intelligent power dispatching based on artificial intelligence according to claim 2 is characterized in that: Step 1 is as follows: Step 1-1, the server initializes the first power dispatching area according to the area information of the first power dispatching area configured by the management terminal; Step 1-2: The server generates a corresponding first power device in the first power dispatching area according to the location information and attribute information of the first power device configured by the management end; Step 1-3, the server configures interaction with the management terminal based on the interaction strategy, divides the first power dispatching area into a closed area outline to generate a corresponding second power dispatching area; Step 1-4: Count the second power devices with preset device attributes in the second power dispatching area.

4. The method for intelligent power dispatching based on artificial intelligence according to claim 3 is characterized in that: Steps 1-2 are as follows: The server generates a corresponding first basic point in the first power dispatching area according to the location information of the first power equipment configured by the management end; The server generates a corresponding first power device at the first basic point according to the attribute information configured by the management terminal, wherein the attribute information at least includes a form attribute and a type attribute of the first power device; The center of the morphological image corresponding to the morphological attribute of the first electric power equipment is set corresponding to the first basic point, and the outline of the morphological image is adjusted to a pixel point of a corresponding pixel value based on the type attribute.

5. The method for intelligent power dispatching based on artificial intelligence according to claim 4 is characterized in that: Steps 1-3 are as follows: If the server determines that the management terminal selects the interactive strategy of establishing a marking layer, a marking layer of corresponding coordinates is generated on the upper part of the first power dispatching area; Based on the layer point selected by the marking layer receiving management end, if it is determined that directly adjacent or indirectly adjacent layer points form the outline of a closed area, the corresponding closed area is used as the second power dispatching area.

6. The method for intelligent power dispatching based on artificial intelligence according to claim 4 is characterized in that: Steps 1-3 are as follows: If the server determines that the management terminal selects the interactive strategy of the marking point, it generates a corresponding marking point group table, wherein the marking point group table includes a group column, a point column and a sequence column corresponding to each other; The management end configures the group column, the point column and the sequence column based on the marked point group table, the server obtains the point column corresponding to the group column, extracts the coordinate point in the point column to establish the point to be connected in the first power dispatching area; The connection points to be connected are connected in sequence based on the sequence columns, so as to divide the outline of the first power dispatching area into a closed area to generate a corresponding second power dispatching area.

7. The method for intelligent power dispatching based on artificial intelligence according to claim 6 is characterized in that: The method of sequentially connecting the connection points based on the sequence columns to divide the first power dispatching area into a closed area to generate a corresponding second power dispatching area includes: According to the adjacent order of each to-be-connected point in the sequence column, the to-be-connected points in adjacent order are connected to obtain corresponding connection lines; Connect the last point to be connected in the sequence column with the first point to be connected in the sequence column to obtain a corresponding connection line; The coordinates corresponding to the starting point and the end point of each connecting line are deleted to obtain a connecting point set of the connecting line. If it is determined that there are no repeated connecting points in all the connecting point sets, the second power dispatching area is determined to be a normal area. If it is determined that there are repeated connection points in all the connection point sets, the connection lines corresponding to the connection point sets with the repeated connection points are highlighted, and the management end adjusts the connection lines to obtain the adjusted second power dispatching area.

8. An artificial intelligence-based power intelligent dispatching method according to any one of claims 5 or 7, characterized in that: Step 4 is as follows: Step 4-1: According to the scheduling priority types preset in the scheduling strategy, the second power equipment is classified and sorted from high to low, and the second power equipment of the same priority type is classified and sorted from high to low according to the second power consumption and electric energy to obtain a classification and sorting set; Step 4-2, sequentially adding the second power consumption energy of the second power equipment of the same scheduling priority type in the classification and sorting set to obtain the type of electric energy; Step 4-3: if it is determined that the type of electric energy is greater than or equal to the dispatched electric energy, the second electric power equipment corresponding to the corresponding type of electric energy is selected to obtain the third electric power equipment for target storage; Step 4-4: If it is determined that the type of electric energy is less than the dispatched electric energy, select other corresponding types of electric energy again and add them until the sum of the added types of electric energy is greater than or equal to the dispatched electric energy, and obtain the third electric energy device for target storage based on the selected second electric energy device.

9. The method for intelligent power dispatching based on artificial intelligence according to claim 8, characterized in that: Step 5 is as follows: Step 5-1, decompose the total transmission electric energy and the first total electric energy according to time series segments, and obtain electric energy functions corresponding to the total transmission electric energy and the first total electric energy with time series; Step 5-2, performing difference calculations on the energy functions corresponding to the total transmission electric energy and the first total electric energy in different time segments, respectively, to obtain the energy functions after the dispatched electric energy is decomposed according to the time segments; Step 5-3: Based on the electric energy function, select the corresponding third power equipment and configure it in different time segments to obtain time-series storage regulation information, and generate a storage regulation table based on the storage regulation shutdown time of each third power equipment in the time-series storage regulation information and feed it back to the target terminal.

10. The method for intelligent power dispatching based on artificial intelligence according to claim 9, characterized in that: Step 5-3 is as follows: Classifying the time series segments corresponding to the electric energy function to obtain a plurality of time series classification segments, and sorting the plurality of time series classification segments to obtain classification segment labels; Select the third power equipment in the classification sorting set in sequence, and add the third power consumption energy of the third power equipment to obtain the calculated power energy. If the calculated power energy is greater than or equal to the sum of the dispatched power energy of the corresponding time sequence classification segment, the third power equipment is used as the third power equipment for storage in the corresponding time sequence classification segment; The sum of the dispatched electric energy of the next time sequence classification segment is calculated again, and the unselected third electric energy is selected again to add to obtain the calculated electric energy. If the calculated electric energy is greater than or equal to the sum of the dispatched electric energy of the corresponding time sequence classification segment, the third electric power equipment is used as the third electric power equipment for storage in the new time sequence classification segment; The timing classification segment corresponding to each third power device is counted as the corresponding shutdown time, the shutdown time is added to the corresponding third power device in the second power dispatching area, and fed back to the target terminal.

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