A method and related device for identifying a single main grid side operation mode

Abstract

The application discloses a kind of main grid side operation mode single identification method and related device, method includes: based on preset semantic rule to the current operation mode single of main grid side carries out first preprocessing operation, obtains multiple semantic single sentence;According to first regular expression, action recognition is carried out to semantic single sentence, obtains action mode list;Second preprocessing operation is carried out to action mode list, obtains simplified action mode list;Word division operation is carried out to the sentence in simplified action mode list, obtains multiple segmentation words;Based on segmentation words and preset main grid side information, according to second regular expression, equipment identification is carried out, obtains equipment ID;Based on preset power grid topological relation, according to action mode list and equipment ID determine target action information.The application solves the technical problem that prior art lacks the text recognition scheme for mode single.

Description

TECHNICAL FIELD

[0001] The present application relates to the technical field of power grid operation identification, and in particular to a main grid side operation mode sheet identification method and related device. BACKGROUND

[0002] When a computer system is used to carry out automatic analysis of power grid future state risks, loads, etc., the current power grid operating state needs to be taken as the initial state, and then the time sequence evolution is carried out according to the device maintenance plan and mode adjustment plan (i.e. mode sheet), to generate the power grid operating mode at any future time, on the basis of which advanced analysis is carried out. The current time state of the power grid can be modeled according to real-time monitoring system data information, while the future time operating mode needs to be automatically parsed according to the mode sheet content, and then the current state model is locally adjusted according to the parsing result. However, due to the lack of unified standards for manually written mode sheet format standards and language, the computer recognition success rate is often not high.

[0003] The current semantic recognition of power grid related operations either does not involve text recognition of electrical equipment, or only involves some feeder recognition, and does not involve text recognition of mode sheets. SUMMARY

[0004] The present application provides a main grid side operation mode sheet identification method and related device, to solve the technical problem of the lack of text recognition scheme for mode sheets in the prior art.

[0005] Therefore, the first aspect of the present application provides a main grid side operation mode sheet identification method, comprising:

[0006] performing a first preprocessing operation on the current operation mode sheet of the main grid side based on a preset semantic rule, to obtain a plurality of semantic single sentences, wherein the first preprocessing operation includes semantic information definition, description correction and single sentence segmentation;

[0007] performing action recognition on the semantic single sentences according to a first regular expression, to obtain an action mode list;

[0008] performing a second preprocessing operation on the action mode list, to obtain a simplified action mode list, wherein the second preprocessing operation includes number deletion, substation completion, device name unification and time text elimination;

[0009] performing word division operation on the sentences in the simplified action mode list, to obtain a plurality of divided words;

[0010] performing device recognition according to a second regular expression based on the divided words and preset main grid side information, to obtain a device ID;

[0011] determining target action information according to the action mode list and the device ID based on a preset power grid topology relationship.

[0012] Preferably, the first preprocessing operation is performed on the current operation mode sheet of the main grid side based on the preset semantic rules to obtain a plurality of semantic single sentences, including:

[0013] The semantic information of the current operation mode sheet of the main grid side is defined based on the preset semantic rules to obtain invalid characters, division symbols and device characteristics;

[0014] The content of the current operation mode sheet is described and corrected according to the device characteristics to obtain a standard mode sheet;

[0015] The standard mode sheet is divided into a plurality of semantic single sentences by the division symbol to obtain a plurality of semantic single sentences.

[0016] Preferably, the second preprocessing operation is performed on the action mode list to obtain a simplified action mode list, including:

[0017] The head number in the action mode list is deleted to obtain a numbered action mode;

[0018] The substation of the device in the numbered action mode is completed based on the cosine similarity to obtain a repaired action mode;

[0019] The device name in the repaired action mode is uniformly expressed based on the standard grid term to obtain a standard action mode;

[0020] The time text in the standard action mode is removed to obtain a simplified action mode list.

[0021] Preferably, the target action information is determined based on the action mode list and the device ID according to the preset grid topology relationship, including:

[0022] The preset grid topology relationship between devices is obtained according to the preset device topology relationship table;

[0023] The power flow direction and the switch state of the device in the preset grid topology relationship are obtained from the preset device load table and the preset device state table;

[0024] The device power flow influence analysis is performed according to the power flow direction, the switch state, the action mode list and the device ID to determine the target action information.

[0025] The second aspect of the application provides a main grid side operation mode sheet recognition device, including:

[0026] The first preprocessing module is configured to perform a first preprocessing operation on the current operation mode sheet of the main grid side based on preset semantic rules, to obtain a plurality of semantic single sentences, and the first preprocessing operation includes semantic information definition, description correction, and single sentence segmentation.

[0027] The action recognition module is configured to perform action recognition on the semantic single sentences according to a first regular expression, to obtain an action mode list.

[0028] The second preprocessing module is configured to perform a second preprocessing operation on the action mode list, to obtain a simplified action mode list, and the second preprocessing operation includes number deletion, substation completion, device name unification, and time text elimination.

[0029] The word division module is configured to perform a word division operation on the sentences in the simplified action mode list, to obtain a plurality of divided words.

[0030] The device recognition module is configured to perform device recognition on the divided words and preset main grid side information according to a second regular expression, to obtain a device ID.

[0031] The action determination module is configured to determine target action information based on the action mode list and the device ID based on a preset power grid topology relationship.

[0032] Preferably, the first preprocessing module is specifically configured to:

[0033] perform semantic information definition on the current operation mode sheet of the main grid side based on preset semantic rules, to obtain invalid characters, a division symbol, and device features;

[0034] perform description correction on the content of the current operation mode sheet according to the device features, to obtain a standard mode sheet;

[0035] perform single sentence segmentation on the standard mode sheet through the division symbol, to obtain a plurality of semantic single sentences.

[0036] Preferably, the second preprocessing module is specifically configured to:

[0037] delete the head number in the action mode list, to obtain a number-free action mode;

[0038] perform a substation completion operation on the devices in the number-free action mode based on cosine similarity, to obtain a repaired action mode;

[0039] unify the device names in the repaired action mode based on a standard power grid term, to obtain a standard action mode;

[0040] eliminate the time text in the standard action mode, to obtain a simplified action mode list.

[0041] Preferably, the action determination module is specifically configured to:

[0042] obtain a preset power grid topology relationship between the devices according to a preset device topology relationship table;

[0043] obtain a power flow direction and a switch state of the devices in the preset power grid topology relationship from a preset device load table and a preset device state table;

[0044] perform device power flow influence analysis according to the power flow direction, the switch state, the action mode list, and the device ID to determine target action information.

[0045] The third aspect of the present application provides a device for identifying a main grid side operation mode, the device comprising a processor and a memory;

[0046] The memory is configured to store program code and transmit the program code to the processor;

[0047] The processor is configured to execute the method for identifying a main grid side operation mode according to instructions in the program code.

[0048] The fourth aspect of the present application provides a computer readable storage medium for storing program code, the program code being used to execute the method for identifying a main grid side operation mode.

[0049] As can be seen from the above technical solutions, the embodiments of the present application have the following advantages:

[0050] In the present application, a method for identifying a main grid side operation mode is provided, comprising: performing a first preprocessing operation on a current operation mode of a main grid side based on preset semantic rules to obtain a plurality of semantic single sentences, the first preprocessing operation including semantic information definition, description correction, and single sentence segmentation; performing action recognition on the semantic single sentences according to a first regular expression to obtain an action mode list; performing a second preprocessing operation on the action mode list to obtain a simplified action mode list, the second preprocessing operation including number deletion, substation completion, device name unification, and time text elimination; performing a word division operation on the sentences in the simplified action mode list to obtain a plurality of divided words; performing device recognition according to a second regular expression based on the divided words and preset main grid side information to obtain device IDs; and determining target action information based on preset power grid topology relationships, the action mode list, and the device IDs.

[0051] The method for identifying the operation mode sheet of the main network side provided by the application can arrange the text information in the operation mode sheet through various preprocessing operations, gradually identify the action mode in the operation mode sheet, and simplify the sentence description to ensure that the words and sentences to be identified are as much effective information as possible, so that the device ID of the operation can be accurately identified and complete target action information can be obtained. The method is not affected by the lack of unified standards in the operation mode sheet writing, only focuses on the important identification words and sentences, and can correct non-standard key information, thereby ensuring the reliability of the identification result. Therefore, the application can solve the technical problem of the prior art that lacks a text identification scheme for the operation mode sheet. BRIEF DESCRIPTION OF DRAWINGS

[0052] Figure 1 A flowchart of a method for identifying an operation mode sheet of a main network side provided by an embodiment of the application;

[0053] Figure 2 A structural diagram of an identification device for an operation mode sheet of a main network side provided by an embodiment of the application. DETAILED DESCRIPTION

[0054] In order for those skilled in the art to better understand the application scheme, the technical solutions in the embodiments of the application will be described clearly and completely below with reference to the drawings in the embodiments of the application. Obviously, the described embodiments are only some of the embodiments of the application, not all. Based on the embodiments in the application, all other embodiments obtained by those skilled in the art without creative labor fall within the scope of protection of the application.

[0055] For ease of understanding, please refer to Figure 1 An embodiment of a method for identifying an operation mode sheet of a main network side provided by the application includes the following steps.

[0056] Step 101: performing first preprocessing operation on the current operation mode sheet of the main network side based on preset semantic rules to obtain a plurality of semantic single sentences, the first preprocessing operation including semantic information definition, description correction, and single sentence segmentation.

[0057] Further, step 101 includes the following steps.

[0058] Performing semantic information definition on the current operation mode sheet of the main network side based on preset semantic rules to obtain invalid characters, segmentation symbols, and device characteristics.

[0059] Performing description correction on the content of the current operation mode sheet according to the device characteristics to obtain a standard operation mode sheet.

[0060] Performing single sentence segmentation operation on the standard operation mode sheet through the segmentation symbols to obtain a plurality of semantic single sentences.

[0061] The main grid side of the power grid is described in some text rules. Some words that do not need to be recognized can be defined according to these unique rules, and these words are defined as invalid characters, such as "verification", "has", "ground", "reclosing", "hot standby", "cold standby", "tower", "loop", "please notify", "coordination", "relay protection", "backup", "have", "management", "check", "confirmation", "cold lead", "hot lead", "reserve", "same", etc. Other characters can also be added according to the characteristics of the mode sheet. The specific limitations are not limited.

[0062] The division symbol is used to divide the sentence in the mode sheet, such as "\n", ",", ".", ";", "!", "?", ",", ";", "!", "?", etc. Other sentence symbols can also be added, which are not limited here.

[0063] The device feature is mainly the description of the device, such as "station", "factory", "line", "main transformer", "A", "B", "#", "M", "B", "kv", "kV", "kV", "switch", "knife", "segment", etc.

[0064] For invalid characters in the mode sheet, they need to be deleted, such as deleting the explanation or note content in the parentheses, deleting space characters, and additionally deleting the description content after the voltage level and "attention" of the modified line and substation. Deleting these information can extract more concise word information, which can improve the accuracy of the recognition result.

[0065] The device feature information can be used for content correction of the mode sheet, preventing the original mode sheet description from having ambiguity, mistakes, etc. Specifically, the case where the line names "A, B, C, and D" are mixed together without being separated by a comma is replaced by "A, B, C, and D". For example, Taohe A and B lines are corrected to Taohe A and B lines. Since the case where "line" and "station" can be omitted can occur, the "line" and "station" of the line and the transformer substation are completed. Understandably, the line is completed first to prevent the branch line from being replaced by the station. The problem of incorrect expression of M2 and M3 (bus names) or 2# and 3# (main transformer names) is solved. Based on the regular expression, fuzzy matching is performed, and correction is performed. For example, M2 and M3 or 2# and 3# are respectively corrected to 2M and 3M or #2 and #3. The problem of 2M and 3M or #2 and #3 being connected together without a separator is solved. For example, 2M and 3M are corrected to 2M and 3M. The case of multiple buses and switch modification is solved, and the bus name is removed. For example, XX station 110 kV 5M and 6M bus tie 110 switch, XX station 110 kV 2M and 5M section 115 switch, are respectively corrected to XX station 110 switch and XX station 115 switch. The case of line modification of the switch is solved, and the line name is removed. For example, XX station Taohe B line 155 switch is corrected to XX station 155 switch. The case of 220 kV and 110 kV buses modified by multiple voltage levels is solved. For example, XX station 220 kV and 110 kV bus parallel operation is corrected to XX station 220 kV bus and XX station 110 kV bus parallel operation. The bus connection device separated by a comma is identified. For example, XX station 110 kV bus is reversed to the following mode: #1 bus: #3 transformer, A line, B line, C line, D line, E line, and F line. It is identified that XX station 110 kV 1M bus is connected to XX station #3 main transformer, A line, B line, C line, D line, E line, and F line.

[0066] The text in the corrected mode sheet can be divided into multiple semantic single sentences by the defined segmentation character, to obtain preliminary to-be-recognized text data.

[0067] In step 102, action recognition is performed on the semantic single sentence according to a first regular expression, to obtain an action mode list.

[0068] The regular expression is also a rule expression, which can retrieve and replace some text that meets a certain pattern or rule. Based on this, the action mode in the semantic single sentence can be identified. If no action mode can be identified, it is considered as an invalid action, and subsequent identification is not needed.

[0069] The identification rule can be set according to the text features, such as "(operation / execution / turn off) … (by / from) … (turn off / turn over / turn off / turn over)", "turn … (to / into / lead to) … (side operation / operation / side)", "(by / in / adjust to / turn to) … (side charging operation / side charging / charging operation / charging) (to) … (side loop / loop)", "(use) … (by / via / through / by) … series supply … supply …" and the like.

[0070] In step 103, a second preprocessing operation is performed on the action mode list to obtain a simplified action mode list, and the second preprocessing operation includes number deletion, substation completion, device name unification and time text removal.

[0071] Further, in step 103, the following steps are included:

[0072] The head number in the action mode list is deleted to obtain a number-free action mode.

[0073] Based on the cosine similarity, the substation completion operation is performed on the device in the number-free action mode to obtain a repaired action mode.

[0074] Based on the standard power grid terms, the device name in the repaired action mode is uniformly expressed to obtain a standardized action mode.

[0075] The time text in the standardized action mode is removed to obtain a simplified action mode list.

[0076] Deleting the head number means deleting the initial capitalization sequence number in the mode sheet, such as one, two, three, or 1, 2, 3, etc., to prevent the number sequence from affecting the extraction of the device name. What needs to be completed is the substation to which the device belongs, that is, the device name without substation modification needs to be added to the substation. It may be that the device substation is also mistakenly deleted because unnecessary content is deleted. Therefore, each sentence is generated into a high-dimensional vector with the same dimension; then, the cosine similarity of each vector is calculated to find the original text that is mistakenly deleted, so as to locate the substation name in the original position of the mode sheet. The dimensions of different vectors are the same, so the cosine distance can be calculated for similarity comparison.

[0077] The standard power grid terms can be defined according to different noun classes, for example, the single temperature of voltage level is unified as "kV" unit from "kilo-volt", "KV", "kv", "Kv", "kV". Taking the second number as an example, the main transformer is unified as "XX station #2 main transformer". The main mode of time text is year / month / day / hour / minute information. The action mode in the simplified action mode list is expressed as: ['xxx power outage', 'xxx supply xxx', 'xxx supply xxx through xxx', 'xxx supply xxx through xxx from xxx', 'xxx string supply xxx', 'xxx string supply xxx through xxx', 'xxx string supply xxx supply xxx', 'xxx string supply xxx supply xxx through xxx', 'xxx parallel', 'xxx parallel supply power to xxx', 'xxx parallel supply power from xxx', 'xxx split column', 'xxx split column supply power to xxx', 'xxx split column supply power from xxx', 'close xxx', 'disconnect xxx', 'xxx connect xxx'].

[0078] Step 104, word division operation is performed on the sentences in the simplified action mode list to obtain a plurality of segmented words.

[0079] The action mode in the simplified action mode list is relatively clear, and each action noun and device can be quickly divided to obtain a plurality of segmented words for subsequent device recognition.

[0080] Step 105, based on the segmented words and the preset main grid side information, the device is identified according to the second regular expression to obtain the device ID.

[0081] The preset main grid side information includes the completed information and the unified name information. The regular expression of the SQL statement can be used to identify the device ID in the segmented words according to the constraint conditions of different device types to obtain the device ID information.

[0082] Step 106, based on the preset power grid topology relationship, the target action information is determined according to the action mode list and the device ID.

[0083] Further, step 106 includes:

[0084] Obtain the preset power grid topology relationship between the devices according to the preset device topology relationship table;

[0085] Obtain the power flow direction and switch state of the devices in the preset power grid topology relationship from the preset device load table and the preset device state table;

[0086] Perform device power flow influence analysis according to the power flow direction, switch state, action mode list and device ID to determine the target action information.

[0087] The topological connection relationship between power grid devices can be acquired from the preset device topological relationship table. The power flow direction of the device, the opening and closing state of the switch and other information can be acquired from the preset device load table and the preset device state table. Based on the time sequence of the single mode power outage and power restoration, the device affected by the current mode and the current time is analyzed. Then, according to the device load, the switch opening and closing state and other state data, the affected device is subjected to corresponding action. Finally, the action mode and the device ID in the mode sheet are accurately identified and searched.

[0088] The method for identifying the main grid side operation mode sheet provided in the embodiments of the present application can arrange the text information in the mode sheet through a plurality of preprocessing operations, gradually identify the action mode in the mode sheet, and simplify the sentence description, so that the words and sentences to be identified are as much effective information as possible, thereby accurately identifying the device ID of the operation and obtaining complete target action information. The method is not affected by the lack of unified standards in the mode sheet writing, only focuses on the important identification words and sentences, and can correct non-standard key information, thereby ensuring the reliability of the identification result. Therefore, the embodiments of the present application can solve the technical problem that the prior art lacks a text recognition scheme for the mode sheet.

[0089] For ease of understanding, please refer to Figure 2 The present application provides an embodiment of a device for identifying a main grid side operation mode sheet, which comprises:

[0090] The first preprocessing module 201 is configured to perform a first preprocessing operation on the current operation mode sheet of the main grid side based on preset semantic rules, to obtain a plurality of semantic single sentences, and the first preprocessing operation comprises semantic information definition, description correction and single sentence segmentation.

[0091] The action recognition module 202 is configured to perform action recognition on the semantic single sentences according to a first regular expression, to obtain an action mode list.

[0092] The second preprocessing module 203 is configured to perform a second preprocessing operation on the action mode list, to obtain a simplified action mode list, and the second preprocessing operation comprises number deletion, substation completion, device name unification and time text elimination.

[0093] The word division module 204 is configured to perform a word division operation on the sentences in the simplified action mode list, to obtain a plurality of divided words.

[0094] The device recognition module 205 is configured to perform device recognition according to a second regular expression based on the divided words and preset main grid side information, to obtain a device ID.

[0095] The action determination module 206 is configured to determine target action information based on the action mode list and the device ID based on preset power grid topological relationship.

[0096] Further, the first preprocessing module 201 is specifically used for:

[0097] defining semantic information of the current operation mode sheet on the basis of a preset semantic rule, to obtain invalid characters, a division symbol and device characteristics;

[0098] modifying the content of the current operation mode sheet according to the device characteristics, to obtain a standard mode sheet;

[0099] performing single sentence segmentation on the standard mode sheet by using the division symbol, to obtain a plurality of semantic single sentences.

[0100] Further, the second preprocessing module 203 is specifically used for:

[0101] deleting the head number in the action mode list, to obtain a numbered action mode;

[0102] performing substation completion operation on the device in the numbered action mode on the basis of cosine similarity, to obtain a repaired action mode;

[0103] unifying the device name in the repaired action mode on the basis of a standard power grid term, to obtain a standard action mode;

[0104] removing the time text in the standard action mode, to obtain a simplified action mode list.

[0105] Further, the action determination module 206 is specifically used for:

[0106] obtaining a preset power grid topology relationship between devices according to a preset device topology relationship table;

[0107] obtaining a power flow direction and a switch state of the device in the preset power grid topology relationship from a preset device load table and a preset device state table;

[0108] performing device power flow influence analysis according to the power flow direction, the switch state, the action mode list and the device ID, to determine target action information.

[0109] The application further provides a device for identifying a main grid side operation mode sheet, which comprises a processor and a memory.

[0110] The memory is used for storing program code and transmitting the program code to the processor.

[0111] The processor is used for executing the method for identifying the main grid side operation mode sheet in the above method embodiment according to instructions in the program code.

[0112] The application further provides a computer-readable storage medium for storing program code for executing the method for identifying the single running mode of the main network side in the above method embodiments.

[0113] In several embodiments provided in the present application, it should be understood that the disclosed apparatus and method can be implemented in other manners. For example, the described apparatus embodiments are merely schematic. The division of the units is merely a logical function division. There can be another division manner for actual implementation. For example, a plurality of units or components can be combined or integrated into another system, or some features can be ignored or not executed. In addition, the displayed or discussed mutual couplings or direct couplings or communication connections can be indirect couplings or communication connections through some interfaces, devices or units, and can be electrical, mechanical or in other forms.

[0114] The units described as separate components can or can not be physically separate, and the components displayed as units can or can not be physical units, i.e., can be located in one place, or can be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the embodiment.

[0115] In addition, each functional unit in the embodiments of the present application can be integrated in one processing unit, or each unit can exist physically, or two or more units can be integrated in one unit. The integrated unit can be implemented in the form of hardware or in the form of a software functional unit.

[0116] When the integrated unit is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage medium. Based on this understanding, the technical solutions of the present application essentially or the part that makes a contribution to the prior art or the whole or part of the technical solutions can be embodied in the form of a software product. The computer software product is stored in a storage medium and includes several instructions for executing all or part of the steps of the methods described in the embodiments of the present application by a computer device (which can be a personal computer, a server, or a network device, etc.). The aforementioned storage medium includes: a U disk, a mobile hard disk, a read-only memory (English full name: Read-Only Memory, English abbreviation: ROM), a random access memory (English full name: Random Access Memory, English abbreviation: RAM), a magnetic disk or an optical disk, and various media that can store program codes.

[0117] The above-described embodiments are only used to illustrate the technical solutions of the present application, and not to limit them; although the present application has been described in detail with reference to the foregoing embodiments, those skilled in the art should understand that they can still modify the technical solutions recorded in the foregoing embodiments, or make equivalent replacements for part of the technical features; and these modifications or replacements do not make the essence of the corresponding technical solutions deviate from the spirit and scope of the technical solutions of the embodiments of the present application.

Claims

1. A method for identifying a single operation mode of a main grid side, characterized in that, The method comprises the following steps: performing first preprocessing operation on the current operation mode sheet of the main grid side based on preset semantic rules to obtain a plurality of semantic single sentences, wherein the first preprocessing operation comprises semantic information definition, description correction and single sentence segmentation; performing action recognition on the semantic single sentences according to a first regular expression to obtain an action mode list; performing second preprocessing operation on the action mode list to obtain a simplified action mode list, wherein the second preprocessing operation comprises number deletion, substation completion, device name unification and time text elimination, and the specific process is as follows: deleting the head number in the action mode list to obtain a number-free action mode; performing substation completion operation on the devices in the number-free action mode based on cosine similarity to obtain a repaired action mode; unifying the device names in the repaired action mode based on standard grid terms to obtain a standardized action mode; eliminating the time text in the standardized action mode to obtain the simplified action mode list; performing word division operation on the sentences in the simplified action mode list to obtain a plurality of divided words; performing device recognition according to a second regular expression based on the divided words and preset main grid side information to obtain a device ID; determining target action information according to the action mode list and the device ID based on preset grid topology relationship, and the specific process is as follows: obtaining the preset grid topology relationship between devices according to a preset device topology relationship table; obtaining the power flow direction and the switch state of the devices in the preset grid topology relationship from a preset device load table and a preset device state table; performing device power flow influence analysis according to the power flow direction, the switch state, the action mode list and the device ID to determine the target action information.

2. The method of claim 1, wherein the master grid operation mode is identified based on the voltage and frequency of the power grid. The first preprocessing operation on the current operation mode sheet of the main grid side based on preset semantic rules to obtain a plurality of semantic single sentences comprises the following steps: defining semantic information of the current operation mode sheet of the main grid side based on preset semantic rules to obtain invalid characters, division symbols and device characteristics; correcting the content of the current operation mode sheet according to the device characteristics to obtain a standardized mode sheet; segmenting the standardized mode sheet into single sentences through the division symbols to obtain a plurality of semantic single sentences.

3. A device for identifying a single operating mode of a main grid side, characterized in that, The method comprises the following steps: a first preprocessing module is configured to perform first preprocessing operation on the current operation mode sheet of the main grid side based on preset semantic rules to obtain a plurality of semantic single sentences, wherein the first preprocessing operation comprises semantic information definition, description correction and single sentence segmentation; an action recognition module is configured to perform action recognition on the semantic single sentences according to a first regular expression to obtain an action mode list; a second preprocessing module is configured to perform second preprocessing operation on the action mode list to obtain a simplified action mode list, wherein the second preprocessing operation comprises number deletion, substation completion, device name unification and time text elimination, and the second preprocessing module is specifically configured to: delete the head number in the action mode list to obtain a number-free action mode; perform substation completion operation on the devices in the number-free action mode based on cosine similarity to obtain a repaired action mode; Take the standard power grid terms as the benchmark, unify the device names in the repair action mode, and obtain a standard action mode; Remove the time text in the standard action mode, and obtain a simplified action mode list; A word division module is configured to perform word division on the sentences in the simplified action mode list, and obtain a plurality of segmented words; A device identification module is configured to identify devices based on the segmented words and preset main grid side information according to a second regular expression, and obtain device IDs; An action determination module is configured to determine target action information based on a preset power grid topology relationship, the action mode list, and the device IDs, and specifically configured to: Obtain the preset power grid topology relationship between devices according to a preset device topology relationship table; Obtain the power flow direction and switch state of the devices in the preset power grid topology relationship from a preset device load table and a preset device state table; Perform device power flow influence analysis based on the power flow direction, the switch state, the action mode list, and the device IDs, and determine the target action information.

4. The device according to claim 3, characterized in that, The first preprocessing module is specifically configured to: Define semantic information of the current operation mode sheet of the main grid side based on a preset semantic rule, and obtain invalid characters, a segmentation symbol, and device characteristics; Correct the content of the current operation mode sheet based on the device characteristics, and obtain a standard mode sheet; Perform single sentence segmentation on the standard mode sheet based on the segmentation symbol, and obtain a plurality of semantic single sentences.

5. A device for identifying a single operating mode of a main network side, characterized by The device includes a processor and a memory; The memory is configured to store program code and transmit the program code to the processor; The processor is configured to execute the instructions in the program code to perform the identification method of the main grid side operation mode sheet according to any one of claims 1-2.

6. A computer readable storage medium characterized by The computer readable storage medium is configured to store program code, and the program code is configured to perform the identification method of the main grid side operation mode sheet according to any one of claims 1-2.

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