CN117811209A - Power grid misoperation detection method, device, equipment and medium - Google Patents

Power grid misoperation detection method, device, equipment and medium Download PDF

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Publication number
CN117811209A
CN117811209A CN202311870976.XA CN202311870976A CN117811209A CN 117811209 A CN117811209 A CN 117811209A CN 202311870976 A CN202311870976 A CN 202311870976A CN 117811209 A CN117811209 A CN 117811209A
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CN
China
Prior art keywords
power grid
operation instruction
equipment
remote control
operated
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN202311870976.XA
Other languages
Chinese (zh)
Inventor
唐彬彬
邹晓明
张中超
叶丹
俞晓峰
钟宝华
谢旭泉
张小花
程梦成
缪雨薏
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Guangdong Power Grid Co Ltd
Heyuan Power Supply Bureau of Guangdong Power Grid Co Ltd
Original Assignee
Guangdong Power Grid Co Ltd
Heyuan Power Supply Bureau of Guangdong Power Grid Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Guangdong Power Grid Co Ltd, Heyuan Power Supply Bureau of Guangdong Power Grid Co Ltd filed Critical Guangdong Power Grid Co Ltd
Priority to CN202311870976.XA priority Critical patent/CN117811209A/en
Publication of CN117811209A publication Critical patent/CN117811209A/en
Pending legal-status Critical Current

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Classifications

    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02JCIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J13/00Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
    • H02J13/00001Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by the display of information or by user interaction, e.g. supervisory control and data acquisition systems [SCADA] or graphical user interfaces [GUI]
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02JCIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J13/00Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
    • H02J13/00002Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by monitoring
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02JCIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J13/00Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
    • H02J13/00006Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by information or instructions transport means between the monitoring, controlling or managing units and monitored, controlled or operated power network element or electrical equipment
    • H02J13/00016Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by information or instructions transport means between the monitoring, controlling or managing units and monitored, controlled or operated power network element or electrical equipment using a wired telecommunication network or a data transmission bus
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02JCIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J13/00Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
    • H02J13/00006Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by information or instructions transport means between the monitoring, controlling or managing units and monitored, controlled or operated power network element or electrical equipment
    • H02J13/00022Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network characterised by information or instructions transport means between the monitoring, controlling or managing units and monitored, controlled or operated power network element or electrical equipment using wireless data transmission
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02JCIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J13/00Circuit arrangements for providing remote indication of network conditions, e.g. an instantaneous record of the open or closed condition of each circuitbreaker in the network; Circuit arrangements for providing remote control of switching means in a power distribution network, e.g. switching in and out of current consumers by using a pulse code signal carried by the network
    • H02J13/00032Systems characterised by the controlled or operated power network elements or equipment, the power network elements or equipment not otherwise provided for

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  • Engineering & Computer Science (AREA)
  • Power Engineering (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Human Computer Interaction (AREA)
  • Remote Monitoring And Control Of Power-Distribution Networks (AREA)

Abstract

The invention discloses a method, a device, equipment and a medium for detecting misoperation of a power grid. The method comprises the following steps: in a power grid line diagram, remote control power grid equipment to be operated and an operation instruction are obtained; acquiring power grid acquisition data of remote control power grid equipment to be operated; according to the power grid acquisition data and the operation instruction of the remote control power grid equipment to be operated, determining power grid prediction data of the remote control power grid equipment to be operated after the operation instruction; acquiring limit information of remote control power grid equipment to be operated; detecting whether the power grid prediction data are normal or not according to the limit information; and when the power grid prediction data is abnormal, determining the operation instruction as misoperation. The technical scheme of the embodiment of the invention can improve the accuracy of the misoperation detection of the power grid.

Description

Power grid misoperation detection method, device, equipment and medium
Technical Field
The present invention relates to the field of data detection technologies, and in particular, to a method, an apparatus, a device, and a medium for detecting misoperation of a power grid.
Background
Along with the development of science and technology in China, the remote control device is increasingly arranged on the aspects of life of people.
By installing the remote control device, the scheduling end can perform programmed operation on equipment of the one-key sequential control transformer substation, so that the equipment operation efficiency of the transformer substation is comprehensively improved.
However, when the remote control is performed during the operation of the power grid, the remote control is performed, and the electrical misoperation is one of the important reasons for the power grid accident, which may cause significant influences such as disconnection of the power grid, large-area power failure, personal injury and death, and the like.
Disclosure of Invention
The technical scheme of the embodiment of the invention can improve the accuracy of power grid misoperation detection.
In a first aspect, the present invention provides a method for detecting misoperation of a power grid, including:
in a power grid line diagram, remote control power grid equipment to be operated and an operation instruction are obtained;
acquiring power grid acquisition data of remote control power grid equipment to be operated;
according to the power grid acquisition data and the operation instruction of the remote control power grid equipment to be operated, determining power grid prediction data of the remote control power grid equipment to be operated after the operation instruction;
acquiring limit information of remote control power grid equipment to be operated;
detecting whether the power grid prediction data are normal or not according to the limit information;
and when the power grid prediction data is abnormal, determining the operation instruction as misoperation.
In a second aspect, the present invention further provides a power grid misoperation detection device, including:
the instruction acquisition module is used for acquiring remote control power grid equipment to be operated and an operation instruction in a power grid line diagram;
The data acquisition module is used for acquiring power grid acquisition data of remote control power grid equipment to be operated;
the data determining module is used for determining power grid prediction data of the remote control power grid equipment to be operated after the operation instruction according to the power grid acquisition data and the operation instruction of the remote control power grid equipment to be operated;
the information acquisition module is used for acquiring limit information of remote control power grid equipment to be operated;
the data detection module is used for detecting whether the power grid prediction data are normal or not according to the limit information;
and the misoperation determining module is used for determining that the operation instruction is misoperation when the power grid prediction data is abnormal.
In a third aspect, an embodiment of the present invention further provides a power grid misoperation detection device, including:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein the method comprises the steps of
The memory stores instructions executable by the at least one processor to enable the at least one processor to perform the grid fault detection method provided by any one of the embodiments of the present invention.
In a fourth aspect, an embodiment of the present invention further provides a computer readable storage medium, where computer instructions are stored, where the computer instructions are configured to cause a processor to implement the method for detecting a power grid misoperation according to any embodiment of the present invention when executed.
According to the embodiment of the invention, the remote control power grid equipment to be operated, the operation instruction and the power grid acquisition data are acquired, the power grid prediction data of the remote control power grid equipment to be operated after the operation instruction are determined, when the power grid prediction data are detected to be abnormal according to the limit information of the remote control power grid equipment to be operated, the operation instruction is determined to be misoperation, and the accuracy of power grid misoperation detection is improved through the multi-dimensional data overall detection of the power grid misoperation.
It should be understood that the description in this section is not intended to identify key or critical features of the embodiments of the invention or to delineate the scope of the invention. Other features of the present invention will become apparent from the description that follows.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required for the description of the embodiments will be briefly described below, and it is apparent that the drawings in the following description are only some embodiments of the present invention, and other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a flowchart of a method for detecting power grid misoperation, which is provided according to an embodiment of the invention;
Fig. 2 is a flowchart of a method for detecting power grid misoperation according to an embodiment of the present invention;
fig. 3 is a flowchart of a method for detecting power grid misoperation according to an embodiment of the present invention;
fig. 4 is a flowchart of a method for detecting power grid misoperation according to an embodiment of the present invention;
fig. 5 is a schematic structural diagram of a power grid misoperation detection device according to an embodiment of the present invention;
fig. 6 is a schematic structural diagram of a power grid misoperation detecting device provided by an embodiment of the invention.
Detailed Description
In order that those skilled in the art will better understand the present invention, a technical solution in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in which it is apparent that the described embodiments are only some embodiments of the present invention, not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the present invention without making any inventive effort, shall fall within the scope of the present invention.
It should be noted that the terms "first" and "second" and the like in the description and the claims of the present invention and the above drawings are used for distinguishing between similar objects and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used may be interchanged where appropriate such that the embodiments of the invention described herein may be implemented in sequences other than those illustrated or otherwise described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
In the technical scheme of the embodiment of the invention, the acquisition, storage, application and the like of the related power grid acquisition data and the like all meet the requirements of related laws and regulations, and the public sequence is not violated.
Example 1
Fig. 1 is a flowchart of a power grid misoperation detecting method according to an embodiment of the present invention, where the method may be implemented by a power grid misoperation detecting device, and the power grid misoperation detecting device may be implemented in hardware and/or software.
Referring to the power grid misoperation detection method shown in fig. 1, the method comprises the following steps:
s101, in a power grid line diagram, acquiring remote control power grid equipment to be operated and an operation instruction.
The power grid line graph can be a line graph of equipment in the power distribution network, which is drawn according to a connection mode of the equipment in an actual power distribution network substation, and different equipment can be represented by different pattern identifiers in the power grid line graph. The remote control power grid device may be a device in a power distribution network where a user can remotely control an operation state through a terminal, and by way of example, the remote control power grid device may be a transformer, a high-voltage switching device, a low-voltage switching device, a circuit breaker, and the like. The remote control power grid device to be operated may be a remote control power grid device ready for detection of a malfunction. The operation instruction may be a command to operate a remote control grid device.
Specifically, in the power grid line diagram, remote control power grid equipment to be operated and an operation instruction are obtained. Acquisition means include, but are not limited to: user input, mouse clicks, or data grabbing, etc., to which embodiments of the invention are not limited.
In one example, in the power grid line graph, a remote control power grid device to be operated is selected by clicking a pattern identifier of the device in the power grid line graph through a mouse, and an operation instruction sent by a user to the remote control power grid device is acquired through data grabbing.
S102, acquiring power grid acquisition data of remote control power grid equipment to be operated.
The grid acquisition data may be information of acquired remote control grid equipment to be operated.
Specifically, the power grid acquisition data of the remote control power grid equipment to be operated is acquired in a data query algorithm, a character string matching algorithm, a data capture or neural network and the like.
In one example, the remote control power grid device to be operated is a transformer, and the power grid acquisition data of the transformer is obtained through a data query algorithm.
S103, according to the power grid acquisition data and the operation instruction of the remote control power grid equipment to be operated, determining power grid prediction data of the remote control power grid equipment to be operated after the operation instruction.
The power grid prediction data can be an operation result that the remote control power grid equipment only operates through the operation instruction corresponding to the remote control power grid equipment and does not operate through other operation instructions.
Specifically, remote control power grid equipment to be operated is selected, power grid acquisition data and operation instructions of the remote control power grid equipment are obtained, and the operation instructions are executed on the power grid acquisition data to obtain power grid prediction data of the remote control power grid equipment to be operated.
In one example, the remote control power grid device to be operated is a high-voltage switch device, power grid acquisition data and operation instructions of the high-voltage switch device are obtained through data grabbing, the operation instructions are executed on the power grid acquisition data, and power grid prediction data of the high-voltage switch device after the operation instructions are determined.
S104, obtaining limit information of the remote control power grid equipment to be operated.
The limitation information can be a range of power grid acquisition data when the preset remote control power grid equipment normally operates.
Specifically, a user presets limit information corresponding to each power grid acquisition data of the remote control power grid equipment, and the limit information corresponding to the power grid acquisition data of the remote control power grid equipment to be operated is obtained through a data query algorithm. Data query algorithms include, but are not limited to: depth-first traversal algorithm, breadth-first traversal algorithm, etc., to which embodiments of the invention are not limited.
In one example, constraint information of the remote control grid device to be operated is obtained by a depth-first traversal algorithm.
S105, detecting whether the power grid prediction data are normal or not according to the limit information.
Specifically, comparing the power grid prediction data with the limit information, and if the power grid prediction data is in the data range specified by the limit information, monitoring that the power grid prediction data is normal; and comparing the power grid prediction data with the limit information, and detecting that the power grid prediction data is abnormal if the power grid prediction data is not in the data range specified by the limit information.
In one example, the limit information is [10,20], the value of the power grid prediction data is 15, the power grid prediction data is compared with the limit information, the power grid prediction data is in a data range specified by the limit information, and the power grid prediction data is detected to be normal.
S106, when the power grid prediction data is abnormal, determining that the operation instruction is misoperation.
The misoperation may be that the operation is wrong when the remote control power grid device is operated, and may be that the operation device is inconsistent with the device for preliminary operation or that the operation command is inconsistent with the preliminary operation command.
Specifically, when the power grid prediction data is abnormal, determining that the operation instruction is misoperation, prohibiting a user from executing the operation instruction on the remote control power grid equipment, and prompting the user that the operation is misoperation. Prompt means include, but are not limited to: message prompts, popup prompts, mail prompts, etc., to which embodiments of the present invention are not limited.
In one example, the limitation information is [10,20], the value of the power grid prediction data is 5, the power grid prediction data is compared with the limitation information, the power grid prediction data is not in the data range specified by the limitation information, the abnormality of the power grid prediction data is detected, the user is prohibited from executing an operation command on the remote control power grid equipment, and meanwhile, the user is prompted to operate as misoperation through a popup window.
According to the embodiment of the invention, the remote control power grid equipment to be operated, the operation instruction and the power grid acquisition data are acquired, the power grid prediction data of the remote control power grid equipment to be operated after the operation instruction are determined, when the power grid prediction data are detected to be abnormal according to the limit information of the remote control power grid equipment to be operated, the operation instruction is determined to be misoperation, and the accuracy of power grid misoperation detection is improved through the multi-dimensional data overall detection of the power grid misoperation.
Optionally, obtaining the remote control power grid device to be operated and the operation instruction includes: receiving an operation instruction of target equipment sent by a user; detecting whether a user has operation authority; when the user has the operation right, the remote control power grid equipment to be operated and the operation instruction are determined according to the operation instruction of the target equipment.
The target device may be a device currently ready for erroneous operation detection. The operation authority may be an identification of whether the remote control power grid device is operable.
Specifically, an operation instruction of a target device sent by a user is received, whether the user has operation authority is detected, wherein the detection of whether the user has the operation authority can be detection of the identification of the user, the account number and the password of the user, the type of the user, and the like; when the user is detected to have the operation right, the remote control power grid equipment to be operated and the operation instruction are determined according to the operation instruction of the target equipment.
In one example, the target device is a high-voltage switch device, receives an operation instruction of the high-voltage switch device sent by a user, detects whether the user has operation authority, and determines remote control power grid equipment to be operated and the operation instruction according to the operation instruction of the high-voltage switch device, wherein the user has the operation authority identification of the high-voltage switch device.
By detecting whether the user has operation authority, when the user has the operation authority, the remote control power grid equipment to be operated and the operation instruction are determined according to the operation instruction of the target equipment, and by checking the operation authority, the authority of the user operable equipment can be checked, so that misoperation of the user is prevented, and the reliability of power grid misoperation detection is improved.
Optionally, determining the remote control power grid device to be operated and the operation instruction according to the operation instruction of the target device includes: acquiring a user identifier of a user; inquiring the equipment identification corresponding to the user identification in the corresponding relation between the preset user identification and the operable equipment identification according to the user identification of the user; acquiring a device identifier of a target device; when the equipment identifier corresponding to the user identifier is consistent with the equipment identifier of the target equipment, the remote control power grid equipment to be operated and the operation instruction are determined according to the operation instruction of the target equipment.
The user identification may be information for identifying the user, and the user identification corresponds to the user one by one. The device identifiers can be information for identifying remote control power grid devices, and the device identifiers are in one-to-one correspondence with the devices. One user identity may correspond to at least one device identity and one device identity may correspond to at least one user identity.
Specifically, a preset corresponding relation between the user identifier and the operable device identifier is stored in a database, the user identifier of the user is obtained, the device identifier corresponding to the user identifier is queried through a character string searching algorithm in the database storing the corresponding relation between the user identifier and the operable device identifier according to the user identifier of the user, the device identifier of the target device is obtained, whether the device identifier corresponding to the user identifier is consistent with the device identifier of the target device is compared, if the device identifier corresponding to the user identifier is consistent with the device identifier of the target device, the target device is determined to be the remote control power grid device to be operated, and an operation instruction of the target device is determined to be the operation instruction of the remote control power grid device to be operated.
In one example, the corresponding relationship between the preset user identifier and the operable device identifier is that the user 1 corresponds to the device 1, the corresponding relationship may be stored in the database 1, the user identifier of the user is obtained as the user 1, and in the database 1, the device identifier corresponding to the user 1 is queried as the device 1 through the string search algorithm. The method comprises the steps that target equipment is high-voltage switch equipment, equipment identification of the high-voltage switch equipment is obtained to be equipment 1, equipment identification corresponding to user identification is consistent with equipment identification of the target equipment, the high-voltage switch equipment is determined to be remote control power grid equipment to be operated, and an operation instruction of the high-voltage switch equipment is determined to be an operation instruction of the remote control power grid equipment to be operated.
By inquiring the equipment identification corresponding to the user identification in the corresponding relation between the preset user identification and the operable equipment identification, when the equipment identification corresponding to the user identification is consistent with the equipment identification of the target equipment, the remote control power grid equipment to be operated and the operation instruction are determined, whether the user corresponds to the equipment operated by the user can be detected, and the accuracy of power grid misoperation detection is improved.
Optionally, determining the remote control power grid device to be operated and the operation instruction according to the operation instruction of the target device includes: acquiring a remote-controllable device set; the remote control equipment set comprises target equipment, and the remote control power grid equipment to be operated and the operation instruction are determined according to the operation instruction of the target equipment.
The set of remotely controllable devices may be a set of remotely controllable grid devices.
Specifically, according to the actual connection condition of the power distribution network, the equipment capable of being remotely controlled on a closed loop is divided into a set of remotely controlled equipment, and the information of each set of equipment is stored in a database. Acquiring a remote-controllable device set, selecting target devices to be subjected to misoperation detection, and determining remote control power grid devices to be operated and operation instructions according to the operation instructions of the target devices.
In one example, the remotely controllable devices on a closed loop of the distribution network are high voltage switching devices, transformers and power supplies. The high-voltage switch equipment, the transformer and the power supply are divided into a set of remotely controllable equipment, and information of each set of equipment is stored in a database. Acquiring a remote-controllable device set, selecting target devices to be subjected to misoperation detection as high-voltage switch devices, and determining remote-control power grid devices to be operated and operation instructions according to the operation instructions of the high-voltage switch devices.
As shown in fig. 2, a flow chart of power grid misoperation detection is shown, power grid misoperation detection is started, target equipment is selected from a remote-controllable equipment set, whether execution of an operation instruction is performed is judged, if yes, operation is performed for rechecking, and if not, the target equipment is selected again; if the user has the authority to execute the operation instruction, executing operation back check, checking whether the user has the authority to execute the operation instruction, judging whether operation revocation is needed, if the user has the authority to execute the operation instruction, executing operation revocation is not needed, otherwise, reselecting the target equipment; and when the operation is not required to be canceled, executing the operation instruction, judging whether the operation instruction is executable, if so, performing the next verification, and otherwise, ending.
By acquiring a set of remotely controllable devices, the remote control power grid devices to be operated and the operation instructions are determined according to the operation instructions of the target devices, the devices in the power distribution network line are screened, the remotely controllable devices are screened, the confirmation of the remote control power grid devices to be operated and the operation instructions is facilitated, and therefore power grid misoperation detection is conducted.
Optionally, determining the remote control power grid device to be operated and the operation instruction according to the operation instruction of the target device includes: receiving an operation password sent by a user; checking the operation password; and when the verification is passed, determining the remote control power grid equipment to be operated and the operation instruction according to the operation instruction of the target equipment.
Wherein, the operation password may be authentication information of whether the operation is performed. The authentication information may be a string of characters consisting of an arrangement of letters, numbers and special characters.
Specifically, an operation password sent by a user is received, the operation password is checked, and if the password for executing the operation by the target device is consistent with the operation password, the remote control power grid device to be operated and the operation instruction are determined according to the operation instruction of the target device when the operation password passes the check.
In one example, the operation password sent by the user is received and checked as 123456, the password for the target device to execute the operation is consistent with the operation password, which indicates that the check is passed, and the remote control power grid device to be operated and the operation instruction are determined according to the operation instruction of the target device.
And when the verification is passed, the remote control power grid equipment to be operated and the operation instruction are determined according to the operation instruction of the target equipment, so that whether the user has the authority to execute the operation instruction can be verified, and the power grid misoperation detection can be performed.
Optionally, determining the remote control power grid device to be operated and the operation instruction according to the operation instruction of the target device includes: acquiring biological information input by a user; verifying the biological information; and when the verification is passed, determining the remote control power grid equipment to be operated and the operation instruction according to the operation instruction of the target equipment.
The biometric information may be physical characteristic information of the living being. By way of example, the biometric information may be sound, fingerprint, face or pupil, etc.
Specifically, biological information input by a user is acquired, the biological information is verified through a neural network, and when the verification is passed, remote control power grid equipment to be operated and an operation instruction are determined according to the operation instruction of target equipment.
In one example, fingerprint information input by the user 1 is acquired, fingerprint identification is performed through a neural network, operation authority of the user 1 is checked, and when the verification passes, remote control power grid equipment to be operated and an operation instruction are determined according to the operation instruction of the target equipment.
By acquiring the biological information input by the user, verifying the biological information, further detecting the misoperation of the power grid, monitoring whether the user can operate the equipment or not, and improving the accuracy of detecting the misoperation of the power grid.
Example two
Fig. 3 is a flowchart of a method for detecting power grid misoperation provided in a second embodiment of the present invention, where the embodiment of the present invention optimizes and improves power grid misoperation detection operation based on the technical solution of the embodiment.
Further, the method for detecting the misoperation of the power grid is miniaturized into a method for acquiring the remote control power grid equipment to be operated and an operation instruction, and the method further comprises the following steps: obtaining a standard connection state of a power grid line graph; acquiring a power grid line prediction state of remote control power grid equipment to be operated after an operation instruction; detecting the state of the power grid line according to the standard connection state to obtain an abnormal prediction result of the power grid line; when the power grid line abnormality prediction result is that abnormality exists, determining an operation instruction as misoperation so as to perfect the prediction operation of the displacement information of personnel.
In the embodiments of the present invention, the details are not described, and reference may be made to the description of the foregoing embodiments.
Referring to the power grid misoperation detection method shown in fig. 3, the method comprises the following steps:
s301, in a power grid line diagram, acquiring remote control power grid equipment to be operated and an operation instruction.
S302, acquiring a standard connection state of a power grid line graph.
The standard connection state may be a state following a network device connection rule. The grid equipment connection rule may be an operation monitoring system error prevention rule. For example, the disconnection switch causes the bus to lose voltage (break), and the verification that the disconnection switch causes the bus to lose voltage is interrupted and gives a prompt; when the low-voltage side switch of the transformer is switched on, the high (middle) voltage side switch is at the split position (interrupted) (except for a 500kV station), and when the low-voltage side switch of the transformer is verified to be switched on, the high (middle) voltage side switch is at the split position and is interrupted and a prompt is given (except for the 500kV station); when the switch is closed, the circuit where the switch is located is provided with a grounding switch (interruption) [ preventing the grounding switch from being closed ], the grounding switch (including the circuit grounding switch) at the interval of the switch on the side is verified to be in the closing position, and the switching-on operation of the switch is interrupted and gives an alarm; when the thermal inversion bus operation is carried out, the bus interval is in a non-running state (interrupted), the thermal inversion operation is verified, the bus switch is in a split position, no other equipotential loop exists in the bus station, and the bus side disconnecting link is closed and is required to be interrupted and prompted; when the power is cut off, the load side disconnecting link performs a bus side disconnecting link pulling operation during closing; when power is transmitted, the bus side disconnecting link performs load side disconnecting link closing operation (interruption) during split, and verifies that a test line is changed from hot standby to cold standby, and the bus side disconnecting link is pulled first and is required to be interrupted and prompted; capacitive reactor operation rules for voltage class plants at 110kV and above: when the capacitive switch is closed, if a reactor in an operating state exists in the same plant and under the same voltage level, the operation is forbidden; when the reactance switch is closed, if the capacitor in the running state exists in the same plant station and under the same voltage level, the operation is forbidden, and the condition that the capacitor switch is closed when the 500kV station is verified, the reactor switch is closed, and a warning is given; when the reactor switch is in the on-position condition, the capacitor switch is closed, and a warning is given.
Specifically, a standard connection state of a power grid line graph, which follows a power grid equipment connection rule, is obtained. Acquisition means include, but are not limited to: data grabbing, neural network or natural language processing, etc., to which embodiments of the present invention are not limited.
In one example, the remote control power grid device to be operated is a switch, the corresponding operation instruction is to disconnect the switch, and the standard connection state of the power grid line diagram obtained through data capture is bus voltage loss.
S303, acquiring a power grid line prediction state of remote control power grid equipment to be operated after an operation instruction.
The power grid line prediction state can be a power grid line state of remote control power grid equipment to be operated after operation instruction operation.
Specifically, executing an operation instruction corresponding to the remote control power grid equipment to be operated, and acquiring a power grid line prediction state of the remote control power grid equipment to be operated after the remote control power grid equipment to be operated is operated by the operation instruction.
In one example, the remote control power grid equipment to be operated is a switch, the corresponding operation instruction is to turn off the switch, the remote control power grid equipment to be operated executes the operation instruction corresponding to the remote control power grid equipment to be operated, and the power grid line prediction state of the remote control power grid equipment to be operated after the operation instruction operation is obtained as the bus voltage loss.
S304, detecting the state of the power grid line according to the standard connection state to obtain a power grid line abnormity prediction result.
The abnormal prediction result may be a detection result of the power grid line state.
Specifically, a power grid line prediction state of remote control power grid equipment to be operated after an operation instruction is obtained, the power grid line prediction state is compared with a standard connection state according to the standard connection state, the power grid line state is detected, if the power grid line prediction state is consistent with the standard connection state, a power grid line abnormal prediction result is normal, and if the power grid line prediction state is inconsistent with the standard connection state, the power grid line abnormal prediction result is abnormal, and a power grid line abnormal prediction result is obtained.
In one example, the standard connection state is that the switch 1 is turned off, so that the bus 1 loses voltage, the power grid line prediction state is that the switch 1 is turned off, the bus 1 does not lose voltage, the power grid line state is detected, and the power grid line abnormality prediction result is abnormal.
And S305, when the power grid line abnormality prediction result is that abnormality exists, determining that the operation instruction is misoperation.
Specifically, when the power grid line abnormality prediction result is that there is an abnormality, determining that the operation instruction is misoperation, and feeding back the operation to the user as misoperation, wherein the feedback mode includes but is not limited to: mail feedback, information feedback, pop-up window feedback, etc., to which embodiments of the present invention are not limited.
In one example, when the power grid line abnormality prediction result is that an abnormality exists, an operation instruction is determined to be misoperation, and the operation instruction is fed back to a user through a popup window to be misoperation.
Fig. 4 is a flowchart of a method for detecting misoperation of a power grid, and the method collects power grid equipment, system attributes and personnel biological information in real time. And selecting a power grid equipment pattern which needs to be actually operated remotely on the dispatching automation system. Checking whether the operation account number of the dispatching automation system has the authority of remote control of the power grid equipment, executing the next flow when the operation account number is provided, and not providing a popup prompt to prohibit remote control and indicating a specific reason. On the basis of the passing of the check in the previous step, judging whether the power grid equipment needing to be remotely controlled has equipment attribute capable of being remotely controlled, executing the next flow if the power grid equipment has the right, and prompting a popup window to prohibit remote control and prompting a specific reason if the power grid equipment does not have the right. On the basis of the passing of the check in the previous step, the dispatching automation system starts to execute a remote control flow, an operator inputs an account number password of remote control operation, if the password of the remote control is correct, the next step is carried out, if the password of the remote control is wrong, the remote control fails, and a specific failure reason is prompted. On the basis of the passing of the check in the previous step, the biological identification check is carried out, the personnel biological information obtained in the first step is taken as a basis, and an X509 certificate based on a public key cryptographic algorithm of a national secret elliptic curve is introduced to identify whether a user has the authority of remote control operation or not by adopting biological information (fingerprint information, face information) and the like. And if the biological information of the remote control operator is checked to be correct, performing the next step, and if the biological information of the remote control operator is checked to be incorrect, performing remote control failure and prompting specific failure reasons. And then, on the basis of passing the check in the previous step, checking the account and password of a remote operation monitoring operator and checking the biological information, wherein the method is the same as the methods (5) and (6). And then, on the basis of the passing of the check in the previous step, the dispatching automation system implements collected substation-side power grid equipment information, the consistency check is carried out through the dispatching side and the substation-side information, if the check is passed, remote control operation is executed, if the check is wrong, the popup window prompts to prohibit remote control, and specific reasons are prompted. And executing the actual action of remote control of the equipment, and accurately completing the remote control operation of the power grid equipment. The device remote control is completed or ended.
S306, acquiring power grid acquisition data of remote control power grid equipment to be operated.
S307, according to the power grid acquisition data and the operation instruction of the remote control power grid equipment to be operated, determining power grid prediction data of the remote control power grid equipment to be operated after the operation instruction.
S308, obtaining limit information of the remote control power grid equipment to be operated.
S309, detecting whether the power grid prediction data is normal or not according to the limit information.
And S310, when the power grid prediction data is abnormal, determining the operation instruction as misoperation.
According to the embodiment of the invention, the power grid line prediction state of the remote control power grid equipment to be operated after the operation instruction is obtained according to the standard connection state of the power grid line diagram, the power grid line state is detected, the operation of the equipment in the running state is detected through the connection state detection of the power grid line diagram, and the accuracy of the power grid misoperation detection is improved.
Example III
Fig. 5 is a schematic structural diagram of a power grid misoperation detecting device provided in the third embodiment of the present invention. The embodiment of the invention is applicable to the situation of power grid misoperation detection, the device can execute a power grid misoperation detection method, the power grid misoperation detection device can be realized in a hardware and/or software mode, and the device can be configured in power grid misoperation detection equipment.
Referring to the power grid malfunction detection apparatus shown in fig. 5, it includes an instruction acquisition module 501, a data acquisition module 502, a data determination module 503, an information acquisition module 504, a data detection module 505, and a malfunction determination module 506, wherein,
the instruction obtaining module 501 is configured to obtain, in a power grid line graph, a remote control power grid device to be operated and an operation instruction;
the data acquisition module 502 is configured to acquire grid acquisition data of remote control grid equipment to be operated;
the data determining module 503 is configured to determine, according to the power grid acquisition data and the operation instruction of the remote control power grid device to be operated, power grid prediction data of the remote control power grid device to be operated after the operation instruction;
an information obtaining module 504, configured to obtain limitation information of a remote control power grid device to be operated;
the data detection module 505 is configured to detect whether the power grid prediction data is normal according to the constraint information;
the misoperation determining module 506 is configured to determine that the operation instruction is an misoperation when the power grid prediction data is abnormal.
According to the embodiment of the invention, the remote control power grid equipment to be operated, the operation instruction and the power grid acquisition data are acquired, the power grid prediction data of the remote control power grid equipment to be operated after the operation instruction are determined, when the power grid prediction data are detected to be abnormal according to the limit information of the remote control power grid equipment to be operated, the operation instruction is determined to be misoperation, and the accuracy of power grid misoperation detection is improved through the multi-dimensional data overall detection of the power grid misoperation.
Optionally, the power grid misoperation detecting device further includes:
the state acquisition module is used for acquiring the standard connection state of the power grid line graph after acquiring the remote control power grid equipment to be operated and the operation instruction;
the prediction state acquisition module is used for acquiring the power grid line prediction state of the remote control power grid equipment to be operated after the operation instruction;
the result acquisition module is used for detecting the state of the power grid line according to the standard connection state to obtain an abnormal prediction result of the power grid line;
and the instruction determining module is used for determining the operation instruction as misoperation when the power grid line abnormality prediction result is that abnormality exists.
Optionally, the instruction fetch module 501 includes:
the instruction receiving sub-module is used for receiving an operation instruction of target equipment sent by a user;
the permission detection sub-module is used for detecting whether a user has operation permission;
and the equipment determining submodule is used for determining remote control power grid equipment to be operated and an operation instruction according to the operation instruction of the target equipment when the user has the operation right.
Optionally, the device determining submodule includes:
the identification acquisition unit is used for acquiring the user identification of the user;
the identification inquiring unit is used for inquiring the equipment identification corresponding to the user identification in the corresponding relation between the preset user identification and the operable equipment identification according to the user identification of the user;
The device identification acquisition unit is used for acquiring the device identification of the target device;
and the instruction determining unit is used for determining the remote control power grid equipment to be operated and the operation instruction according to the operation instruction of the target equipment when the equipment identifier corresponding to the user identifier is consistent with the equipment identifier of the target equipment.
Optionally, the instruction determining unit includes:
a set acquisition subunit, configured to acquire a set of remotely controllable devices;
the instruction determining subunit is used for including the target equipment in the remotely controllable equipment set and determining remote control power grid equipment to be operated and an operation instruction according to the operation instruction of the target equipment.
Optionally, the instruction determination subunit includes:
a password receiving subunit, configured to receive an operation password sent by a user;
a cipher syndrome subunit for verifying the operation cipher;
and the equipment determining subunit is used for determining the remote control power grid equipment to be operated and the operation instruction according to the operation instruction of the target equipment when the verification is passed.
Optionally, the device determines the subunit, in particular for:
acquiring biological information input by a user;
verifying the biological information;
and when the verification is passed, determining the remote control power grid equipment to be operated and the operation instruction according to the operation instruction of the target equipment.
The power grid misoperation detection device provided by the embodiment of the invention can execute the power grid misoperation detection method provided by any embodiment of the invention, and has the corresponding functional modules and beneficial effects of executing the power grid misoperation detection method.
Example IV
Fig. 6 shows a schematic diagram of a power grid malfunction detection device 600 that may be used to implement an embodiment of the present invention. Electronic devices are intended to represent various forms of digital computers, such as laptops, desktops, workstations, personal digital assistants, servers, blade servers, mainframes, and other appropriate computers. Electronic equipment may also represent various forms of mobile devices, such as personal digital processing, cellular telephones, smartphones, wearable devices (e.g., helmets, glasses, watches, etc.), and other similar computing devices. The components shown herein, their connections and relationships, and their functions, are meant to be exemplary only, and are not meant to limit implementations of the inventions described and/or claimed herein.
As shown in fig. 6, the grid malfunction detection device 600 includes at least one processor 601, and a memory, such as a Read Only Memory (ROM) 602, a Random Access Memory (RAM) 603, etc., communicatively connected to the at least one processor 601, in which the memory stores a computer program executable by the at least one processor, and the processor 601 can perform various appropriate actions and processes according to the computer program stored in the Read Only Memory (ROM) 602 or the computer program loaded from the storage unit 608 into the Random Access Memory (RAM) 603. In the RAM 603, various programs and data required for the operation of the grid error operation detection apparatus 600 can also be stored. The processor 601, the ROM 602, and the RAM 603 are connected to each other through a bus 604. An input/output (I/O) interface 605 is also connected to bus 604.
A plurality of components in the grid error detection apparatus 600 are connected to the I/O interface 605, including: an input unit 606 such as a keyboard, mouse, etc.; an output unit 607 such as various types of displays, speakers, and the like; a storage unit 608, such as a magnetic disk, optical disk, or the like; and a communication unit 609 such as a network card, modem, wireless communication transceiver, etc. The communication unit 609 allows the grid error detection device 600 to exchange information/data with other devices through a computer network such as the internet and/or various telecommunication networks.
The processor 601 may be a variety of general and/or special purpose processing components having processing and computing capabilities. Some examples of processor 601 include, but are not limited to, a Central Processing Unit (CPU), a Graphics Processing Unit (GPU), various specialized Artificial Intelligence (AI) computing chips, various processors running machine learning model algorithms, digital Signal Processors (DSPs), and any suitable processor, controller, microcontroller, etc. The processor 601 performs the various methods and processes described above, such as a grid fault detection method.
In some embodiments, the grid fault detection method may be implemented as a computer program tangibly embodied on a computer-readable storage medium, such as storage unit 608. In some embodiments, part or all of the computer program may be loaded and/or installed onto the grid error detection device 600 via the ROM 602 and/or the communication unit 609. When the computer program is loaded into RAM 603 and executed by processor 601, one or more steps of the grid fault detection method described above may be performed. Alternatively, in other embodiments, processor 601 may be configured to perform the grid malfunction detection method in any other suitable manner (e.g., by means of firmware).
Various implementations of the systems and techniques described here above can be implemented in digital electronic circuitry, integrated circuit systems, field Programmable Gate Arrays (FPGAs), application Specific Integrated Circuits (ASICs), application Specific Standard Products (ASSPs), systems On Chip (SOCs), complex Programmable Logic Devices (CPLDs), computer hardware, firmware, software, and/or combinations thereof. These various embodiments may include: implemented in one or more computer programs, the one or more computer programs may be executed and/or interpreted on a programmable system including at least one programmable processor, which may be a special purpose or general-purpose programmable processor, that may receive data and instructions from, and transmit data and instructions to, a storage system, at least one input device, and at least one output device.
A computer program for carrying out methods of the present invention may be written in any combination of one or more programming languages. These computer programs may be provided to a processor of a general purpose computer, special purpose computer, or other programmable power network malfunction detection device, such that the computer programs, when executed by the processor, cause the functions/operations specified in the flowchart and/or block diagram to be performed. The computer program may execute entirely on the machine, partly on the machine, as a stand-alone software package, partly on the machine and partly on a remote machine or entirely on the remote machine or server.
In the context of the present invention, a computer-readable storage medium may be a tangible medium that can contain, or store a computer program for use by or in connection with an instruction execution system, apparatus, or device. The computer readable storage medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. Alternatively, the computer readable storage medium may be a machine readable signal medium. More specific examples of a machine-readable storage medium would include an electrical connection based on one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
To provide for interaction with a user, the systems and techniques described here can be implemented on an electronic device having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to a user; and a keyboard and pointing device (e.g., a mouse or a trackball) through which a user may provide input to the grid fault detection device. Other kinds of devices may also be used to provide for interaction with a user; for example, feedback provided to the user may be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form, including acoustic input, speech input, or tactile input.
The systems and techniques described here can be implemented in a computing system that includes a background component (e.g., as a data server), or that includes a middleware component (e.g., an application server), or that includes a front-end component (e.g., a user computer having a graphical user interface or a web browser through which a user can interact with an implementation of the systems and techniques described here), or any combination of such background, middleware, or front-end components. The components of the system can be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: local Area Networks (LANs), wide Area Networks (WANs), blockchain networks, and the internet.
The computing system may include clients and servers. The client and server are typically remote from each other and typically interact through a communication network. The relationship of client and server arises by virtue of computer programs running on the respective computers and having a client-server relationship to each other. The server can be a cloud server, also called a cloud computing server or a cloud host, and is a host product in a cloud computing service system, so that the defects of high management difficulty and weak service expansibility in the traditional physical host and VPS (Virtual Private Server ) service are overcome.
It should be appreciated that various forms of the flows shown above may be used to reorder, add, or delete steps. For example, the steps described in the present invention may be performed in parallel, sequentially, or in a different order, so long as the desired results of the technical solution of the present invention are achieved, and the present invention is not limited herein.
The above embodiments do not limit the scope of the present invention. It will be apparent to those skilled in the art that various modifications, combinations, sub-combinations and alternatives are possible, depending on design requirements and other factors. Any modifications, equivalent substitutions and improvements made within the spirit and principles of the present invention should be included in the scope of the present invention.

Claims (10)

1. A method for detecting power grid misoperation, characterized in that the method comprises the following steps:
in a power grid line diagram, remote control power grid equipment to be operated and an operation instruction are obtained;
acquiring power grid acquisition data of the remote control power grid equipment to be operated;
according to the power grid acquisition data of the remote control power grid equipment to be operated and the operation instruction, determining power grid prediction data of the remote control power grid equipment to be operated after the operation instruction;
Acquiring limit information of the remote control power grid equipment to be operated;
detecting whether the power grid prediction data are normal or not according to the limit information;
and when the power grid prediction data is abnormal, determining the operation instruction as misoperation.
2. The method according to claim 1, further comprising, after obtaining the remote control grid device to be operated and the operation instruction:
obtaining a standard connection state of the power grid line graph;
acquiring a power grid line prediction state of the remote control power grid equipment to be operated after the operation instruction;
detecting the power grid line state according to the standard connection state to obtain a power grid line abnormality prediction result;
and when the power grid line abnormality prediction result is that abnormality exists, determining that the operation instruction is misoperation.
3. The method according to claim 1, wherein the obtaining the remote control power grid device to be operated and the operation instruction comprises:
receiving an operation instruction of target equipment sent by a user;
detecting whether the user has operation authority;
and when the user has the operation right, determining the remote control power grid equipment to be operated and the operation instruction according to the operation instruction of the target equipment.
4. A method according to claim 3, wherein the determining the remote control grid device to be operated and the operation instruction according to the operation instruction of the target device comprises:
acquiring a user identification of the user;
inquiring a device identifier corresponding to the user identifier in a corresponding relation between a preset user identifier and an operable device identifier according to the user identifier of the user;
acquiring the equipment identifier of the target equipment;
and when the equipment identifier corresponding to the user identifier is consistent with the equipment identifier of the target equipment, determining the remote control power grid equipment to be operated and the operation instruction according to the operation instruction of the target equipment.
5. The method according to claim 4, wherein the determining the remote control power grid device to be operated and the operation instruction according to the operation instruction of the target device includes:
acquiring a remote-controllable device set;
and the remote controllable equipment set comprises the target equipment, and the remote control power grid equipment to be operated and the operation instruction are determined according to the operation instruction of the target equipment.
6. The method according to claim 5, wherein the determining the remote control power grid device to be operated and the operation instruction according to the operation instruction of the target device includes:
Receiving an operation password sent by the user;
checking the operation password;
and when the verification is passed, determining the remote control power grid equipment to be operated and the operation instruction according to the operation instruction of the target equipment.
7. The method according to claim 6, wherein the determining the remote control power grid device to be operated and the operation instruction according to the operation instruction of the target device includes:
acquiring biological information input by the user;
verifying the biological information;
and when the verification is passed, determining the remote control power grid equipment to be operated and the operation instruction according to the operation instruction of the target equipment.
8. A power grid misoperation detection apparatus, characterized in that the apparatus comprises:
the instruction acquisition module is used for acquiring remote control power grid equipment to be operated and an operation instruction in a power grid line diagram;
the data acquisition module is used for acquiring power grid acquisition data of the remote control power grid equipment to be operated;
the data determining module is used for determining power grid prediction data of the remote control power grid equipment to be operated after the operation instruction according to the power grid acquisition data of the remote control power grid equipment to be operated and the operation instruction;
The information acquisition module is used for acquiring the limit information of the remote control power grid equipment to be operated;
the data detection module is used for detecting whether the power grid prediction data are normal or not according to the limit information;
and the misoperation determining module is used for determining that the operation instruction is misoperation when the power grid prediction data is abnormal.
9. A power grid misoperation detection apparatus, characterized in that the power grid misoperation detection apparatus comprises:
at least one processor; and
a memory communicatively coupled to the at least one processor; wherein,
the memory stores a computer program executable by the at least one processor to enable the at least one processor to perform the grid fault detection method of any one of claims 1-7.
10. A computer readable storage medium, characterized in that the computer readable storage medium stores computer instructions for causing a processor to implement the grid fault operation detection method according to any one of claims 1-7 when executed.
CN202311870976.XA 2023-12-29 2023-12-29 Power grid misoperation detection method, device, equipment and medium Pending CN117811209A (en)

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Application Number Priority Date Filing Date Title
CN202311870976.XA CN117811209A (en) 2023-12-29 2023-12-29 Power grid misoperation detection method, device, equipment and medium

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Application Number Priority Date Filing Date Title
CN202311870976.XA CN117811209A (en) 2023-12-29 2023-12-29 Power grid misoperation detection method, device, equipment and medium

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Publication Number Publication Date
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