CN112737120A - Generation method and device of regional power grid control report and computer equipment - Google Patents

Generation method and device of regional power grid control report and computer equipment Download PDF

Info

Publication number
CN112737120A
CN112737120A CN202011570669.6A CN202011570669A CN112737120A CN 112737120 A CN112737120 A CN 112737120A CN 202011570669 A CN202011570669 A CN 202011570669A CN 112737120 A CN112737120 A CN 112737120A
Authority
CN
China
Prior art keywords
power grid
frequency
regional power
control instruction
equipment cluster
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.)
Granted
Application number
CN202011570669.6A
Other languages
Chinese (zh)
Other versions
CN112737120B (en
Inventor
胡亚平
胡荣
许丹莉
张喜铭
聂涌泉
彭超逸
周志烽
方文崇
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.)
China Southern Power Grid Co Ltd
Original Assignee
China Southern 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 China Southern Power Grid Co Ltd filed Critical China Southern Power Grid Co Ltd
Priority to CN202011570669.6A priority Critical patent/CN112737120B/en
Publication of CN112737120A publication Critical patent/CN112737120A/en
Application granted granted Critical
Publication of CN112737120B publication Critical patent/CN112737120B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

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

Landscapes

  • Engineering & Computer Science (AREA)
  • Power Engineering (AREA)
  • Human Computer Interaction (AREA)
  • Supply And Distribution Of Alternating Current (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The application relates to a method, a device, computer equipment and a storage medium for generating a regional power grid control report, wherein the method comprises the following steps: acquiring the real-time operating frequency of a regional power grid; if the variation range of the real-time operation frequency is detected not to belong to the preset variation range, determining a target power equipment cluster causing frequency variation from the regional power grid; acquiring control instruction information generated by a scheduling mechanism for scheduling a target power equipment cluster; according to the control instruction information, verifying a control instruction issued by a scheduling mechanism to the target power equipment cluster; and generating a regional power grid control report corresponding to the dispatching mechanism according to the checking result. The method comprises the steps of judging whether the logic of an instruction issued by a scheduling mechanism is correct and generating a corresponding control report; need not to collect, analyze and confirm data through the manual work, this application can discern the anomaly in the very first time and generate the report, has improved regional power grid control report's the generating efficiency and to regional power grid abnormal frequency monitoring's promptness.

Description

Generation method and device of regional power grid control report and computer equipment
Technical Field
The present application relates to the field of power system control technologies, and in particular, to a method and an apparatus for generating a regional power grid control report, a computer device, and a storage medium.
Background
With the increasing operation of unit grid connection, new energy grid connection and direct current engineering, the active fluctuation situation of the whole grid of the power grid becomes very complex, and the phenomenon of frequency abnormality is more likely to occur.
The frequency abnormity conditions are increased, so that the difficulty of analyzing the frequency abnormity by dispatching automation operation and maintenance personnel is improved; when power grid frequency abnormality is generally analyzed, a final report file is obtained in a manner of manually inquiring, summarizing data and manually writing a report; however, in the process of manual query, there are a series of problems such as inaccurate data positioning, high positioning difficulty, low positioning efficiency, and delayed report generation.
Disclosure of Invention
In view of the above, it is necessary to provide a method, an apparatus, a computer device and a storage medium for generating a regional power grid control report in order to solve the above technical problems.
A method of generating a regional power grid control report, the method comprising:
acquiring the real-time operating frequency of a regional power grid;
if the variation range of the real-time operation frequency is detected not to belong to a preset variation range, determining a target power equipment cluster causing frequency variation from the regional power grid;
acquiring control instruction information generated by a scheduling mechanism for scheduling the target power equipment cluster;
according to the control instruction information, verifying the control instruction issued by the dispatching mechanism to the target power equipment cluster;
and generating a regional power grid control report corresponding to the dispatching mechanism according to the checking result.
In one embodiment, the detecting that the variation range of the real-time operating frequency does not belong to a preset variation range includes
Performing feature extraction processing on the real-time operating frequency of the regional power grid to obtain a plurality of frequency variation indexes;
and comparing the plurality of frequency variation indexes with preset frequency variation values in the preset frequency variation value group respectively, if the frequency variation indexes are larger than the preset frequency variation values, determining that the variation range of the real-time running frequency exceeds the preset frequency variation values, and taking the regional power grid as a target regional power grid.
In one embodiment, the determining, from the regional power grid, a target power device cluster causing a frequency variation includes:
identifying each power equipment cluster in the target regional power grid;
determining a correlation value between each power equipment cluster and the frequency change of the target area power grid;
and taking the power equipment cluster with the correlation value exceeding a preset threshold value as a target power equipment cluster causing frequency change in the regional power grid.
In one embodiment, the obtaining control instruction information generated by the scheduling mechanism by scheduling the target power device cluster includes:
determining a scheduling mechanism corresponding to the target power equipment cluster;
acquiring a control instruction sending record of the scheduling mechanism from a preset database;
and extracting the control instruction sent to the target power equipment cluster by the dispatching mechanism from the control instruction sending record as the control instruction information.
In one embodiment, the control instruction information carries a time identifier;
the verifying the control instruction issued by the dispatching mechanism to the target power equipment cluster according to the control instruction information includes:
according to the time identification, the control instruction information corresponds to the real-time running frequency;
and correspondingly matching an expected control result corresponding to the control instruction information with an actual change result of the real-time operating frequency, and verifying the control instruction according to the matching result.
In one embodiment, the generating a regional power grid control report corresponding to the dispatching mechanism according to the verification result includes:
acquiring a preset regional power grid control report template;
and calling a template engine corresponding to the regional power grid control report template, acquiring corresponding matching result data from the execution result of the control instruction, adding the matching result data to the preset regional power grid control report template, and obtaining a control instruction execution report corresponding to the dispatching mechanism.
In one embodiment, after generating the regional power grid control report corresponding to the dispatching mechanism according to the verification result obtained by the verification, the method further includes:
and sending the regional power grid control report to a preset user terminal.
An apparatus for generating a regional power grid control report, the apparatus comprising:
the frequency acquisition module is used for acquiring the real-time operating frequency of the regional power grid;
the cluster determining module is used for determining a target power equipment cluster causing frequency change from the regional power grid if the change range of the real-time running frequency is detected not to belong to a preset change range;
the information generation module is used for acquiring control instruction information generated by scheduling the target power equipment cluster by the scheduling mechanism;
the instruction checking module is used for checking the control instruction issued by the dispatching mechanism to the target power equipment cluster according to the control instruction information;
and the report generation module is used for generating a regional power grid control report corresponding to the dispatching mechanism according to the verification result.
A computer device comprising a memory and a processor, the memory storing a computer program, the processor implementing the following steps when executing the computer program:
acquiring the real-time operating frequency of a regional power grid;
if the variation range of the real-time operation frequency is detected not to belong to a preset variation range, determining a target power equipment cluster causing frequency variation from the regional power grid;
acquiring control instruction information generated by a scheduling mechanism for scheduling the target power equipment cluster;
according to the control instruction information, verifying the control instruction issued by the dispatching mechanism to the target power equipment cluster;
and generating a regional power grid control report corresponding to the dispatching mechanism according to the checking result.
A computer-readable storage medium, on which a computer program is stored which, when executed by a processor, carries out the steps of:
acquiring the real-time operating frequency of a regional power grid;
if the variation range of the real-time operation frequency is detected not to belong to a preset variation range, determining a target power equipment cluster causing frequency variation from the regional power grid;
acquiring control instruction information generated by a scheduling mechanism for scheduling the target power equipment cluster;
according to the control instruction information, verifying the control instruction issued by the dispatching mechanism to the target power equipment cluster;
and generating a regional power grid control report corresponding to the dispatching mechanism according to the checking result.
The method, the device, the computer equipment and the storage medium for generating the regional power grid control report comprise the following steps: acquiring the real-time operating frequency of a regional power grid; if the variation range of the real-time operation frequency is detected not to belong to the preset variation range, determining a target power equipment cluster causing frequency variation from the regional power grid; acquiring control instruction information generated by a scheduling mechanism for scheduling a target power equipment cluster; according to the control instruction information, verifying a control instruction issued by a scheduling mechanism to the target power equipment cluster; and generating a regional power grid control report corresponding to the dispatching mechanism according to the checking result. The method comprises the steps of monitoring the running frequency of the power grid in real time, identifying a target power equipment cluster generating abnormity after abnormity is monitored, checking an instruction sent to the target power equipment cluster by a relevant scheduling mechanism, and judging whether the logic of the instruction issued by the scheduling mechanism is correct or not and generating a corresponding control report; data do not need to be collected, analyzed and confirmed manually, abnormity can be identified and a report can be generated at the first time, and the generation efficiency of a regional power grid control report and the timeliness of monitoring abnormal frequency of a regional power grid are greatly improved.
Drawings
FIG. 1 is a diagram of an application environment of a method for generating a regional power grid control report in one embodiment;
FIG. 2 is a schematic flow diagram of a method for generating a regional power grid control report in one embodiment;
FIG. 3 is a flowchart illustrating the step of detecting that the variation range of the real-time operating frequency does not fall within the predetermined variation range according to an embodiment;
FIG. 4 is a flowchart illustrating the steps of determining a target power device cluster causing a frequency change from a local power grid according to another embodiment;
fig. 5 is a schematic flowchart illustrating a step of obtaining control instruction information generated by a scheduling mechanism for scheduling a target power device cluster in another embodiment;
FIG. 6 is a block diagram of an apparatus for generating a regional power grid control report according to an embodiment;
FIG. 7 is a diagram illustrating an internal structure of a computer device according to an embodiment.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, the present application is described in further detail below with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the present application and are not intended to limit the present application.
The method for generating the regional power grid control report can be applied to the application environment shown in fig. 1. Among them, the scheduling terminal 11 communicates with the server 12 through a network. The server 12 acquires the real-time operating frequency of the regional power grid from the dispatching terminal 11; if the server 12 detects that the variation range of the real-time operating frequency does not belong to the preset variation range, determining a target power equipment cluster causing frequency variation from the regional power grid; the server 12 obtains control instruction information generated by a scheduling mechanism for scheduling a target power equipment cluster; the server 12 checks the control instruction issued by the scheduling mechanism to the target power equipment cluster according to the control instruction information; and the server 12 generates a regional power grid control report corresponding to the dispatching mechanism according to the verification result.
The dispatch terminal 11 may be, but not limited to, a workbench, a personal computer, a notebook computer, a smart phone, a tablet computer, etc. which are equipped with or communicatively connected to the power dispatch system, and the server 12 may be implemented by an independent server or a server cluster composed of a plurality of servers.
In one embodiment, as shown in fig. 2, a method for generating a regional power grid control report is provided, which is described by taking the method as an example applied to the server 12 in fig. 1, and includes the following steps:
and step 21, acquiring the real-time operation frequency of the regional power grid.
The power grid can be divided according to the geographic position to obtain a plurality of regional power grids; each regional power grid is composed of a single power device or a power device cluster obtained by integrating a plurality of power devices.
Specifically, the server is in communication connection with the dispatching terminal and receives the real-time running frequency of the regional power grid controlled by the dispatching terminal, wherein the real-time running frequency is acquired by the dispatching terminal; the scheduling terminal can update the operation frequency to the server in real time or periodically update the operation frequency to the server.
Besides acquiring the real-time frequency of the regional power grid, the scheduling terminal can also acquire environmental information of each power device or power device cluster in the regional power grid, such as temperature, humidity, pressure values and the like.
In the step, the server is connected with the dispatching terminal, the real-time operating frequency of the regional power grid acquired by the dispatching terminal can be acquired, the acquisition efficiency of the frequency data of the regional power grid can be improved by uniformly acquiring through the dispatching terminal, and the acquisition efficiency of the data required by the report generation is improved.
And step 22, if the variation range of the real-time operation frequency is detected not to belong to the preset variation range, determining a target power equipment cluster causing the frequency variation from the regional power grid.
The preset variation range is a fluctuation limit value set for the real-time operation frequency of the regional power grid, and when the variation range of the operation frequency exceeds the variation range of the frequency, the condition that the frequency of the regional power grid is abnormal is indicated; for example, if the preset variation range is within plus or minus 20, and the server detects that the variation range of the real-time operating frequency is plus 30, it can be determined that the variation range of the real-time operating frequency is beyond the preset variation range, i.e. does not belong to the preset variation range. The preset variation range may be directly set as the frequency, and may also be set as an index related to the real-time frequency of the regional power grid, such as an average frequency value, a median frequency value, a variance, and the like within a certain period of time.
The real-time operation frequency change detection can be specifically carried out through the following aspects: 1) whether the frequency is suddenly changed is judged according to whether the difference value of the frequency sampling points in the continuous time (for example, set to be 2 seconds) is larger than a fixed value; 2) judging whether the frequency deviation is larger than a specified value or not according to the fact that whether the difference between the actual frequency value and the rated value is larger than the specified value or not; 3) the frequency is in high frequency or low frequency for a certain time, and whether the time of the frequency which is continuously larger than the high frequency fixed value or smaller than the low frequency fixed value is larger than a fixed value or not is judged according to the judgment; 4) the frequency continuously fluctuates between high frequency and low frequency, and whether the time period and the fluctuation amplitude value of the frequency are respectively larger than a fixed value is judged according to the condition.
The target power equipment cluster refers to the power equipment or the power equipment cluster which is determined by the server from the regional power grid and causes the frequency change.
For example, 3 power equipment clusters A, B, C are shared in a local grid, the index of the overall frequency variation range of the local grid is 10, the index of the frequency variation range of the power equipment cluster a is 5 after detection by the server, and the index of the frequency variation of the power equipment cluster B, C is 1, then the server may determine the power equipment cluster a as a target power equipment cluster which causes frequency variation in the local grid.
Further, if the server can acquire the real-time frequency of each electrical device in the electrical device cluster a from the scheduling terminal, the server can further identify the target electrical device causing the frequency variation from the electrical device cluster a. The determination of the target power equipment cluster or the target power equipment may be one or more, and may specifically be determined according to a specific influence of the target power equipment cluster or the target power equipment on the frequency variation.
In this step, by detecting the abnormal frequency change, the target power equipment cluster causing the frequency change is identified from the regional power grid, the range of the abnormal power equipment can be quickly locked, the data processing amount is reduced, and the generation efficiency of the regional power grid control report and the timeliness of monitoring the abnormal frequency of the regional power grid are greatly improved.
And step 23, acquiring control instruction information generated by the dispatching mechanism in dispatching the target power equipment cluster.
The control command information is data information generated when the scheduling mechanism schedules the electric power equipment or the electric power equipment cluster, and all information related to the control command can be known from the control command information, such as specific control command content, sending time of the control command, execution condition of the control command returned by a sending engine, the electric power equipment or the electric power equipment cluster, and the like; the control instruction information corresponds to a log file when the scheduling mechanism performs scheduling, and the server can analyze the cause of the abnormality of the target power equipment cluster causing the frequency variation through the control instruction information.
The control instruction information also includes overall operation state information of the regional power grid, such as: analyzing the operation state of a regional power grid, including a load level, the frequency of the regional power grid, the change condition of total regional active power and the like; secondly, analyzing the direct current outgoing state, and comparing the direct current outgoing call wire power with the system frequency condition; analyzing the automatic gain control state, including whether the automatic gain control has an abnormal alarm or not and which electric equipment or electric equipment clusters are put into the automatic gain control function; fourthly, analyzing a PLC (Programmable Logic Controller) control instruction, and judging whether the PLC automatic gain control instruction of the power plant is reasonable or not; and fifthly, analyzing the active power regulation of the power plant, and judging whether the output of the power plant fluctuates in the boosting frequency under the automatic gain control.
Specifically, the server firstly determines a specific scheduling mechanism or scheduling terminal corresponding to the target power equipment cluster; and acquiring the control instruction information generated and stored when the scheduling mechanism or the scheduling terminal carries out scheduling operation from the scheduling mechanism or the scheduling terminal. If the server acquires the direct control instruction information, the server can generate the corresponding control instruction information by summarizing the logs, the instruction sending records and the like of the scheduling mechanism.
In the step, the control instruction information generated by scheduling the target power equipment cluster is acquired, so that the operating states of the target power equipment cluster and the scheduling mechanism can be judged based on the control instruction information, the problem is found out, and the generation efficiency of the regional power grid control report and the timeliness of monitoring the regional power grid abnormal frequency are improved.
And 24, verifying the control instruction issued by the scheduling mechanism to the target power equipment cluster according to the control instruction information.
Specifically, the server can obtain a control instruction issued by the scheduling mechanism to the target power equipment cluster according to the control instruction information; the instruction issuing logic of the scheduling mechanism can be verified according to the control instruction, and the result of the target power equipment cluster executing the control instruction can also be verified, so that the reason of causing the real-time operation frequency abnormity is judged according to the verification result.
Verifying the control instruction includes: firstly, determining which electric equipment or electric equipment cluster is put into an automatic gain control mode of a scheduling mechanism; secondly, reading an automatic gain control instruction received by the electric power equipment or the electric power equipment cluster during the frequency abnormity; thirdly, determining whether the output instruction is an increased output instruction or a decreased output instruction by comparing the actual output of the power equipment or the power equipment cluster aiming at each automatic gain control instruction; and fourthly, determining the correctness of the logic aspect of the automatic gain control instruction of the dispatching mechanism by judging whether the electric power equipment or the electric power equipment cluster receives the output reducing instruction at the high frequency or not and whether the electric power equipment or the electric power equipment cluster receives the output increasing instruction at the low frequency or not.
For example, after the server verifies the control instruction, it finds that the target power equipment cluster normally executes the control instruction, and the execution result conforms to the expectation of the control instruction, so that the abnormality of the target power equipment cluster can be eliminated; verifying the trigger control instruction of the scheduling mechanism, wherein the error exists when the scheduling mechanism performs data calculation, so that the prediction frequency of the target power equipment cluster in the next time period is judged by mistake, and the wrong control instruction is issued; the server checks the control instruction based on the control instruction information, and judges the object except the problem and the specific reason of the problem.
According to the method, the server can verify the control instruction issued by the scheduling mechanism to the target power equipment cluster through the control instruction information, so that an abnormal generation object and a specific reason can be identified quickly, and the generation efficiency of the regional power grid control report and the timeliness of monitoring the regional power grid abnormal frequency are improved.
And 25, generating a regional power grid control report corresponding to the dispatching mechanism according to the checking result.
Specifically, the server can output the verification result in a report form; the server firstly determines an object with abnormal generation and a specific abnormal reason according to a check result, acquires corresponding data from the object with abnormal generation, and correspondingly fills the corresponding data into a preset regional power grid control report template.
The server may employ a java (one-door object-oriented programming language) based poi-tl (Word template engine); the POI-tl is a Word template engine based on Apache POIs, and can generate a Word document according to a specified format, and the Word content generally comprises the following aspects:
1) the event overview is used for showing the time of the regional power grid frequency abnormity, the regional control error (ACE), the maximum frequency, the minimum frequency, a regional power grid frequency graph and the like; 2) the system load and outgoing change conditions are used for displaying the output change of the high-capacity power plant and the active-frequency comparison conditions of the whole network and outgoing lines; 3) event passes for showing the target power equipment cluster and/or the active frequency comparison condition and Automatic Gain Control (AGC) instruction execution condition of the target power equipment; 4) and an Automatic Gain Control (AGC) operation condition for showing the condition of Automatic Gain Control (AGC) failure during the frequency abnormal period.
According to the method, the server generates the regional power grid control report corresponding to the dispatching mechanism according to the checking result, data can be summarized and the corresponding report can be automatically generated, manual data arrangement and arrangement are not needed, and the generation efficiency of the regional power grid control report is improved.
In the method for generating a regional power grid control report, the method includes: acquiring the real-time operating frequency of a regional power grid; if the variation range of the real-time operation frequency is detected not to belong to the preset variation range, determining a target power equipment cluster causing frequency variation from the regional power grid; acquiring control instruction information generated by a scheduling mechanism for scheduling a target power equipment cluster; according to the control instruction information, verifying a control instruction issued by a scheduling mechanism to the target power equipment cluster; and generating a regional power grid control report corresponding to the dispatching mechanism according to the checking result. The method comprises the steps of monitoring the running frequency of the power grid in real time, identifying a target power equipment cluster generating abnormity after abnormity is monitored, checking an instruction sent to the target power equipment cluster by a relevant scheduling mechanism, and judging whether the logic of the instruction issued by the scheduling mechanism is correct or not and generating a corresponding control report; data do not need to be collected, analyzed and confirmed manually, abnormity can be identified and a report can be generated at the first time, and the generation efficiency of a regional power grid control report and the timeliness of monitoring abnormal frequency of a regional power grid are greatly improved.
In one embodiment, as shown in fig. 3, if it is detected that the variation range of the real-time operating frequency does not belong to the preset variation range, the method includes:
step 31, performing feature extraction processing on the real-time operating frequency of the regional power grid to obtain a plurality of frequency variation indexes;
and step 32, comparing the plurality of frequency variation indexes with preset frequency variation values in the preset frequency variation value group respectively, if the frequency variation indexes are larger than the preset frequency variation values, determining that the variation range of the real-time operation frequency exceeds the preset frequency variation values, and taking the regional power grid as a target regional power grid.
The change degree of the whole regional power grid in different aspects of frequency can be reflected by a plurality of frequency change indexes obtained through feature extraction; the preset frequency variation value group consists of a plurality of preset frequency variation values, and each preset frequency variation value corresponds to the frequency variation index. The target regional power grid is the regional power grid which has the frequency abnormality problem and is determined after the real-time operation frequency monitoring is carried out on the plurality of regional power grids, and the function of quick positioning is achieved.
Specifically, the server performs feature extraction processing on the real-time operating frequency of the regional power grid according to features such as time, frequency variation amplitude, frequency variation increase and decrease amplitude and the like to obtain a plurality of frequency variation indexes; and acquiring a preset frequency variation value set from a preset database, comparing each frequency variation index with a corresponding preset frequency variation value in the preset frequency variation value set, and determining a target regional power grid according to a comparison result.
In the embodiment, the frequency variation index is compared with a preset frequency variation value, whether the variation range of the real-time operating frequency exceeds the preset frequency variation value is determined according to the comparison result, and then the regional power grid with abnormal frequency is screened out to serve as a target regional power grid; the method has the advantages that the target regional power grid can be rapidly determined by screening in a regional mode, and the data range is reduced; the operation state and trend of the whole regional power grid can be better reflected through the index.
In one embodiment, as shown in fig. 4, the determining a target power device cluster causing a frequency variation from a regional power grid includes:
step 41, identifying each power equipment cluster in the target area power grid;
step 42, determining correlation values of each power equipment cluster and the frequency change of the target area power grid;
and 43, taking the power equipment cluster with the correlation value exceeding the preset threshold value as a target power equipment cluster causing frequency change in the regional power grid.
Specifically, the server may directly obtain the power device cluster existing in the target area grid according to the pre-stored area grid information, or may send a request to a console of the target area grid to obtain power device cluster information included in the request.
The frequency variation between the power equipment cluster and the target regional power grid is correlated, but the contribution of different power equipment clusters in the target regional power grid to the overall frequency variation of the target regional power grid is different, so that a correlation value can be obtained through correlation analysis, and a power equipment cluster with a high correlation value in the target regional power grid is taken as a target power equipment cluster causing the frequency variation.
The correlation value may be determined using a pearson correlation coefficient, which is defined as follows:
Figure BDA0002862484750000111
wherein, Xi,YiTwo sets of data to be compared are provided,
Figure BDA0002862484750000112
the average values of the two groups of data are respectively, n is the total amount of the data, and r is the Pearson correlation coefficient.
According to the embodiment, the target power equipment cluster causing the frequency change is determined from the regional power grid according to the correlation value, and the efficiency of determining the target power equipment cluster is improved.
In an embodiment, as shown in fig. 5, the obtaining of the control instruction information generated by the scheduling mechanism by scheduling the target power device cluster includes:
step 51, determining a scheduling mechanism corresponding to the target power equipment cluster;
step 52, acquiring a control instruction sending record of the scheduling mechanism from a preset database;
and step 53, extracting the control command sent to the target power equipment cluster by the dispatching mechanism from the control command sending record as control command information.
Specifically, the scheduling mechanism of the control target electrical equipment cluster usually records and stores the condition of sending the control instruction, so the control instruction sent to the target electrical equipment cluster by the scheduling mechanism can be obtained as the control instruction information through the control instruction sending record.
The server obtains the control instruction information by sending, recording and extracting the control instruction of the scheduling mechanism, and the accuracy of the control instruction information is ensured.
In one embodiment, the control instruction information carries a time identifier; according to the control instruction information, the control instruction issued by the scheduling mechanism to the target power equipment cluster is verified, and the method comprises the following steps: according to the time identification, the control instruction information corresponds to the real-time running frequency; and correspondingly matching an expected control result corresponding to the control instruction information with an actual change result of the real-time operating frequency, and verifying the control instruction according to the matching result.
Specifically, the server corresponds the control instruction information with the real-time running frequency according to the time identifier, namely, the influence of the control instruction on the real-time running frequency is judged in the same time dimension; meanwhile, the control instruction is used for controlling the target power equipment cluster, so that the control instruction information also contains an expected control result; the expected control result is matched with the actual change result of the operating frequency, whether the control instruction is successfully executed or not can be judged, and therefore the control instruction is verified.
The embodiment corresponds the control instruction information to the real-time running frequency through the time identification, and the accuracy of checking the control instruction is guaranteed.
In one embodiment, generating a regional power grid control report corresponding to the dispatching mechanism according to the verification result includes: acquiring a preset regional power grid control report template; and calling a template engine corresponding to the regional power grid control report template, acquiring corresponding matching result data from the execution result of the control instruction, adding the matching result data to the preset regional power grid control report template, and obtaining a control instruction execution report corresponding to the scheduling mechanism.
Specifically, the server calls a corresponding template engine according to the regional power grid control report to be generated, for example, a Word template engine based on an Apache POI (open source function library of Apache software foundation), which belongs to a pure Java component and can generate a Word document according to a specified format.
The regional power grid control report template is composed of a plurality of components with a certain format, each component carries a corresponding identifier, and a template engine called by the server fills corresponding data into the component by identifying the identifier of the component.
According to the embodiment, the data filling can be rapidly performed on the regional power grid control report template through the preset regional power grid control report template and the template engine, so that the corresponding regional power grid control report is obtained, and the generation efficiency of the regional power grid control report is improved.
In one embodiment, after generating the regional power grid control report corresponding to the dispatching mechanism according to the verification result obtained by the verification, the method further includes: and sending the regional power grid control report to a preset user terminal.
The preset user terminal can be a personal computer, a notebook computer, a smart phone, a tablet computer, a wearable portable device and the like; each preset user terminal carries a corresponding user identifier and corresponds to a regional power grid; the server sends the generated regional power grid control report to the corresponding preset user terminal according to the corresponding user identification carried by the preset user terminal,
this embodiment is through sending regional power grid control report to predetermineeing user terminal, can in time make the user know regional power grid's abnormal conditions, can let the user comprehensively know regional power grid's whole running state through the form of report simultaneously.
In one embodiment, the power system in which the regional power grid is located is generally divided into a production control zone and a management information zone; wherein the production control large area is divided into a control area (a safety area I) and a non-control area (a safety area II); the information management area includes an information management area III. Safety zone i typical system: a dispatching automation system, a transformer substation automation system, a relay protection system, a safety automatic control system and the like; a typical system of the safety zone II comprises a dispatching automation system, an electric energy metering system, a relay protection and fault recording information management system and the like; and the typical system of the information management area III comprises a scheduling production management system, a statistical form system and the like.
The server can divide the regions according to the functions of the power system, and correspondingly store the acquired and generated data into the corresponding regions. For example, the server may store the data used for verification and the verification result in a commercial library of the security area i, synchronize the data in the commercial library of the security area i to the information management area iii when generating the report, and generate a word report in the information management area iii for the staff to check and determine.
It should be understood that although the various steps in the flow charts of fig. 2-5 are shown in order as indicated by the arrows, the steps are not necessarily performed in order as indicated by the arrows. The steps are not performed in the exact order shown and described, and may be performed in other orders, unless explicitly stated otherwise. Moreover, at least some of the steps in fig. 2-5 may include multiple steps or multiple stages, which are not necessarily performed at the same time, but may be performed at different times, which are not necessarily performed in sequence, but may be performed in turn or alternately with other steps or at least some of the other steps.
In one embodiment, as shown in fig. 6, there is provided an apparatus for generating a regional power grid control report, including:
the frequency acquisition module 61 is used for acquiring the real-time operating frequency of the regional power grid;
the cluster determining module 62 is configured to determine a target power device cluster causing frequency variation from the regional power grid if it is detected that the variation range of the real-time operating frequency does not belong to the preset variation range;
the information generating module 63 is configured to obtain control instruction information generated by scheduling the target power equipment cluster by the scheduling mechanism;
the instruction checking module 64 is configured to check the control instruction issued by the scheduling mechanism to the target power equipment cluster according to the control instruction information;
and the report generating module 65 is configured to generate a regional power grid control report corresponding to the scheduling mechanism according to the verification result.
In one embodiment, the cluster determining module 62 is further configured to perform feature extraction processing on the real-time operating frequency of the regional power grid to obtain a plurality of frequency variation indexes; and comparing the plurality of frequency variation indexes with preset frequency variation values in the preset frequency variation value group respectively, if the frequency variation indexes are larger than the preset frequency variation values, determining that the variation range of the real-time operation frequency exceeds the preset frequency variation values, and taking the regional power grid as a target regional power grid.
In one embodiment, the cluster determination module 62 is further configured to identify individual clusters of electrical devices in the target area grid; determining a correlation value of each power equipment cluster and the frequency change of a target area power grid; and taking the power equipment cluster with the correlation value exceeding the preset threshold value as a target power equipment cluster causing frequency change in the regional power grid.
In one embodiment, the information generation module 63 is further configured to determine a scheduling mechanism corresponding to the target power equipment cluster; acquiring a control instruction sending record of a scheduling mechanism from a preset database; and extracting the control instruction sent to the target power equipment cluster by the scheduling mechanism from the control instruction sending record as control instruction information.
In one embodiment, the command checking module 64 is further configured to correspond the control command information to the real-time operating frequency according to the time identifier; and correspondingly matching an expected control result corresponding to the control instruction information with an actual change result of the real-time operating frequency, and verifying the control instruction according to the matching result.
In one embodiment, the report generation module 65 is further configured to obtain a preset regional power grid control report template; and calling a template engine corresponding to the regional power grid control report template, acquiring corresponding matching result data from the execution result of the control instruction, adding the matching result data to the preset regional power grid control report template, and obtaining a control instruction execution report corresponding to the scheduling mechanism.
In one embodiment, the report generation module 65 is further configured to send the regional grid control report to a preset user terminal.
For specific limitations of the device for generating the regional power grid control report, reference may be made to the above limitations on the method for generating the regional power grid control report, and details are not described herein again. The modules in the device for generating the regional power grid control report may be implemented in whole or in part by software, hardware, or a combination thereof. The modules can be embedded in a hardware form or independent from a processor in the computer device, and can also be stored in a memory in the computer device in a software form, so that the processor can call and execute operations corresponding to the modules.
In one embodiment, a computer device is provided, which may be a server, the internal structure of which may be as shown in fig. 7. The computer device includes a processor, a memory, and a network interface connected by a system bus. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device comprises a nonvolatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, a computer program, and a database. The internal memory provides an environment for the operation of an operating system and computer programs in the non-volatile storage medium. The database of the computer device is used for storing the generation data of the regional power grid control report. The network interface of the computer device is used for communicating with an external terminal through a network connection. The computer program is executed by a processor to implement a method of generating a regional power grid control report.
Those skilled in the art will appreciate that the architecture shown in fig. 7 is merely a block diagram of some of the structures associated with the disclosed aspects and is not intended to limit the computing devices to which the disclosed aspects apply, as particular computing devices may include more or less components than those shown, or may combine certain components, or have a different arrangement of components.
In one embodiment, a computer device is provided, comprising a memory and a processor, the memory having a computer program stored therein, the processor implementing the following steps when executing the computer program:
acquiring the real-time operating frequency of a regional power grid;
if the variation range of the real-time operation frequency is detected not to belong to the preset variation range, determining a target power equipment cluster causing frequency variation from the regional power grid;
acquiring control instruction information generated by a scheduling mechanism for scheduling a target power equipment cluster;
according to the control instruction information, verifying a control instruction issued by a scheduling mechanism to the target power equipment cluster;
and generating a regional power grid control report corresponding to the dispatching mechanism according to the checking result.
In one embodiment, the processor, when executing the computer program, further performs the steps of: performing feature extraction processing on the real-time operating frequency of the regional power grid to obtain a plurality of frequency variation indexes; and comparing the plurality of frequency variation indexes with preset frequency variation values in the preset frequency variation value group respectively, if the frequency variation indexes are larger than the preset frequency variation values, determining that the variation range of the real-time operation frequency exceeds the preset frequency variation values, and taking the regional power grid as a target regional power grid.
In one embodiment, the processor, when executing the computer program, further performs the steps of: identifying each power equipment cluster in a target area power grid; determining a correlation value of each power equipment cluster and the frequency change of a target area power grid; and taking the power equipment cluster with the correlation value exceeding the preset threshold value as a target power equipment cluster causing frequency change in the regional power grid.
In one embodiment, the processor, when executing the computer program, further performs the steps of: determining a scheduling mechanism corresponding to the target power equipment cluster; acquiring a control instruction sending record of a scheduling mechanism from a preset database; and extracting the control instruction sent to the target power equipment cluster by the scheduling mechanism from the control instruction sending record as control instruction information.
In one embodiment, the processor, when executing the computer program, further performs the steps of: according to the time identification, the control instruction information corresponds to the real-time running frequency; and correspondingly matching an expected control result corresponding to the control instruction information with an actual change result of the real-time operating frequency, and verifying the control instruction according to the matching result.
In one embodiment, the processor, when executing the computer program, further performs the steps of: acquiring a preset regional power grid control report template; and calling a template engine corresponding to the regional power grid control report template, acquiring corresponding matching result data from the execution result of the control instruction, adding the matching result data to the preset regional power grid control report template, and obtaining a control instruction execution report corresponding to the scheduling mechanism.
In one embodiment, the processor, when executing the computer program, further performs the steps of: and sending the regional power grid control report to a preset user terminal.
In one embodiment, a computer-readable storage medium is provided, having a computer program stored thereon, which when executed by a processor, performs the steps of:
acquiring the real-time operating frequency of a regional power grid;
if the variation range of the real-time operation frequency is detected not to belong to the preset variation range, determining a target power equipment cluster causing frequency variation from the regional power grid;
acquiring control instruction information generated by a scheduling mechanism for scheduling a target power equipment cluster;
according to the control instruction information, verifying a control instruction issued by a scheduling mechanism to the target power equipment cluster;
and generating a regional power grid control report corresponding to the dispatching mechanism according to the checking result.
In one embodiment, the processor, when executing the computer program, further performs the steps of: performing feature extraction processing on the real-time operating frequency of the regional power grid to obtain a plurality of frequency variation indexes; and comparing the plurality of frequency variation indexes with preset frequency variation values in the preset frequency variation value group respectively, if the frequency variation indexes are larger than the preset frequency variation values, determining that the variation range of the real-time operation frequency exceeds the preset frequency variation values, and taking the regional power grid as a target regional power grid.
In one embodiment, the computer program when executed by the processor further performs the steps of: identifying each power equipment cluster in a target area power grid; determining a correlation value of each power equipment cluster and the frequency change of a target area power grid; and taking the power equipment cluster with the correlation value exceeding the preset threshold value as a target power equipment cluster causing frequency change in the regional power grid.
In one embodiment, the computer program when executed by the processor further performs the steps of: determining a scheduling mechanism corresponding to the target power equipment cluster; acquiring a control instruction sending record of a scheduling mechanism from a preset database; and extracting the control instruction sent to the target power equipment cluster by the scheduling mechanism from the control instruction sending record as control instruction information.
In one embodiment, the computer program when executed by the processor further performs the steps of: according to the time identification, the control instruction information corresponds to the real-time running frequency; and correspondingly matching an expected control result corresponding to the control instruction information with an actual change result of the real-time operating frequency, and verifying the control instruction according to the matching result.
In one embodiment, the computer program when executed by the processor further performs the steps of: acquiring a preset regional power grid control report template; and calling a template engine corresponding to the regional power grid control report template, acquiring corresponding matching result data from the execution result of the control instruction, adding the matching result data to the preset regional power grid control report template, and obtaining a control instruction execution report corresponding to the scheduling mechanism.
In one embodiment, the computer program when executed by the processor further performs the steps of: and sending the regional power grid control report to a preset user terminal.
It will be understood by those skilled in the art that all or part of the processes of the methods of the embodiments described above can be implemented by hardware instructions of a computer program, which can be stored in a non-volatile computer-readable storage medium, and when executed, can include the processes of the embodiments of the methods described above. Any reference to memory, storage, database or other medium used in the embodiments provided herein can include at least one of non-volatile and volatile memory. Non-volatile Memory may include Read-Only Memory (ROM), magnetic tape, floppy disk, flash Memory, optical storage, or the like. Volatile Memory can include Random Access Memory (RAM) or external cache Memory. By way of illustration and not limitation, RAM can take many forms, such as Static Random Access Memory (SRAM) or Dynamic Random Access Memory (DRAM), among others.
The technical features of the above embodiments can be arbitrarily combined, and for the sake of brevity, all possible combinations of the technical features in the above embodiments are not described, but should be considered as the scope of the present specification as long as there is no contradiction between the combinations of the technical features.
The above examples only express several embodiments of the present application, and the description thereof is more specific and detailed, but not construed as limiting the scope of the invention. It should be noted that, for a person skilled in the art, several variations and modifications can be made without departing from the concept of the present application, which falls within the scope of protection of the present application. Therefore, the protection scope of the present patent shall be subject to the appended claims.

Claims (10)

1. A method for generating a regional power grid control report, the method comprising:
acquiring the real-time operating frequency of a regional power grid;
if the variation range of the real-time operation frequency is detected not to belong to a preset variation range, determining a target power equipment cluster causing frequency variation from the regional power grid;
acquiring control instruction information generated by a scheduling mechanism for scheduling the target power equipment cluster;
according to the control instruction information, verifying the control instruction issued by the dispatching mechanism to the target power equipment cluster;
and generating a regional power grid control report corresponding to the dispatching mechanism according to the checking result.
2. The method of claim 1, wherein the detecting that the variation range of the real-time operating frequency does not belong to a preset variation range comprises:
performing feature extraction processing on the real-time operating frequency of the regional power grid to obtain a plurality of frequency variation indexes;
and comparing the plurality of frequency variation indexes with preset frequency variation values in the preset frequency variation value group respectively, if the frequency variation indexes are larger than the preset frequency variation values, determining that the variation range of the real-time running frequency exceeds the preset frequency variation values, and taking the regional power grid as a target regional power grid.
3. The method of claim 2, wherein the determining a target electrical device cluster causing a frequency change from the regional power grid comprises:
identifying each power equipment cluster in the target regional power grid;
determining a correlation value between each power equipment cluster and the frequency change of the target area power grid;
and taking the power equipment cluster with the correlation value exceeding a preset threshold value as a target power equipment cluster causing frequency change in the regional power grid.
4. The method according to claim 1, wherein the obtaining of the control instruction information generated by the scheduling mechanism for scheduling the target power equipment cluster comprises:
determining a scheduling mechanism corresponding to the target power equipment cluster;
acquiring a control instruction sending record of the scheduling mechanism from a preset database;
and extracting the control instruction sent to the target power equipment cluster by the dispatching mechanism from the control instruction sending record as the control instruction information.
5. The method according to claim 4, wherein the control command information carries a time identifier;
the verifying the control instruction issued by the dispatching mechanism to the target power equipment cluster according to the control instruction information includes:
according to the time identification, the control instruction information corresponds to the real-time running frequency;
and correspondingly matching an expected control result corresponding to the control instruction information with an actual change result of the real-time operating frequency, and verifying the control instruction according to the matching result.
6. The method of claim 5, wherein generating the regional power grid control report corresponding to the dispatching authority according to the verification result comprises:
acquiring a preset regional power grid control report template;
and calling a template engine corresponding to the regional power grid control report template, acquiring corresponding matching result data from the execution result of the control instruction, adding the matching result data to the preset regional power grid control report template, and obtaining a control instruction execution report corresponding to the dispatching mechanism.
7. The method according to claim 6, further comprising, after generating a regional power grid control report corresponding to the dispatching authority according to the verified result, the method further comprising:
and sending the regional power grid control report to a preset user terminal.
8. An apparatus for generating a regional power grid control report, the apparatus comprising:
the frequency acquisition module is used for acquiring the real-time operating frequency of the regional power grid;
the cluster determining module is used for determining a target power equipment cluster causing frequency change from the regional power grid if the change range of the real-time running frequency is detected not to belong to a preset change range;
the information generation module is used for acquiring control instruction information generated by scheduling the target power equipment cluster by the scheduling mechanism;
the instruction checking module is used for checking the control instruction issued by the dispatching mechanism to the target power equipment cluster according to the control instruction information;
and the report generation module is used for generating a regional power grid control report corresponding to the dispatching mechanism according to the verification result.
9. A computer device comprising a memory and a processor, the memory storing a computer program, characterized in that the processor, when executing the computer program, implements the steps of the method of any of claims 1 to 7.
10. A computer-readable storage medium, on which a computer program is stored, which, when being executed by a processor, carries out the steps of the method of any one of claims 1 to 7.
CN202011570669.6A 2020-12-26 2020-12-26 Regional power grid control report generation method and device and computer equipment Active CN112737120B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202011570669.6A CN112737120B (en) 2020-12-26 2020-12-26 Regional power grid control report generation method and device and computer equipment

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202011570669.6A CN112737120B (en) 2020-12-26 2020-12-26 Regional power grid control report generation method and device and computer equipment

Publications (2)

Publication Number Publication Date
CN112737120A true CN112737120A (en) 2021-04-30
CN112737120B CN112737120B (en) 2024-03-22

Family

ID=75616806

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202011570669.6A Active CN112737120B (en) 2020-12-26 2020-12-26 Regional power grid control report generation method and device and computer equipment

Country Status (1)

Country Link
CN (1) CN112737120B (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114254879A (en) * 2021-11-30 2022-03-29 南方电网数字电网研究院有限公司 Multi-sensor information fusion power equipment safety diagnosis method and device

Citations (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH02231930A (en) * 1989-03-03 1990-09-13 Hitachi Ltd Alarm controller
JPH07336901A (en) * 1994-06-07 1995-12-22 Toshiba Corp Frequency controller for power system
CN103151801A (en) * 2012-02-14 2013-06-12 国电南瑞科技股份有限公司 Automatic gain control (AGC) unit coordination control method based on fire-water power joint optimization scheduling
CN104578174A (en) * 2014-11-19 2015-04-29 国家电网公司 Master station AGC unit control method based on instructions
CN106329730A (en) * 2016-09-14 2017-01-11 国网江苏省电力公司连云港供电公司 Substation monitoring information automatic acceptance system based on intelligent power grid scheduling system
CN106463961A (en) * 2014-04-15 2017-02-22 迅应科技有限公司 Frequency response
CN106841854A (en) * 2016-12-30 2017-06-13 国网山东省电力公司鄄城县供电公司 Power equipment safety monitoring method and system
CN106961110A (en) * 2017-04-25 2017-07-18 广东电网有限责任公司电力调度控制中心 Method for automatic controlling voltage of electrical power and system
CN107086595A (en) * 2017-05-31 2017-08-22 河北冀研能源科学技术研究院有限公司 Response method and system of the energy-storage system to power station primary frequency modulation in a kind of power station
CN109640055A (en) * 2018-12-28 2019-04-16 神思电子技术股份有限公司 A kind of dispatching device and method of the collaborative work of video monitoring equipment cluster
CN110190635A (en) * 2019-06-28 2019-08-30 中国南方电网有限责任公司 More power dispatching station AGC of frequency modulation assisted hatching are supported to unify frequency modulation control methods, devices and systems
CN110460076A (en) * 2019-08-23 2019-11-15 南京国电南自电网自动化有限公司 The automatic checkout system and method for grid side energy storage Monitor Process control system
CN110889237A (en) * 2019-12-05 2020-03-17 中国南方电网有限责任公司 Ring network diagram management method and device, computer equipment and storage medium

Patent Citations (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH02231930A (en) * 1989-03-03 1990-09-13 Hitachi Ltd Alarm controller
JPH07336901A (en) * 1994-06-07 1995-12-22 Toshiba Corp Frequency controller for power system
CN103151801A (en) * 2012-02-14 2013-06-12 国电南瑞科技股份有限公司 Automatic gain control (AGC) unit coordination control method based on fire-water power joint optimization scheduling
CN106463961A (en) * 2014-04-15 2017-02-22 迅应科技有限公司 Frequency response
CN104578174A (en) * 2014-11-19 2015-04-29 国家电网公司 Master station AGC unit control method based on instructions
CN106329730A (en) * 2016-09-14 2017-01-11 国网江苏省电力公司连云港供电公司 Substation monitoring information automatic acceptance system based on intelligent power grid scheduling system
CN106841854A (en) * 2016-12-30 2017-06-13 国网山东省电力公司鄄城县供电公司 Power equipment safety monitoring method and system
CN106961110A (en) * 2017-04-25 2017-07-18 广东电网有限责任公司电力调度控制中心 Method for automatic controlling voltage of electrical power and system
CN107086595A (en) * 2017-05-31 2017-08-22 河北冀研能源科学技术研究院有限公司 Response method and system of the energy-storage system to power station primary frequency modulation in a kind of power station
CN109640055A (en) * 2018-12-28 2019-04-16 神思电子技术股份有限公司 A kind of dispatching device and method of the collaborative work of video monitoring equipment cluster
CN110190635A (en) * 2019-06-28 2019-08-30 中国南方电网有限责任公司 More power dispatching station AGC of frequency modulation assisted hatching are supported to unify frequency modulation control methods, devices and systems
CN110460076A (en) * 2019-08-23 2019-11-15 南京国电南自电网自动化有限公司 The automatic checkout system and method for grid side energy storage Monitor Process control system
CN110889237A (en) * 2019-12-05 2020-03-17 中国南方电网有限责任公司 Ring network diagram management method and device, computer equipment and storage medium

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114254879A (en) * 2021-11-30 2022-03-29 南方电网数字电网研究院有限公司 Multi-sensor information fusion power equipment safety diagnosis method and device
CN114254879B (en) * 2021-11-30 2023-10-20 南方电网数字电网研究院有限公司 Multi-sensor information fusion type power equipment safety diagnosis method and device

Also Published As

Publication number Publication date
CN112737120B (en) 2024-03-22

Similar Documents

Publication Publication Date Title
CN109032829B (en) Data anomaly detection method and device, computer equipment and storage medium
CN115865649B (en) Intelligent operation and maintenance management control method, system and storage medium
CN110391840B (en) Method and system for judging abnormality of telemetry parameters of sun synchronous orbit satellite
CN116360377B (en) Data processing method for battery cell formation component capacity and distributed control system
CN111581191B (en) Nuclear safety data verification method, device, computer equipment and storage medium
CN111080484A (en) Method and device for monitoring abnormal data of power distribution network
CN112734141B (en) Diversified load interval prediction method and device
CN113746425B (en) Photovoltaic inverter parameter anomaly analysis method and system
CN112737120A (en) Generation method and device of regional power grid control report and computer equipment
CN116345690B (en) Power monitoring false alarm identification method and system based on power supply system equipment list
CN117331790A (en) Machine room fault detection method and device for data center
CN112444697A (en) Power line information monitoring system and method
CN112965990A (en) Low-voltage contact cabinet fault solution generation method and device
CN111177488B (en) Metering equipment maintenance processing method and device, computer equipment and storage medium
CN111614504A (en) Power grid regulation and control data center service characteristic fault positioning method and system based on time sequence and fault tree analysis
CN116381542A (en) Health diagnosis method and device of power supply equipment based on artificial intelligence
CN113472881B (en) Statistical method and device for online terminal equipment
CN115018220A (en) Household appliance fault prediction method and system based on knowledge graph
CN113570473B (en) Equipment fault monitoring method, device, computer equipment and storage medium
CN113591266A (en) Method and system for analyzing fault probability of electric energy meter
CN114720128A (en) Electromagnetic bearing control method, device and system
CN114037285A (en) Distribution network automation application success analysis method and related system
CN112131210A (en) Data identification method, device, server and storage medium
CN112215067A (en) Protection action analysis method and device, electronic equipment and storage medium
CN112417363B (en) Load analysis method and system for transformer substation

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant