CN112398227A - Automatic alarm method for transformer load rate based on D5000 power grid dispatching system - Google Patents
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- 230000003213 activating effect Effects 0.000 claims 2
- 238000012423 maintenance Methods 0.000 abstract description 32
- 238000012544 monitoring process Methods 0.000 abstract description 11
- 230000002159 abnormal effect Effects 0.000 abstract description 5
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J13/00—Circuit 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
- H02J13/00001—Circuit 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]
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J13/00—Circuit 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
- H02J13/00002—Circuit 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
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J13/00—Circuit 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
- H02J13/00032—Systems characterised by the controlled or operated power network elements or equipment, the power network elements or equipment not otherwise provided for
- H02J13/00034—Systems characterised by the controlled or operated power network elements or equipment, the power network elements or equipment not otherwise provided for the elements or equipment being or involving an electric power substation
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E60/00—Enabling technologies; Technologies with a potential or indirect contribution to GHG emissions mitigation
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y04—INFORMATION OR COMMUNICATION TECHNOLOGIES HAVING AN IMPACT ON OTHER TECHNOLOGY AREAS
- Y04S—SYSTEMS INTEGRATING TECHNOLOGIES RELATED TO POWER NETWORK OPERATION, COMMUNICATION OR INFORMATION TECHNOLOGIES FOR IMPROVING THE ELECTRICAL POWER GENERATION, TRANSMISSION, DISTRIBUTION, MANAGEMENT OR USAGE, i.e. SMART GRIDS
- Y04S10/00—Systems supporting electrical power generation, transmission or distribution
- Y04S10/16—Electric power substations
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Abstract
The invention discloses an automatic alarm method of transformer load rate based on a D5000 power grid dispatching system, which alarms when the current load rate of a transformer exceeds a threshold value and the transformers corresponding to two days are all in working states by judging the difference value of the current load rate of the transformer and the load rate of yesterday at the same moment in real time. Therefore, operation and maintenance monitoring personnel can find the problem of the abnormal load of the transformer as soon as possible and deal with the problem as soon as possible, and potential safety hazards are avoided. The function of automatic alarming of the load rate of the transformer in the D5000 power grid dispatching system is realized, the safe and reliable operation of the power grid is guaranteed, the workload of automatic maintenance personnel is reduced, and the working efficiency is improved; according to the automatic alarming method, the workload of operation and maintenance personnel is reduced, the efficiency is improved, the safe and reliable operation of a power grid is guaranteed, the accuracy of the load rate statistical result of the electrical equipment of the transformer substation is improved, the workload of automatic maintenance personnel is reduced, the working efficiency is improved, and the operation and maintenance monitoring personnel can find the problem of load abnormality of the transformer as soon as possible.
Description
Technical Field
The invention relates to the technical field of power grid operation and maintenance, in particular to an automatic alarm method for transformer load rate based on a D5000 power grid dispatching system.
Background
In recent years, the number of substations connected to a D5000 grid dispatching system has increased explosively. The load rate of each electrical device in the existing D5000 power grid dispatching system needs to be manually inquired, and needs to be manually maintained by automatic operation and maintenance personnel. With the continuous expansion of the power grid scale, the monitoring range of the equipment is increased day by day, the maintenance amount is increased continuously, and the problems of large workload and low efficiency exist. Through the manual inquiry mode of operation and maintenance personnel, human errors are easy to occur, the accuracy of statistical data results is poor, and the normal monitoring of a power grid is influenced.
In the daily operation and maintenance process of the transformer substation, the load rate of the transformer is an important operation and maintenance index, and with the increase of the number of the transformer substations accessed into the D5000 power grid dispatching system, it is difficult to meet the requirement that each transformer substation is equipped with an operation and maintenance worker, and the D5000 power grid dispatching system does not have the function of automatic alarm of the load rate of the transformer, so that the operation and maintenance worker can inquire the operation and maintenance manually, and the workload is large, the efficiency is low, and the operation stability of the power grid is poor.
Therefore, how to develop an automatic alarm method for the load factor of the transformer becomes a problem to be solved urgently.
Disclosure of Invention
In view of the above, the invention provides an automatic alarm method for transformer load rate based on a D5000 power grid dispatching system, so as to solve the problems of poor stability of power grid operation and the like caused by large workload, low efficiency and the like in the traditional operation and maintenance mode of manual inquiry.
The technical scheme provided by the invention is specifically that an automatic alarm method for transformer load rate based on a D5000 power grid dispatching system comprises the following steps:
s1: periodically acquiring and storing real-time load rate data of a transformer in the D5000 power grid dispatching system;
s2: acquiring load rate data corresponding to the transformer at the same time yesterday;
s3: subtracting the real-time load rate data from load rate data corresponding to the same time of yesterday to obtain a load rate difference value;
s4: judging the working states of the transformer at the present day and yesterday according to the real-time load rate data and the load rate data corresponding to the same time at yesterday;
s5: and starting/not starting the alarm according to the load rate difference value and the working states of the transformer today and yesterday.
Preferably, the step of periodically acquiring and storing the real-time load rate data of the transformer in the D5000 power grid dispatching system specifically includes:
s101: acquiring real-time load rate data of a transformer in the D5000 power grid dispatching system by periodically calling a real-time library interface in the D5000 power grid dispatching system;
s102: and storing the acquired real-time load rate data.
Further preferably, the step of storing the acquired real-time load rate data includes:
s1021: the obtained real-time load rate data is sorted and filtered, and effective data information is screened;
s1022: and assigning the screened effective data information to the constructed structural body, and loading the final structural body into a vector container to finish storage after all information in the structural body is initialized.
Further preferably, the valid data information is load rate data information of the target transformer.
Further preferably, the step of obtaining the load rate data corresponding to the transformer at the same time of yesterday specifically comprises:
loading records and dates to be inquired into the structural body type provided by the sampling inquiry service according to the uniform format of the D5000 power grid dispatching system sampling data inquiry service interface;
and calling a sampling query service, packaging the data of the sampling query into a self-defined structure body, and storing the data into a historical data vector container.
Further preferably, the sampling query service is obtained through a service bus and resource positioning and provided by the data _ srv host.
Preferably, the step of subtracting the real-time load rate data from the load rate data corresponding to yesterday at the same time to obtain the load rate difference specifically includes:
traversing the records of the real-time data vector container, and matching each record with the historical data vector container to obtain a result corresponding to the same time of yesterday;
and (4) subtracting the load rate real-time value from the historical value at the same time of yesterday, and calculating a load rate difference value.
Further preferably, the records of the real-time data vector container are traversed, and a binary search method is adopted to carry out fast-out matching on each record in the result corresponding to the historical data vector container at the same time of yesterday.
Further preferably, the step of starting/not starting an alarm according to the load rate difference and the working states of the transformer today and yesterday specifically comprises:
comparing the load rate difference with a threshold value, and starting an alarm when the load rate difference is greater than the threshold value and the transformer is in a working state today and yesterday; otherwise, no alarm is started.
Further preferably, the alarm specifically includes:
and packaging the content according to the alarm service specification, calling an alarm service client interface, transmitting the packaged structural body into the client interface as an input parameter, and sending the alarm content to a service terminal for processing and warehousing.
Further preferably, the alarm content includes: the method comprises the following steps of exceeding the limit time, the load rate value of today, the load rate value of the same time of yesterday and the difference value between the real-time load rate and the yesterday history.
Further preferably, the warehousing specifically comprises: and calling the real-time library service for updating or writing the record with the load rate difference value of more than 20% between the current day and the yesterday.
According to the automatic alarm method for the load rate of the transformer based on the D5000 power grid dispatching system, the difference value between the current load rate of the transformer and the load rate of the transformer at the same time of yesterday is judged in real time, and when the current load rate of the transformer exceeds a threshold value and the transformers corresponding to two days are in working states, an alarm is given. Therefore, operation and maintenance monitoring personnel can find the problem of the abnormal load of the transformer as soon as possible and deal with the problem as soon as possible, and potential safety hazards are avoided. The function of automatic alarm of the load rate of the transformer in the D5000 power grid dispatching system is realized, the safe and reliable operation of the power grid is guaranteed, the workload of automatic maintenance personnel is reduced, and the working efficiency is improved.
The automatic alarm method for the transformer load rate based on the D5000 power grid dispatching system provided by the invention has the advantages that the workload of operation and maintenance personnel is reduced, the efficiency is improved, the safe and reliable operation of a power grid is guaranteed, the accuracy of the load rate statistical result of electrical equipment of a transformer substation is improved, the workload of automatic maintenance personnel is reduced, the working efficiency is improved, and the operation and maintenance monitoring personnel can be helped to find the problem of abnormal transformer load as soon as possible.
It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the disclosure.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the invention and together with the description, serve to explain the principles of the invention.
In order to more clearly illustrate the embodiments or technical solutions in the prior art of the present invention, the drawings used in the description of the embodiments or prior art will be briefly described below, and it is obvious for those skilled in the art that other drawings can be obtained based on these drawings without creative efforts.
Fig. 1 is a schematic flow chart of an automatic alarm method for transformer load rate based on a D5000 power grid dispatching system according to an embodiment of the disclosure;
fig. 2 is a schematic flowchart of step S1 in an automatic alarm method for transformer load rate based on a D5000 power grid dispatching system according to an embodiment of the present disclosure;
fig. 3 is a schematic flowchart of step S102 in an automatic alarm method for transformer load rate based on a D5000 power grid scheduling system according to an embodiment of the present disclosure;
fig. 4 is a schematic flowchart of step S2 in an automatic alarm method for transformer load rate based on a D5000 power grid dispatching system according to an embodiment of the present disclosure;
fig. 5 is a schematic flowchart of step S3 in an automatic alarm method for transformer load rate based on a D5000 power grid dispatching system according to an embodiment of the present disclosure.
Detailed Description
Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, like numbers in different drawings represent the same or similar elements unless otherwise indicated. The embodiments described in the following exemplary embodiments do not represent all embodiments consistent with the present invention. Rather, they are merely examples of methods consistent with certain aspects of the invention, as detailed in the appended claims.
In the past, when operation and maintenance monitoring personnel adopt a D5000 power grid dispatching system to perform operation and maintenance monitoring work, because the 5000 power grid dispatching system does not have automatic alarm of the load rate of the transformer, the operation and maintenance monitoring personnel need to manually inquire the load rate of each transformer when working on a weekday, because each operation and maintenance monitoring personnel needs to simultaneously perform operation and maintenance of the transformers in a plurality of substations, the workload is large, the abnormity of the load rate of the transformer cannot be timely found, the operation and maintenance are delayed, and due to manual inquiry, human errors such as omission often occur, the operation of a power grid is unstable, and the reliability is poor.
Therefore, the embodiment provides an automatic alarm method for transformer load rate based on a D5000 power grid dispatching system, which increases an automatic alarm function for transformer load rate on the basis of the D5000 power grid dispatching system, and the automatic alarm method, as shown in fig. 1, includes the following steps:
s1: periodically acquiring and storing real-time load rate data of a transformer in a D5000 power grid dispatching system;
s2: acquiring load rate data corresponding to the transformer at the same time yesterday;
s3: subtracting the real-time load rate data from the load rate data corresponding to the same time of yesterday to obtain a load rate difference value;
s4: judging the working states of the transformer at present and yesterday according to the real-time load rate data and the load rate data corresponding to yesterday at the same moment;
s5: and starting/not starting the alarm according to the load rate difference and the working state of the transformer today and yesterday.
According to the alarming method provided by the embodiment, the real-time load rate of the transformer is periodically acquired, yesterday transformer load rate historical information is acquired, the periodic comparison is carried out on the yesterday load rate deviation of today, abnormal difference of the transformer load rate can be visually displayed through a human-computer interface of the D5000 power grid dispatching system, operation and maintenance monitoring personnel are prompted to pay attention to the abnormality as soon as possible, potential fault risks of the power system are found, handling is carried out as soon as possible, potential safety hazards are avoided, and safe and reliable operation of the power grid is guaranteed.
In addition, the conditions of maintenance, power failure non-working state and the like can be intelligently judged in the alarm method, the condition of load rate deviation abnormity caused by transformer power failure, maintenance and the like is eliminated, the interference to operation and maintenance personnel is reduced, and the accuracy of the load rate statistical result of the electrical equipment of the transformer substation is improved.
In the above method, step S1: the method comprises the steps of periodically acquiring and storing real-time load rate data of a transformer in a D5000 power grid dispatching system, and in specific implementation, referring to fig. 2, the method can be carried out according to the following steps:
s101: acquiring real-time load rate data of a transformer in the D5000 power grid dispatching system by periodically calling a real-time library interface in the 5000 power grid dispatching system;
s102: and storing the acquired real-time load rate data.
Because the load rate value of the transformer exists in the D5000 power grid dispatching system, in order to simplify the process of obtaining the load rate and reduce the process of calculation, the real-time load rate data of the transformer in the D5000 power grid dispatching system is obtained directly by calling a real-time library interface, the efficiency is improved, and the investment cost is reduced.
Step S102: storing the acquired real-time load rate data, as shown in fig. 3, may be performed according to the following steps:
s1021: the obtained real-time load rate data is sorted and filtered, and effective data information is screened;
s1022: and assigning the screened effective data information to the constructed structural body, and loading the final structural body into a vector container to finish storage after all information in the structural body is initialized.
Each record obtained from the real-time library is processed according to the method. And after all the real-time library records are processed according to the method, performing subsequent other functional processing.
Wherein, S1021: the method mainly comprises the steps of sorting and filtering the acquired real-time load rate data and screening effective data information, wherein the acquired transformer information is sorted and filtered, equipment information is excluded, and the specific sorting and filtering method adopts the existing method such as condition matching filtering and the like.
The effective data information is load rate data information of the target transformer.
Referring to fig. 4, step S2: the specific process for acquiring the load rate data corresponding to the transformer at the same time of yesterday is as follows:
s201: loading records and dates to be inquired into the structural body type provided by the sampling inquiry service according to the uniform format of the D5000 power grid dispatching system sampling data inquiry service interface;
s202: and calling a sampling query service, packaging the data of the sampling query into a self-defined structure body, and storing the data into a historical data vector container.
The method comprises the steps that records in a vector container are processed and packaged into a sampling query service parameter input structure one by one, when all parameters of the sampling query service are packaged to be correct, a module can call the sampling service, the sampling query service is provided by a data _ srv host, and after the service processing is finished, a result is returned to the module. The function module analyzes the returned result according to a specified format, packages the data into a self-defined structure body, and stores the data into a historical data result vector container (historical data vector container for short), and the subsequent logic processing unit performs subsequent processing on the container.
Referring to fig. 5, step S3: subtracting the real-time load rate data from the load rate data corresponding to the same time of yesterday, wherein the specific process of acquiring the load rate difference value is as follows:
s301: traversing the records of the real-time data vector container, and matching each record with the historical data vector container to obtain a result corresponding to the same time of yesterday;
s302: and (4) subtracting the load rate real-time value from the historical value at the same time of yesterday, and calculating a load rate difference value.
The matching work uses a binary search method to carry out rapid matching, then the real-time value of the load rate and the historical value of yesterday at the same moment are calculated, and the difference value of the load rate is calculated.
Step S4: according to the real-time load rate data and the load rate data corresponding to the same moment of yesterday, the specific process of judging the working state of the transformer at the present day and yesterday is as follows: the transformer is judged to be in a working state or in a non-working state such as maintenance and power failure by identifying information such as a measured value, a measurement state, a quality code and the like corresponding to the real-time load rate data and the load rate data at the same time of yesterday, so that the condition that the load rate deviation is abnormal due to the power failure, the maintenance and the like of the transformer is eliminated.
Step S5: according to the load rate difference value and the working states of the transformer today and yesterday, the process of starting/not starting the alarm specifically comprises the following steps: comparing the load rate difference with a threshold value, and starting an alarm when the load rate difference is greater than the threshold value and the transformer is in a working state today and yesterday; otherwise, no alarm is started.
In practical application, the threshold is set to 20%, at this time, if the load rate difference is less than 20%, no relevant processing is performed, and if the load rate difference is greater than 20%, an alarm and real-time library updating are performed.
The specific process is as follows: firstly, packaging the content according to an alarm service specification, then calling an alarm service client interface, introducing the packaged structure as an input parameter into the client interface, sending the alarm content to a service terminal for processing and warehousing, wherein the alarm content comprises out-of-limit time, a load rate value of today, a load rate value of yesterday at the same time, and a real-time load rate and a yesterday history difference value. And calling the record with the load rate difference value of more than 20% between the current day and the yesterday to a real-time library service for updating or writing, and quickly checking the transformer information with the load rate difference value exceeding the limit value from the real-time library.
Other embodiments of the invention will be apparent to those skilled in the art from consideration of the specification and practice of the invention disclosed herein. This application is intended to cover any variations, uses, or adaptations of the invention following, in general, the principles of the invention and including such departures from the present disclosure as come within known or customary practice within the art to which the invention pertains. It is intended that the specification and examples be considered as exemplary only, with a true scope and spirit of the invention being indicated by the following claims.
It is to be understood that the present invention is not limited to what has been described above, and that various modifications and changes may be made without departing from the scope thereof. The scope of the invention is limited only by the appended claims.
Claims (12)
1. An automatic alarm method for transformer load rate based on a D5000 power grid dispatching system is characterized by comprising the following steps:
s1: periodically acquiring and storing real-time load rate data of a transformer in the D5000 power grid dispatching system;
s2: acquiring load rate data corresponding to the transformer at the same time yesterday;
s3: subtracting the real-time load rate data from load rate data corresponding to the same time of yesterday to obtain a load rate difference value;
s4: judging the working states of the transformer at the present day and yesterday according to the real-time load rate data and the load rate data corresponding to the same time at yesterday;
s5: and starting/not starting the alarm according to the load rate difference value and the working states of the transformer today and yesterday.
2. The automatic alarm method for the load rate of the transformer based on the D5000 power grid dispatching system according to claim 1, wherein the step of periodically acquiring and storing the real-time load rate data of the transformer in the D5000 power grid dispatching system specifically comprises:
s101: acquiring real-time load rate data of a transformer in the D5000 power grid dispatching system by periodically calling a real-time library interface in the D5000 power grid dispatching system;
s102: and storing the acquired real-time load rate data.
3. The automatic alarm method for the load rate of the transformer based on the D5000 power grid scheduling system according to claim 2, wherein the step of storing the acquired real-time load rate data is specifically:
s1021: the obtained real-time load rate data is sorted and filtered, and effective data information is screened;
s1022: and assigning the screened effective data information to the constructed structural body, and loading the final structural body into a vector container to finish storage after all information in the structural body is initialized.
4. The automatic alarm method for the transformer load rate based on the D5000 power grid dispatching system as claimed in claim 3, wherein the valid data information is load rate data information of a target transformer.
5. The automatic alarm method for the transformer load rate based on the D5000 power grid scheduling system as claimed in claim 1, wherein the step of obtaining the load rate data corresponding to the transformer at the same time yesterday specifically comprises:
s201: loading records and dates to be inquired into the structural body type provided by the sampling inquiry service according to the uniform format of the D5000 power grid dispatching system sampling data inquiry service interface;
s202: and calling a sampling query service, packaging the data of the sampling query into a self-defined structure body, and storing the data into a historical data vector container.
6. The automatic alarm method for the transformer load rate based on the D5000 power grid dispatching system as claimed in claim 5, wherein the sampling query service is obtained through a service bus and resource location and is provided on a data _ srv host.
7. The automatic alarm method for the transformer load rate based on the D5000 power grid scheduling system according to claim 1, wherein the step of subtracting the real-time load rate data from the load rate data corresponding to yesterday at the same time to obtain the load rate difference specifically comprises:
traversing the records of the real-time data vector container, and matching each record with the historical data vector container to obtain a result corresponding to the same time of yesterday;
and (4) subtracting the load rate real-time value from the historical value at the same time of yesterday, and calculating a load rate difference value.
8. The automatic alarm method for the transformer load rate based on the D5000 power grid scheduling system as claimed in claim 7, wherein the records of the real-time data vector container are traversed, and a binary search method is adopted for fast-out matching in the process that each record is matched with the historical data vector container to obtain a corresponding result at the same time of yesterday.
9. The automatic alarm method for the transformer load rate based on the D5000 power grid scheduling system according to claim 1, wherein the step of activating/not activating an alarm according to the load rate difference and the working states of the transformer today and yesterday is specifically:
comparing the load rate difference with a threshold value, and starting an alarm when the load rate difference is greater than the threshold value and the transformer is in a working state today and yesterday; otherwise, no alarm is started.
10. The automatic alarm method for the transformer load rate based on the D5000 power grid dispatching system according to claim 1, wherein the alarm is specifically:
and packaging the content according to the alarm service specification, calling an alarm service client interface, transmitting the packaged structural body into the client interface as an input parameter, and sending the alarm content to a service terminal for processing and warehousing.
11. The automatic alarm method for transformer load rate based on D5000 power grid dispatching system as claimed in claim 10, wherein the alarm content comprises: the method comprises the following steps of exceeding the limit time, the load rate value of today, the load rate value of the same time of yesterday and the difference value between the real-time load rate and the yesterday history.
12. The automatic alarm method for the transformer load factor based on the D5000 power grid scheduling system according to claim 10, wherein the warehousing specifically includes: and calling the real-time library service for updating or writing the record with the load rate difference value of more than 20% between the current day and the yesterday.
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