CN116455078A - Intelligent operation and maintenance management and control platform for power distribution network - Google Patents
Intelligent operation and maintenance management and control platform for power distribution network Download PDFInfo
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- CN116455078A CN116455078A CN202310475621.4A CN202310475621A CN116455078A CN 116455078 A CN116455078 A CN 116455078A CN 202310475621 A CN202310475621 A CN 202310475621A CN 116455078 A CN116455078 A CN 116455078A
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- 238000009826 distribution Methods 0.000 title claims abstract description 74
- 238000012423 maintenance Methods 0.000 title claims abstract description 63
- 238000012545 processing Methods 0.000 claims abstract description 30
- 238000007726 management method Methods 0.000 claims abstract description 20
- 238000013523 data management Methods 0.000 claims abstract description 4
- 238000012163 sequencing technique Methods 0.000 claims abstract description 4
- 238000004590 computer program Methods 0.000 claims description 17
- 230000006870 function Effects 0.000 claims description 11
- 238000003860 storage Methods 0.000 claims description 9
- 238000012360 testing method Methods 0.000 claims description 3
- 230000000694 effects Effects 0.000 abstract description 3
- 230000000737 periodic effect Effects 0.000 abstract description 3
- 238000000034 method Methods 0.000 description 26
- 238000010586 diagram Methods 0.000 description 13
- 238000004891 communication Methods 0.000 description 6
- 230000008569 process Effects 0.000 description 5
- 230000008878 coupling Effects 0.000 description 3
- 238000010168 coupling process Methods 0.000 description 3
- 238000005859 coupling reaction Methods 0.000 description 3
- 238000011156 evaluation Methods 0.000 description 2
- 230000006872 improvement Effects 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 230000003287 optical effect Effects 0.000 description 2
- 230000000750 progressive effect Effects 0.000 description 2
- 108010001267 Protein Subunits Proteins 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
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- 230000007613 environmental effect Effects 0.000 description 1
- 238000004519 manufacturing process Methods 0.000 description 1
- 239000000463 material Substances 0.000 description 1
- 238000005259 measurement Methods 0.000 description 1
- 238000011158 quantitative evaluation Methods 0.000 description 1
- 238000012502 risk assessment Methods 0.000 description 1
- 238000004088 simulation Methods 0.000 description 1
- 239000002699 waste material Substances 0.000 description 1
Classifications
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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
- H02J13/00006—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 information or instructions transport means between the monitoring, controlling or managing units and monitored, controlled or operated power network element or electrical equipment
- H02J13/00016—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 information or instructions transport means between the monitoring, controlling or managing units and monitored, controlled or operated power network element or electrical equipment using a wired telecommunication network or a data transmission bus
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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
- H02J13/00036—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 switches, relays or circuit breakers
- H02J13/0004—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 switches, relays or circuit breakers involved in a protection system
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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
- Y04S10/50—Systems or methods supporting the power network operation or management, involving a certain degree of interaction with the load-side end user applications
Landscapes
- Engineering & Computer Science (AREA)
- Power Engineering (AREA)
- Computer Networks & Wireless Communication (AREA)
- Supply And Distribution Of Alternating Current (AREA)
Abstract
The invention discloses an intelligent operation and maintenance management and control platform for a power distribution network, which comprises the following components: the data acquisition module is used for accessing the power distribution network according to a preset rule period to acquire operation data of a plurality of power distribution areas; the data management module is used for carrying out time marking on the section of data through a time encoder based on the acquired operation data under the condition that the operation data are thoroughly loaded to a cloud disk package, and arranging the section of data according to the time marking sequence; and the data processing module at least comprises a four-core processor for simultaneously carrying out single-pass processing on the sequencing data, judging the data and producing instructions. The intelligent operation and maintenance management and control platform for the power distribution network provided by the invention is based on the periodic acquisition of the operation data of each power distribution area, so that the application state of the power grid of each power distribution area is learned, and the maintenance period judgment and dangerous case treatment are carried out according to the acquired data, thereby greatly improving the operation and maintenance effect, ensuring the safety of power supply and improving the user experience.
Description
Technical Field
The invention relates to the technical field of data processing, in particular to an intelligent operation and maintenance management and control platform for a power distribution network.
Background
The operation and maintenance work of the electric power is one of important measures for ensuring the normal operation of the equipment, and how to develop the operation and maintenance work of which type aiming at the electric power equipment in a proper operation and maintenance period, so that the accuracy of operation and maintenance is improved, the resource waste is reduced, and the improvement of low working efficiency is the key point and the difficulty of the operation and maintenance process.
Publication (bulletin) number: CN110729813a, publication (date): 2020-01-24, according to the data obtained from the comprehensive protection measurement and control background and the environmental temperature control instrument of the transformer substation, the service life evaluation and the quantitative evaluation of overload capacity of the oil-immersed power transformer in the transformer substation are performed through a preset intelligent algorithm, so that the availability and the reliability of electric energy are improved. The cloud management platform for intelligent operation and maintenance and full life cycle of the transformer substation realizes service life assessment and quantitative assessment of overload capacity of the oil-immersed power transformer in the transformer substation by applying the intelligent operation and full life cycle management method of the transformer substation.
Publication (bulletin) number: CN103150635a, publication (date): 2013-06-12, a power equipment operation and maintenance method is disclosed, comprising: establishing an operation and maintenance model comprising the corresponding relation between the comprehensive performance indexes and the operation and maintenance periods of the equipment; reading the equipment state data of the current power equipment, and calculating equipment state indexes according to equipment state evaluation criteria; reading the running state data of the power grid, and calculating a power grid security risk value according to a power grid security risk assessment standard; determining a corresponding operation and maintenance type according to the equipment state data and a preset operation and maintenance information corresponding table; calculating the current equipment comprehensive performance index of the power equipment according to the equipment state index and the power grid security risk value; selecting a corresponding operation and maintenance period according to the comprehensive performance index and the operation and maintenance model of the equipment; and executing operation and maintenance operation on the corresponding power equipment according to the operation and maintenance type and operation and maintenance period. The method and the system determine the type and the period of the operation and the maintenance of the power equipment based on the operation and maintenance model, have high operation and maintenance accuracy, effectively improve the working efficiency of the operation and the maintenance on site, avoid the problems of underoperation and excessive operation and ensure the stable operation of the power grid and the equipment.
In the prior art including the above patent, the automation of the intelligent distribution network is not better than that of the transmission network, so that the quality and reliability of power supply are seriously affected. In addition, the intelligent power distribution network management system and the intelligent power distribution network management method at the present stage cause serious loss of electric energy, and simultaneously bring great trouble to normal power utilization of users.
Disclosure of Invention
The invention aims to provide an intelligent operation and maintenance management and control platform for a power distribution network, which is used for solving the problems.
In order to achieve the above object, the present invention provides the following technical solutions: an intelligent operation and maintenance management and control platform for a power distribution network, comprising:
the data acquisition module is used for accessing the power distribution network according to a preset rule period to acquire operation data of a plurality of power distribution areas;
the data management module is used for carrying out time marking on the section of data through a time encoder based on the acquired operation data under the condition that the operation data are thoroughly loaded to a cloud disk package, and arranging the section of data according to the time marking sequence;
and the data processing module at least comprises a four-core processor for simultaneously carrying out single-pass processing on the sequencing data, judging the data and producing instructions.
Preferably, the data acquisition module comprises a simulated operation and maintenance list testing unit, a temporary timing task is produced based on a prediction model given by the data processing module, and operation and maintenance documents are simultaneously sent to the electronic equipment of all the power distribution areas under the name after the predetermined time is reached.
Preferably, the operation and maintenance document at least includes at least one or more pieces of information in acquiring operation data of a plurality of distribution areas of the distribution network:
acquiring operation data of a plurality of distribution areas of a distribution network by a power supply service command system;
acquiring, by a marketing system, operational data for a plurality of distribution areas of a distribution network;
operational data for a plurality of distribution areas of a distribution network is obtained by a distribution equipment management system.
As a preferred alternative to this, the operation data comprises a line fault data packet, line load state data, low-voltage power distribution state data, repeated power distribution state data and a work order complaint sub-database.
Preferably, the data acquisition module includes a timing unit, and returns to zero after each active acquisition of the operation data.
Preferably, the data processing module includes a maintenance cycle prediction model, and the formula is as follows:
wherein T is 0 To fix the maintenance period k 0 For the conversion factor, t is the run time, floor is the downward rounding function, λ 0 The last maintenance period is long.
Preferably, the data processing module performs judgment on data, including the following steps:
acquiring data indexes corresponding to a plurality of sub-databases in the operation data set;
determining a plurality of risk scores of a plurality of sub-databases according to the data indexes;
a risk level of the power distribution area is determined based on the plurality of risk scores.
In the technical scheme, the intelligent operation and maintenance management and control platform for the power distribution network has the following beneficial effects: based on the periodic collection of the operation data of each power distribution area, the application state of the power grid of each power distribution area is learned, and the maintenance period judgment and the dangerous case processing are carried out according to the obtained data, so that the operation and maintenance effects are greatly improved, the power supply safety is ensured, and the user experience is improved.
Drawings
In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings that are needed in the embodiments will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments described in the present invention, and other drawings may be obtained according to these drawings for a person having ordinary skill in the art.
FIG. 1 is a schematic diagram of a module structure according to an embodiment of the present invention;
fig. 2 is a schematic structural diagram of a data acquisition module according to an embodiment of the present invention;
fig. 3 is a schematic diagram of a processing flow structure of a data processing module according to an embodiment of the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
As shown in fig. 1-3, an intelligent operation and maintenance management and control platform for a power distribution network includes:
example 1
1-2, the operation and maintenance management platform in the embodiment is composed of the following modules:
the data acquisition module is used for accessing the power distribution network according to a preset rule period to acquire operation data of a plurality of power distribution areas;
the data management module is used for carrying out time marking on the section of data through the time encoder based on the acquired operation data after the operation data is thoroughly loaded into the cloud disk package, and arranging the section of data in a time marking sequence;
and the data processing module at least comprises a four-core processor for simultaneously carrying out single-pass processing on the sequencing data, judging the data and producing instructions.
Further, the data acquisition module comprises an operation and maintenance simulation list testing unit, a temporary timing task is produced based on a prediction model given by the data processing module, and operation and maintenance documents are simultaneously sent to the electronic equipment of all power distribution areas under the name after the preset time is reached.
It should be noted that the operation and maintenance document at least includes at least one or more pieces of information in acquiring operation data of a plurality of distribution areas of the distribution network:
acquiring operation data of a plurality of distribution areas of a distribution network by a power supply service command system;
acquiring, by a marketing system, operational data for a plurality of distribution areas of a distribution network;
operational data for a plurality of distribution areas of a distribution network is obtained by a distribution equipment management system.
Further, the operation data includes line fault data packets, line load status data, low voltage power distribution status data, repeated power distribution status data, and worksheet complaint sub-databases.
And secondly, the data acquisition module comprises a timing unit, and the data acquisition module returns to zero after actively acquiring operation data once.
Example two
Based on FIG. 3, the data processing module in an embodiment includes a maintenance cycle prediction model, which is formulated as follows:
wherein T is 0 For a fixed maintenance period (720 h), k 0 For the conversion factor (0.07), t is the run time, floor is a downward rounding function (known technique, not described in detail), lambda 0 The last maintenance period duration (h).
Further, the data processing module performs judgment on the data, and the method comprises the following steps:
acquiring data indexes corresponding to a plurality of sub-databases from an operation data set;
determining a plurality of risk scores of a plurality of sub-databases according to the data indexes;
a risk level of the power distribution area is determined based on the plurality of risk scores.
In summary, in the above embodiment, based on the periodic collection of the operation data of each power distribution area, the application state of the power grid of each power distribution area is learned, and the maintenance period judgment and the dangerous case processing are performed based on the obtained data, so that the operation and maintenance effects are greatly improved, the power supply safety is ensured, and the user experience is improved.
It will be appreciated by those skilled in the art that embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
The principles and embodiments of the present invention have been described in detail with reference to specific examples, which are provided to facilitate understanding of the method and core ideas of the present invention; meanwhile, as those skilled in the art will have variations in the specific embodiments and application scope in accordance with the ideas of the present invention, the present description should not be construed as limiting the present invention in view of the above.
The embodiment of the application also provides a specific implementation manner of the electronic device capable of implementing all the steps in the method in the embodiment, and the electronic device specifically comprises the following contents:
a processor (processor), a memory (memory), a communication interface (Communications Interface), and a bus;
the processor, the memory and the communication interface complete communication with each other through the bus;
the processor is configured to invoke the computer program in the memory, and when the processor executes the computer program, the processor implements all the steps in the method in the above embodiment.
The embodiments of the present application also provide a computer-readable storage medium capable of implementing all the steps of the methods in the above embodiments, the computer-readable storage medium having stored thereon a computer program which, when executed by a processor, implements all the steps of the methods in the above embodiments.
In this specification, each embodiment is described in a progressive manner, and identical and similar parts of each embodiment are all referred to each other, and each embodiment mainly describes differences from other embodiments. In particular, for a hardware+program class embodiment, the description is relatively simple, as it is substantially similar to the method embodiment, as relevant see the partial description of the method embodiment. Although the present description provides method operational steps as described in the examples or flowcharts, more or fewer operational steps may be included based on conventional or non-inventive means. The order of steps recited in the embodiments is merely one way of performing the order of steps and does not represent a unique order of execution. When implemented in an actual device or end product, the instructions may be executed sequentially or in parallel (e.g., in a parallel processor or multi-threaded processing environment, or even in a distributed data processing environment) as illustrated by the embodiments or by the figures. The terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, it is not excluded that additional identical or equivalent elements may be present in a process, method, article, or apparatus that comprises a described element. For convenience of description, the above devices are described as being functionally divided into various modules, respectively. Of course, when implementing the embodiments of the present disclosure, the functions of each module may be implemented in the same or multiple pieces of software and/or hardware, or a module that implements the same function may be implemented by multiple sub-modules or a combination of sub-units, or the like. The above-described apparatus embodiments are merely illustrative, for example, the division of the units is merely a logical function division, and there may be additional divisions when actually implemented, for example, multiple units or components may be combined or integrated into another system, or some features may be omitted or not performed. Alternatively, the coupling or direct coupling or communication connection shown or discussed with each other may be an indirect coupling or communication connection via some interfaces, devices or units, which may be in electrical, mechanical or other form. The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
It will be appreciated by those skilled in the art that embodiments of the present description may be provided as a method, system, or computer program product. Accordingly, the present specification embodiments may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present description embodiments may take the form of a computer program product on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, etc.) having computer-usable program code embodied therein. In this specification, each embodiment is described in a progressive manner, and identical and similar parts of each embodiment are all referred to each other, and each embodiment mainly describes differences from other embodiments. In particular, for system embodiments, since they are substantially similar to method embodiments, the description is relatively simple, as relevant to see a section of the description of method embodiments. In the description of the present specification, a description referring to terms "one embodiment," "some embodiments," "examples," "specific examples," or "some examples," etc., means that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the embodiments of the present specification.
In this specification, schematic representations of the above terms are not necessarily directed to the same embodiment or example. Furthermore, the different embodiments or examples described in this specification and the features of the different embodiments or examples may be combined and combined by those skilled in the art without contradiction. The foregoing is merely an example of an embodiment of the present disclosure and is not intended to limit the embodiment of the present disclosure. Various modifications and variations of the illustrative embodiments will be apparent to those skilled in the art. Any modification, equivalent replacement, improvement, or the like, which is within the spirit and principles of the embodiments of the present specification, should be included in the scope of the claims of the embodiments of the present specification.
Claims (9)
1. An intelligent operation and maintenance management and control platform for a power distribution network, which is characterized by comprising:
the data acquisition module is used for accessing the power distribution network according to a preset rule period to acquire operation data of a plurality of power distribution areas;
the data management module is used for carrying out time marking on the section of data through a time encoder based on the acquired operation data under the condition that the operation data are thoroughly loaded to a cloud disk package, and arranging the section of data according to the time marking sequence;
and the data processing module at least comprises a four-core processor for simultaneously carrying out single-pass processing on the sequencing data, judging the data and producing instructions.
2. The intelligent operation and maintenance management and control platform for the power distribution network according to claim 1, wherein the data acquisition module comprises an analog operation and maintenance bill testing unit, a temporary timing task is produced based on a prediction model given by the data processing module, and operation and maintenance bills are sent to electronic equipment of all power distribution areas under the name at the same time after a preset time is reached.
3. The intelligent operation and maintenance platform for a power distribution network according to claim 2, wherein the operation and maintenance document at least includes at least one or more pieces of information in acquiring operation data of a plurality of distribution areas of the power distribution network:
acquiring operation data of a plurality of distribution areas of a distribution network by a power supply service command system;
acquiring, by a marketing system, operational data for a plurality of distribution areas of a distribution network;
operational data for a plurality of distribution areas of a distribution network is obtained by a distribution equipment management system.
4. The intelligent operation and maintenance platform for a power distribution network according to claim 1, wherein the operation data comprises line fault data packets, line load status data, low voltage power distribution status data, repeated power distribution status data and worksheet complaint sub-databases.
5. The intelligent operation and maintenance platform for a power distribution network according to claim 1, wherein the data acquisition module comprises a timing unit and returns to zero after each active acquisition of the operation data.
6. The intelligent operation and maintenance management platform for a power distribution network according to claim 1, wherein the data processing module comprises a maintenance period prediction model, and the formula is as follows:
wherein T is 0 To fix the maintenance period k 0 For the conversion factor, t is the run time, floor is the downward rounding function, λ 0 The last maintenance period is long.
7. The intelligent operation and maintenance management and control platform for a power distribution network according to claim 1, wherein the data processing module performs judgment on data, and comprises the following steps:
acquiring data indexes corresponding to a plurality of sub-databases in the operation data set;
determining a plurality of risk scores of a plurality of sub-databases according to the data indexes;
a risk level of the power distribution area is determined based on the plurality of risk scores.
8. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, characterized in that the processor implements the steps of the intelligent operation and maintenance platform for a power distribution network according to any one of claims 1 to 7 when the program is executed by the processor.
9. A computer readable storage medium having stored thereon a computer program, which when executed by a processor performs the steps of the intelligent operation and maintenance platform for a power distribution network according to any of claims 1 to 7.
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| CN202310475621.4A CN116455078A (en) | 2023-04-28 | 2023-04-28 | Intelligent operation and maintenance management and control platform for power distribution network |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117408680A (en) * | 2023-12-14 | 2024-01-16 | 安徽常力达电气有限公司 | Intelligent power distribution room management method and system based on Internet of things |
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN117408680A (en) * | 2023-12-14 | 2024-01-16 | 安徽常力达电气有限公司 | Intelligent power distribution room management method and system based on Internet of things |
| CN117408680B (en) * | 2023-12-14 | 2024-03-19 | 安徽常力达电气有限公司 | Intelligent power distribution room management method and system based on Internet of things |
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