CN113762932B - Automatic configuration APP management method based on fuzzy algorithm - Google Patents
Automatic configuration APP management method based on fuzzy algorithm Download PDFInfo
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- CN113762932B CN113762932B CN202111076311.2A CN202111076311A CN113762932B CN 113762932 B CN113762932 B CN 113762932B CN 202111076311 A CN202111076311 A CN 202111076311A CN 113762932 B CN113762932 B CN 113762932B
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- 238000007726 management method Methods 0.000 title claims abstract description 24
- 230000006870 function Effects 0.000 claims abstract description 22
- 238000000034 method Methods 0.000 claims description 15
- 238000004364 calculation method Methods 0.000 claims description 8
- 230000000737 periodic effect Effects 0.000 claims description 6
- 230000006978 adaptation Effects 0.000 claims description 2
- 230000003044 adaptive effect Effects 0.000 claims description 2
- 238000013461 design Methods 0.000 claims description 2
- 238000012545 processing Methods 0.000 claims description 2
- 238000011161 development Methods 0.000 abstract description 2
- 238000012986 modification Methods 0.000 description 3
- 230000004048 modification Effects 0.000 description 3
- 238000010586 diagram Methods 0.000 description 2
- 230000008569 process Effects 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000008859 change Effects 0.000 description 1
- 230000010354 integration Effects 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
- 238000010248 power generation Methods 0.000 description 1
- 230000002035 prolonged effect Effects 0.000 description 1
Classifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
- G06Q10/103—Workflow collaboration or project management
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/36—Preventing errors by testing or debugging software
- G06F11/3664—Environments for testing or debugging software
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/06—Electricity, gas or water supply
-
- 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]
-
- 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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- 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
-
- 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
-
- 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
- Y04S40/00—Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them
- Y04S40/12—Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them characterised by data transport means between the monitoring, controlling or managing units and monitored, controlled or operated electrical equipment
- Y04S40/128—Systems for electrical power generation, transmission, distribution or end-user application management characterised by the use of communication or information technologies, or communication or information technology specific aspects supporting them characterised by data transport means between the monitoring, controlling or managing units and monitored, controlled or operated electrical equipment involving the use of Internet protocol
Abstract
A configuration APP automatic management method based on a fuzzy algorithm comprises the following steps: decoupling service functions into APP; combining with a variable weight fuzzy algorithm APP automatic management step; and (5) performing configuration APP management and display. According to the configuration APP automatic management method based on the fuzzy algorithm, terminals are defined through APP automation and configuration, and the power distribution terminal can better support inherent services and simultaneously facilitate the extension of emerging services so as to adapt to the development of an electric power system.
Description
Technical Field
The invention belongs to the field of power system automation, and relates to a fuzzy algorithm-based configuration APP automatic management method for a distribution and utilization terminal, wherein the terminal is defined through the APP.
Background
In a traditional distribution area, a concentrator is responsible for ammeter data acquisition, provides support for marketing business, and a TTU is responsible for distribution equipment data acquisition and monitoring, and provides support for distribution business. With the continuous advancement of marketing and distribution integration, a terminal in a power distribution area gradually achieves consensus. The new terminal of the platform area needs to support marketing and power distribution business at the same time, and the business scope of the new terminal of the platform area extends continuously along with the continuous increase of the holding quantity of the electric automobile, the continuous access of resident heavy-load equipment and the access of the distributed power generation system.
The traditional terminal has the characteristics of single service function and inconvenient service expansion, and cannot meet market demands.
Disclosure of Invention
The invention aims to solve the problems that the service function of the traditional terminal is single and the service expansion is inconvenient, and provides a configuration APP automatic management method based on a fuzzy algorithm; the terminal is initially defined through configuration by performing APP (application) on different service functions, and the terminal is enabled to automatically manage the APP in the running process based on a fuzzy algorithm, so that the functions of the terminal are expanded and prolonged.
The technical scheme of the invention is as follows:
the invention provides a configuration APP automatic management method based on a fuzzy algorithm, which comprises the following steps:
s1, service function APP processing: dividing APP types according to service types, determining the attribute and method of each APP, and carrying out configuration display on the attribute and method of the APP;
s2, APP fuzzy management:
any terminal enters an operation mode, an automatic manager acquires terminal parameters, opposite-lower access equipment parameters and master station parameters, and the APP type required by the terminal is preliminarily determined;
in each APP type, the automatic manager performs fuzzy calculation according to terminal parameters, lower access equipment parameters and master station parameters to obtain an adaptive APP in each demand APP type of the terminal;
s3, APP configuration: the running state and the structural relation of each APP of the terminal are displayed through configuration, and a user can edit the terminal function again by modifying the configuration content.
Further, the step S1 specifically includes:
s1-1, decoupling and classifying services, and planning the same type of service into an APP type;
s1-2, analyzing the attribute and the method of the APP according to the service function of the APP type according to the design, and simultaneously determining the read-write permission of each attribute in combination with the actual demand;
s1-3, realizing the service function of the APP through codes, wherein the attribute and the method of the APP are described in an XML format;
s1-4, each APP is matched with a corresponding configuration graph through an XML file thereof, and the graph can show the attribute and the method of each APP and the corresponding current state thereof.
Further, in step S2: the terminal parameters include: an interface type; the access device parameters include: requesting a heartbeat for a lower access device; the primary station parameters include: the master station requests a heartbeat and the master station stores a demand index of depth.
Further, in step S2: the specific APP of a certain type of APP is provided by each manufacturer, and the APP of each manufacturer has corresponding configuration parameters in the aspects of performance, real-time performance, price and safety.
Further, the fuzzy calculation pre-establishes an APP fuzzy management model, and the establishment steps are as follows: inputting a plurality of samples into an APP fuzzy management model for operation, and establishing a model; the input of the sample is terminal parameter, access equipment parameter and main station parameter down, the output of the sample is the adaptation APP attribute of this terminal, APP attribute include: performance, real-time, price and security of APP.
Further, the automatic manager has three modes of triggering, periodic updating and stopping;
in the triggering mode, when external input is changed, namely, parameters of lower access equipment are changed, fuzzy calculation is carried out again, and APP is adjusted;
in a periodic mode, in a certain period, acquiring updated parameters of lower access equipment, carrying out fuzzy calculation again, and adjusting APP;
in the stop mode, the APP is not automatically updated and adjusted any more and is used in the configuration mode.
Further, the step S3 specifically includes:
s3-1, initializing all APPs by an automatic manager, and enabling a terminal to enter an operation mode; loading APP configuration through a debugging module of the master station software; displaying the serial relation among all the APPs in the configuration in real time, and displaying the running state of the APPs and the attribute values of the APPs;
s3-2, through the configuration graph, a user can manually control a certain APP, and modify the APP attribute, the serial relation and the start and stop functions;
in the debugging interface, the user can select to download a new APP to the terminal through the network, and meanwhile, the serial relation between the APP and other APPs is determined, and the priority of the APP configuration and the automatic manager is set.
The invention has the beneficial effects that:
the invention provides a configuration APP automatic management method based on a fuzzy algorithm, which enables terminals to automatically manage the APP in the running process based on the fuzzy algorithm by carrying out primary definition on the terminals through the configuration by carrying out APP of different service functions, thereby effectively expanding and extending the functions of the APP and enabling the configuration, exchange and flow management of the APP to be faster and more convenient; the power distribution terminal not only can better support the inherent service, but also can conveniently extend the emerging service to adapt to the development of the power system.
Additional features and advantages of the invention will be set forth in the detailed description which follows.
Drawings
The foregoing and other objects, features and advantages of the invention will be apparent from the following more particular descriptions of exemplary embodiments of the invention as illustrated in the accompanying drawings wherein like reference numbers generally represent like parts throughout the exemplary embodiments of the invention.
Fig. 1 is a schematic diagram of a service function abstract of the present invention as a graphical APP.
Fig. 2 is a schematic diagram of APP automatic management based on fuzzy algorithm in the present invention.
Fig. 3 is a schematic view of APP configuration according to the present invention.
Detailed Description
Preferred embodiments of the present invention will be described in more detail below with reference to the accompanying drawings. While the preferred embodiments of the present invention are shown in the drawings, it should be understood that the present invention may be embodied in various forms and should not be limited to the embodiments set forth herein.
A configuration APP automatic management method based on a fuzzy algorithm comprises the following steps:
1. and analyzing and decoupling the service functions to extract a specific function which is used as an independent APP.
2. Determining the attribute and method of the APP and determining the read-write permission of the attribute.
3. And (3) configuring the APP, embodying the attribute and the method of the APP in the form of xml, and analyzing the xml by the master station to configure the language. The configuration can be used for combining terminal functions and displaying APP running states in real time.
4. The automatic manager is an inherent APP of the system, which is issued together with the system, and is a core program of the APP automatic management. After the terminal enters the operation mode, the automatic manager determines the APP type required by the terminal according to the terminal interface type, the heartbeat request of the lower access equipment, the heartbeat request of the master station and the like.
5. The automated manager determines a specific APP for a certain type of APP based on a fuzzy algorithm. The same type of APP is provided by different manufacturers, and the APP of different manufacturers has differences in performance, instantaneity, price, safety and the like. The automatic manager selects different weight inputs of different types through a weight-changing method according to indexes such as data instantaneity, storage depth and the like required by the master station for the number of the lower access devices, and the inputs are used as the inputs of the fuzzy controller. Based on the output of the fuzzy controller, the automated manager determines the final selected APP.
6. And after the corresponding APP selection is determined, setting respective attributes by the automatic controller, and simultaneously connecting the APP in series. The auto manager has three modes of triggering, periodic updating and stopping. In the trigger mode, when external input changes, the APP is automatically adjusted. In periodic mode, during a certain period, a different APP is reselected according to the input change. In the stop mode, the APP is not automatically updated and adjusted any more and is used in the configuration mode.
7. After the automatic manager is combined and initialized to each APP, the terminal enters an operation mode. And the APP configuration can be loaded through a network by combining an automatic manager through a debugging debug module of the master station software. The serial relation among the APPs, the running state of the APPs and the attribute values of the APPs can be displayed in real time in the configuration.
8. Through the configuration graph, functions of APP attribute modification, serial relation modification, start and stop and the like can be manually controlled. After debug, a new configuration may be selected for downloading to the terminal via the network while determining the priority of the configuration and the auto manager.
The foregoing description of embodiments of the invention has been presented for purposes of illustration and description, and is not intended to be exhaustive or limited to the embodiments disclosed. Many modifications and variations will be apparent to those of ordinary skill in the art without departing from the scope and spirit of the various embodiments described.
Claims (4)
1. The automatic configuration APP management method based on the fuzzy algorithm is characterized by comprising the following steps of:
s1, service function APP processing: dividing APP types according to service types, determining the attribute and method of each APP, and carrying out configuration display on the attribute and method of the APP;
s2, APP fuzzy management:
any terminal enters an operation mode, an automatic manager acquires terminal parameters, opposite-lower access equipment parameters and master station parameters, and the APP type required by the terminal is preliminarily determined;
in each APP type, the automatic manager performs fuzzy calculation according to terminal parameters, lower access equipment parameters and master station parameters to obtain an adaptive APP in each demand APP type of the terminal;
s3, APP configuration: the running state and the structural relation of each APP of the terminal are displayed through configuration, and a user can edit the terminal function again by modifying the configuration content;
the fuzzy calculation pre-establishes an APP fuzzy management model, and the establishment steps are as follows: inputting a plurality of samples into an APP fuzzy management model for operation, and establishing a model; the input of the sample is terminal parameter, access equipment parameter and main station parameter down, the output of the sample is the adaptation APP attribute of this terminal, APP attribute include: performance, instantaneity, price and security of APP;
the step S1 specifically comprises the following steps:
s1-1, decoupling and classifying services, and planning the same type of service into an APP type;
s1-2, analyzing the attribute and the method of the APP according to the service function of the APP type according to the design, and simultaneously determining the read-write permission of each attribute in combination with the actual demand;
s1-3, realizing the service function of the APP through codes, wherein the attribute and the method of the APP are described in an XML format;
s1-4, each APP is matched with a corresponding configuration graph through an XML file thereof, and the graph can show the attribute and the method of each APP and the corresponding current state thereof;
the step S3 specifically comprises the following steps:
s3-1, initializing all APPs by an automatic manager, and enabling a terminal to enter an operation mode; loading APP configuration through a debugging module of the master station software; displaying the serial relation among all the APPs in the configuration in real time, and displaying the running state of the APPs and the attribute values of the APPs;
s3-2, through the configuration graph, a user can manually control a certain APP, and modify the APP attribute, the serial relation and the start and stop functions;
in the debugging interface, the user can select to download a new APP to the terminal through the network, and meanwhile, the serial relation between the APP and other APPs is determined, and the priority of the APP configuration and the automatic manager is set.
2. The fuzzy algorithm-based automatic configuration APP management method of claim 1, wherein: in step S2: the terminal parameters include: an interface type; the access device parameters include: requesting a heartbeat for a lower access device; the primary station parameters include: the master station requests a heartbeat and the master station stores a demand index of depth.
3. The fuzzy algorithm-based automatic configuration APP management method of claim 1, wherein: in step S2: the specific APP of a certain type of APP is provided by each manufacturer, and the APP of each manufacturer has corresponding configuration parameters in the aspects of performance, real-time performance, price and safety.
4. The fuzzy algorithm-based automatic configuration APP management method of claim 1, wherein: the automatic manager has three modes of triggering, periodic updating and stopping;
in the triggering mode, when external input is changed, namely, parameters of lower access equipment are changed, fuzzy calculation is carried out again, and APP is adjusted;
in a periodic mode, in a certain period, acquiring updated parameters of lower access equipment, carrying out fuzzy calculation again, and adjusting APP;
in the stop mode, the APP is not automatically updated and adjusted any more and is used in the configuration mode.
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| CN113762932A (en) | 2021-12-07 |
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