CN113762932A - Configurable APP automatic management method based on fuzzy algorithm - Google Patents

Configurable APP automatic management method based on fuzzy algorithm Download PDF

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CN113762932A
CN113762932A CN202111076311.2A CN202111076311A CN113762932A CN 113762932 A CN113762932 A CN 113762932A CN 202111076311 A CN202111076311 A CN 202111076311A CN 113762932 A CN113762932 A CN 113762932A
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app
terminal
parameters
configuration
fuzzy
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CN113762932B (en
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倪家健
蒋长献
陆寒熹
马乔波
夏令
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Jiangsu Linyang Energy Co ltd
Nanjing Linyang Power Tech Co ltd
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Jiangsu Linyang Energy Co ltd
Nanjing Linyang Power Tech Co ltd
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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—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/06—Energy 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
    • 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

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Abstract

A configurable APP automatic management method based on fuzzy algorithm includes the following steps: decoupling the service function and APP; combining with a variable weight fuzzy algorithm APP automatic management step; and managing and displaying the organized APP. The configuration APP automatic management method based on the fuzzy algorithm defines the terminals through APP automation and configuration, and the power distribution terminal can better support the inherent service and simultaneously facilitate the extension of the emerging service to adapt to the development of the power system.

Description

Configurable APP automatic management method based on fuzzy algorithm
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 power distribution and utilization terminal.
Background
In traditional distribution station district, the concentrator is responsible for ammeter data acquisition, provides the support for marketing business, and the TTU is responsible for distribution equipment data acquisition and control, provides the support for distribution business. With the continuous advance of marketing and distribution integration, a distribution station gradually reaches consensus from terminal to terminal. The new platform district terminal needs to support marketing and distribution business simultaneously, and simultaneously along with the electric automobile hold quantity continuously increases, the continuous access of resident heavy load equipment and the access of distributed power generation system, the business range that new platform district terminal faces continuously extends.
The traditional terminal has the characteristics of single service function and inconvenient service expansion, and cannot meet market requirements.
Disclosure of Invention
The invention aims to provide a configurable APP automatic management method based on a fuzzy algorithm, aiming at the problems of single service function and inconvenient service expansion of the traditional terminal; different business functions are APP-based, the terminal is preliminarily defined through configuration, the APP is automatically managed in the running process of the terminal based on a fuzzy algorithm, and the functions of the APP are expanded and extended.
The technical scheme of the invention is as follows:
the invention provides a configurable APP automatic management method based on a fuzzy algorithm, which comprises the following steps:
s1, business function APP step: dividing APP types according to the service types, determining attributes and methods of the APPs, and performing group-oriented display on the attributes and methods of the APPs;
s2, APP fuzzy management:
when any terminal enters an operation mode, an automatic manager acquires terminal parameters, parameters of a downlink access device and parameters of a main station, and preliminarily determines the APP type required by the terminal;
in each APP type, the automatic manager performs fuzzy calculation according to the terminal parameters, the parameters of the access device in the opposite direction and the parameters of the main station to obtain an adaptive APP in each APP type required by the terminal;
s3, APP configuration: the running state and the structural relation of each APP of the terminal are displayed in a configuration mode, and the user can edit the terminal function again by modifying the configuration content.
Further, step S1 is specifically:
s1-1, decoupling and classifying the services, and planning the same type of service into an APP type;
s1-2, analyzing attributes and methods of the APP according to the business function planned as an APP type and combining with actual requirements, and simultaneously determining the read-write permission of each attribute;
s1-3, realizing the business function of APP through codes, wherein the attributes and the method of the APP are described in an XML format;
s1-4, each APP is matched with the corresponding configuration graph through the XML file of the APP, and the graph can show the attribute and the method of each APP and the corresponding current state of the APP.
Further, in step S2: the terminal parameters include: an interface type; the parameters for the access device include: requesting a heartbeat for the lower access device; the master station parameters include: the master station requests demand indicators for heartbeat and master station memory 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 establishing steps are as follows: inputting a plurality of samples into an APP fuzzy management model for operation, and establishing a model; the input of sample is terminal parameter, access equipment parameter and main website parameter down, and the output of 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 trigger mode, when the external input is changed, namely the parameters of the lower access equipment are changed, fuzzy calculation is carried out again, and the APP is adjusted;
in a periodic mode, in a certain period, obtaining update parameters of the access equipment, performing fuzzy calculation again, and adjusting APP;
in the stop mode, the APP is no longer automatically updated and adjusted, and is used in the configuration mode.
Further, step S3 is specifically:
s3-1, initializing each APP by the automatic manager, and enabling the terminal to enter an operation mode; loading an APP configuration through a debugging module of master station software; displaying the series relation among the APPs, the running state of the APPs and the attribute values of the APPs in real time in the configuration;
s3-2, through the configuration graph, a user can manually control a certain APP to modify the APP attribute, the series relation and the start stop function;
at the debugging interface, the user can select to download the new APP to the terminal through the network, and simultaneously determine the series relation of the APP and other APPs and set the priority of the APP configuration and the automatic manager.
The invention has the beneficial effects that:
the invention provides a fuzzy algorithm-based configuration APP automatic management method, which is characterized in that different business functions are APP-ized, a terminal is preliminarily defined through configuration, the terminal automatically manages APP in the operation process based on the fuzzy algorithm, the functions of the APP are effectively extended and extended, and the APP configuration, exchange and process management are quicker and more convenient; the distribution and utilization terminal can better support the inherent service and simultaneously facilitate the extension of the new 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 above and other objects, features and advantages of the present invention will become more apparent by describing in more detail exemplary embodiments thereof with reference to the attached drawings, in which like reference numerals generally represent like parts throughout.
Fig. 1 is a schematic diagram of abstraction of business functions into graphical APPs in the present invention.
FIG. 2 is a schematic diagram of APP automatic management based on fuzzy algorithm in the present invention.
FIG. 3 is a diagram illustrating APP configuration in accordance with 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 configurable APP automatic management method based on a fuzzy algorithm comprises the following steps:
1. and analyzing and decoupling the service functions, and extracting a specific function which is used as an independent APP.
2. Determining attributes and methods of the APP, and determining read-write permission of the attributes.
3. The APP configuration is realized by embodying the attributes and the method of the APP in an xml form and analyzing the xml through the main station to configure the session. The configuration can be used to combine terminal functions and to display APP running states in real time.
4. The automatic manager is an inherent APP of the system, is released along with the system, and is a core program for automatic management of the APP. 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 request heartbeat of the lower access device, the request heartbeat of the main station and the like.
5. The automatic manager determines a specific APP of a certain type of APP based on a fuzzy algorithm. The same type of APP is provided by different manufacturers, and the APPs of different manufacturers have differences in performance, instantaneity, price, safety and the like. The automatic manager selects different types of input with different weights as the input of the fuzzy controller through a weight-variable method according to the number of the access devices, the data real-time performance required by the main station, the storage depth and other indexes. Based on the output of the fuzzy controller, the automatic manager determines the APP that is finally selected.
6. And after the selection of the corresponding APP is determined, the automatic controller sets respective attributes, and simultaneously connects the APPs in series. The automated manager has three modes of triggering, periodic updating, and stopping. Under the trigger mode, when external input changes, APP is automatically adjusted. In the periodic mode, different APPs are reselected according to input changes in a certain period. In the stop mode, the APP is no longer automatically updated and adjusted, and is used in the configuration mode.
7. And after the automatic manager initializes each APP in a combined mode, the terminal enters an operation mode. The APP configuration can be loaded through a network by combining an automatic manager through a debugging debug module of the main station software. The serial relation among the APPs, the operation 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 such as a certain APP can be manually controlled, the attribute of the APP is modified, the serial relation is modified, and starting and stopping are performed. After debug, the new configuration can be downloaded to the terminal through the network, and the configuration and the priority of the automatic manager are determined.
Having described embodiments of the present invention, the foregoing description is intended to be exemplary, not exhaustive, and not 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 described embodiments.

Claims (7)

1. A method for automatically managing a configured APP based on a fuzzy algorithm is characterized by comprising the following steps:
s1, business function APP step: dividing APP types according to the service types, determining attributes and methods of the APPs, and performing group-oriented display on the attributes and methods of the APPs;
s2, APP fuzzy management:
when any terminal enters an operation mode, an automatic manager acquires terminal parameters, parameters of a downlink access device and parameters of a main station, and preliminarily determines the APP type required by the terminal;
in each APP type, the automatic manager performs fuzzy calculation according to the terminal parameters, the parameters of the access device in the opposite direction and the parameters of the main station to obtain an adaptive APP in each APP type required by the terminal;
s3, APP configuration: the running state and the structural relation of each APP of the terminal are displayed in a configuration mode, and the user can edit the terminal function again by modifying the configuration content.
2. The method for automatically managing the organized APP based on the fuzzy algorithm as claimed in claim 1, wherein the step S1 specifically comprises:
s1-1, decoupling and classifying the services, and planning the same type of service into an APP type;
s1-2, analyzing attributes and methods of the APP according to the business function planned as an APP type and combining with actual requirements, and simultaneously determining the read-write permission of each attribute;
s1-3, realizing the business function of APP through codes, wherein the attributes and the method of the APP are described in an XML format;
s1-4, each APP is matched with the corresponding configuration graph through the XML file of the APP, and the graph can show the attribute and the method of each APP and the corresponding current state of the APP.
3. The configurable APP automatic management method based on fuzzy algorithm as claimed in claim 1, wherein: in step S2: the terminal parameters include: an interface type; the parameters for the access device include: requesting a heartbeat for the lower access device; the master station parameters include: the master station requests demand indicators for heartbeat and master station memory depth.
4. The configurable APP automatic management method based on fuzzy algorithm as claimed in 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.
5. The configurable APP automatic management method based on fuzzy algorithm as claimed in claim 1, wherein: the fuzzy calculation pre-establishes an APP fuzzy management model, and the establishing steps are as follows: inputting a plurality of samples into an APP fuzzy management model for operation, and establishing a model; the input of sample is terminal parameter, access equipment parameter and main website parameter down, and the output of sample is the adaptation APP attribute of this terminal, APP attribute include: performance, real-time, price and security of APP.
6. The configurable APP automatic management method based on fuzzy algorithm as claimed in claim 1, wherein: the automatic manager has three modes of triggering, periodic updating and stopping;
in the trigger mode, when the external input is changed, namely the parameters of the lower access equipment are changed, fuzzy calculation is carried out again, and the APP is adjusted;
in a periodic mode, in a certain period, obtaining update parameters of the access equipment, performing fuzzy calculation again, and adjusting APP;
in the stop mode, the APP is no longer automatically updated and adjusted, and is used in the configuration mode.
7. The configurable APP automatic management method based on fuzzy algorithm as claimed in claim 1, wherein: step S3 specifically includes:
s3-1, initializing each APP by the automatic manager, and enabling the terminal to enter an operation mode; loading an APP configuration through a debugging module of master station software; displaying the series relation among the APPs, the running state of the APPs and the attribute values of the APPs in real time in the configuration;
s3-2, through the configuration graph, a user can manually control a certain APP to modify the APP attribute, the series relation and the start stop function;
at the debugging interface, the user can select to download the new APP to the terminal through the network, and simultaneously determine the series relation of the APP and other APPs and set the priority of the APP configuration and the automatic manager.
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