CN113900753B - Intelligent energy information management system and method - Google Patents

Intelligent energy information management system and method Download PDF

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CN113900753B
CN113900753B CN202111175136.2A CN202111175136A CN113900753B CN 113900753 B CN113900753 B CN 113900753B CN 202111175136 A CN202111175136 A CN 202111175136A CN 113900753 B CN113900753 B CN 113900753B
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module
information
instruction
account
user
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CN113900753A (en
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严文昊
王锦志
王磊磊
欧伟
张千福
盛妍
江帆
田昌
经航
张秀永
柳薇
钱奕
梁明源
陈龙
穆松鹤
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State Grid Co ltd Customer Service Center
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44Arrangements for executing specific programs
    • G06F9/451Execution arrangements for user interfaces
    • G06F9/454Multi-language systems; Localisation; Internationalisation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/30Authentication, i.e. establishing the identity or authorisation of security principals
    • G06F21/31User authentication
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60Protecting data
    • G06F21/62Protecting access to data via a platform, e.g. using keys or access control rules
    • G06F21/6218Protecting access to data via a platform, e.g. using keys or access control rules to a system of files or objects, e.g. local or distributed file system or database
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00Machine learning
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/10Protocols in which an application is distributed across nodes in the network
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/12Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks

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Abstract

The application discloses a management system and method of intelligent energy information, and relates to the technical field of computers. The specific implementation mode of the management system comprises a terminal APP and a cloud server, wherein the terminal APP comprises an account processing module, an instruction input module, a language selection module and a subscription module; the cloud server comprises an account information management module, an instruction identification module, a language configuration module and a subscription information generation module; the account information management module identifies the category of the user account and the corresponding authority; the instruction identification module analyzes and identifies the input of the energy information operation instruction of the user; the language selection module is used for configuring files corresponding to languages according to the setting of the languages by a user; the subscription information generation module generates push information according to subscription operation of the user and sends the push information to the subscription module. The management system can realize multilingual configuration, intelligently identify an input voice instruction, an image instruction or a text instruction, and generate corresponding operation authorities for different account operations.

Description

Intelligent energy information management system and method
Technical Field
The application relates to the technical field of computers, in particular to a management system and method of intelligent energy information.
Background
The existing energy information management system is only used for electric charge prepayment or inquiry, does not support other corresponding operations, and cannot meet the use requirements of users.
Disclosure of Invention
In view of this, the embodiment of the application provides a system and a method for managing intelligent energy information, which can realize multilingual configuration, intelligently identify an input voice instruction, an image instruction or a text instruction, generate corresponding operation authorities for different account operations, and improve the security of account processing.
To achieve the above object, according to one aspect of the embodiments of the present application, there is provided a management system for intelligent energy information.
The intelligent energy information management system of the embodiment of the application comprises: the terminal APP is connected with the cloud server through a communication network;
the terminal APP comprises: the system comprises an account processing module, an instruction input module, a language selection module and a subscription module; the account processing module is used for at least carrying out account registration, account binding and account authentication operation by a user; the instruction input module is used for acquiring the input of the energy information operation instruction of the user; the language selection module is used for setting languages for users; the subscription module is used for subscribing the user;
the cloud server includes: the system comprises an account information management module, an instruction identification module, a language configuration module and a subscription information generation module; the account information management module is used for identifying the category and the corresponding authority of the user account, wherein the category at least comprises a tourist user, a registered user and an authenticated user; the instruction identification module is used for analyzing and identifying according to the input of the energy information operation instruction of the user; the language configuration module configures files corresponding to languages according to the setting of the languages by a user; the subscription information generation module is used for generating push information according to the subscription operation of the user and sending the push information to the subscription module.
Optionally, the instruction input module is a voice acquisition module, an image acquisition module or a text acquisition module; correspondingly, the instruction recognition module is a voice processing module, an image processing module or a text processing module.
Optionally, the instruction recognition module includes a processing data storage unit, a control unit, and a machine learning unit;
the processing data storage unit is used for storing data acquired by the voice acquisition module, the image acquisition module or the text acquisition module;
the control unit includes: the instruction cache unit is used for storing training instructions to be executed; the training instruction processing unit is used for acquiring training instructions from the instruction cache unit and decoding the training instructions; a scalar register file for storing an operation code and an operand corresponding to the training instruction; the instruction processing unit is used for judging the training instruction and the operation code and the operand corresponding to the training instruction and providing the training instruction for the machine learning unit;
the machine learning unit performs neural network training according to the collected data and the training instruction at regular time to obtain a voice processing module, an image processing module or a text processing module
Optionally, the language selection module is at least used for selecting Chinese, english and Tibetan.
Optionally, the subscription module is at least used for pushing energy information, early warning of electric charge, community outage prompt and wallet operation prompt.
Optionally, the account processing module further comprises a permission unit, which is used for generating corresponding operation permissions according to account registration, account binding and account authentication operations performed by the user; the operation authority at least comprises an electric charge payment operation authority, an electric charge wallet operation authority, a shopping payment operation authority or a setting authority of the terminal APP.
Optionally, the terminal APP further comprises an intelligent community module, which is used for collecting position information, community information, energy related information and intelligent control information;
the cloud server comprises an intelligent community management module and is used for carrying out data networking analysis processing according to the position information, community information, energy related information and intelligent control information acquired by the intelligent community module to obtain intelligent community information so as to be pushed to the intelligent community module.
In order to achieve the above object, according to another aspect of the embodiments of the present application, there is provided a method for managing intelligent energy information.
The intelligent energy information management method provided by the embodiment of the application comprises the following steps:
under the condition that a user starts a terminal APP operation, an account processing module identifies account registration, account binding or account authentication operation of the user;
the account processing module sends the account registration, account binding or account authentication operation of the user to a cloud server, and the cloud server verifies information in the account registration, account binding or account authentication operation and determines the authority corresponding to the account after verification is passed;
based on the authority determined by the cloud server, under the condition that a user is received to perform language setting, a language selection module requests a corresponding language configuration file from the end server;
the method comprises the steps that an instruction input module acquires an energy information operation instruction input by a user, wherein the energy information operation instruction at least comprises a voice information instruction, an image information instruction or a text information instruction;
the cloud server analyzes the voice information instruction, the image information instruction or the text information instruction, and invokes corresponding execution logic according to the analyzed result;
and the cloud server analyzes the user behavior data according to the subscription operation of the user and the stored user behavior data to generate push information and sends the push information to the subscription module.
To achieve the above object, according to still another aspect of an embodiment of the present application, there is provided an electronic apparatus.
The electronic equipment of the embodiment of the application comprises: one or more processors; and the storage device is used for storing one or more programs, and when the one or more programs are executed by the one or more processors, the one or more processors are enabled to realize the intelligent energy information management method.
To achieve the above object, according to still another aspect of the embodiments of the present application, there is provided a computer-readable medium having stored thereon a computer program, characterized in that the program, when executed by a processor, implements the management system of intelligent energy information of any one of the above.
One embodiment of the above application has the following advantages or benefits: including terminal APP and high in the clouds server, terminal APP with the high in the clouds server passes through communication network connection, terminal APP includes: the system comprises an account processing module, an instruction input module, a language selection module and a subscription module; the account processing module is used for at least carrying out account registration, account binding and account authentication operation by a user; the instruction input module is used for acquiring the input of the energy information operation instruction of the user; the language selection module is used for setting languages for users; the subscription module is used for subscribing the user; the cloud server includes: the system comprises an account information management module, an instruction identification module, a language configuration module and a subscription information generation module; the account information management module is used for identifying the category and the corresponding authority of the user account, wherein the category at least comprises a tourist user, a registered user and an authenticated user; the instruction identification module is used for analyzing and identifying according to the input of the energy information operation instruction of the user; the language configuration module configures files corresponding to languages according to the setting of the languages by a user; the subscription information generation module is used for generating push information according to the subscription operation of the user and sending the push information to the subscription module. The management system can realize multilingual configuration, intelligently identify the input voice instruction, image instruction or text instruction, and generate corresponding operation authorities for different account operations, thereby improving the security of account processing.
Further effects of the above-described non-conventional alternatives are described below in connection with the embodiments.
Drawings
The drawings are included to provide a better understanding of the application and are not to be construed as unduly limiting the application. Wherein:
FIG. 1 is a schematic diagram of a system for managing intelligent energy information according to an embodiment of the present application;
FIG. 2 is a schematic diagram of a system for managing intelligent energy information according to an embodiment of the present application;
FIG. 3 is a schematic diagram of a method of managing intelligent energy information according to an embodiment of the present application;
FIG. 4 is an exemplary system architecture diagram in which embodiments of the present application may be applied;
fig. 5 is a schematic diagram of a computer system suitable for use in implementing an embodiment of the application.
Detailed Description
Exemplary embodiments of the present application will now be described with reference to the accompanying drawings, in which various details of the embodiments of the present application are included to facilitate understanding, and are to be considered merely exemplary. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the application. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.
Fig. 1 is a schematic diagram of a management system for intelligent energy information according to an embodiment of the present application, and as shown in fig. 1, the management system for intelligent energy information according to an embodiment of the present application mainly includes a terminal APP and a cloud server, where the terminal APP is connected to the cloud server through a communication network. In the present application, the energy information may refer to energy information such as electricity, gas, water, etc., and in order to illustrate the scheme of the present application in detail, the electric energy is illustrated in the following examples.
Fig. 2 is a schematic diagram of a management system of intelligent energy information according to an embodiment of the present application, as shown in fig. 2, the terminal APP201 includes: an account processing module 2011, an instruction input module 2012, a language selection module 2013, and a subscription module 2014. The account processing module 2011 is configured to perform at least account registration, account binding, and account authentication operations, and optionally, account cancellation and account unbinding operations. In an implementation embodiment, account binding needs to be associated according to real names and the like, fuzzy inquiry needs to be authenticated by real names, the number of accounts which can be bound by different levels of accounts is different, if a high-level account can bind 10 pieces of residence account number information and 5 pieces of account number information of other scenes, wherein the account number information comprises account names, addresses and power consumption account numbers, if all three pieces of information are desensitized (namely information hiding), a customer cannot distinguish a plurality of own account numbers, in order to facilitate the customer to distinguish the account numbers and prevent information leakage, and the user information bound by the customer is desensitized by the account names and addresses, and the power consumption account numbers are not desensitized. At present, when a marketing system is matched with a household number through a mobile phone number, a client without real-name authentication can directly bind the low-pressure household number, so that the security of binding the household number is improved, the risk of malicious binding the household number is prevented, and the client is required to carry out real-name authentication before binding the low-pressure household number. In order to improve convenience of binding the customer with the user number, the customer can be directly bound without off-line auditing when binding the high-risk customer. Optionally, to prevent the client from preventing malicious binding risk, unbinding the number is not allowed within 24 hours after binding the number. After the processes of the sales, the passing business and the like are archived, all binding relations of the user number are automatically released, wherein the archiving refers to storing corresponding information so as to facilitate subsequent searching of operation records.
The instruction input module 2012 is used for collecting the input of the energy information operation instruction of the user; the language selection module 2013 is configured to perform language setting for a user. The subscription module 2014 is used for a user to subscribe.
The cloud server 202 includes: an account information management module 2021, an instruction recognition module 2022, a language configuration module 2023, and a subscription information generation module 2024. The account information management module 2021 is configured to identify a category of the user account and a corresponding authority, where the category includes at least a guest user, a registered user, and an authenticated user. In an implementation embodiment, the terminal APP201 further includes a display module, that is, when the user uses the terminal APP, the APP may display the category of the user account and the corresponding authority through different contexts, for example, the context of the APP is white, which represents that the account currently used by the user is a guest user, that is, an unregistered account. The background of APP is blue-colored and represents that the account currently used by the user is a registered user, i.e., a registered account but not authenticated. The background of APP is that the account currently used by the pink representative user is the authenticated user, i.e. the registered account and account information authentication is also performed. In addition, the background color of the APP is settable by the authenticated user.
The instruction recognition module 2022 is configured to parse and recognize the input of the operation instruction according to the energy information of the user. The language configuration module 2023 configures a file corresponding to a language according to a user's setting of the language, which may be performed through a user's voice input. The subscription information generation module 2024 is configured to generate push information according to a subscription operation of the user, and send the push information to the subscription module 2014.
More preferably, the instruction input module 2012 is at least one of a voice acquisition module, an image acquisition module, or a text acquisition module. Correspondingly, the instruction recognition module 2022 is a voice processing module, an image processing module, or a text processing module.
More preferably, the instruction recognition module 2022 includes a processing data storage unit, a control unit, and a machine learning unit. The processing data storage unit is used for storing data acquired by the voice acquisition module, the image acquisition module or the text acquisition module. The control unit includes: the instruction cache unit is used for storing training instructions to be executed; the training instruction processing unit is used for acquiring training instructions from the instruction cache unit and decoding the training instructions; a scalar register file for storing an operation code and an operand corresponding to the training instruction; and the instruction processing unit is used for judging the training instruction and the operation code and the operand corresponding to the training instruction and providing the training instruction for the machine learning unit. And the machine learning unit performs neural network training at regular time according to the acquired data and the training instruction so as to obtain a voice processing module, an image processing module or a text processing module.
More preferably, the language selection module 2013 is at least used for selecting chinese, english and Tibetan. The embodiment of the application adds English translation and Tibetan translation, develops English and Tibetan page adaptation design and English Tibetan adaptation micro-application transformation, provides double-language selection of English, tibetan and Chinese for the use of clients, realizes the diversification of the use of the clients, and is convenient for the use of English and Tibetan clients. And by establishing a language identification tag library and performing the main flow model Chinese interface layout adaptation adjustment of the iOS and Android two-platform, developing Chinese and English and Chinese and Tibetan bilingual editions, providing bilingual selection of English and Chinese, english and Tibetan for customers, realizing the diversification of customers' use and facilitating the use of English and Tibetan customers. And moreover, an Internet design concept is adopted, so that the principle of extremely experience of clients is met, one-stop and multi-scene service is provided for the clients, and an APP Chinese-English and Chinese-Tibetan translation platform is provided for the APP Chinese-English and Chinese-Tibetan bilingual edition. Optionally, the language selection module 2013 may be configured to download a language library of a desired language, and set the APP according to the embodiment of the present application based on the downloaded language library. For example, the APP of the German version can be realized by downloading the German language library and carrying out language configuration operation, and the APP can be used as a platform for Chinese-German translation, so that the requirements of users on languages are met, and the operations of the users are facilitated.
More preferably, the subscription module 2014 is at least used for pushing energy information, early warning of electric charge, community outage prompt and wallet operation prompt. The energy information pushing can realize targeted information pushing by paying attention to a subscription account or an energy information platform. Further, the subscription module 2014 of the APP can default to push information or reminder at a timing, and the time or switch of the timing push is set according to the category of the account, and the setting process can be realized through voice input of a user. And, to enhance the user's reading experience, the user may select or set himself/herself with the visual interface of the subscription module 2014. For example, for a water energy information push, the sound of water can be simulated to suggest that the push is information about the water energy. For electric vehicle information pushing, the electric vehicle effect display can be performed through a page to prompt that the pushing is information about the electric vehicle. Further display windows and effects can be set according to the category of the account, and the setting process can be realized through voice input of a user.
More preferably, the account processing module 2011 further includes a permission unit, configured to generate a corresponding operation permission according to account registration, account binding, and account authentication performed by the user; the operation authority at least comprises an electric charge payment operation authority, an electric charge wallet operation authority, a shopping payment operation authority or a setting authority of the terminal APP 201.
More preferably, the terminal APP201 further includes an intelligent community module, configured to collect location information, community information, energy related information, and intelligent control information. The cloud server 202 includes an intelligent community management module, and is configured to perform data networking analysis processing according to the location information, community information, energy related information, and intelligent control information collected by the intelligent community module, so as to obtain intelligent community information, so as to push the intelligent community information to the intelligent community module. In an implementation embodiment, the cluster analysis processing can be performed on the resident types or the number of all residents in the community and the electricity consumption behaviors (electricity consumption period, electricity consumption, energy cost expenditure and the like) of the users, so that the electricity consumption analysis of the community can be obtained under the modes of the community types, the buildings and the like, and the process can be realized through a neural network to obtain more accurate data analysis and more accurate intelligent community information. Further, energy collection, energy conversion, energy distribution, heat recovery, or the like can be performed according to the analysis result, thereby achieving an improvement in energy utilization efficiency.
Preferably, the terminal APP201 includes an account asset module, a payment password management module, and a security center module. The account property module can provide the loan residual amount of the electric e-loan product, the amount to be returned, the balance of the electric e-loan product and the financing income situation query function for enterprise users. For individual users, a query function of individual credit remaining amount, amount to be returned is provided. The payment password management module can realize the opening and closing setting of fingerprint payment, face-scanning payment and micropayment-free function, so that the payment is safer, faster and more convenient, the embarrassment of forgetting the password is avoided, and the payment experience of a customer is improved. Specifically, the fingerprint payment opening function, fingerprint payment opening verification personal operation, fingerprint payment setting function, fingerprint verification and fingerprint payment closing function are included. And the face recognition device comprises a face payment opening setting, a face recognition page of the face payment and a face payment closing function. Further, the method comprises the steps of opening the secret payment, setting the secret payment, and closing the secret payment. And the security center module is used for adding a faceID identification login setting for faceID equipment. In addition, the new login device management function is added, so that the mobile phone model and login time of the client login device can be recorded. In order to improve account login security, the account is prevented from being stolen or illegally operated. When a client logs in an APP (application) through a new device or an untrusted device, abnormal login reminding is carried out, and the client is guided to carry out security verification.
More preferably, the terminal APP comprises a guiding module and a functional partitioning module, and the cloud platform of the cloud server comprises a service layer and a supporting layer. After the terminal APP is turned on, i.e., after the terminal APP is turned on, the page displayed by the APP is a guide module, which may include a plurality of units, and the format of each unit (e.g., the size of the display frame, the color of the format frame, the position of the format frame, etc.) may be dynamically set in real time, e.g., the color of the display frame of a certain unit is better at timing or random, or the position or color of the display frame of a certain unit may be adjusted according to the operation frequency of the user. After the terminal APP is started, the corresponding service operation area or user information management module can be directly reached through each unit in the guiding module of the APP.
The guiding module at least comprises a multi-user guiding unit, a function guiding unit, an operation guiding unit and a guiding setting unit, wherein the multi-user guiding unit comprises energy information guiding of a plurality of users, and the users comprise residential users and enterprise users. For example, the multi-user guiding unit includes own home energy information processing, father home energy information processing, daughter home energy information processing, a business enterprise energy information processing, and the like, and by clicking a certain box in the multi-user guiding unit, the multi-user guiding unit can directly reach the energy information processing module or unit of the corresponding user.
The function guiding unit comprises a plurality of function partition guiding units, and the corresponding function partition modules can be directly reached through the selection operation of the unit. For example, the function guidance unit may include a residential subscriber unit guidance, an enterprise subscriber unit guidance, an electric vehicle unit guidance, or a new energy unit guidance, clicking on a certain guidance may be directed to the target function partition module.
The operation guiding unit at least comprises an electric charge paying operation guiding, an electric charge wallet operation guiding and a shopping payment operation guiding, wherein the electric charge paying operation guiding can be used for directly carrying out electric charge paying operation, the wallet balance inquiry, wallet recharging or wallet operation record inquiry and other operations can be directly carried out through the electric charge wallet operation, and the shopping payment operation guiding can be used for directly carrying out shopping payment operation, such as store shopping, subway card swiping and other operations.
The guide setting unit is at least used for deleting and setting and format setting of each unit of the guide module, and the guide setting unit can be used for setting the unit frame of the guide page. The format of the unit frame can be specifically set through the dragging of the unit frame, the clicking operation of the page, the voice input and the like.
The functional partitioning module at least comprises a residential user unit, an enterprise user unit, an electric vehicle unit and a new energy unit. The residential subscriber unit and the enterprise subscriber unit are respectively operated for energy information of community residential families, enterprises and public institutions, such as electric charge payment, balance inquiry, statistical information analysis results and the like. The residential scene is mainly oriented to low-voltage resident users, and the home page is added with contents such as code scanning function, channels, user numbers, menu editing and the like for focusing on data information and operation of the users. The realization of the enterprise user unit is mainly aimed at enterprise users, and the code scanning function, channels, user numbers, menu editing and other contents are added on the front page of the enterprise for focusing on the data information and operation of the enterprise. The electric vehicle unit is used for information operation of electric vehicle energy. And the new energy unit is used for pushing, checking, integrating information and the like of the new energy information. The new energy unit is mainly oriented to the photovoltaic user, and is used for adding the code scanning function, channels, user numbers, menu editing and other contents on the front page of enterprises and public institutions for focusing the data information and operation of the photovoltaic user.
The service layer is used for realizing the service of each functional partition in the functional partition module, and the support layer is used for realizing the specific operation under each functional partition service.
More preferably, the terminal APP further includes a starting module, where the starting module is configured to invoke the supporting layer after starting the terminal APP, so as to trigger the guiding module. The terminal APP further comprises a high-speed local storage, wherein the high-speed local storage is used for storing account information and configuration information of the guide module corresponding to the account information. And the starting module calls the supporting layer based on the target account information stored in the high-speed local storage, and calls configuration information of the guide module corresponding to the target account information in the high-speed local storage according to feedback information of the supporting layer.
More preferably, the terminal APP further includes a store unit, and for focusing on data information and operation of the merchant, content such as a code scanning function, a channel, a user number, and menu editing is added to a front page of the store for a main small merchant user. The method can directly carry out store shopping payment operation, subway scanning operation and the like. More preferably, the terminal APP further comprises an energy hotspot module, and the service layer further comprises an energy hotspot management module. The terminal APP also includes my module. The energy hot spot module can be used for providing hot spot functions related to electric automobiles and electronic commerce, and contents such as hot spot articles and videos. The terminal APP bottom navigation bar is newly added with hot spot navigation, and the hot spot navigation provides the latest information for users in the forms of graphics context and video, mainly comprises recommendation, headline, local, thematic, video, electric vehicles, new energy sources and the like, and the users can browse the fresh news information under different classifications and can forward, comment, praise and collect the articles of interest. The my module is used for providing functional services such as service records, user number management, account and security, common problems, my subscription, opinion feedback and the like.
More preferably, the service layer comprises an intelligent community management module corresponding to the terminal APP. The intelligent community module is at least used for collecting position information, community information, energy related information and intelligent control information. The intelligent community management module comprises: the intelligent community data storage module is used for storing the position information, community information, energy related information and intelligent control information acquired by the intelligent community module; and the community energy integration processing unit is used for processing the data stored by the intelligent community data storage module to obtain intelligent community information so as to be pushed to the intelligent community module. In an implementation embodiment, the community energy integration processing unit may process the data stored in the intelligent community data storage module at regular time, for example, according to the analyzed electricity consumption conditions of each period of the community, the intelligence may refer to the charging time of the electric automobile, or according to the set requirements, give electricity consumption reminding (monthly electricity consumption data analysis, monthly electricity consumption behavior analysis, etc.). More preferably, the supporting layer further comprises a behavior analysis module and a behavior data storage module; the behavior data storage module is used for collecting and storing operation data of the terminal APP, and the behavior analysis module performs neural network training according to the data stored by the behavior data storage module to obtain an early warning model. The terminal APP further comprises an early warning module, and the early warning module is used for pushing early warning analysis according to the early warning model. The support layer further includes a control module, the control module including: the system comprises a behavior analysis instruction cache unit, a behavior analysis instruction processing unit and a storage queue unit; the behavior analysis instruction cache unit is used for storing calculation instructions related to the operation of the behavior analysis artificial neural network; the behavior analysis instruction processing unit is used for analyzing the behavior analysis calculation instruction to obtain a plurality of operation instructions; the store queue unit is configured to store an instruction queue, where the instruction queue includes: a plurality of arithmetic instructions or calculation instructions to be executed in the order of the queue.
Fig. 3 is a schematic diagram of a method for managing intelligent energy information according to an embodiment of the present application, and as shown in fig. 3, the method for managing intelligent energy information according to an embodiment of the present application includes:
step S301: under the condition that a user starts the terminal APP operation, the account processing module identifies the account registration, account binding or account authentication operation of the user.
Step S302: the account processing module sends the account registration, account binding or account authentication operation of the user to a cloud server, and the cloud server verifies information in the account registration, account binding or account authentication operation and determines the authority corresponding to the account after verification is passed.
Step S303: based on the authority determined by the cloud server, the language selection module requests the corresponding language configuration file from the end server under the condition that the user is received to perform language setting.
Step S304: the instruction input module acquires an energy information operation instruction input by a user, wherein the energy information operation instruction at least comprises a voice information instruction, an image information instruction or a text information instruction.
Step S305: the cloud server analyzes the voice information instruction, the image information instruction or the text information instruction, and invokes corresponding execution logic according to the analyzed result.
Step S306: and the cloud server analyzes the user behavior data according to the subscription operation of the user and the stored user behavior data to generate push information and sends the push information to the subscription module. According to the embodiment of the application, multilingual configuration can be realized, the input voice instruction, image instruction or text instruction can be intelligently identified, and corresponding operation authorities are generated for different account operations, so that the security of account processing is improved.
Fig. 4 illustrates an exemplary system architecture 400 of a management system for intelligent energy information or a management system for intelligent energy information to which embodiments of the present application may be applied.
As shown in fig. 4, the system architecture 400 may include terminal devices 401, 402, 403, a network 404, and a server 405. The network 404 is used as a medium to provide communication links between the terminal devices 401, 402, 403 and the server 405. The network 404 may include various connection types, such as wired, wireless communication links, or fiber optic cables, among others.
A user may interact with the server 405 via the network 404 using the terminal devices 401, 402, 403 to receive or send messages or the like. Various communication client applications, such as shopping class applications, web browser applications, search class applications, instant messaging tools, mailbox clients, social platform software, etc. (by way of example only) may be installed on the terminal devices 401, 402, 403.
The terminal devices 401, 402, 403 may be various electronic devices having a display screen and supporting web browsing, including but not limited to smartphones, tablets, laptop and desktop computers, and the like.
The server 405 may be a server providing various services, such as a background management server (by way of example only) providing support for shopping-type websites browsed by users using the terminal devices 401, 402, 403. The background management server can analyze and other data of the received product information inquiry request and feed back the processing result to the terminal equipment.
It should be noted that, the method for managing energy information provided in the embodiment of the present application is generally executed by the server 405, and accordingly, the device for managing energy information is generally disposed in the server 405.
It should be understood that the number of terminal devices, networks and servers in fig. 4 is merely illustrative. There may be any number of terminal devices, networks, and servers, as desired for implementation.
Referring now to FIG. 5, there is illustrated a schematic diagram of a computer system 500 suitable for use in implementing an embodiment of the present application. The terminal device shown in fig. 5 is only an example, and should not impose any limitation on the functions and the scope of use of the embodiment of the present application.
As shown in fig. 5, the computer system 500 includes a Central Processing Unit (CPU) 501, which can perform various appropriate actions and processes according to a program stored in a Read Only Memory (ROM) 502 or a program loaded from a storage section 508 into a Random Access Memory (RAM) 503. In the RAM 503, various programs and data required for the operation of the system 500 are also stored. The CPU 501, ROM 502, and RAM 503 are connected to each other through a bus 504. An input/output (I/O) interface 505 is also connected to bus 504.
The following components are connected to the I/O interface 505: an input section 506 including a keyboard, a mouse, and the like; an output portion 507 including a Cathode Ray Tube (CRT), a Liquid Crystal Display (LCD), and the like, and a speaker, and the like; a storage portion 508 including a hard disk and the like; and a communication section 509 including a network interface card such as a LAN card, a modem, or the like. The communication section 509 performs communication processing via a network such as the internet. The drive 510 is also connected to the I/O interface 505 as needed. A removable medium 511 such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, or the like is mounted on the drive 510 as needed so that a computer program read therefrom is mounted into the storage section 508 as needed.
In particular, according to embodiments of the present disclosure, the processes described above with reference to flowcharts may be implemented as computer software programs. For example, embodiments of the present disclosure include a computer program product comprising a computer program embodied on a computer readable medium, the computer program comprising program code for performing the method shown in the flow chart. In such an embodiment, the computer program may be downloaded and installed from a network via the communication portion 509, and/or installed from the removable media 511. The above-described functions defined in the system of the present application are performed when the computer program is executed by a Central Processing Unit (CPU) 501.
The computer readable medium shown in the present application may be a computer readable signal medium or a computer readable storage medium, or any combination of the two. The computer readable storage medium can be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or a combination of any of the foregoing. More specific examples of the computer-readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the context of this document, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In the present application, however, the computer-readable signal medium may include a data signal propagated in baseband or as part of a carrier wave, with the computer-readable program code embodied therein. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination of the foregoing. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: wireless, wire, fiber optic cable, RF, etc., or any suitable combination of the foregoing.
The flowcharts and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present application. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams or flowchart illustration, and combinations of blocks in the block diagrams or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
The modules involved in the embodiments of the present application may be implemented in software or in hardware. The described modules may also be provided in a processor, for example, as: a processor comprises an account information management module, an instruction identification module, a language configuration module and a subscription information generation module. The names of these modules do not constitute limitations on the module itself in some cases, and for example, the account information management module may also be described as "a module for identifying the category of the user account and the corresponding authority".
As another aspect, the present application also provides a computer-readable medium that may be contained in the apparatus described in the above embodiments; or may be present alone without being fitted into the device. The computer readable medium carries one or more programs, and when the one or more programs are executed by one device, the device realizes multilingual configuration, intelligently recognizes input voice instructions, image instructions or text instructions, generates corresponding operation authorities for different account operations, and improves the security of account processing.
The above embodiments do not limit the scope of the present application. It will be apparent to those skilled in the art that various modifications, combinations, sub-combinations and alternatives can occur depending upon design requirements and other factors. Any modifications, equivalent substitutions and improvements made within the spirit and principles of the present application should be included in the scope of the present application.

Claims (9)

1. An intelligent energy information management system comprises a terminal APP and a cloud server,
the terminal APP with the cloud server passes through communication network connection, its characterized in that, terminal APP includes: the system comprises an account processing module, an instruction input module, a language selection module and a subscription module; the account processing module is used for at least carrying out account registration, account binding and account authentication operation by a user; the instruction input module is used for acquiring the input of the energy information operation instruction of the user; the language selection module is used for setting languages for users; the subscription module is used for subscribing the user;
the cloud server includes: the system comprises an account information management module, an instruction identification module, a language configuration module and a subscription information generation module; the account information management module is used for identifying the category and the corresponding authority of the user account, wherein the category at least comprises a tourist user, a registered user and an authenticated user; the instruction identification module is used for analyzing and identifying according to the input of the energy information operation instruction of the user; the language configuration module configures files corresponding to languages according to the setting of the languages by a user; the subscription information generation module is used for generating push information according to subscription operation of a user and sending the push information to the subscription module;
the account processing module further comprises an authority unit which is used for generating corresponding operation authorities according to account registration, account binding and account authentication operations performed by the user; the operation authority at least comprises an electric charge payment operation authority, an electric charge wallet operation authority, a shopping payment operation authority or a setting authority of the terminal APP;
the cloud server is also used for controlling the display background of the terminal APP according to the operation rights.
2. The management system of claim 1, wherein the instruction input module is a voice acquisition module, an image acquisition module, or a text acquisition module; correspondingly, the instruction recognition module is a voice processing module, an image processing module or a text processing module.
3. The management system according to claim 2, wherein the instruction recognition module includes a processing data storage unit, a control unit, and a machine learning unit;
the processing data storage unit is used for storing data acquired by the voice acquisition module, the image acquisition module or the text acquisition module;
the control unit includes: the instruction cache unit is used for storing training instructions to be executed; the training instruction processing unit is used for acquiring training instructions from the instruction cache unit and decoding the training instructions; a scalar register file for storing an operation code and an operand corresponding to the training instruction; the instruction processing unit is used for judging the training instruction and the operation code and the operand corresponding to the training instruction and providing the training instruction for the machine learning unit;
and the machine learning unit performs neural network training at regular time according to the acquired data and the training instruction so as to obtain a voice processing module, an image processing module or a text processing module.
4. The system of claim 1, wherein the language selection module is configured to select at least chinese, english, and Tibetan.
5. The management system of claim 1, wherein the subscription module is configured to push at least energy information, pre-warning of electricity charges, community blackout prompts, wallet operation prompts.
6. The management system according to claim 1, wherein the terminal APP further comprises an intelligent community module for collecting location information, community information, energy related information, intelligent control information;
the cloud server comprises an intelligent community management module and is used for carrying out data networking analysis processing according to the position information, community information, energy related information and intelligent control information acquired by the intelligent community module to obtain intelligent community information so as to be pushed to the intelligent community module.
7. A method for managing intelligent energy information is characterized by comprising the following steps of,
under the condition that a user starts a terminal APP operation, an account processing module identifies account registration, account binding or account authentication operation of the user;
the account processing module sends the account registration, account binding or account authentication operation of the user to a cloud server, and the cloud server verifies information in the account registration, account binding or account authentication operation and determines the authority corresponding to the account after verification is passed; the cloud server generates corresponding operation rights according to account registration, account binding and account authentication operations performed by a user; the operation authority at least comprises an electric charge payment operation authority, an electric charge wallet operation authority, a shopping payment operation authority or a setting authority of the terminal APP;
based on the authority determined by the cloud server, under the condition that a user is received to perform language setting, a language selection module requests a corresponding language configuration file from the end server; according to the operation authority, controlling the display background of the terminal APP;
the method comprises the steps that an instruction input module acquires an energy information operation instruction input by a user, wherein the energy information operation instruction at least comprises a voice information instruction, an image information instruction or a text information instruction; the cloud server analyzes the voice information instruction, the image information instruction or the text information instruction, and invokes corresponding execution logic according to the analyzed result;
and the cloud server analyzes the user behavior data according to the subscription operation of the user and the stored user behavior data to generate push information and sends the push information to the subscription module.
8. An electronic device, comprising:
one or more processors;
storage means for storing one or more programs,
the one or more programs, when executed by the one or more processors, cause the one or more processors to implement the method as in claim 7.
9. A computer readable medium, on which a computer program is stored, characterized in that the program, when being executed by a processor, implements the management system according to any of claims 1-6.
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