CN112991102A - Wisdom community remote data gathers application apparatus - Google Patents

Wisdom community remote data gathers application apparatus Download PDF

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Publication number
CN112991102A
CN112991102A CN202110041387.5A CN202110041387A CN112991102A CN 112991102 A CN112991102 A CN 112991102A CN 202110041387 A CN202110041387 A CN 202110041387A CN 112991102 A CN112991102 A CN 112991102A
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community
acquisition
remote data
data
data acquisition
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管连兵
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Guizhou Shenou Communication Electronic Technology Co ltd
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Guizhou Shenou Communication Electronic Technology Co ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/16Real estate
    • G06Q50/163Property management
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/04Architecture, e.g. interconnection topology
    • G06N3/042Knowledge-based neural networks; Logical representations of neural networks
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06NCOMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00Computing arrangements based on biological models
    • G06N3/02Neural networks
    • G06N3/08Learning methods
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION 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
    • G06Q30/00Commerce
    • G06Q30/02Marketing; Price estimation or determination; Fundraising
    • G06Q30/0201Market modelling; Market analysis; Collecting market data
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16YINFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y10/00Economic sectors
    • G16Y10/45Commerce
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16YINFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y10/00Economic sectors
    • G16Y10/80Homes; Buildings
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16YINFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y20/00Information sensed or collected by the things
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16YINFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y20/00Information sensed or collected by the things
    • G16Y20/30Information sensed or collected by the things relating to resources, e.g. consumed power
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16YINFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y20/00Information sensed or collected by the things
    • G16Y20/40Information sensed or collected by the things relating to personal data, e.g. biometric data, records or preferences
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16YINFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y40/00IoT characterised by the purpose of the information processing
    • G16Y40/10Detection; Monitoring

Abstract

The invention provides a smart community remote data acquisition application, which is applied to the technical field of data processing and is realized by a smart community remote data acquisition method, a smart community remote data acquisition system and a smart community remote data acquisition terminal, wherein the acquisition application comprises the following steps: the intelligent household intelligent management system comprises housing information acquisition, road information acquisition, channel information acquisition, police affair information acquisition, parking information acquisition, catering information acquisition, market information acquisition-dish market commodity distribution diagram acquisition, supermarket mall map acquisition, sports field information acquisition and cultural field center information acquisition, and realizes the integration of a security system, a parking system, a community business service system and a modularized management system of a smart medical system in a family, so that owners, property and security are communicated immediately, community business service resources are shared, the health of residents is guaranteed, the life is more convenient, and the construction of a smart city is promoted.

Description

Wisdom community remote data gathers application apparatus
Technical Field
The invention relates to the technical field of data processing, in particular to remote data acquisition application of an intelligent community.
Background
The intelligent community is a city form under the innovative environment of new generation information technology support and knowledge society. At present, the Internet industry, the Internet of things industry and the community management are effectively permeated and fused by advanced technologies and concepts such as mobile Internet, cloud computing, big data and the Internet of things, and some intelligent management systems for creating intelligent communities are generated.
However, the existing intelligent management systems are more for parking lot management, access control management, elevator management and some convenience service management, the functions are not perfect enough, the utilization rate of people is not high, and the intelligent management systems are not beneficial to the construction of smart communities and smart cities, and the existing intelligent management systems also have the following problems:
(1) the intelligent management system has the advantages that all modules are disorderly managed, effective and reasonable management is lacked, so that the living quality of residents is not improved, and the construction of an intelligent city is not facilitated;
(2) the parking lot management only solves the problem of vehicle access through community entrance and exit management at present, the parking problem after the vehicle enters a community is not effectively solved, and the phenomenon that residents are inconvenient to access or even traffic jam in the community is caused due to disorder parking and random placement still exists;
(3) the security system is not sound enough, is only limited to security outside a house, but lacks necessary management on security in residential houses, and the security in the house plays a vital role on security of the whole community;
(4) the business district service of the community is not sufficiently utilized, various business district resources in the community are not integrated and utilized and are released to community residents in real time, so that the community residents often cannot know the service, promotion activity and the like provided by nearby business districts, cannot know where to buy products, pay fees and the like, and the community is not convenient for people;
(5) the development of health management related to intelligent medical treatment is lagged, community residents often cannot know which medical institutions such as large hospitals and community service hospitals are nearby and cannot know the medical institutions, so that the large hospitals are difficult to register, queue and treat diseases, and medical equipment and medical staff of the community service hospitals are wasted in resources;
(6) the development of intelligent old-age care medical services is lagged, so that the health condition of the old in the community at late years is great, and the pressure of medical and health consumption expenditure of old families, empty nests and the old is not beneficial to the health of the old and causes overlarge pressure of children.
Therefore, it is urgently needed to design a modular management system integrating a security system, a parking system, a community business service system and a smart medical system in a home, so that owners, property and security personnel can communicate with each other instantly, community business service resources are shared, the health of residents is guaranteed, the life is more convenient, and the construction of a smart city is promoted.
Disclosure of Invention
The invention provides remote data acquisition application of a smart community, which integrates a security system, a parking system, a community business service system and a modular management system of a smart medical system in a family, so that owners, property and security personnel can communicate with each other in real time, community business service resources are shared, the health of residents is guaranteed, the life is more convenient, and the construction of a smart city is promoted.
The invention adopts the following technical means for solving the technical problems:
the invention provides a smart community remote data acquisition application, which is realized by a smart community remote data acquisition method, a smart community remote data acquisition system and a smart community remote data acquisition terminal, and comprises the following steps:
collecting housing information, namely collecting housing contracts, calibrating and tracking living change of each housing worker in the community, recording water, electricity and fuel, following the amount of rented houses, freezing and unfreezing deposit, managing and registering the community and registering epidemic situation workers;
collecting road information, collecting road maps in a community, collecting information in road construction, positioning road vehicle information and collecting the information of the number of road people;
channel information collection, sewage sewer map collection, septic tank sewer map collection, sewage drainage sewer map collection, sewer water volume data collection and sewer emergency data collection;
police information collection-current on-duty police information collection, police task information collection, emergency task information collection, community safety monitoring information collection and event police deployment;
collecting parking information, collecting a parking lot map, collecting data of the number of parked vehicles and the remaining parking spaces, collecting the remaining parking spaces of the charging piles, and collecting real-time charging data of the vehicles;
food and beverage information acquisition-food and beverage store position acquisition, food and beverage category acquisition and food and beverage people flow data acquisition;
market information acquisition, namely acquiring a dish market commodity distribution diagram and acquiring a supermarket shopping mall diagram;
sports ground information acquisition-sports ground map acquisition;
information collection of culture site center, festival culture information collection and crowd user analysis data collection.
Further, the intelligent community remote data acquisition method is adopted to implement the acquisition application, and the intelligent community remote data acquisition method comprises the following steps:
connecting off-line data blocks, wherein at least one off-line data block is deployed in a community, and an LoRa wireless module is collocated in the off-line data blocks;
according to a preset internet of things protocol, sending a data acquisition instruction to each acquisition terminal through the offline data block, wherein the acquisition terminals comprise a mobile phone, a camera, a cash register, a parking gate control and a sewer pressure sensor;
and acquiring various community data output by each acquisition terminal, and deeply learning and processing various community data to draw the intelligent community office system.
Further, the intelligent community remote data acquisition method executes the step of sending data acquisition instructions to each acquisition terminal through the offline data block according to a preset internet of things protocol, and comprises the following steps:
the Bluetooth annunciators of the LoRa wireless module activating mobile phones, shooting, cashing, parking gate control and sewer pressure sensors are used for acquiring corresponding community data.
Further, the smart community remote data acquisition method for performing deep learning to process various community data to draw a smart community office system includes:
drawing a preliminary community topographic map according to the reserved community route and the underground route soil bureau;
entering various community data into a pre-trained knowledge graph neural network model, and outputting drawing data packets associated with various community data by the knowledge graph neural network;
and drawing each drawing data packet in the primary community topographic map according to knowledge map associated nodes through a pre-trained drawing model to form the intelligent community office system.
The invention also provides a smart community remote data acquisition device, which is adopted in the smart community remote data acquisition method, and the acquisition device comprises:
the system comprises a triggering module, a wireless module and a data processing module, wherein the triggering module is used for communicating offline data blocks, at least one offline data block is deployed in a community, and an LoRa wireless module is matched in the offline data blocks;
the instruction module is used for sending data acquisition instructions to each acquisition terminal through the offline data block according to a preset internet of things protocol, and each acquisition terminal comprises a mobile phone, a camera, a cash register, a parking gate control and a sewer pressure sensor;
and the acquisition module is used for acquiring various community data output by the acquisition terminal and deeply learning and processing various community data to draw the intelligent community office system.
The invention also provides a remote data acquisition system of the smart community, which is used for realizing the remote data acquisition application of the smart community, and the data acquisition system comprises:
the system comprises a mobile phone, a street monitoring camera, a sewer waterproof camera, a septic tank pressure sensor, a sewage channel waterproof camera, a sewer pressure sensor, a police alarm, a comet community remote data acquisition terminal, a parking lot monitoring camera, a parking lot gate control, a cashier desk, a street night illuminator and an offline data block;
the off-line data block adopts loRa wireless module wireless connection bluetooth signal ware in cell-phone, street surveillance camera head, the waterproof type camera of sewer, septic tank pressure sensors, the waterproof camera of sewage drain, sewer pressure sensors, police service siren, the remote data acquisition terminal of comatic community, parking area surveillance camera head, parking area gate, the cashier's desk and the street illuminator at night.
The invention also provides a smart community remote data acquisition terminal, which adopts the smart community remote data acquisition system to realize the smart community remote data acquisition application, and comprises the following steps:
the intelligent community remote data acquisition terminal is deployed in a community service hall;
the remote data acquisition terminal of the intelligent community comprises a display and a loudspeaker.
The invention provides remote data acquisition application of an intelligent community, which has the following beneficial effects:
the invention provides a smart community remote data acquisition application, which is realized by a smart community remote data acquisition method, a smart community remote data acquisition system and a smart community remote data acquisition terminal, and comprises the following steps: the intelligent household intelligent management system comprises housing information acquisition, road information acquisition, channel information acquisition, police affair information acquisition, parking information acquisition, catering information acquisition, market information acquisition-dish market commodity distribution diagram acquisition, supermarket mall map acquisition, sports field information acquisition and cultural field center information acquisition, and realizes the integration of a security system, a parking system, a community business service system and a modularized management system of a smart medical system in a family, so that owners, property and security are communicated immediately, community business service resources are shared, the health of residents is guaranteed, the life is more convenient, and the construction of a smart city is promoted.
Drawings
Fig. 1 is a schematic block diagram of a smart community remote data collection system according to an embodiment of the smart community remote data collection application of the present invention.
The implementation, functional features and advantages of the present invention will be further described with reference to the accompanying drawings.
Detailed Description
It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
Referring to fig. 1, a schematic block diagram of a smart community remote data acquisition system for smart community remote data acquisition application according to an embodiment of the present invention is shown;
the invention provides a smart community remote data acquisition application, which is realized by a smart community remote data acquisition method, a smart community remote data acquisition system and a smart community remote data acquisition terminal, and comprises the following steps:
collecting housing information, namely collecting housing contracts, calibrating and tracking living change of each housing worker in the community, recording water, electricity and fuel, following the amount of rented houses, freezing and unfreezing deposit, managing and registering the community and registering epidemic situation workers;
collecting road information, collecting road maps in a community, collecting information in road construction, positioning road vehicle information and collecting the information of the number of road people;
channel information collection, sewage sewer map collection, septic tank sewer map collection, sewage drainage sewer map collection, sewer water volume data collection and sewer emergency data collection;
police information collection-current on-duty police information collection, police task information collection, emergency task information collection, community safety monitoring information collection and event police deployment;
collecting parking information, collecting a parking lot map, collecting data of the number of parked vehicles and the remaining parking spaces, collecting the remaining parking spaces of the charging piles, and collecting real-time charging data of the vehicles;
food and beverage information acquisition-food and beverage store position acquisition, food and beverage category acquisition and food and beverage people flow data acquisition;
market information acquisition, namely acquiring a dish market commodity distribution diagram and acquiring a supermarket shopping mall diagram;
sports ground information acquisition-sports ground map acquisition;
information collection of culture site center, festival culture information collection and crowd user analysis data collection.
In one embodiment, the smart community remote data collection method is adopted to implement the collection application, and the smart community remote data collection method comprises the following steps:
connecting off-line data blocks, wherein at least one off-line data block is deployed in a community, and an LoRa wireless module is collocated in the off-line data blocks;
according to a preset internet of things protocol, sending a data acquisition instruction to each acquisition terminal through the offline data block, wherein the acquisition terminals comprise a mobile phone, a camera, a cash register, a parking gate control and a sewer pressure sensor;
and acquiring various community data output by each acquisition terminal, and deeply learning and processing various community data to draw the intelligent community office system.
Specifically, the intelligent community remote data acquisition method executes the step of sending a data acquisition instruction to each acquisition terminal through the offline data block according to a preset internet of things protocol, and comprises the following steps:
the Bluetooth annunciators of the LoRa wireless module activating mobile phones, shooting, cashing, parking gate control and sewer pressure sensors are used for acquiring corresponding community data.
In one embodiment, the smart community remote data collection method for performing deep learning to process various types of community data to draw a smart community office system includes:
drawing a preliminary community topographic map according to the reserved community route and the underground route soil bureau;
entering various community data into a pre-trained knowledge graph neural network model, and outputting drawing data packets associated with various community data by the knowledge graph neural network;
and drawing each drawing data packet in the primary community topographic map according to knowledge map associated nodes through a pre-trained drawing model to form the intelligent community office system.
The intelligent community remote data acquisition device provided by the invention adopts the intelligent community remote data acquisition device to execute the intelligent community remote data acquisition method, and the acquisition device comprises:
the system comprises a triggering module, a wireless module and a data processing module, wherein the triggering module is used for communicating offline data blocks, at least one offline data block is deployed in a community, and an LoRa wireless module is matched in the offline data blocks;
the instruction module is used for sending data acquisition instructions to each acquisition terminal through the offline data block according to a preset internet of things protocol, and each acquisition terminal comprises a mobile phone, a camera, a cash register, a parking gate control and a sewer pressure sensor;
and the acquisition module is used for acquiring various community data output by the acquisition terminal and deeply learning and processing various community data to draw the intelligent community office system.
The invention provides a remote data acquisition system of a smart community, which is used for realizing the remote data acquisition application of the smart community, and comprises the following components:
the system comprises a mobile phone, a street monitoring camera, a sewer waterproof camera, a septic tank pressure sensor, a sewage channel waterproof camera, a sewer pressure sensor, an police alarm, a smart community remote data acquisition terminal, a parking lot monitoring camera, a parking lot gate control, a cashier desk, a street night illuminator and an offline data block;
the off-line data block adopts loRa wireless module wireless connection bluetooth signal ware in cell-phone, street surveillance camera head, the waterproof type camera of sewer, septic tank pressure sensors, the waterproof camera of sewage drain, sewer pressure sensors, police service siren, the remote data acquisition terminal of comatic community, parking area surveillance camera head, parking area gate, the cashier's desk and the street illuminator at night.
The intelligent community remote data acquisition terminal provided by the invention adopts the intelligent community remote data acquisition system to realize the intelligent community remote data acquisition application, and comprises the following steps:
the intelligent community remote data acquisition terminal is deployed in a community service hall;
the remote data acquisition terminal of the intelligent community comprises a display and a loudspeaker.
Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.

Claims (7)

1. The smart community remote data acquisition application is characterized in that the smart community remote data acquisition method, the smart community remote data acquisition system and the smart community remote data acquisition terminal are used for realizing acquisition application, and the acquisition application comprises the following steps:
collecting housing information, namely collecting housing contracts, calibrating and tracking living change of each housing worker in the community, recording water, electricity and fuel, following the amount of rented houses, freezing and unfreezing deposit, managing and registering the community and registering epidemic situation workers;
collecting road information, collecting road maps in a community, collecting information in road construction, positioning road vehicle information and collecting the information of the number of road people;
channel information collection, sewage sewer map collection, septic tank sewer map collection, sewage drainage sewer map collection, sewer water volume data collection and sewer emergency data collection;
police information collection-current on-duty police information collection, police task information collection, emergency task information collection, community safety monitoring information collection and event police deployment;
collecting parking information, collecting a parking lot map, collecting data of the number of parked vehicles and the remaining parking spaces, collecting the remaining parking spaces of the charging piles, and collecting real-time charging data of the vehicles;
food and beverage information acquisition-food and beverage store position acquisition, food and beverage category acquisition and food and beverage people flow data acquisition;
market information acquisition, namely acquiring a dish market commodity distribution diagram and acquiring a supermarket shopping mall diagram;
sports ground information acquisition-sports ground map acquisition;
information collection of culture site center, festival culture information collection and crowd user analysis data collection.
2. The smart community remote data collection application according to claim 1, wherein the smart community remote data collection method is used for implementing the collection application, and the smart community remote data collection method comprises:
connecting off-line data blocks, wherein at least one off-line data block is deployed in a community, and an LoRa wireless module is collocated in the off-line data blocks;
according to a preset internet of things protocol, sending a data acquisition instruction to each acquisition terminal through the offline data block, wherein the acquisition terminals comprise a mobile phone, a camera, a cash register, a parking gate control and a sewer pressure sensor;
and acquiring various community data output by each acquisition terminal, and deeply learning and processing various community data to draw the intelligent community office system.
3. The intelligent community remote data acquisition application of claim 2, wherein the intelligent community remote data acquisition method performs the step of sending data acquisition commands to each acquisition terminal through the offline data block according to a preset internet of things protocol, and comprises the following steps:
the Bluetooth annunciators of the LoRa wireless module activating mobile phones, shooting, cashing, parking gate control and sewer pressure sensors are used for acquiring corresponding community data.
4. The intelligent community remote data collection application of claim 2, wherein the intelligent community remote data collection method comprises the following steps of performing deep learning to process various community data to draw an intelligent community office system:
drawing a preliminary community topographic map according to the reserved community route and the underground route soil bureau;
entering various community data into a pre-trained knowledge graph neural network model, and outputting drawing data packets associated with various community data by the knowledge graph neural network;
and drawing each drawing data packet in the primary community topographic map according to knowledge map associated nodes through a pre-trained drawing model to form the intelligent community office system.
5. A smart community remote data acquisition device, which is used to execute the smart community remote data acquisition method of any one of claims 2 to 4, the acquisition device comprising:
the system comprises a triggering module, a wireless module and a data processing module, wherein the triggering module is used for communicating offline data blocks, at least one offline data block is deployed in a community, and an LoRa wireless module is matched in the offline data blocks;
the instruction module is used for sending data acquisition instructions to each acquisition terminal through the offline data block according to a preset internet of things protocol, and each acquisition terminal comprises a mobile phone, a camera, a cash register, a parking gate control and a sewer pressure sensor;
and the acquisition module is used for acquiring various community data output by the acquisition terminal and deeply learning and processing various community data to draw the intelligent community office system.
6. A remote data acquisition system for smart communities, which is used for realizing the remote data acquisition application for smart communities as claimed in any one of claims 1 to 4, and comprises:
the system comprises a mobile phone, a street monitoring camera, a sewer waterproof camera, a septic tank pressure sensor, a sewage channel waterproof camera, a sewer pressure sensor, a police alarm, a comet community remote data acquisition terminal, a parking lot monitoring camera, a parking lot gate control, a cashier desk, a street night illuminator and an offline data block;
the off-line data block adopts loRa wireless module wireless connection bluetooth signal ware in cell-phone, street surveillance camera head, the waterproof type camera of sewer, septic tank pressure sensors, the waterproof camera of sewage drain, sewer pressure sensors, police service siren, the remote data acquisition terminal of comatic community, parking area surveillance camera head, parking area gate, the cashier's desk and the street illuminator at night.
7. The utility model provides a remote data acquisition terminal of intelligent community which characterized in that adopts remote data acquisition system of intelligent community realizes any claim 1 ~ 4 the remote data acquisition of intelligent community is used, include:
the intelligent community remote data acquisition terminal is deployed in a community service hall;
the remote data acquisition terminal of the intelligent community comprises a display and a loudspeaker.
CN202110041387.5A 2021-04-25 2021-04-25 Wisdom community remote data gathers application apparatus Pending CN112991102A (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113688251A (en) * 2021-07-27 2021-11-23 广东师大维智信息科技有限公司 Knowledge graph construction method and system in indoor sports event security field

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113688251A (en) * 2021-07-27 2021-11-23 广东师大维智信息科技有限公司 Knowledge graph construction method and system in indoor sports event security field
CN113688251B (en) * 2021-07-27 2024-02-13 广东师大维智信息科技有限公司 Knowledge graph construction method and system in indoor sports event security field

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