CN112991103A - Apartment safety management system based on big data - Google Patents
Apartment safety management system based on big data Download PDFInfo
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- 230000006698 induction Effects 0.000 claims abstract description 17
- 238000007726 management method Methods 0.000 claims description 128
- 238000001514 detection method Methods 0.000 claims description 37
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- 238000004891 communication Methods 0.000 claims description 21
- QVFWZNCVPCJQOP-UHFFFAOYSA-N chloralodol Chemical compound CC(O)(C)CC(C)OC(O)C(Cl)(Cl)Cl QVFWZNCVPCJQOP-UHFFFAOYSA-N 0.000 claims description 18
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- 230000018109 developmental process Effects 0.000 description 3
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/16—Real estate
- G06Q50/163—Property management
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/07—Responding to the occurrence of a fault, e.g. fault tolerance
- G06F11/14—Error detection or correction of the data by redundancy in operation
- G06F11/1402—Saving, restoring, recovering or retrying
- G06F11/1446—Point-in-time backing up or restoration of persistent data
- G06F11/1448—Management of the data involved in backup or backup restore
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/60—Protecting data
- G06F21/602—Providing cryptographic facilities or services
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/60—Protecting data
- G06F21/62—Protecting access to data via a platform, e.g. using keys or access control rules
- G06F21/6218—Protecting 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
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C9/00—Individual registration on entry or exit
- G07C9/30—Individual registration on entry or exit not involving the use of a pass
- G07C9/32—Individual registration on entry or exit not involving the use of a pass in combination with an identity check
- G07C9/33—Individual registration on entry or exit not involving the use of a pass in combination with an identity check by means of a password
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
- G07C9/00—Individual registration on entry or exit
- G07C9/30—Individual registration on entry or exit not involving the use of a pass
- G07C9/38—Individual registration on entry or exit not involving the use of a pass with central registration
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16Y—INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
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- G16Y20/40—Information sensed or collected by the things relating to personal data, e.g. biometric data, records or preferences
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16Y—INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
- G16Y40/00—IoT characterised by the purpose of the information processing
- G16Y40/10—Detection; Monitoring
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16Y—INFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
- G16Y40/00—IoT characterised by the purpose of the information processing
- G16Y40/50—Safety; Security of things, users, data or systems
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- H—ELECTRICITY
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- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
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Abstract
The invention discloses an apartment safety management system based on big data, which comprises a data safety management module, a channel safety management module, a monitoring module, a regional management control module, an induction signal uploading module and an execution module, wherein the data safety management module is used for managing the data safety of a apartment; the data security management module is used for collecting, storing and backing up personnel information entering the apartment to ensure the security of the personnel information; the passage safety management module is used for carrying out centralized access control management on apartments and controlling the entrance and exit of various safety areas; the monitoring module is used for carrying out video monitoring on the public area and personnel in the public area and backing up monitoring video data. According to the invention, the data security management module is arranged to collect, store and backup personnel information of the apartment house, so that the safety of the personnel information is ensured, and the passageway security management module is arranged to perform centralized access control management on the apartment house, so that the access of various security regions can be conveniently controlled.
Description
Technical Field
The invention belongs to the technical field of apartment safety, and particularly relates to an apartment safety management system based on big data.
Background
With the vigorous development of modern high technology, the intelligent apartment management has advanced into people's social life, and a seat of intelligent public tenants has come out of the ground, adapts to the needs of the information era, and as a building used across centuries, the building has to meet the requirements of current and future development in function, and becomes the base of cultural and economic development. Apartment: public dwellings are a form of residential property in commercial property investments. A plurality of rooms, public corridors, toilets, bathrooms and the like are arranged in each floor, and the rooms can be used for renting out office and residents. The appearance is general in the rule, divide into worker apartment and commercial apartment, and commercial apartment can use oneself also conveniently externally lease, and the space size is suitable, the overall arrangement is standard compact, and is economical and practical, also indicates hotel or villa in school apartment, the apartment of leasing, more economical and practical. However, various large data-based apartment security management systems on the market still have various problems.
Although a new apartment management service and business opportunity is derived based on the realization of the self-service registration management system for apartments disclosed in the publication No. CN106447881B, which can improve management security and management efficiency, the problem of the existing apartment security management system based on big data is not solved: the information of people living in the apartment is inconvenient to acquire, store and backup, the safety of the information of the people is reduced, and meanwhile, the people are inconvenient to come in and go out to be controlled, so that the apartment safety management system based on big data is provided.
Disclosure of Invention
The invention aims to provide an apartment safety management system based on big data to solve the problems in the background technology.
In order to achieve the purpose, the invention provides the following technical scheme: an apartment safety management system based on big data comprises a data safety management module, a channel safety management module, a monitoring module, a regional management control module, an induction signal uploading module and an execution module;
the data security management module is used for collecting, storing and backing up personnel information entering the apartment to ensure the security of the personnel information;
the passage safety management module is used for carrying out centralized access control management on apartments and controlling the entrance and exit of various safety areas;
the monitoring module is used for carrying out video monitoring on the public area and personnel in the public area and backing up monitoring video data;
the regional management control module is used for carrying out regional signal transmission, realizing a regional detection effect, detecting a fire and ensuring the safety of personnel;
the induction signal uploading module is used for uploading the detected alarm signal to the execution module in real time;
the execution module is used for receiving the alarm signal sent by the induction signal uploading module, sending out an alarm warning and carrying out emergency treatment on the alarm event.
Preferably, the data security management module includes a data receiving unit, a data encryption unit and a data management unit.
Preferably, the data receiving unit is configured to receive personal information data of a person, and copy the personal information data of the person into two identical copies, one copy serving as the personal information data of a server-side person, and the other copy serving as the personal information data of a node-side person; the data encryption unit is used for establishing a double-end encryption key, respectively encrypting the personal information data of the server side personnel and the personal information data of the node side personnel through the double-end encryption key, acquiring encrypted server side encryption data and node side encryption data, and combining the server side encryption data and the node side encryption data into data to be managed; and the data management unit is used for sending the data to be managed to the management end, waiting for the management end to feed back a result and managing the data to be managed according to the management end feedback result.
Preferably, the channel security management module comprises a management server, a password generator and an entrance guard; the password generator is used for generating a dynamic password and transmitting the dynamic password to the management server and the entrance guard; the access control is used for obtaining a current password and opening the access control when the current password is matched with the dynamic password through comparison; the management server is used for receiving and managing the dynamic password.
Preferably, the password generator comprises a dynamic password generation module and a transmission module; the dynamic password generation module is used for generating a dynamic password; the transmission module is respectively connected with the access control and the management server and is used for respectively transmitting the dynamic passwords to the access control and the management server.
Preferably, the entrance guard comprises a password acquisition module, a comparison module and a lockset; the password acquisition module is connected with the comparison module and used for acquiring the current password and transmitting the current password to the comparison module; the comparison module is connected with the transmission module and used for receiving the dynamic password of the transmission module, and the comparison module is also connected with the lock and used for opening the lock when the current password and the dynamic password are matched.
Preferably, the management server comprises a receiving module and a password distribution module; the receiving module is used for receiving the dynamic password of the transmission module and transmitting the dynamic password to the password distribution module; the password distribution module is used for distributing the dynamic password.
Preferably, the regional management control module comprises a plurality of loRa gateway routers, a management host and a plurality of deployed loRa communication devices in apartments, the sensing signal uploading module comprises a smoke detection module, a temperature detection module and an infrared face recognition module, and the execution module comprises a smoke alarm and an air conditioner.
Preferably, smog detection module, temperature detection module and infrared face identification module are connected with loRa communication device communication, smog detection module is connected with the smog alarm communication, smog detection module detects smog, gives the smog alarm with electrical signal transmission, and the smog alarm is reported to the police, and simultaneously, smog detection module passes through loRa communication device and gives the management host computer with the signal transmission.
Compared with the prior art, the invention has the beneficial effects that:
(1) according to the invention, the data security management module is arranged to collect, store and backup personnel information of the apartment house, so that the safety of the personnel information is ensured, and the passageway security management module is arranged to perform centralized access control management on the apartment house, so that the access of various security regions can be conveniently controlled.
(2) By arranging the monitoring module, the regional management control module, the sensing signal uploading module and the execution module, the system can perform video monitoring on public areas and personnel in the public areas, perform regional signal transmission, realize the regional detection effect, ensure that the apartment can be in a safe environment, and have the effects of fire prevention and theft prevention.
Drawings
FIG. 1 is a block diagram of the present invention.
Detailed Description
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.
Example 1
Referring to fig. 1, the present invention provides a technical solution: an apartment safety management system based on big data comprises a data safety management module, a channel safety management module, a monitoring module, a regional management control module, an induction signal uploading module and an execution module;
the data security management module is used for collecting, storing and backing up personnel information entering the apartment to ensure the security of the personnel information;
the passage safety management module is used for carrying out centralized access control management on apartments and controlling the entrance and exit of various safety areas;
the monitoring module is used for carrying out video monitoring on the public area and personnel in the public area and backing up monitoring video data;
the regional management control module is used for carrying out regional signal transmission, realizing a regional detection effect, detecting a fire and ensuring the safety of personnel;
the induction signal uploading module is used for uploading the detected alarm signal to the execution module in real time;
the execution module is used for receiving the alarm signal sent by the induction signal uploading module, sending out an alarm warning and carrying out emergency treatment on the alarm event.
In this embodiment, preferably, the data security management module includes a data receiving unit, a data encrypting unit, and a data management unit.
In this embodiment, preferably, the data receiving unit is configured to receive personal information data of a person, and copy the personal information data of the person into two identical copies, where one copy is used as the personal information data of a server-side person and the other copy is used as the personal information data of a node-side person; the data encryption unit is used for establishing a double-end encryption key, respectively encrypting the personal information data of the server side personnel and the personal information data of the node side personnel through the double-end encryption key, acquiring encrypted server side encryption data and node side encryption data, and combining the server side encryption data and the node side encryption data into data to be managed; and the data management unit is used for sending the data to be managed to the management end, waiting for the management end to feed back a result and managing the data to be managed according to the management end feedback result.
In this embodiment, preferably, the channel security management module includes a management server, a password generator, and an access control; the password generator is used for generating a dynamic password and transmitting the dynamic password to the management server and the entrance guard; the access control is used for obtaining a current password and opening the access control when the current password is matched with the dynamic password through comparison; the management server is used for receiving and managing the dynamic password.
In this embodiment, preferably, the password generator includes a dynamic password generation module and a transmission module; the dynamic password generation module is used for generating a dynamic password; the transmission module is respectively connected with the access control and the management server and is used for respectively transmitting the dynamic passwords to the access control and the management server.
In this embodiment, preferably, the access control device includes a password acquisition module, a comparison module and a lock; the password acquisition module is connected with the comparison module and used for acquiring the current password and transmitting the current password to the comparison module; the comparison module is connected with the transmission module and used for receiving the dynamic password of the transmission module, and the comparison module is also connected with the lock and used for opening the lock when the current password and the dynamic password are matched.
In this embodiment, preferably, the management server includes a receiving module and a password distribution module; the receiving module is used for receiving the dynamic password of the transmission module and transmitting the dynamic password to the password distribution module; the password distribution module is used for distributing the dynamic password.
In this embodiment, preferably, the regional management control module includes a plurality of LoRa gateway routers, a management host, and a plurality of LoRa communication devices deployed in an apartment, the sensing signal uploading module includes a smoke detection module, a temperature detection module, and an infrared face recognition module, and the execution module includes a smoke alarm and an air conditioner.
In this embodiment, it is preferable that smoke detection module, temperature detection module and infrared face recognition module are connected with loRa communication device communication, smoke detection module is connected with smoke alarm communication, smoke detection module detects smog, gives smoke alarm with electrical signal transmission, and smoke alarm gives an alarm, and simultaneously, smoke detection module passes through loRa communication device and gives the signal transmission for the management host computer.
Example 2
Referring to fig. 1, the present invention provides a technical solution: an apartment safety management system based on big data comprises a data safety management module, a channel safety management module, a monitoring module, a regional management control module, an induction signal uploading module and an execution module;
the data security management module is used for collecting, storing and backing up personnel information entering the apartment to ensure the security of the personnel information;
the passage safety management module is used for carrying out centralized access control management on apartments and controlling the entrance and exit of various safety areas;
the monitoring module is used for carrying out video monitoring on the public area and personnel in the public area and backing up monitoring video data;
the regional management control module is used for carrying out regional signal transmission, realizing a regional detection effect, detecting a fire and ensuring the safety of personnel;
the induction signal uploading module is used for uploading the detected alarm signal to the execution module in real time;
the execution module is used for receiving the alarm signal sent by the induction signal uploading module, sending out an alarm warning and carrying out emergency treatment on the alarm event.
In this embodiment, preferably, the data security management module includes a data receiving unit, a data encrypting unit, and a data management unit.
In this embodiment, preferably, the data receiving unit is configured to receive personal information data of a person, and copy the personal information data of the person into two identical copies, where one copy is used as the personal information data of a server-side person and the other copy is used as the personal information data of a node-side person; the data encryption unit is used for establishing a double-end encryption key, respectively encrypting the personal information data of the server side personnel and the personal information data of the node side personnel through the double-end encryption key, acquiring encrypted server side encryption data and node side encryption data, and combining the server side encryption data and the node side encryption data into data to be managed; and the data management unit is used for sending the data to be managed to the management end, waiting for the management end to feed back a result and managing the data to be managed according to the management end feedback result.
In this embodiment, preferably, the regional management control module includes a plurality of LoRa gateway routers, a management host, and a plurality of LoRa communication devices deployed in an apartment, the sensing signal uploading module includes a smoke detection module, a temperature detection module, and an infrared face recognition module, and the execution module includes a smoke alarm and an air conditioner.
In this embodiment, it is preferable that smoke detection module, temperature detection module and infrared face recognition module are connected with loRa communication device communication, smoke detection module is connected with smoke alarm communication, smoke detection module detects smog, gives smoke alarm with electrical signal transmission, and smoke alarm gives an alarm, and simultaneously, smoke detection module passes through loRa communication device and gives the signal transmission for the management host computer.
Example 3
Referring to fig. 1, the present invention provides a technical solution: an apartment safety management system based on big data comprises a data safety management module, a channel safety management module, a monitoring module, a regional management control module, an induction signal uploading module and an execution module;
the data security management module is used for collecting, storing and backing up personnel information entering the apartment to ensure the security of the personnel information;
the passage safety management module is used for carrying out centralized access control management on apartments and controlling the entrance and exit of various safety areas;
the monitoring module is used for carrying out video monitoring on the public area and personnel in the public area and backing up monitoring video data;
the regional management control module is used for carrying out regional signal transmission, realizing a regional detection effect, detecting a fire and ensuring the safety of personnel;
the induction signal uploading module is used for uploading the detected alarm signal to the execution module in real time;
the execution module is used for receiving the alarm signal sent by the induction signal uploading module, sending out an alarm warning and carrying out emergency treatment on the alarm event.
In this embodiment, preferably, the data security management module includes a data receiving unit, a data encrypting unit, and a data management unit.
In this embodiment, preferably, the data receiving unit is configured to receive personal information data of a person, and copy the personal information data of the person into two identical copies, where one copy is used as the personal information data of a server-side person and the other copy is used as the personal information data of a node-side person; the data encryption unit is used for establishing a double-end encryption key, respectively encrypting the personal information data of the server side personnel and the personal information data of the node side personnel through the double-end encryption key, acquiring encrypted server side encryption data and node side encryption data, and combining the server side encryption data and the node side encryption data into data to be managed; and the data management unit is used for sending the data to be managed to the management end, waiting for the management end to feed back a result and managing the data to be managed according to the management end feedback result.
In this embodiment, preferably, the channel security management module includes a management server, a password generator, and an access control; the password generator is used for generating a dynamic password and transmitting the dynamic password to the management server and the entrance guard; the access control is used for obtaining a current password and opening the access control when the current password is matched with the dynamic password through comparison; the management server is used for receiving and managing the dynamic password.
In this embodiment, preferably, the password generator includes a dynamic password generation module and a transmission module; the dynamic password generation module is used for generating a dynamic password; the transmission module is respectively connected with the access control and the management server and is used for respectively transmitting the dynamic passwords to the access control and the management server.
In this embodiment, preferably, the regional management control module includes a plurality of LoRa gateway routers, a management host, and a plurality of LoRa communication devices deployed in an apartment, the sensing signal uploading module includes a smoke detection module, a temperature detection module, and an infrared face recognition module, and the execution module includes a smoke alarm and an air conditioner.
The working principle and the advantages of the invention are as follows: according to the invention, the data security management module is arranged to collect, store and backup personnel information entering the apartment, so that the safety of the personnel information is ensured, and the channel security management module is arranged to perform centralized access control management on the apartment, so that the access of various security areas can be conveniently controlled; through setting up monitoring module, regionalization management control module, sensing signal upload module and execution module, can carry out video monitoring to personnel in public area and the public area, carry out regional signal transmission, realize the regional detection effect, ensure that the apartment can be in under a safe environment, have the effect of fire prevention, theftproof.
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 (9)
1. An apartment safety management system based on big data is characterized in that: the system comprises a data security management module, a channel security management module, a monitoring module, a regional management control module, an induction signal uploading module and an execution module;
the data security management module is used for collecting, storing and backing up personnel information entering the apartment to ensure the security of the personnel information;
the passage safety management module is used for carrying out centralized access control management on apartments and controlling the entrance and exit of various safety areas;
the monitoring module is used for carrying out video monitoring on the public area and personnel in the public area and backing up monitoring video data;
the regional management control module is used for carrying out regional signal transmission, realizing a regional detection effect, detecting a fire and ensuring the safety of personnel;
the induction signal uploading module is used for uploading the detected alarm signal to the execution module in real time;
the execution module is used for receiving the alarm signal sent by the induction signal uploading module, sending out an alarm warning and carrying out emergency treatment on the alarm event.
2. A big-data-based apartment security management system according to claim 1, characterized in that: the data security management module comprises a data receiving unit, a data encryption unit and a data management unit.
3. A big-data-based apartment security management system according to claim 2, characterized in that: the data receiving unit is used for receiving personal information data of personnel and copying the personal information data of the personnel into two identical parts, wherein one part is used as the personal information data of the personnel at the server end, and the other part is used as the personal information data of the personnel at the node end; the data encryption unit is used for establishing a double-end encryption key, respectively encrypting the personal information data of the server side personnel and the personal information data of the node side personnel through the double-end encryption key, acquiring encrypted server side encryption data and node side encryption data, and combining the server side encryption data and the node side encryption data into data to be managed; and the data management unit is used for sending the data to be managed to the management end, waiting for the management end to feed back a result and managing the data to be managed according to the management end feedback result.
4. A big-data-based apartment security management system according to claim 1, characterized in that: the channel security management module comprises a management server, a password generator and an entrance guard; the password generator is used for generating a dynamic password and transmitting the dynamic password to the management server and the entrance guard; the access control is used for obtaining a current password and opening the access control when the current password is matched with the dynamic password through comparison; the management server is used for receiving and managing the dynamic password.
5. A big-data-based apartment security management system according to claim 4, characterized in that: the password generator comprises a dynamic password generating module and a transmission module; the dynamic password generation module is used for generating a dynamic password; the transmission module is respectively connected with the access control and the management server and is used for respectively transmitting the dynamic passwords to the access control and the management server.
6. A big-data-based apartment security management system according to claim 4, characterized in that: the entrance guard comprises a password acquisition module, a comparison module and a lockset; the password acquisition module is connected with the comparison module and used for acquiring the current password and transmitting the current password to the comparison module; the comparison module is connected with the transmission module and used for receiving the dynamic password of the transmission module, and the comparison module is also connected with the lock and used for opening the lock when the current password and the dynamic password are matched.
7. A big-data-based apartment security management system according to claim 4, characterized in that: the management server comprises a receiving module and a password distribution module; the receiving module is used for receiving the dynamic password of the transmission module and transmitting the dynamic password to the password distribution module; the password distribution module is used for distributing the dynamic password.
8. A big-data-based apartment security management system according to claim 1, characterized in that: the regional management control module comprises a plurality of LoRa gateway routers, a management host and a plurality of LoRa communication devices in the deployed apartment, the induction signal uploading module comprises a smoke detection module, a temperature detection module and an infrared face recognition module, and the execution module comprises a smoke alarm and an air conditioner.
9. A big-data-based apartment security management system according to claim 8, characterized in that: smog detection module, temperature detection module and infrared face identification module are connected with loRa communication device communication, smog detection module is connected with smoke alarm communication, smog detection module detects smog, gives smoke alarm with electrical signal transmission, and smoke alarm reports to the police, and simultaneously, smog detection module gives the management host computer with signal transmission through loRa communication device.
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| Application Number | Priority Date | Filing Date | Title |
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| CN202110197843.5A CN112991103A (en) | 2021-02-22 | 2021-02-22 | Apartment safety management system based on big data |
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| CN202110197843.5A CN112991103A (en) | 2021-02-22 | 2021-02-22 | Apartment safety management system based on big data |
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN114862357A (en) * | 2022-05-13 | 2022-08-05 | 济南铁路信息技术有限公司 | Railway train apartment management system based on big data |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN105957202A (en) * | 2016-05-11 | 2016-09-21 | 安恒世通（北京）网络科技有限公司 | Intelligent building management system for overall passage safety |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN114862357A (en) * | 2022-05-13 | 2022-08-05 | 济南铁路信息技术有限公司 | Railway train apartment management system based on big data |
| CN114862357B (en) * | 2022-05-13 | 2023-05-05 | 济南铁路信息技术有限公司 | Railway driving apartment management system based on big data |
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Application publication date: 20210618 |