CN108777018A - A kind of intelligent door lock and the management system based on the intelligent door lock - Google Patents
A kind of intelligent door lock and the management system based on the intelligent door lock Download PDFInfo
- Publication number
- CN108777018A CN108777018A CN201810753503.4A CN201810753503A CN108777018A CN 108777018 A CN108777018 A CN 108777018A CN 201810753503 A CN201810753503 A CN 201810753503A CN 108777018 A CN108777018 A CN 108777018A
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- Prior art keywords
- door lock
- information
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Classifications
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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
- G07C9/00174—Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys
- G07C9/00563—Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys using personal physical data of the operator, e.g. finger prints, retinal images, voicepatterns
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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
- G07C9/00174—Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys
- G07C9/00571—Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys operated by interacting with a central unit
-
- 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
- G07C9/00174—Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys
- G07C9/00896—Electronically operated locks; Circuits therefor; Nonmechanical keys therefor, e.g. passive or active electrical keys or other data carriers without mechanical keys specially adapted for particular uses
Abstract
The invention discloses a kind of intelligent door lock and the management system based on the intelligent door lock, including the door lock ontology that is set on door, it is characterised in that：Recognition of face camera, identity card scanner, touch screen displays, voice module, human body presence sensor, power module is arranged in the door lock outer body, and the recognition of face camera, identity card scanner, touch screen displays, voice module, human body presence sensor, power module, which are electrically connected or communicate to be connected to, is set to the intrinsic door lock CPU of door lock；The door lock CPU, which is also communicated, is connected with wireless network communication module, information storage module, door interlock switch controller.Further include monitoring camera, the mobile phone end of wireless network communication module communication connection, the ends door lock PC, cloud verification system, household Internet of Things controller.Beneficial effects of the present invention include：Security control, efficient quick, and it is connected with home furnishings intelligent control, provide a kind of intelligentized inhabitation experience to dweller.
Description
Technical field
The present invention relates to smart home fields, and in particular to a kind of intelligent door lock and the management system based on the intelligent door lock
System.
Background technology
Under whole people's credit self-help overall situation, Mobile Phone Consumption has become public custom.With trip people's quantity rapidly
Increase, police strength supervision hotel occupancy personnel's energy in section is limited, but still has many black wine shops or unidentified tenant to move in, public
It is high to pacify system supervisory difficulty；Now current OTA platforms churn is high, can not accomplish to constrain to hotel administration side, not up to flat
The efficient combination of platform and hotel administration side, the two degree of adhesion are low；Nowadays it jumps in prices, is especially very Yuan Gonggong with cost of labor
It is low to make efficiency, the training period is long, and employee's left-hand seat is difficult, and management cost is high.
Invention content
Shortcoming in for the above-mentioned prior art, the present invention provide a kind of intelligent door lock and based on the intelligent door locks
Management system, it is vdiverse in function, it can be achieved that remote control, is suitable for modernizing efficient hotel management.
In order to achieve the above object, present invention employs following technical schemes：
A kind of intelligent door lock, including the door lock ontology that is set on door, it is characterised in that：People is arranged in the door lock outer body
Face identification camera, identity card scanner, touch screen displays, voice module, human body presence sensor, power module, the people
Face identification camera, identity card scanner, touch screen displays, voice module, human body presence sensor, power module are electrically connected
Or communication is connected to and is set to the intrinsic door lock CPU of door lock；The door lock CPU, which is also communicated, is connected with wireless network communication mould
Block, information storage module, door interlock switch controller.
A kind of management system based on intelligent door lock, including above-mentioned intelligent door lock further include being arranged in doorframe or door
Lock the monitoring camera of the corridor position of face, the mobile phone end of wireless network communication module communication connection, door lock PC
End, cloud verification system, household Internet of Things controller.
Further, the power module includes the energy collector being sequentially connected electrically, electricity collection converter, electric energy storage
Storage, power supply output module wherein the energy collector is mainly used for collecting luminous energy, and are converted into electric energy, the electricity
Converter can be collected to be input in the electric energy accumulator for the electric energy in energy collector to be converted to rated voltage, or
It converts household electric to rated voltage and is input in the electric energy accumulator and store；The electric energy accumulator is for storing solar energy
The electric energy that the electric energy or household electric of plate conversion provide；The power supply output module is used to convert the electric energy in electric energy accumulator
The DC supply input of rated voltage is to the door lock CPU.
Further, the human body presence sensor is used to incude the presence of people, and feedback information gives the door lock CPU,
It further controls touch screen displays, recognition of face camera, open, there is function select button in the touch screen displays, use
Identity card scanner is opened in control or calls the video information of the recognition of face camera and monitor camera；The touch screen
Display is additionally operable to show by the door lock CPU images sent or video information.
Further, the identity card scanner, the ID card information for reading enabling personnel, and transmit information to
The door lock CPU, and ID card information is sent to cloud verification by ID card information by Wireless Transmitter by the door lock CPU
System is verified, and feedback validation result gives the door lock CPU, door lock CPU to control door interlock switch control further according to verification information
Device action processed, while verification information being stored in described information storage module to wait for next calling.
Further, the voice module includes microphone, loud speaker, audio processing modules, and the microphone and loud speaker are equal
The audio processing modules are electrically connected to, the audio processing modules are connected to the door lock CPU, and microphone is for collecting sound letter
Breath, and acoustic information is transmitted to the audio processing modules, and it is sent to the door lock CPU by the audio processing modules,
Acoustic information is sent to by mobile phone end by the wireless network communication module by the door lock CPU again, and passes through intelligence
Mobile phone terminal returns acoustic information or control instruction and executes control instruction to door lock CPU, the door lock CPU or send out acoustic information
It send to the audio processing modules, is further sent out by loud speaker.
Further, the recognition of face camera is sent out for acquiring face information, and by facial image or video information
It send to door lock CPU；Image information is sent to cloud by wireless network communication module again by processing by door lock CPU and verifies system
It is compared, comparing result is fed back into the door lock CPU by cloud verification system, and given birth to according to comparing result by door lock CPU systems
It is sent to the storage of information storage module at instruction, and by comparison result.
Further, the monitor camera is sent to for acquiring the image information near door lock, and by video information
Door lock CPU, by door lock CPU processing；Cloud verification system is sent to by Wi-Fi transmitter by door lock CPU again to be compared
Pair or video information synchronized be sent to mobile phone end.
Further, the household Internet of Things controller, which also communicates, is connected with smart home, and the door lock CPU is to the door lock
While switch controller sends out instruction, household Internet of Things controller is also sent control signals to, smart home is further controlled
Be turned on and off, the household Internet of Things controller be additionally operable to collect smart home data information, and further feedback and institute
The mobile phone end that smart home is connected by wireless network communication module communication is stated, on the contrary the household Internet of Things controller
Also receive the control instruction that the mobile phone end is sent out, and corresponding smart home is controlled according to instruction.
Further, the ends the door lock PC are for receiving the intelligent family that door lock CPU is sent by wireless network communication module
Information is occupied, and for sending out control information to smart home；The door lock CPU is additionally operable to editor's issuing advertisement information, then passes through
Wireless network communication module is sent to mobile phone end and door lock CPU, and wherein door lock CPU will after further handling advertising information
Video and pictorial information are sent to touch screen displays, while acoustic information is sent to sound module and is played.
Beneficial effects of the present invention include：Security control, efficient quick, and it is connected with home furnishings intelligent control, it is carried to dweller
It is experienced for a kind of intelligentized inhabitation.
Description of the drawings
Fig. 1 is the connection figure of the present invention；
Fig. 2 is the module frame chart of power module in the present invention；
Fig. 3 is the module frame chart of the embodiment of the present invention 1；
Fig. 4 is the module frame chart of the embodiment of the present invention 2；
Fig. 5 is the module frame chart of the embodiment of the present invention 3；
Fig. 6 is the module frame chart of the embodiment of the present invention 4；
Fig. 7 is the module frame chart of the embodiment of the present invention 5.
Specific implementation mode
With reference to specific embodiment and attached drawing, present invention be described in more detail.
A kind of intelligent door lock as shown in Figure 1 includes the door lock ontology being set on door, it is characterised in that：The door lock ontology
Recognition of face camera 2, identity card scanner 3, touch screen displays 9, voice module, human body presence sensor 6, electricity is arranged in outside
Source module, the recognition of face camera 2, identity card scanner 3, touch screen displays 9, voice module, human body presence sensor
6, power module, which is electrically connected or communicates to be connected to, is set to the intrinsic door lock CPU10 of door lock；The door lock CPU10 is also communicated
It is connected with wireless network communication module 11, information storage module 12, door interlock switch controller 30.A kind of pipe based on intelligent door lock
Reason system, above-mentioned intelligent door lock, further include the monitoring camera 7 that the corridor position in doorframe or door lock face is set, with
Mobile phone end 22, the ends door lock PC 40, cloud verification system 20, the household Internet of Things of the communication of wireless network communication module 11 connection
Controller 31.In order to realize that the door lock CPU10 of the multitasking function present invention of the management system based on intelligent door lock is used
Duo i9-7980XE model chips.
Energy collector 1 is the solar energy electroplax that annular is set on Door lock, for collecting in door lock ambient enviroment
Luminous energy.The energy collector 1 is sequentially connected electrically the electricity collection converter 8, electric energy accumulator 13, power supply output module
15, the electricity collection converter 8, which is used to the electric energy in energy collector 1 being converted to rated voltage, is input to the electric energy storage
In storage 13, or converts 220V household electrics to rated voltage and be input in the electric energy accumulator 13 and store；The electric energy
The electric energy that reservoir 13 is used to store energy converted from the solar panel or household electric provides, electric energy accumulator 13 described here
Can be accumulator, rechargeable lithium battery, and the accumulator or chargeable lithium battery are detachable.；The power supply exports mould
Block 15 is used for the DC supply input of the electric energy conversion rated voltage 24V in electric energy accumulator 13 to the door lock CPU10, into
One step is that the recognition of face camera 2, identity card scanner 3, the touch screen being attached thereto are shown by the door lock CPU10
Device 9, voice module, human body presence sensor 6 are powered.
Based on above-mentioned intelligent door lock and intelligent door lock administration system, the present invention provides embodiment：
Embodiment 1
Real-time monitoring and control
Intelligent door lock system as shown in Figure 3 is mainly used in hotel's door lock, and structure includes human body presence sensor
6, recognition of face camera 2, monitor camera 7, door lock CPU10, information storage module 12, wireless network communication module 11, cloud
Verification system 20.Its working principle is that in the presence of human body presence sensor 6 senses human body, signal is fed back into door lock
CPU10 simultaneously sends out instruction unlatching recognition of face camera 2 and monitor camera 7 by door lock CPU10, then by recognition of face camera
2 and monitor camera 7 by video information transmission to door lock CPU10, door lock CPU10 send video information to described information storage
Module 12, while door lock CPU10 will also choose image information from video information, then sent by wireless network communication module 11
It is verified to cloud verification system 20, and verification result is fed back into door lock CPU10.Judge that executing other moves by door lock CPU10
It instructs, such as alarms or send location information.Cloud verification system 20 described here is connected to public security system, passes through image comparison
Technology determines the identity information of personnel in video, which can be applied to a day eye system.
Embodiment 2
Real-time video dialogue function
Intelligent door lock system as shown in Figure 4 is mainly used in hotel's door lock, can also be applied in family's door lock,
Structure includes human body presence sensor 6, touch screen displays 9, recognition of face camera 2, monitor camera 7, voice module, door lock
CPU10, wireless network communication module 11, smart mobile phone 22.The voice module includes microphone 4, loud speaker 5, audio frequency process mould
Block 14.Its working principle is that in the presence of human body presence sensor 6 senses human body, door lock CPU10 then controls touch screen displays
9, recognition of face camera 2, monitor camera 7 are opened, and it is logical that function button selection video is wherein provided in touch screen displays 9
Words, the voice messaging of telephone user is opened and received to microphone 4, and converts speech into voice data hair by audio processing modules 14
It send to door lock CPU10, then is regarded what voice data and recognition of face camera 2, monitor camera 7 obtained by door lock CPU10
Frequency by wireless network communication module 11 according to mobile phone end 22 is sent to, and similarly mobile phone end 22 is logical by wireless network
News module 11 returns video data and acoustic information is passed through audio by voice data to door lock CPU10, further door lock CPU10
Processing module 14 is sent to loud speaker 5, while the simultaneous display image information in touch screen displays 9.It is possible thereby to realize intelligence
The real time phone call function of door-locking system, wherein mobile phone end 22 can be that hotel management side either accesses the door-locking system
In any mobile phone end 22.
Embodiment 3
Information comparison function
Intelligent door lock system as shown in Figure 5 is mainly used in hotel's door lock, and structure includes human body presence sensor
6, touch screen displays 9, recognition of face camera 2, identity card scanner 3, door lock CPU10, information storage module 12, door interlock switch
Controller 30, wireless network communication module 11, cloud verify system, its working principle is that, when human body presence sensor 6 senses people
In the presence of body, door lock CPU10 is sent a signal to, then touch screen displays 9 are opened by door lock CPU10 controls, while also opening face
Identification camera 2 obtains video information, and video information is sent to door lock CPU10, and is further stored in information storage mould
In block 12.Setting works as visiting personnel there are two function button, respectively identity card scanning, face verification in touch screen displays 9
When selecting identity card scanning, door lock CPU10 activation identity cards scanner 3, and the identity card that will be got by identity card scanner 3
Information is sent to door lock CPU10, and further door lock CPU10 is also sent ID card information by wireless network communication module 11
System 20 is verified to cloud, verify system 20 by cloud connect with public security system, and is verified to the ID card information of scanning；Into
One step also by selecting face verification, the video information obtained in people's information storage module 12 is transferred by door lock CPU10, and from
Middle selection image information is sent to cloud by wireless network communication module 11 again and verifies the progress image information comparison of system 20.This work(
Whether can be to use in person by ID card information and face information comparison identity identification card, it is ensured that identity information is true and reliable.
Verification result is sent to door lock CPU10 by wireless network communication module 11, then is sent and instructed according to verification result by door lock CPU10
To door interlock switch controller 30, door interlock switch is controlled by door interlock switch controller 30.Verification result information will be also stored in simultaneously
Information that can be directly in contrast verification information storage module 12 in information storage module 12, when being called so as to next time, it is possible thereby to
Save the verification time.
Embodiment 4
Smart home management function
Intelligent door lock system as shown in FIG. 6, structure include door interlock switch controller 30, household Internet of Things controller 31,
Wireless network communication module 11, smart home 32, mobile phone end 22, door lock CPU10, information storage module 12, the ends door lock PC
40, its working principle is that, when door interlock switch controller 30 receives the door open command that door lock CPU10 is sent out, while triggering household
The control of 31 further household Internet of Things controller 31 of Internet of Things controller starts smart home 32, while household Internet of Things controller 31 is also
The opening imformation of smart home 32 is transmitted to mobile phone end 22, the ends door lock PC 40, door by wireless network communication module 11
Lock CPU10.Household Internet of Things controller 31 is additionally operable to collect the relevant information of smart home 32, and passes through wireless network communication module
11 are transmitted to the ends door lock PC 40, mobile phone end 22, door lock CPU10.Wherein door lock CPU10 also stores up the data information received
It is stored in described information storage module 12, to wait for that door lock CPU10 is checked at any time.Same mobile phone end 22 or the ends door lock PC 40
Smart home 32 can be directly controlled by wireless network communication module 11.
Real-time example 5
Function is launched in advertisement
Intelligent door lock system as shown in Figure 7 is applied in hotel's door lock, and structure includes the ends door lock PC 40, wireless network
Network communication module 11, door lock CPU10, information storage module 12, touch screen displays 9, mobile phone end 22, its working principle is that,
By 40 edit advertisement content of the ends door lock PC, door lock CPU10 and mobile phone end 22 are sent to by wireless network communication module 11,
Wherein door lock CPU processor handles the advertising information received, and information is sent to information storage mould by treated
Touch screen displays 9 are stored and be sent in block 12 carries out advertisement playing display.Audio content wherein in advertising information is sent to
Audio processing modules 14 are handled, and being further sent to loud speaker 5 makes its content synchronization played with touch screen displays 9 broadcast
Go out.
It is provided for the embodiments of the invention technical solution above to be described in detail, specific case used herein
The principle and embodiment of the embodiment of the present invention are expounded, the explanation of above example is only applicable to help to understand this
The principle of inventive embodiments；Meanwhile for those of ordinary skill in the art, embodiment according to the present invention, in specific embodiment party
There will be changes in formula and application range, in conclusion the content of the present specification should not be construed as limiting the invention.
Claims (10)
1. a kind of intelligent door lock, including the door lock ontology that is set on door, it is characterised in that：Someone is arranged in the door lock outer body
Face identification camera, identity card scanner, touch screen displays, voice module, human body presence sensor, power module, the people
Face identification camera, identity card scanner, touch screen displays, voice module, human body presence sensor, power module are electrically connected
To being set to the intrinsic door lock CPU of door lock；The door lock CPU, which is also communicated, is connected with wireless network communication module, information storage
Module, door interlock switch controller.
2. a kind of management system based on intelligent door lock, including intelligent door lock described in claim 1, it is characterised in that：Also wrap
Include the monitoring camera that the corridor position in doorframe or door lock face is set, the wireless network communication module communication connects
Mobile phone end, the ends door lock PC, cloud verification system, household Internet of Things controller.
3. a kind of management system based on intelligent door lock according to claim 2, it is characterised in that：The power module packet
The energy collector being sequentially connected electrically, electricity collection converter, electric energy accumulator, power supply output module are included, wherein the energy
Collector is mainly used for collecting luminous energy, and is converted into electric energy, and the electricity collection converter is used for will be in energy collector
Electric energy be converted to rated voltage and be input in the electric energy accumulator, or convert household electric to rated voltage and be input to institute
It states in electric energy accumulator and stores；The electricity that the electric energy accumulator is used to store energy converted from the solar panel or household electric provides
Energy；The power supply output module is used for the DC supply input of the electric energy conversion rated voltage in electric energy accumulator to the door
Lock CPU.
4. a kind of management system based on intelligent door lock according to claim 2, it is characterised in that：There is sense in the human body
Presence of the device for incuding people is answered, and feedback information gives the door lock CPU, further controls touch screen displays, recognition of face is taken the photograph
As head, unlatching, there is function select button in the touch screen displays, opened described in identity card scanner or calling for controlling
The video information of recognition of face camera and monitor camera；The touch screen displays are additionally operable to display and are sent out by the door lock CPU
The image or video information sent.
5. a kind of management system based on intelligent door lock according to claim 2, it is characterised in that：The identity card scanning
Device, the ID card information for reading enabling personnel, and the information of reading is transmitted to the door lock CPU, and by the door lock
ID card information is sent to cloud verification system by Wireless Transmitter and verified by ID card information by CPU, and feedback validation
As a result the door lock CPU, door lock CPU is given to control door interlock switch controller action further according to verification information, while by verification information
It is stored in described information storage module to wait for next calling.
6. a kind of management system based on intelligent door lock according to claim 2, it is characterised in that：The voice module packet
Microphone, loud speaker, audio processing modules are included, the microphone and loud speaker are electrically connected to the audio processing modules, the sound
Frequency processing module is connected to the door lock CPU, and acoustic information is transmitted at the audio by microphone for collecting acoustic information
Module is managed, and the door lock CPU is sent to by the audio processing modules, then the wireless network is passed through by the door lock CPU
Acoustic information is sent to mobile phone end by communication module, and returns acoustic information or control instruction to door by mobile phone end
CPU is locked, the door lock CPU executes control instruction or acoustic information is sent to the audio processing modules, further logical
Loud speaker is crossed to send out.
7. a kind of management system based on intelligent door lock according to claim 2, it is characterised in that：The recognition of face is taken the photograph
As head, door lock CPU is sent to for acquiring face information, and by facial image or video information；By door lock CPU by image information
Cloud verification system is sent to by wireless network communication module to be compared, system is verified by comparing result by cloud again by processing
The door lock CPU is fed back to, and is generated and is instructed according to comparing result by door lock CPU systems, and comparison result is sent to information storage
Storing module stores.
8. a kind of management system based on intelligent door lock according to claim 2, it is characterised in that：The monitoring camera
Machine is sent to door lock CPU, by door lock CPU processing for acquiring the image information near door lock, and by video information；Again
It cloud is sent to by Wi-Fi transmitter by door lock CPU verifies system and be compared or synchronize video information and be sent to intelligence
Mobile phone terminal.
9. a kind of management system based on intelligent door lock according to claim 2, it is characterised in that：The household Internet of Things control
Device processed also communicates and is connected with smart home, will also control while the door lock CPU sends out instruction to the door interlock switch controller
Signal processed is sent to household Internet of Things controller, further controls being turned on and off for smart home, the household Internet of Things controller
It is additionally operable to collect the data information of smart home, and further feedback and the smart home are logical by wireless network communication module
The mobile phone end of connection is interrogated, the household Internet of Things controller on the contrary also receives the control that the mobile phone end is sent out and refers to
It enables, and corresponding smart home is controlled according to instruction.
10. a kind of management system based on intelligent door lock according to claim 2, it is characterised in that：The ends the door lock PC
The intelligent home information sent by wireless network communication module for receiving door lock CPU, and for sending out control to smart home
Information processed；The door lock CPU is additionally operable to editor's issuing advertisement information, then is sent to smart mobile phone by wireless network communication module
Video and pictorial information are sent to touch screen after further handling advertising information and shown by end and door lock CPU, wherein door lock CPU
Device, while acoustic information is sent to sound module and is played.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810753503.4A CN108777018A (en) | 2018-07-10 | 2018-07-10 | A kind of intelligent door lock and the management system based on the intelligent door lock |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201810753503.4A CN108777018A (en) | 2018-07-10 | 2018-07-10 | A kind of intelligent door lock and the management system based on the intelligent door lock |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN108777018A true CN108777018A (en) | 2018-11-09 |
Family
ID=64031334
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201810753503.4A Pending CN108777018A (en) | 2018-07-10 | 2018-07-10 | A kind of intelligent door lock and the management system based on the intelligent door lock |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN108777018A (en) |
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| CN110047186A (en) * | 2019-04-25 | 2019-07-23 | 广州朋宗科技有限公司 | A kind of access control system |
| CN111045343A (en) * | 2019-12-30 | 2020-04-21 | 杭州鸿雁电器有限公司 | Method and system for setting scene of place |
| CN111882709A (en) * | 2020-07-20 | 2020-11-03 | 山东科技职业学院 | Terminal equipment control system based on computer artificial intelligence |
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Application publication date: 20181109 |