CN109064704A - A kind of long-range fire-fighting monitoring management method and system based on household Internet of Things gateway - Google Patents
A kind of long-range fire-fighting monitoring management method and system based on household Internet of Things gateway Download PDFInfo
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- CN109064704A CN109064704A CN201810972082.4A CN201810972082A CN109064704A CN 109064704 A CN109064704 A CN 109064704A CN 201810972082 A CN201810972082 A CN 201810972082A CN 109064704 A CN109064704 A CN 109064704A
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B19/00—Alarms responsive to two or more different undesired or abnormal conditions, e.g. burglary and fire, abnormal temperature and abnormal rate of flow
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B25/00—Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems
- G08B25/001—Alarm cancelling procedures or alarm forwarding decisions, e.g. based on absence of alarm confirmation
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- H—ELECTRICITY
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- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
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Abstract
The invention discloses a kind of long-range fire-fighting monitoring management method and system based on household Internet of Things gateway, wherein, the described method includes: the ambient parameter data based on family's internet-of-things terminal monitoring device real-time monitoring home environment, and it is sent to household Internet of Things gateway；Real time environment supplemental characteristic is uploaded to cloud server by household Internet of Things gateway, and cloud server issues fire-fighting type and the setting of fire-fighting class parameter to household Internet of Things gateway；Household Internet of Things gateway is changed rate analysis to real time environment supplemental characteristic, and determines whether change rate reaches corresponding alarm level；If reaching, starts gateway processes prediction scheme and alarm level is uploaded into cloud server；The cloud server checks the alarm level of upload, and pushes fire-fighting early warning to corresponding management user.In our embodiment, realization monitors the fire-fighting of home environment state in real time, and generation hidden fire-fighting danger in family and residential block is avoided to cause heavy losses.
Description
Technical field
The present invention relates to internet of things field more particularly to a kind of long-range fire-fighting monitorings based on household Internet of Things gateway
Management method and system.
Background technique
Family fire or family gas poisoning etc., which have become, endangers the most commonly seen disaster of people's lives and properties, how right
The disasters such as fire or gas leak in family carry out moment monitoring and have become the safety problem that family life must be taken into consideration.
In the monitoring of the disasters such as traditional family fire or gas leak, the monitoring device generally used is limited only to
When monitoring to occur disaster, monitoring device issues corresponding audio warning, and the member in family is reminded to be disposed accordingly, when
When kinsfolk stays out middle, the audio warning issued does not work completely, will often cause biggish casualty loss；And or
Person is network-based fire monitoring system, which often uses Distributed Design, fire sensor unit and data acquisition
Processing workstation is communicated by CAN bus, however work station arrives remote monitoring center by network connection, and kinsfolk is come
It says, at every moment monitoring system cannot be monitored in real time by work station, be easier to generate major safety risks.
Summary of the invention
It is an object of the invention to overcome the deficiencies in the prior art, and the present invention provides one kind to be based on household Internet of Things gateway
Long-range fire-fighting monitoring management method and system, realization monitors the fire-fighting of home environment state in real time, and according to monitoring
Situation carries out fire-fighting early warning push to different management users, and generation hidden fire-fighting danger in family is avoided to cause heavy losses.
In order to solve the above-mentioned technical problem, what the embodiment of the invention provides a kind of based on household Internet of Things gateway remotely disappearing
Anti- monitoring management method,
The long-range fire-fighting monitoring management method includes:
Based on the ambient parameter data of family's internet-of-things terminal monitoring device real-time monitoring home environment, and will monitor
Real time environment supplemental characteristic is sent to household Internet of Things gateway；
The real time environment supplemental characteristic is uploaded to cloud server, the cloud service by the household Internet of Things gateway
Device issues fire-fighting type to the household Internet of Things gateway and fire-fighting class parameter is set after receiving the ambient parameter data
It sets；
The household Internet of Things gateway is changed rate analysis to the real time environment supplemental characteristic, and based on the analysis results
It is compared with the fire-fighting type and the setting of fire-fighting class parameter, determines whether the change rate of the ambient parameter data reaches corresponding
Alarm level；
If reaching, the things-internet gateway starting gateway processes prediction scheme carries out fire-fighting processing, and will be in the alarm level
Pass the cloud server；
The cloud server is checked according to the alarm level of the real time environment supplemental characteristic to upload, and
Fire-fighting early warning is pushed to corresponding management user according to review result.
Optionally, the ambient parameter data based on family's internet-of-things terminal monitoring device real-time monitoring home environment,
Include:
Based on the smog ginseng in the smoke monitoring device real-time monitoring home environment in family's internet-of-things terminal monitoring device
Number data；With
Based on the temperature ginseng in the temperature monitoring device real-time monitoring home environment in family's internet-of-things terminal monitoring device
Number data；With
Based in family's internet-of-things terminal monitoring device fuel gas and/or monitoring poisonous gas device real-time monitoring man
Fuel gas and/or toxic gas supplemental characteristic in the environment of front yard.
Optionally, the real time environment supplemental characteristic is uploaded to cloud server by the household Internet of Things gateway, comprising:
The household Internet of Things gateway is based on WiFi module and the real time environment supplemental characteristic is uploaded to cloud server；
Or
The household Internet of Things gateway is based on LAN8720A module and the real time environment supplemental characteristic is uploaded to cloud clothes
Business device；Or
The household Internet of Things gateway is based on NB-IOT module and the real time environment supplemental characteristic is uploaded to cloud service
Device.
Optionally, the household Internet of Things gateway is changed rate analysis to the real time environment supplemental characteristic, comprising:
Itself change of the household Internet of Things gateway based on temperature in real time environment supplemental characteristic analysis home environment
Rate, ring obtain the state of temperature in home environment than change rate, temperature value and temperature gap；With
Itself change of the household Internet of Things gateway based on smog in real time environment supplemental characteristic analysis home environment
Rate, ring are poorer than change rate, smokescope and smokescope, obtain the smoke condition in home environment；With
The household Internet of Things gateway be based on the real time environment supplemental characteristic analysis home environment in fuel gas and/or
The Self-variation rate of toxic gas, ring are than change rate, fuel gas and/or concentration of toxic gases and fuel gas and/or toxic
Gas concentration is poor, obtains fuel gas and/or toxic gas state in home environment.
Optionally, described to be compared based on the analysis results with the fire-fighting type and the setting of fire-fighting class parameter, described in determination
Whether the change rate of ambient parameter data reaches corresponding alarm level, comprising:
Current home environment is determined according to the state of temperature, smoke condition and fuel gas and/or toxic gas state
In ambient condition belonging to fire-fighting type；
Joined using the state of temperature, smoke condition and fuel gas and/or toxic gas state and the fire-fighting grade
Number compares, and determines fire-fighting grade described in current home environment；
Wherein, the fire-fighting type includes: fire-fighting type, fuel gas and/or toxic gas fire-fighting type on fire；
Fire-fighting grade include: be pushed to domestic monitoring administrative staff rank, be pushed to Property Management of residence personnel rank and
It is pushed to fire alarm rank.
Optionally, the things-internet gateway starting gateway processes prediction scheme carries out fire-fighting processing, comprising:
The things-internet gateway starts family corresponding with fire-fighting type according to the fire-fighting type and fire-fighting grade of confirmation
Fire-fighting handles prediction scheme；
Family's fire-fighting emergent processing prediction scheme includes: that starting home alarm the tinkle of bells is reminded, starts family's ventage
System is aerated, starts intelligent breaker device progress family's power-off, starting family's fire fighting extinguisher is put out a fire.
Optionally, before starting family corresponding with the fire-fighting type fire-fighting processing prediction scheme further include::
The corresponding position of the determining generation fire-fighting event of method in the home environment is chosen based on the close quarters of dynamic clustering.
Optionally, the cloud server is carried out according to the alarm level of the real time environment supplemental characteristic to upload
Review, and fire-fighting early warning is pushed to corresponding management user according to review result, comprising:
The cloud server triggers the cloud clothes after receiving the alarm level that the things-internet gateway uploads
The analytic function of business device is changed rate analysis to the real time environment supplemental characteristic, obtains cloud and analyze result；
The cloud server is analyzed result according to the cloud and is checked the alarm level of upload, and according to
It checks result and pushes fire-fighting early warning to corresponding management user.
Optionally, the cloud server is analyzed result according to the cloud and is answered the alarm level of upload
Core, and fire-fighting early warning is pushed to corresponding management user according to review result, comprising:
Result is analyzed according to the cloud to be matched with the fire-fighting class parameter, determines cloud analysis result institute
Belong to fire-fighting grade；
Determine that cloud alarm level belonging to result is analyzed in cloud according to the affiliated fire-fighting grade；
Matching review is carried out using the cloud alarm level and the alarm level, judge the cloud alarm level with
Whether the alarm level matches；
If matching, the cloud server pushes fire-fighting early warning to corresponding management user；
If mismatching, the cloud server pushes things-internet gateway to domestic monitoring administrative staff and analyzes fault message；
The corresponding management user includes: that domestic monitoring administrative staff, Property Management of residence personnel and fire alarm are received a crime report people
Member.
In addition, the embodiment of the present invention provides a kind of long-range fire-fighting monitoring management system based on household Internet of Things gateway
System, the long-range fire-fighting management system for monitoring include:
Environmental parameter acquires equipment: for the environment based on family's internet-of-things terminal monitoring device real-time monitoring home environment
Supplemental characteristic, and the real time environment supplemental characteristic monitored is sent to household Internet of Things gateway；
Things-internet gateway: the real time environment supplemental characteristic is uploaded to cloud service for the household Internet of Things gateway
Device, the cloud server issue fire-fighting type after receiving the ambient parameter data, to the household Internet of Things gateway
It is arranged with fire-fighting class parameter；The household Internet of Things gateway is changed rate analysis to the real time environment supplemental characteristic, and
It is compared based on the analysis results with the fire-fighting type and the setting of fire-fighting class parameter, determines the change rate of the ambient parameter data
Whether corresponding alarm level is reached；If reaching, the things-internet gateway starting gateway processes prediction scheme carries out fire-fighting processing, and will
The alarm level uploads the cloud server；
Cloud server: the alarm for the cloud server according to the real time environment supplemental characteristic to upload
Grade is checked, and pushes fire-fighting early warning to corresponding management user according to review result.
In embodiments of the present invention, pass through the environmental parameter based on family's internet-of-things terminal monitoring device acquisition home environment
Data, and collected ambient parameter data is sent to household Internet of Things gateway；Household Internet of Things gateway joins real time environment
Number data are uploaded to cloud server, and cloud server issues fire-fighting type to household Internet of Things gateway and fire-fighting class parameter is set
It sets；Household Internet of Things gateway is changed rate analysis to real time environment supplemental characteristic, and determines whether change rate reaches corresponding
Alarm level；If reaching, starts gateway processes prediction scheme and alarm level is uploaded into cloud server；The cloud server is to upper
The alarm level passed is checked, and pushes fire-fighting early warning to corresponding management user；It realizes to home environment state
Fire-fighting is monitored in real time, and carries out fire-fighting early warning push to different management users according to monitoring situation, avoids occurring in family
Hidden fire-fighting danger causes heavy losses；Review by cloud server to alarm level is reduced because things-internet gateway analyzes mistake
And the alarm push of the mistake generated, reduce the workload of corresponding administrative staff.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it is clear that, the accompanying drawings in the following description is only this
Some embodiments of invention for those of ordinary skill in the art without creative efforts, can be with
Other attached drawings are obtained according to these attached drawings.
Fig. 1 is that the process of the long-range fire-fighting monitoring management method based on household Internet of Things gateway in the embodiment of the present invention is shown
It is intended to；
Fig. 2 is the structure group of the long-range fire-fighting management system for monitoring based on household Internet of Things gateway in the embodiment of the present invention
At schematic diagram.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts all other
Embodiment shall fall within the protection scope of the present invention.
Embodiment:
Referring to Fig. 1, Fig. 1 is the long-range fire-fighting monitoring management side based on household Internet of Things gateway in the embodiment of the present invention
The flow diagram of method.
As shown in Figure 1, a kind of long-range fire-fighting monitoring management method based on household Internet of Things gateway, the long-range fire-fighting prison
Surveying management method includes:
S11: the ambient parameter data based on family's internet-of-things terminal monitoring device real-time monitoring home environment, and will monitoring
To real time environment supplemental characteristic be sent to household Internet of Things gateway；
In specific implementation process of the present invention, internet-of-things terminal monitoring device includes smoke monitoring device, temperature monitoring dress
It sets and fuel gas and/or monitoring poisonous gas device；In the specific implementation process, fuel gas and/or monitoring poisonous gas
Device can be coal gas monitoring device.
Specifically, at home by the installation of internet-of-things terminal monitoring device, specifically each room and parlor, toilet and
The places such as kitchen are respectively mounted smoke monitoring device and temperature monitoring device, and packing density is determined according to specific area, such as less
It is installation two greater than 8 square metres and being not more than 16 square metres in installation one in 8 square metres of region；Fuel gas and/
Or monitoring poisonous gas device is generally only installed at kitchen and toilet, general kitchen and toilet install one respectively, specifically
It can be installed according to the actual situation, other regions can carry out installation selection as the case may be.
Specifically, the ambient parameter data based on family's internet-of-things terminal monitoring device real-time monitoring home environment,
It include: based on the smog parameter number in the smoke monitoring device real-time monitoring home environment in family's internet-of-things terminal monitoring device
According to；With based on the temperature parameter number in the temperature monitoring device real-time monitoring home environment in family's internet-of-things terminal monitoring device
According to；With based in family's internet-of-things terminal monitoring device fuel gas and/or monitoring poisonous gas device real-time monitoring family
Fuel gas and/or toxic gas supplemental characteristic in environment.
Distinguish in above-mentioned smoke monitoring device, temperature monitoring device and fuel gas and/or monitoring poisonous gas device
After monitoring corresponding real-time parameter data, these real time datas are sent in household Internet of Things gateway and are summarized.
Specifically, temperature monitoring device can monitoring temperature data within a preset time, whens can be preset as 10s or 5s etc.
Between, in embodiments of the present invention, preset time is that 10s monitors a temperature data；Smoke monitoring device can be within a preset time
The smoke data around the device is monitored, can be preset as carrying out a smoke data prison every periods such as 3s, 5s or 10s
It surveys, in embodiments of the present invention, preset time is that 3s monitors a smoke data；Fuel gas and/or monitoring poisonous gas dress
Fuel gas and/or the monitoring of toxic gas content data can be carried out within a preset time by setting, can be preset as every 3s, 5s or
The periods such as 10s carry out a fuel gas and/or the monitoring of toxic gas content data, in embodiments of the present invention, when presetting
Between for 3s monitor a smoke data.
S12: the real time environment supplemental characteristic is uploaded to cloud server, the cloud by the household Internet of Things gateway
Server issues fire-fighting type and fire-fighting grade ginseng after receiving the ambient parameter data, to the household Internet of Things gateway
Number setting；
In specific implementation process of the present invention, the real time environment supplemental characteristic is uploaded to by the household Internet of Things gateway
Cloud server, comprising: the household Internet of Things gateway is based on WiFi module and the real time environment supplemental characteristic is uploaded to cloud
Hold server；Or the household Internet of Things gateway is based on LAN8720A module and the real time environment supplemental characteristic is uploaded to cloud
Server；Or the household Internet of Things gateway is based on NB-IOT module and the real time environment supplemental characteristic is uploaded to cloud service
Device.
Specifically, household Internet of Things gateway is before being uploaded to cloud server for the ambient parameter data summarized, first
Whether confirmation things-internet gateway, which connects, is established connection with cloud server, if not setting up connection, passes through WiFi module, LAN8720A
Module or NB-IOT module establish connection, if connection can't be established, will fail to establish connection and be pushed away by modes such as short messages
Domestic monitoring administrative staff are given, it is reminded to help to update setting again, so that things-internet gateway and cloud server progress are mutual
Networking connection.
Cloud server is after receiving the real time environment supplemental characteristic of household Internet of Things gateway last time, to family's Internet of Things
Net gateway issues corresponding fire-fighting type and fire-fighting class parameter, and household Internet of Things gateway issues corresponding fire-fighting class receiving
Type and fire-fighting class parameter are stored accordingly；The fire-fighting type and fire-fighting class parameter that cloud server issues are according to family
The data such as the environment temperature in area where the things-internet gateway of front yard are foundation.
S13: the household Internet of Things gateway is changed rate analysis to the real time environment supplemental characteristic, and according to analysis
As a result it is compared with the fire-fighting type and the setting of fire-fighting class parameter, determines whether the change rate of the ambient parameter data reaches
Corresponding alarm level；
In specific implementation process of the present invention, the household Internet of Things gateway becomes the real time environment supplemental characteristic
Rate analysis, comprising: the household Internet of Things gateway is based on temperature in real time environment supplemental characteristic analysis home environment
Self-variation rate, ring obtain the state of temperature in home environment than change rate, temperature value and temperature gap；With family's object
Networking gateway is based on the Self-variation rate of smog, ring in real time environment supplemental characteristic analysis home environment than change rate, cigarette
Mistiness degree and smokescope are poor, obtain the smoke condition in home environment；It is based on the household Internet of Things gateway described real-time
The Self-variation rate of fuel gas and/or toxic gas, ring are than change rate, combustible gas in ambient parameter data analysis home environment
Body and/or concentration of toxic gases and fuel gas and/or concentration of toxic gases are poor, obtain home environment in fuel gas and/
Or toxic gas state.
Wherein, described to be compared based on the analysis results with the fire-fighting type and the setting of fire-fighting class parameter, determine the ring
Whether the change rate of border supplemental characteristic reaches corresponding alarm level, comprising: according to the state of temperature, smoke condition and flammable
Gas and/or toxic gas state determine fire-fighting type belonging to the ambient condition in current home environment；Using the temperature
State, smoke condition and fuel gas and/or toxic gas state are compared with the fire-fighting class parameter, are determined currently
Fire-fighting grade described in home environment；Wherein, the fire-fighting type includes: fire-fighting type on fire, fuel gas and/or has poison gas
Body fire-fighting type；Fire-fighting grade includes: to be pushed to domestic monitoring administrative staff rank, be pushed to Property Management of residence personnel's rank
Be pushed to fire alarm rank.
Specifically, in early warning analysis, need to be arranged reasonable early warning temperature or concentration, normal variation rate section, rationally
The temperature difference and concentration difference；The early warning object of settable different levels；It designs a variety of data models and carries out data analysis；According to difference
Setting condition set out the early warning of different levels；Early warning between different levels has interrelated；Need to control the frequency of early warning,
Identical early warning push cannot frequently be triggered；Need to ensure the real-time of early warning push；Need effective online prompting and scene
The prompting of environment；Various dimensions prompting or processing can be carried out according to other smart machines of early warning situation linkage family.
Specifically, defining the normal interval of the change rate of 1. monitoring temperatures/smog/fuel gas and/or toxic gas such as
[0,1], [0,1], [0,1]；Ring is calculated than change rate, is calculated by the currently monitored data with environmental data, specific to count
Calculate formula are as follows: (the currently monitored data-environmental data)/environmental data；Self-variation rate calculate, by the currently monitored data with it is upper
Secondary monitoring data are calculated, specific calculation formula: (the currently monitored data-last time monitoring data)/last time monitoring data；Temperature
Degree/smog/fuel gas and/or the definition of concentration of toxic gases warning line: it is then triggered beyond the value；/ concentration/can with environment temperature
The definition of the difference warning line of combustion gas body and/or toxic gas: it is then triggered beyond the value；To according to the variation of ambient parameter data
Rate is to determine whether reach corresponding alarm level.
Specific reference parameter is as shown in table 1, table 2 and table 3:
1 temperature data early warning of table
| Warning grade | Self-variation rate | Ring compares change rate | Early warning temperature | Temperature difference warning temperature | Alert levels |
| 1 | 0.3 | 0.3 | / | / | It is pushed to household |
| 2 | >0.3 | 0.3 | Reach | / | It is pushed to property |
| 3 | >0.3 | >0.3 | Reach | Reach | Fire alarm |
2 smoke data of table
| Warning grade | Self-variation rate | Ring compares change rate | Early warning concentration | Concentration difference guards against concentration | Alert levels |
| 1 | 0.3 | 0.3 | / | / | It is pushed to household |
| 2 | >0.3 | 0.3 | Reach | / | It is pushed to property |
| 3 | >0.3 | >0.3 | Reach | Reach | Fire alarm |
3 fuel gas of table and/or toxic gas data
| Warning grade | Self-variation rate | Ring compares change rate | Early warning concentration | Concentration difference guards against concentration | Alert levels |
| 1 | 0.3 | 0.3 | / | / | It is pushed to household |
| 2 | >0.3 | 0.3 | Reach | / | It is pushed to property |
| 3 | >0.3 | >0.3 | Reach | Reach | Fire alarm |
In specific implementation process of the present invention, when change rate is not in normal interval, do not do early warning processing generally, answer
It is judged as monitoring data exception；Need monitoring data again.
S14: if reaching, things-internet gateway starting gateway processes prediction scheme carries out fire-fighting processing, and by described alarm etc.
Grade uploads the cloud server；
In specific implementation process of the present invention, the things-internet gateway starting gateway processes prediction scheme carries out fire-fighting processing, packet
Include: the things-internet gateway starts family corresponding with fire-fighting type fire-fighting according to the fire-fighting type and fire-fighting grade of confirmation
Handle prediction scheme；Family's fire-fighting emergent processing prediction scheme includes: that starting home alarm the tinkle of bells is reminded, starts family's ventage
System is aerated, starts intelligent breaker device progress family's power-off, starting family's fire fighting extinguisher is put out a fire.
While starting gateway processes prediction scheme, alarm level is uploaded to cloud server by household Internet of Things gateway.
Wherein, before starting family corresponding with the fire-fighting type fire-fighting processing prediction scheme further include: poly- based on dynamic
The close quarters of class, which are chosen method and determined, occurs the corresponding position of fire-fighting event in the home environment.
Dynamic clustering is to find mode (stochastic variable most frequency observation), decompose mixture and assume the poly- of super ellipsoids shape
Class；The realization of dynamic state clustering is comprised the steps of 1) to initialize cluster centre or establish and be divided for the first time；2) polymeric type is modified
Member redistributes in mode to polymeric type；3) it deletes and merges polymeric type and assert point of distance；4) when error is less than a certain door
The number of limit or iteration stops when exceeding pre-set several.
Seek most intensive classification as estimation region；Only the polymeric type of the point newly entered and its influence is carried out more every time
Newly, and classification number (can merge and divide) with data dynamic change, and sample can also move between polymeric type with updating, will be every
Result dynamical output after primary polymerization selection；So that it is determined that the corresponding position of fire-fighting event in the home environment occurs.
After determining the corresponding position of generation fire-fighting event in the home environment, fire-fighting event occurs for starting in family's ring
Corresponding position in border carries out fire-fighting processing apart from nearest family's fire-fighting emergent processing prediction scheme；For example determine that the point is smog report
Alert, therefore, starting intelligence powers off other progress family's power-off first, starting home alarm the tinkle of bells is reminded and started family to disappear
Fire extinguishing device is put out a fire；Wherein starting family's fire fighting extinguisher is put out a fire are as follows: starting is in fire-fighting event occurs
The nearest family's fire fighting extinguisher of corresponding position in the environment of front yard is put out a fire.
S15: the cloud server is answered according to the alarm level of the real time environment supplemental characteristic to upload
Core, and fire-fighting early warning is pushed to corresponding management user according to review result.
In specific implementation process of the present invention, the cloud server is according to the real time environment supplemental characteristic to upload
The alarm level is checked, and pushes fire-fighting early warning to corresponding management user according to review result, comprising: the cloud
Server triggers the analytic function of the cloud server after receiving the alarm level that the things-internet gateway uploads,
Rate analysis is changed to the real time environment supplemental characteristic, cloud is obtained and analyzes result；The cloud server is according to
Cloud analysis result checks the alarm level of upload, and is disappeared according to review result to corresponding management user push
Anti- early warning.
Wherein, the cloud server is analyzed result according to the cloud and is checked the alarm level of upload,
And fire-fighting early warning is pushed to corresponding management user according to review result, comprising: result is analyzed according to the cloud and is disappeared with described
Anti- class parameter is matched, and determines the cloud analysis affiliated fire-fighting grade of result；It is determined according to the affiliated fire-fighting grade
Analyze cloud alarm level belonging to result in cloud；Match again with the alarm level using the cloud alarm level
Core, judges whether the cloud alarm level matches with the alarm level；If matching, the cloud server is to corresponding pipe
It manages user and pushes fire-fighting early warning；If mismatching, the cloud server pushes things-internet gateway point to domestic monitoring administrative staff
Analyse fault message；The corresponding management user includes: that domestic monitoring administrative staff, Property Management of residence personnel and fire alarm are received a crime report
Personnel.
(specific analysis side is analyzed to real time environment supplemental characteristic by uploading alarm level triggering cloud server
Method is consistent with the analysis method in household Internet of Things gateway, and details are not described herein), and corresponding analysis is obtained as a result, according to phase
The alarm level that the analysis result review household Internet of Things gateway answered uploads, if two results of discovery are inconsistent in review, then
Cloud server pushes things-internet gateway to domestic monitoring administrative staff and analyzes fault message；If consistent, the cloud server
Fire-fighting early warning is pushed to corresponding management user；Corresponding management user includes: domestic monitoring administrative staff, Property Management of residence
Personnel and fire alarm are received a crime report personnel.
Realization the fire-fighting of home environment state is monitored in real time, and according to monitoring situation to different management users into
Row fire-fighting early warning push avoids generation hidden fire-fighting danger in family from causing heavy losses；Alarm level is answered by cloud server
Core reduces the alarm push of the mistake generated because things-internet gateway analyzes mistake, reduces the work of corresponding administrative staff
Amount.
Embodiment:
Referring to Fig. 2, Fig. 2 is the long-range fire-fighting monitoring management system based on household Internet of Things gateway in the embodiment of the present invention
The structure composition schematic diagram of system.
As shown in Fig. 2, a kind of long-range fire-fighting management system for monitoring based on household Internet of Things gateway, the long-range fire-fighting prison
Surveying management system includes:
Environmental parameter acquires equipment: for the environment based on family's internet-of-things terminal monitoring device real-time monitoring home environment
Supplemental characteristic, and the real time environment supplemental characteristic monitored is sent to household Internet of Things gateway；
In specific implementation process of the present invention, internet-of-things terminal monitoring device includes smoke monitoring device, temperature monitoring dress
It sets and fuel gas and/or monitoring poisonous gas device；In the specific implementation process, fuel gas and/or monitoring poisonous gas
Device can be coal gas monitoring device.
Specifically, at home by the installation of internet-of-things terminal monitoring device, specifically each room and parlor, toilet and
The places such as kitchen are respectively mounted smoke monitoring device and temperature monitoring device, and packing density is determined according to specific area, such as less
It is installation two greater than 8 square metres and being not more than 16 square metres in installation one in 8 square metres of region；Fuel gas and/
Or monitoring poisonous gas device is generally only installed at kitchen and toilet, general kitchen and toilet install one respectively, specifically
It can be installed according to the actual situation, other regions can carry out installation selection as the case may be.
Specifically, the ambient parameter data based on family's internet-of-things terminal monitoring device real-time monitoring home environment,
It include: based on the smog parameter number in the smoke monitoring device real-time monitoring home environment in family's internet-of-things terminal monitoring device
According to；With based on the temperature parameter number in the temperature monitoring device real-time monitoring home environment in family's internet-of-things terminal monitoring device
According to；With based in family's internet-of-things terminal monitoring device fuel gas and/or monitoring poisonous gas device real-time monitoring family
Fuel gas and/or toxic gas supplemental characteristic in environment.
Distinguish in above-mentioned smoke monitoring device, temperature monitoring device and fuel gas and/or monitoring poisonous gas device
After monitoring corresponding real-time parameter data, these real time datas are sent in household Internet of Things gateway and are summarized.
Specifically, temperature monitoring device can monitoring temperature data within a preset time, whens can be preset as 10s or 5s etc.
Between, in embodiments of the present invention, preset time is that 10s monitors a temperature data；Smoke monitoring device can be within a preset time
The smoke data around the device is monitored, can be preset as carrying out a smoke data prison every periods such as 3s, 5s or 10s
It surveys, in embodiments of the present invention, preset time is that 3s monitors a smoke data；Fuel gas and/or monitoring poisonous gas dress
Fuel gas and/or the monitoring of toxic gas content data can be carried out within a preset time by setting, can be preset as every 3s, 5s or
The periods such as 10s carry out a fuel gas and/or the monitoring of toxic gas content data, in embodiments of the present invention, when presetting
Between for 3s monitor a smoke data.
Things-internet gateway: the real time environment supplemental characteristic is uploaded to cloud service for the household Internet of Things gateway
Device, the cloud server issue fire-fighting type after receiving the ambient parameter data, to the household Internet of Things gateway
It is arranged with fire-fighting class parameter；The household Internet of Things gateway is changed rate analysis to the real time environment supplemental characteristic, and
It is compared based on the analysis results with the fire-fighting type and the setting of fire-fighting class parameter, determines the change rate of the ambient parameter data
Whether corresponding alarm level is reached；If reaching, the things-internet gateway starting gateway processes prediction scheme carries out fire-fighting processing, and will
The alarm level uploads the cloud server；
In specific implementation process of the present invention, the real time environment supplemental characteristic is uploaded to by the household Internet of Things gateway
Cloud server, comprising: the household Internet of Things gateway is based on WiFi module and the real time environment supplemental characteristic is uploaded to cloud
Hold server；Or the household Internet of Things gateway is based on LAN8720A module and the real time environment supplemental characteristic is uploaded to cloud
Server；Or the household Internet of Things gateway is based on NB-IOT module and the real time environment supplemental characteristic is uploaded to cloud service
Device.
Specifically, household Internet of Things gateway is before being uploaded to cloud server for the ambient parameter data summarized, first
Whether confirmation things-internet gateway, which connects, is established connection with cloud server, if not setting up connection, passes through WiFi module, LAN8720A
Module or NB-IOT module establish connection, if connection can't be established, will fail to establish connection and be pushed away by modes such as short messages
Domestic monitoring administrative staff are given, it is reminded to help to update setting again, so that things-internet gateway and cloud server progress are mutual
Networking connection.
Cloud server is after receiving the real time environment supplemental characteristic of household Internet of Things gateway last time, to family's Internet of Things
Net gateway issues corresponding fire-fighting type and fire-fighting class parameter, and household Internet of Things gateway issues corresponding fire-fighting class receiving
Type and fire-fighting class parameter are stored accordingly；The fire-fighting type and fire-fighting class parameter that cloud server issues are according to family
The data such as the environment temperature in area where the things-internet gateway of front yard are foundation.
In specific implementation process of the present invention, the household Internet of Things gateway becomes the real time environment supplemental characteristic
Rate analysis, comprising: the household Internet of Things gateway is based on temperature in real time environment supplemental characteristic analysis home environment
Self-variation rate, ring obtain the state of temperature in home environment than change rate, temperature value and temperature gap；With family's object
Networking gateway is based on the Self-variation rate of smog, ring in real time environment supplemental characteristic analysis home environment than change rate, cigarette
Mistiness degree and smokescope are poor, obtain the smoke condition in home environment；It is based on the household Internet of Things gateway described real-time
The Self-variation rate of fuel gas and/or toxic gas, ring are than change rate, combustible gas in ambient parameter data analysis home environment
Body and/or concentration of toxic gases and fuel gas and/or concentration of toxic gases are poor, obtain home environment in fuel gas and/
Or toxic gas state.
Wherein, described to be compared based on the analysis results with the fire-fighting type and the setting of fire-fighting class parameter, determine the ring
Whether the change rate of border supplemental characteristic reaches corresponding alarm level, comprising: according to the state of temperature, smoke condition and flammable
Gas and/or toxic gas state determine fire-fighting type belonging to the ambient condition in current home environment；Using the temperature
State, smoke condition and fuel gas and/or toxic gas state are compared with the fire-fighting class parameter, are determined currently
Fire-fighting grade described in home environment；Wherein, the fire-fighting type includes: fire-fighting type on fire, fuel gas and/or has poison gas
Body fire-fighting type；Fire-fighting grade includes: to be pushed to domestic monitoring administrative staff rank, be pushed to Property Management of residence personnel's rank
Be pushed to fire alarm rank.
Specifically, in early warning analysis, need to be arranged reasonable early warning temperature or concentration, normal variation rate section, rationally
The temperature difference and concentration difference；The early warning object of settable different levels；It designs a variety of data models and carries out data analysis；According to difference
Setting condition set out the early warning of different levels；Early warning between different levels has interrelated；Need to control the frequency of early warning,
Identical early warning push cannot frequently be triggered；Need to ensure the real-time of early warning push；Need effective online prompting and scene
The prompting of environment；Various dimensions prompting or processing can be carried out according to other smart machines of early warning situation linkage family.
Specifically, defining the normal interval of the change rate of 1. monitoring temperatures/smog/fuel gas and/or toxic gas such as
[0,1], [0,1], [0,1]；Ring is calculated than change rate, is calculated by the currently monitored data with environmental data, specific to count
Calculate formula are as follows: (the currently monitored data-environmental data)/environmental data；Self-variation rate calculate, by the currently monitored data with it is upper
Secondary monitoring data are calculated, specific calculation formula: (the currently monitored data-last time monitoring data)/last time monitoring data；Temperature
Degree/smog/fuel gas and/or the definition of concentration of toxic gases warning line: it is then triggered beyond the value；/ concentration/can with environment temperature
The definition of the difference warning line of combustion gas body and/or toxic gas: it is then triggered beyond the value；To according to the variation of ambient parameter data
Rate is to determine whether reach corresponding alarm level.
Specific reference parameter is as shown in table 1, table 2 and table 3:
1 temperature data early warning of table
| Warning grade | Self-variation rate | Ring compares change rate | Early warning temperature | Temperature difference warning temperature | Alert levels |
| 1 | 0.3 | 0.3 | / | / | It is pushed to household |
| 2 | >0.3 | 0.3 | Reach | / | It is pushed to property |
| 3 | >0.3 | >0.3 | Reach | Reach | Fire alarm |
2 smoke data of table
| Warning grade | Self-variation rate | Ring compares change rate | Early warning concentration | Concentration difference guards against concentration | Alert levels |
| 1 | 0.3 | 0.3 | / | / | It is pushed to household |
| 2 | >0.3 | 0.3 | Reach | / | It is pushed to property |
| 3 | >0.3 | >0.3 | Reach | Reach | Fire alarm |
3 fuel gas of table and/or toxic gas data
In specific implementation process of the present invention, when change rate is not in normal interval, do not do early warning processing generally, answer
It is judged as monitoring data exception；Need monitoring data again.
In specific implementation process of the present invention, the things-internet gateway starting gateway processes prediction scheme carries out fire-fighting processing, packet
Include: the things-internet gateway starts family corresponding with fire-fighting type fire-fighting according to the fire-fighting type and fire-fighting grade of confirmation
Handle prediction scheme；Family's fire-fighting emergent processing prediction scheme includes: that starting home alarm the tinkle of bells is reminded, starts family's ventage
System is aerated, starts intelligent breaker device progress family's power-off, starting family's fire fighting extinguisher is put out a fire.
While starting gateway processes prediction scheme, alarm level is uploaded to cloud server by household Internet of Things gateway.
Wherein, before starting family corresponding with the fire-fighting type fire-fighting processing prediction scheme further include: poly- based on dynamic
The close quarters of class, which are chosen method and determined, occurs the corresponding position of fire-fighting event in the home environment.
Dynamic clustering is to find mode (stochastic variable most frequency observation), decompose mixture and assume the poly- of super ellipsoids shape
Class；The realization of dynamic state clustering is comprised the steps of 1) to initialize cluster centre or establish and be divided for the first time；2) polymeric type is modified
Member redistributes in mode to polymeric type；3) it deletes and merges polymeric type and assert point of distance；4) when error is less than a certain door
The number of limit or iteration stops when exceeding pre-set several.
Seek most intensive classification as estimation region；Only the polymeric type of the point newly entered and its influence is carried out more every time
Newly, and classification number (can merge and divide) with data dynamic change, and sample can also move between polymeric type with updating, will be every
Result dynamical output after primary polymerization selection；So that it is determined that the corresponding position of fire-fighting event in the home environment occurs.
After determining the corresponding position of generation fire-fighting event in the home environment, fire-fighting event occurs for starting in family's ring
Corresponding position in border carries out fire-fighting processing apart from nearest family's fire-fighting emergent processing prediction scheme；For example determine that the point is smog report
Alert, therefore, starting intelligence powers off other progress family's power-off first, starting home alarm the tinkle of bells is reminded and started family to disappear
Fire extinguishing device is put out a fire；Wherein starting family's fire fighting extinguisher is put out a fire are as follows: starting is in fire-fighting event occurs
The nearest family's fire fighting extinguisher of corresponding position in the environment of front yard is put out a fire.
Cloud server: the alarm for the cloud server according to the real time environment supplemental characteristic to upload
Grade is checked, and pushes fire-fighting early warning to corresponding management user according to review result.
In specific implementation process of the present invention, the cloud server is according to the real time environment supplemental characteristic to upload
The alarm level is checked, and pushes fire-fighting early warning to corresponding management user according to review result, comprising: the cloud
Server triggers the analytic function of the cloud server after receiving the alarm level that the things-internet gateway uploads,
Rate analysis is changed to the real time environment supplemental characteristic, cloud is obtained and analyzes result；The cloud server is according to
Cloud analysis result checks the alarm level of upload, and is disappeared according to review result to corresponding management user push
Anti- early warning.
Wherein, the cloud server is analyzed result according to the cloud and is checked the alarm level of upload,
And fire-fighting early warning is pushed to corresponding management user according to review result, comprising: result is analyzed according to the cloud and is disappeared with described
Anti- class parameter is matched, and determines the cloud analysis affiliated fire-fighting grade of result；It is determined according to the affiliated fire-fighting grade
Analyze cloud alarm level belonging to result in cloud；Match again with the alarm level using the cloud alarm level
Core, judges whether the cloud alarm level matches with the alarm level；If matching, the cloud server is to corresponding pipe
It manages user and pushes fire-fighting early warning；If mismatching, the cloud server pushes things-internet gateway point to domestic monitoring administrative staff
Analyse fault message；The corresponding management user includes: that domestic monitoring administrative staff, Property Management of residence personnel and fire alarm are received a crime report
Personnel.
(specific analysis side is analyzed to real time environment supplemental characteristic by uploading alarm level triggering cloud server
Method is consistent with the analysis method in household Internet of Things gateway, and details are not described herein), and corresponding analysis is obtained as a result, according to phase
The alarm level that the analysis result review household Internet of Things gateway answered uploads, if two results of discovery are inconsistent in review, then
Cloud server pushes things-internet gateway to domestic monitoring administrative staff and analyzes fault message；If consistent, the cloud server
Fire-fighting early warning is pushed to corresponding management user；Corresponding management user includes: domestic monitoring administrative staff, Property Management of residence
Personnel and fire alarm are received a crime report personnel.
Realization the fire-fighting of home environment state is monitored in real time, and according to monitoring situation to different management users into
Row fire-fighting early warning push avoids generation hidden fire-fighting danger in family from causing heavy losses；Alarm level is answered by cloud server
Core reduces the alarm push of the mistake generated because things-internet gateway analyzes mistake, reduces the work of corresponding administrative staff
Amount.
Those of ordinary skill in the art will appreciate that all or part of the steps in the various methods of above-described embodiment is can
It is completed with instructing relevant hardware by program, which can be stored in a computer readable storage medium, storage
Medium may include: read-only memory (ROM, ReadOnly Memory), random access memory (RAM, Random Access
Memory), disk or CD etc..
In addition, being provided for the embodiments of the invention a kind of long-range fire-fighting monitoring pipe based on household Internet of Things gateway above
Reason method and system are described in detail, and should use specific case herein and carry out to the principle of the present invention and embodiment
It illustrates, the above description of the embodiment is only used to help understand the method for the present invention and its core ideas；Meanwhile for ability
The those skilled in the art in domain, according to the thought of the present invention, there will be changes in the specific implementation manner and application range, comprehensive
Upper described, the contents of this specification are not to be construed as limiting the invention.
Claims (10)
1. a kind of long-range fire-fighting monitoring management method based on household Internet of Things gateway, which is characterized in that the long-range fire-fighting prison
Surveying management method includes:
Based on the ambient parameter data of family's internet-of-things terminal monitoring device real-time monitoring home environment, and it is real-time by what is monitored
Ambient parameter data is sent to household Internet of Things gateway；
The real time environment supplemental characteristic is uploaded to cloud server by the household Internet of Things gateway, and the cloud server exists
After receiving the ambient parameter data, fire-fighting type and the setting of fire-fighting class parameter are issued to the household Internet of Things gateway；
The household Internet of Things gateway to the real time environment supplemental characteristic be changed rate analysis, and based on the analysis results with institute
Fire-fighting type and the setting comparison of fire-fighting class parameter are stated, determines whether the change rate of the ambient parameter data reaches corresponding report
Alert grade；
If reaching, the things-internet gateway starting gateway processes prediction scheme carries out fire-fighting processing, and the alarm level is uploaded institute
State cloud server；
The cloud server is checked according to the alarm level of the real time environment supplemental characteristic to upload, and according to
It checks result and pushes fire-fighting early warning to corresponding management user.
2. long-range fire-fighting monitoring management method according to claim 1, which is characterized in that described whole based on family's Internet of Things
Hold the ambient parameter data of monitoring device real-time monitoring home environment, comprising:
Based on the smog parameter number in the smoke monitoring device real-time monitoring home environment in family's internet-of-things terminal monitoring device
According to；With
Based on the temperature parameter number in the temperature monitoring device real-time monitoring home environment in family's internet-of-things terminal monitoring device
According to；With
Based on the fuel gas and/or monitoring poisonous gas device real-time monitoring family ring in family's internet-of-things terminal monitoring device
Fuel gas and/or toxic gas supplemental characteristic in border.
3. long-range fire-fighting monitoring management method according to claim 1, which is characterized in that the household Internet of Things gateway will
The real time environment supplemental characteristic is uploaded to cloud server, comprising:
The household Internet of Things gateway is based on WiFi module and the real time environment supplemental characteristic is uploaded to cloud server；Or
The household Internet of Things gateway is based on LAN8720A module and the real time environment supplemental characteristic is uploaded to cloud server；
Or
The household Internet of Things gateway is based on NB-IOT module and the real time environment supplemental characteristic is uploaded to cloud server.
4. long-range fire-fighting monitoring management method according to claim 1, which is characterized in that the household Internet of Things gateway pair
The real time environment supplemental characteristic is changed rate analysis, comprising:
The household Internet of Things gateway based on the real time environment supplemental characteristic analysis home environment in temperature Self-variation rate,
Ring obtains the state of temperature in home environment than change rate, temperature value and temperature gap；With
The household Internet of Things gateway based on the real time environment supplemental characteristic analysis home environment in smog Self-variation rate,
Ring is poorer than change rate, smokescope and smokescope, obtains the smoke condition in home environment；With
The household Internet of Things gateway is based on fuel gas and/or toxic in real time environment supplemental characteristic analysis home environment
The Self-variation rate of gas, ring are than change rate, fuel gas and/or concentration of toxic gases and fuel gas and/or toxic gas
Concentration difference obtains fuel gas and/or toxic gas state in home environment.
5. long-range fire-fighting monitoring management method according to claim 4, which is characterized in that it is described based on the analysis results with institute
Fire-fighting type and the setting comparison of fire-fighting class parameter are stated, determines whether the change rate of the ambient parameter data reaches corresponding report
Alert grade, comprising:
It is determined in current home environment according to the state of temperature, smoke condition and fuel gas and/or toxic gas state
Fire-fighting type belonging to ambient condition；
Using the state of temperature, smoke condition and fuel gas and/or toxic gas state and the fire-fighting class parameter into
Row comparison, determines fire-fighting grade described in current home environment；
Wherein, the fire-fighting type includes: fire-fighting type, fuel gas and/or toxic gas fire-fighting type on fire；
Fire-fighting grade includes: to be pushed to domestic monitoring administrative staff rank, be pushed to Property Management of residence personnel rank and push
Give fire alarm rank.
6. long-range fire-fighting monitoring management method according to claim 1, which is characterized in that the things-internet gateway starts net
It closes processing prediction scheme and carries out fire-fighting processing, comprising:
The things-internet gateway starts family corresponding with fire-fighting type fire-fighting according to the fire-fighting type and fire-fighting grade of confirmation
Handle prediction scheme；
Family's fire-fighting emergent processing prediction scheme include: starting home alarm the tinkle of bells reminded, start family's ventilating system into
Row ventilation, the intelligent breaker device of starting carry out family's power-off, starting family's fire fighting extinguisher is put out a fire.
7. long-range fire-fighting monitoring management method according to claim 6, which is characterized in that the starting and fire-fighting type phase
Before corresponding family's fire-fighting processing prediction scheme further include:
The corresponding position of the determining generation fire-fighting event of method in the home environment is chosen based on the close quarters of dynamic clustering.
8. long-range fire-fighting monitoring management method according to claim 1, which is characterized in that the cloud server is according to institute
It states real time environment supplemental characteristic to check the alarm level of upload, and according to review result to corresponding management user
Push fire-fighting early warning, comprising:
The cloud server triggers the cloud server after receiving the alarm level that the things-internet gateway uploads
Analytic function, to the real time environment supplemental characteristic be changed rate analysis, obtain cloud analyze result；
The cloud server is analyzed result according to the cloud and is checked the alarm level of upload, and according to review
As a result fire-fighting early warning is pushed to corresponding management user.
9. long-range fire-fighting monitoring management method according to claim 8, which is characterized in that the cloud server is according to institute
It states cloud analysis result to check the alarm level of upload, and is pushed according to review result to corresponding management user
Fire-fighting early warning, comprising:
Result is analyzed according to the cloud to be matched with the fire-fighting class parameter, is determined and is disappeared belonging to the cloud analysis result
Anti- grade；
Determine that cloud alarm level belonging to result is analyzed in cloud according to the affiliated fire-fighting grade；
Matching review is carried out using the cloud alarm level and the alarm level, judge the cloud alarm level with it is described
Whether alarm level matches；
If matching, the cloud server pushes fire-fighting early warning to corresponding management user；
If mismatching, the cloud server pushes things-internet gateway to domestic monitoring administrative staff and analyzes fault message；
The corresponding management user includes: that domestic monitoring administrative staff, Property Management of residence personnel and fire alarm are received a crime report personnel.
10. a kind of long-range fire-fighting management system for monitoring based on household Internet of Things gateway, which is characterized in that the long-range fire-fighting prison
Surveying management system includes:
Environmental parameter acquires equipment: for the environmental parameter based on family's internet-of-things terminal monitoring device real-time monitoring home environment
Data, and the real time environment supplemental characteristic monitored is sent to household Internet of Things gateway；
Things-internet gateway: being uploaded to cloud server for the real time environment supplemental characteristic for the household Internet of Things gateway,
The cloud server issues fire-fighting type to the household Internet of Things gateway and disappears after receiving the ambient parameter data
Anti- class parameter setting；The household Internet of Things gateway is changed rate to the real time environment supplemental characteristic and analyzes, and according to
Analyze result and the fire-fighting type and the setting of fire-fighting class parameter compare, determine the ambient parameter data change rate whether
Reach corresponding alarm level；If reaching, the things-internet gateway starting gateway processes prediction scheme carries out fire-fighting processing, and will be described
Alarm level uploads the cloud server；
Cloud server: for the cloud server according to the real time environment supplemental characteristic to the alarm level of upload
It is checked, and fire-fighting early warning is pushed to corresponding management user according to review result.
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| CN112037455A (en) * | 2020-09-02 | 2020-12-04 | 安徽泰然信息技术有限公司 | Automatic fire alarm system based on data acquisition |
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| CN112866056B (en) * | 2021-01-08 | 2022-07-29 | 山东摄云信息技术有限公司 | TSCM anti-theft audio-visual monitoring early warning analysis method |
| CN115240373A (en) * | 2022-07-14 | 2022-10-25 | 中万恩科技有限公司 | Dish washer natural gas and combustible gas detection alarm method and device and electronic equipment |
| CN115240373B (en) * | 2022-07-14 | 2023-08-08 | 中万恩科技有限公司 | Natural gas and combustible gas detection alarm method and device for dish washer and electronic equipment |
| CN115327675A (en) * | 2022-10-13 | 2022-11-11 | 安徽省大气探测技术保障中心 | Method, system, equipment and storage medium for monitoring running state of meteorological equipment |
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