CN109542015A - The long-range monitoring and processing control system of fire - Google Patents

The long-range monitoring and processing control system of fire Download PDF

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CN109542015A
CN109542015A CN201811491133.8A CN201811491133A CN109542015A CN 109542015 A CN109542015 A CN 109542015A CN 201811491133 A CN201811491133 A CN 201811491133A CN 109542015 A CN109542015 A CN 109542015A
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data
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符骏
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    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B19/00Programme-control systems
    • G05B19/02Programme-control systems electric
    • G05B19/04Programme control other than numerical control, i.e. in sequence controllers or logic controllers
    • G05B19/042Programme control other than numerical control, i.e. in sequence controllers or logic controllers using digital processors
    • G05B19/0428Safety, monitoring
    • GPHYSICS
    • G05CONTROLLING; REGULATING
    • G05BCONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
    • G05B2219/00Program-control systems
    • G05B2219/20Pc systems
    • G05B2219/24Pc safety
    • G05B2219/24024Safety, surveillance

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  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Alarm Systems (AREA)

Abstract

The present invention relates to the long-range monitoring of fire and processing control systems, belong to fire remote control technology field;The data processing module is connect with wireless transport module and control alarm module;It is equipped with warning module in the control alarm module, is equipped with warning algorithm in the warning module;Inspection center's equipment is connect by network transmitting unit with fire-fighting overall control center, mobile APP terminal;The fire-fighting overall control center, mobile APP terminal are connect with interim processing unit;It can satisfy the data communication requirements of fire alarm.Compared to traditional wired monitoring, wireless monitor can largely reduce installation cost and maintenance cost, can store and call the mass data generated in monitoring process.

Description

Remote monitoring and processing control system for fire
Technical Field
The invention relates to a remote monitoring and processing control system for fire, belonging to the technical field of remote monitoring of fire.
Background
The fire generally causes certain loss, and at present, the fire is roughly divided into:
refers to a fire of solid matter, which is generally organic in nature and generally produces a burning ember when burned; such as fire, wood, coal, cotton, wool, hemp, paper, etc.
Liquid or meltable solid matter fire: such as kerosene, gasoline, diesel oil, crude oil, methanol, ethanol, asphalt, paraffin and the like.
Gas fire: such as coal gas, natural gas, methane, ethane, propane, hydrogen, etc.
Metal fire: such as potassium, sodium, magnesium, aluminum magnesium alloy and the like.
Live fire: the object is burnt in a charged manner.
The cooking objects in the cooking utensil, such as animal and vegetable grease, are in fire.
In recent years, the index of fire disaster gradually rises, and after a fire disaster happens on some high floors, the fire disaster rescue is delayed due to the fact that the alarm cannot be given for the first time, so that the disastrous effect is caused; in many cases, people are in a confused state of mind once a fire breaks out, and the people want to escape, so that the people are easy to have a trample event in a large-scale place.
Nowadays, social economy develops rapidly, people's standard of living is also higher and higher more and more, and when various buildings were under construction, some smog inductive head, heat energy inductive head etc. had also been installed to mandatory, but these equipment all are on-the-spot small range's operation, and when faced big conflagration, the effect was very little.
When a fire occurs, there are generally electrically related connecting wires or equipment around the fire, and since people are in a hurry and have difficulty in clearly cutting off the power of county officers, the subsequent fire continues, and the continuous electric leakage causes a larger fire.
At present, in the mobile internet market, a mobile phone APP occupies a half-wall river mountain by virtue of various advantages of low price, accuracy, interactivity, super-strong user stickiness and the like. At present, most enterprises or products related to the internet have own mobile phone APPs, and it has become a trend of the market to have own specialized mobile phone APPs.
Therefore, the fire alarm should be made from multiple directions.
Disclosure of Invention
The invention aims to provide a comprehensive, accurate and intelligent fire remote monitoring and processing control system aiming at the defects and shortcomings of the prior art.
In order to achieve the purpose, the invention adopts the technical scheme that: the system comprises a detection center device, a network transmission unit, a fire-fighting master control center, a mobile APP terminal and a temporary processing unit; the detection center equipment comprises a data acquisition module, a data processing module, a wireless transmission module, a power supply module and a control alarm module; the data acquisition module is internally provided with a wireless sensor node module; the data acquisition module is connected with the data processing module; the data processing module is connected with the wireless transmission module and the control alarm module; the control alarm module is internally provided with an early warning module, and the early warning module is internally provided with an early warning algorithm; the detection center equipment is connected with the fire-fighting master control center and the mobile APP terminal through a network transmission unit; the fire-fighting master control center and the mobile APP terminal are connected with the temporary processing unit; the temporary processing unit is internally provided with a peripheral sensor starting unit, a peripheral alarm unit, a nearby fire protection system notification unit, a national power grid connection unit and an emergency center notification unit; a neighbor early warning telephone unit and an automatic alarm unit are arranged in the mobile APP terminal; and the automatic alarm unit is connected with the fire-fighting master control center.
Preferably, the wireless sensor node module comprises installation equipment related to fire detection, such as a smoke sensor, a heat sensor, an air carbon dioxide sensor and the like.
Preferably, the data acquisition module is internally provided with a data neutralization analysis module, and the data analysis module is matched with the early warning module.
Preferably, the network transmission unit is provided with a GPRS unit, a wireless network (4G) module and the Internet; GPRS unit, wireless network (4G) module, internet and fire control master control center, removal APP terminal mutually support.
Preferably, the national grid connection unit is provided with a main power supply forced cut-off unit and an emergency lighting system forced activation unit, and is provided with a certain range of alarms.
Preferably, an automatic call-back confirmation unit is arranged in the first-aid center notification unit, and the first-aid center can call a telephone or a mobile phone number reserved in a place of affairs to confirm and make corresponding first-aid measures.
Preferably, the neighbor early warning telephone unit is used for a reserved telephone notice near a place of affair or a WeChat video and QQ video connection line, and people nearby are notified at the first time to check, so that rescue and self rescue are facilitated.
The power supply module is a key module of the wireless sensor node, and the quality of power supply processing directly influences whether the whole system works and is used normally. Considering that the wireless sensor node may need to be placed outdoors, the power module adopts two power supply modes of solar power supply and storage battery power supply. Under the condition of solar power supply, only 12V direct current voltage needs to be provided by the solar panel, and the solar photovoltaic power supply is quite convenient to use. The wireless sensor node is internally provided with a 3.7V storage battery, and the storage battery can automatically supply power to the wireless sensor node under the condition that no solar energy is supplied. When the wireless sensor node is connected to an external power supply, if the electric quantity of the storage battery is insufficient, the storage battery can automatically enter a charging state, and if the electric quantity of the storage battery is full, the charging can be stopped, so that the overshoot phenomenon of the storage battery can be prevented.
The required voltage of each module in the wireless sensor node module is different, the working voltage of the wireless transmission module is 3.2V-4.8V, and the voltage value is set to be 4V according to the overall requirement of the system. The data acquisition module needs to provide 5V voltage, the theoretical voltage of the data processing module is 1.6V-5.5V, and the voltage value of the data processing module is set to be 5V from the simple reliability of the system, so that the data processing module can be ensured to work stably, and the voltage can be directly provided for the data acquisition module.
The data acquisition module consists of various sensors, amplifiers and other related circuits.
The invention utilizes the multi-direction data acquisition technology, feeds back information to the fire-fighting master control center through budget and data conversion, and the fire-fighting master control center takes corresponding processing measures according to the information; in the aspect of data acquisition, fuse the data synthesis of multiple equipment sensor, the accuracy of data has been improved, through stable and using extensive network transmission data down, interim emergency treatment targets in place, whether the main control center of fire control chooses to play that corresponding control unit according to data analysis back, if peripheral early warning, nearby fire control, national grid or first aid center etc. remove the APP terminal also can selective start shower early warning and first aid center simultaneously, help alleviating the situation of conflagration, reduce the coverage of conflagration, reduce the loss.
By adopting the structure, the fire remote monitoring and processing control system has the beneficial effects that the fire remote monitoring and processing control system can meet the data communication requirement of fire alarms, compared with the traditional wired monitoring, the wireless monitoring can greatly reduce the installation cost and the maintenance cost, mass data generated in the monitoring process can be stored and called, compared with the traditional hardware server, the fire remote monitoring and processing control system has the advantages of convenience and rapidness in construction, simplicity and high efficiency in management, safety and reliability in data storage and the like, the development, operation and maintenance difficulty of the server is well reduced, the operation cost is reduced, the fire monitoring mode is enriched by using the mobile phone APP, the fire situation can be more conveniently known by supervisors in real time, a 3 sigma criterion algorithm is introduced as a data acquisition algorithm, and a (α, tau) dual-threshold monitoring algorithm is introduced as an early warning algorithm, so that the anti-jamming capability of the system can be well improved, and the reliability of the system is.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to these drawings without creative efforts.
FIG. 1 is a block diagram of the present invention;
FIG. 2 is a block diagram of the power module configuration of the present invention;
FIG. 3 shows a 12V-4V step-down circuit of the power module of the present invention
FIG. 4 is a 4V-5V boost circuit of the power module of the present invention
FIG. 5 is a battery charging circuit of the power module of the present invention
Description of reference numerals:
the system comprises a detection center device 1, a network transmission unit 2, a fire-fighting general control center 3, a mobile APP terminal 4 and a temporary processing unit 5; the detection center equipment 1 comprises a data acquisition module 11, a data processing module 12, a wireless transmission module 13, a power supply module 14, a control alarm module 15, a wireless sensor node module 111, an early warning module 151, a peripheral sensor starting unit 51, a peripheral alarm unit 52, a nearby fire protection system notification unit 53, a national power grid connection unit 54, an emergency center notification unit 55, a neighbor early warning telephone unit 41 and an automatic alarm unit 42.
Detailed Description
The invention will be further described with reference to the accompanying drawings.
Referring to fig. 1 to 5, the present embodiment includes a detection center device 1, a network transmission unit 2, a fire-fighting total control center 3, a mobile APP terminal 4, and a temporary processing unit 5; the detection center equipment 1 comprises a data acquisition module 11, a data processing module 12, a wireless transmission module 13, a power supply module 14 and a control alarm module 15; the data acquisition module 11 is provided with a wireless sensor node module 111; the data acquisition module 11 is connected with the data processing module 12; the data processing module 12 is connected with the wireless transmission module and the control alarm module 15; an early warning module 151 is arranged in the control alarm module 15, and an early warning algorithm is arranged in the early warning module 151; the detection center equipment is connected with a fire-fighting general control center 3 and a mobile APP terminal 4 through a network transmission unit 2; the fire-fighting master control center 3 and the mobile APP terminal 4 are connected with the temporary processing unit 5; the temporary processing unit 5 is provided with a peripheral sensor starting unit 51, a peripheral alarm unit 52, a nearby fire protection system notification unit 53, a national grid connection unit 54 and an emergency center notification unit 55; a neighbor early warning telephone unit 41 and an automatic alarm unit 42 are arranged in the mobile APP terminal 4; the automatic alarm unit 42 is connected with the fire-fighting general control center 3.
The wireless sensor node module 111 includes installation equipment related to fire detection, such as a smoke sensor, a heat sensor, an air carbon dioxide sensor, and the like. The data acquisition module 11 is provided with a data neutralization analysis module, and the data analysis module is matched with the early warning module 151; the data acquisition module 11 is composed of various sensors, amplifiers and other related circuits.
The network transmission unit 2 is internally provided with a GPRS unit, a wireless network (4G) module and the Internet 23; GPRS unit, wireless network (4G) module, internet and fire control master control center 3, remove APP terminal 4 and mutually support.
In addition, the national grid connection unit 54 is provided with a main power supply unit for forced disconnection and an emergency lighting system unit for forced activation, and is provided with a certain range of alarms. The first-aid center notification unit 55 is provided with an automatic dial-back confirmation unit, and the first-aid center can dial a telephone or a mobile phone number reserved in a place of affairs to confirm and make corresponding first-aid measures. The neighbor early warning telephone unit 41 is used for a reserved telephone notice near a place of affairs or a WeChat video and QQ video connection line, and informs people nearby to check at the first time, so that rescue and self rescue are facilitated.
In this embodiment, the power module 14 is a key module of the wireless sensor node, and the power processing directly affects whether the whole system works and uses normally. The power module 14 adopts two power modes, i.e., solar power and storage battery power, in consideration of the possibility that the wireless sensor node needs to be placed outdoors. Under the condition of solar power supply, only 12V direct current voltage needs to be provided by the solar panel, and the solar photovoltaic power supply is quite convenient to use. The wireless sensor node is internally provided with a 3.7V storage battery, and the storage battery can automatically supply power to the wireless sensor node under the condition that no solar energy is supplied. When the wireless sensor node is connected to an external power supply, if the electric quantity of the storage battery is insufficient, the storage battery can automatically enter a charging state, and if the electric quantity of the storage battery is full, the charging can be stopped, so that the overshoot phenomenon of the storage battery can be prevented.
The required voltage of each module in the wireless sensor node module 111 of this embodiment is different, the working voltage of the wireless transmission module is between 3.2V and 4.8V, and the voltage value is set to be 4V according to the overall system requirement. The data acquisition module needs to provide 5V voltage, the theoretical voltage of the data processing module is 1.6V-5.5V, and the voltage value of the data processing module is set to be 5V from the simple reliability of the system, so that the data processing module can be ensured to work stably, and the voltage can be directly provided for the data acquisition module.
The early warning algorithm of the embodiment adopts a lightweight distributed (α, tau) dual-threshold monitoring algorithm with probability guarantee]The main idea is that for a given monitoring threshold α and probability threshold τ, if the monitored data is greater than the monitoring threshold α at time t, while the probability is greater than the probability threshold τ, the system will issue an alarm, so in the (α, τ) monitoring algorithm, the key component is to calculate a tight upper bound on the probability that the monitored data is greater than the threshold.
For convenience of explanation, the value monitored at time t is referred to as s (t), and the upper and lower bounds of the monitored value are sup and inf, respectively. the expected value monitored at time t is μ (t).
Theory 1 if x is [0,1]]And its desired value E x]Mu, then forThe following formula holds
E[exh]≤ehμ+1-μ
It proves that the order f (x) exhTwo of itThe derivative of the order is f' (x) ═ h2ehx. It can be seen that for any non-zero h, f' (x) > 0, so f (x) is at [0,1 [, ]]Within the range of β ∈ [0,1]]At a time there is
f(βx1+(1-β)x2)≤βf(x1)+(1-β)f(x2)
Since x is [0,1], it is known that
ehx=f(x)=f((1-x)×0+x×1)≤(1-x)e0+xeh
To sum up to get
E[ehx]≤E[(1-x)+xeh]=ehμ+1-μ
Theorem 1 makes E [ s (t) ] ═ mu (t), if mu (t) < α, then there are
Wherein
Prove that design is α, orderIt can be seen that x (t) e [0,1]At the same time have
Let γ be α/sup, let γ < 1. from the Markov inequality, for any h ∈ (0, ∞) one can get
Pr[x(t)≥γ]=Pr[ex(t)h≥eγh]≤e-γhE[ex(t)h]
From introduction 1 can be obtained
From the above two equations, it can be known that any h ∈ (0, ∞), and the following equation holds
To obtain Pr [ s (t) ≥ α]A tight upper bound, requiring the removal of the optimum value h*So that
This is true. Order toThen
When y' (h)*) Obtained when the value is 0
Due to the fact thatThus, it is possible to provideTherefore, it is not only easy to useh*And the Markov inequality condition is satisfied when the value is more than 0. From the above, it can be seen that when h > h*Y (h) is a monotonically increasing function; when h is less than h*And y (h) is a monotone decreasing function. Thus, when h is h*When y (h) takes a minimum value, then it can be obtained
Order to
Wherein x1,x2E (0,1) can be obtained
According to the above two formulas, there areDue to the fact thatThen λ > 0 is present so that α ═ μ (t) + sup λ holds, and soIn view of the above, it is desirable to provide,therefore, inference 1 is drawn according to theorem 1.
Inference 1 when μ (t) < α, at the same timeWhen, i.e. Pr [ s (t) ≧ α]τ is not greater, then the system does not send an alarm.
Theorem 2 let E [ s (t) ] - μ (t), if μ (t) > α, then
Wherein,
proof theorem 2 is similar to proof theorem 1, and some processes are not repeated, namely, αAlso have
Let γ be α/sup, let γ < 1. from the Markov inequality, for any h ∈ (-infinity, 0), we can get
Pr[x(t)≤γ]=Pr[ex(t)h≥eλh]≤e-λhE[ex(t)h]
According to introduction 1Therefore, for any h ∈ (— ∞,0), the following equation holds
Likewise, h*Need to take the optimum value toTaking the minimum value. Order to
Then when y' (h)*) When equal to 0, can obtain
Due to the fact thatThus, it is possible to provideSo h*< 0 satisfies the Markov inequality condition. When h is more than h*Y (h) is a monotonically increasing function; when h is less than h*And y (h) is a monotone decreasing function. Thus, when h is h*When y (h) takes a minimum value, then it can be obtained
Due to the fact thatThen λ > 0 is present so that α ═ μ (t) -sup λ holds, therefore,to sum up, obtainTherefore, inference 2 is drawn according to theorem 2.
Inference 2 when μ (t) > α, at the same timeWhen, i.e. Pr [ s (t) > α]τ, the system will send an alarm.
In addition to the two cases of inference 1 and inference 2, there are three other main cases, the first is μ (t) < α,i.e. Pr [ s (t) ≥ α]The second is μ (t) > α,i.e. Pr [ s (t) > α]< tau, neither of which cases can discriminate Pr [ s (t) ≧ α]The third is the situation that mu (t) is α, which can cause the estimation method of the tail probability boundary to be invalid and cannot be distinguished specifically, so that the system still adopts a negative strategy under the situation and does not give an alarm.
The specific implementation mode utilizes a multi-azimuth data acquisition technology, information is fed back to the fire-fighting general control center through budget and data conversion, and the fire-fighting general control center takes corresponding processing measures according to the information; in the aspect of data acquisition, fuse the data synthesis of multiple equipment sensor, the accuracy of data has been improved, through stable and using extensive network transmission data down, interim emergency treatment targets in place, whether the main control center of fire control chooses to play that corresponding control unit according to data analysis back, if peripheral early warning, nearby fire control, national grid or first aid center etc. remove the APP terminal also can selective start shower early warning and first aid center simultaneously, help alleviating the situation of conflagration, reduce the coverage of conflagration, reduce the loss.
By adopting the structure, the fire remote monitoring and processing control system has the beneficial effects that the fire remote monitoring and processing control system can meet the data communication requirement of fire alarms, compared with the traditional wired monitoring, the wireless monitoring can greatly reduce the installation cost and the maintenance cost, mass data generated in the monitoring process can be stored and called, compared with the traditional hardware server, the fire remote monitoring and processing control system has the advantages of convenience and rapidness in construction, simplicity and high efficiency in management, safety and reliability in data storage and the like, the development, operation and maintenance difficulty of the server is well reduced, the operation cost is reduced, the fire monitoring mode is enriched by using the mobile phone APP, the fire situation can be more conveniently known by supervisors in real time, a 3 sigma criterion algorithm is introduced as a data acquisition algorithm, and a (α, tau) dual-threshold monitoring algorithm is introduced as an early warning algorithm, so that the anti-jamming capability of the system can be well improved, and the reliability of the system is.
The above description is only for the purpose of illustrating the technical solutions of the present invention and not for the purpose of limiting the same, and other modifications or equivalent substitutions made by those skilled in the art to the technical solutions of the present invention should be covered within the scope of the claims of the present invention without departing from the spirit and scope of the technical solutions of the present invention.

Claims (9)

1. Remote monitoring and processing control system of conflagration which characterized in that: the system comprises a detection center device, a network transmission unit, a fire-fighting master control center, a mobile APP terminal and a temporary processing unit; the detection center equipment comprises a data acquisition module, a data processing module, a wireless transmission module, a power supply module and a control alarm module; the data acquisition module is internally provided with a wireless sensor node module; the data acquisition module is connected with the data processing module; the data processing module is connected with the wireless transmission module and the control alarm module; the control alarm module is internally provided with an early warning module, and the early warning module is internally provided with an early warning algorithm; the detection center equipment is connected with the fire-fighting master control center and the mobile APP terminal through a network transmission unit; the fire-fighting master control center and the mobile APP terminal are connected with the temporary processing unit; the temporary processing unit is internally provided with a peripheral sensor starting unit, a peripheral alarm unit, a nearby fire protection system notification unit, a national power grid connection unit and an emergency center notification unit; a neighbor early warning telephone unit and an automatic alarm unit are arranged in the mobile APP terminal; and the automatic alarm unit is connected with the fire-fighting master control center.
2. A fire remote monitoring and process control system according to claim 1, wherein: the wireless sensor node module comprises installation equipment related to fire detection, such as a smoke sensor, a heat sensor and an air carbon dioxide sensor.
3. A fire remote monitoring and process control system according to claim 1, wherein: the data acquisition module is internally provided with a data neutralization analysis module, and the data analysis module is matched with the early warning module.
4. A fire remote monitoring and process control system according to claim 1, wherein: the network transmission unit is internally provided with a GPRS unit, a wireless network module and the Internet; GPRS unit, wireless network module, internet and fire control master control center, removal APP terminal mutually support.
5. A fire remote monitoring and process control system according to claim 1, wherein: the national power grid connection unit is provided with a main power supply forced cut-off unit and an emergency lighting system forced start-up unit, and is provided with an alarm in a certain range.
6. A fire remote monitoring and process control system according to claim 1, wherein: the emergency center notification unit is provided with an automatic dial-back confirmation unit, and the emergency center can dial a telephone or a mobile phone number reserved in a place of affairs to confirm and make corresponding emergency measures.
7. A fire remote monitoring and process control system according to claim 1, wherein: the neighbor early warning telephone unit is used for notifying a reserved telephone near a place of affairs or connecting a WeChat video and a QQ video, and notifying people nearby to check at the first time.
8. A fire remote monitoring and process control system according to claim 1, wherein: the power module adopts two power supply modes of solar power supply and storage battery power supply; under the condition of solar power supply, only 12V direct current voltage needs to be provided by the solar panel, and the solar photovoltaic power supply is quite convenient to use. The wireless sensor node is internally provided with a 3.7V storage battery, and the storage battery can automatically supply power to the wireless sensor node under the condition that no solar energy is supplied. When the wireless sensor node is connected to an external power supply, if the electric quantity of the storage battery is insufficient, the storage battery can automatically enter a charging state, and if the electric quantity of the storage battery is full, the charging can be stopped, so that the overshoot phenomenon of the storage battery can be prevented;
the required voltage of each module in the wireless sensor node modules is different, the working voltage of the wireless transmission module is 3.2V-4.8V, and the voltage value is set to be 4V according to the overall requirement of the system; the data acquisition module needs to provide 5V voltage, the theoretical voltage of the data processing module is 1.6V-5.5V, and the voltage value of the data processing module is set to be 5V from the simple reliability of the system, so that the data processing module can be ensured to work stably, and the voltage can be directly provided for the data acquisition module.
9. A fire remote monitoring and process control system according to claim 1, wherein: the information is fed back to a fire-fighting master control center by utilizing a multi-azimuth data acquisition technology through budget and data conversion, and the fire-fighting master control center takes corresponding processing measures according to the information; in the aspect of data acquisition, fuse the data synthesis of multiple equipment sensor, the accuracy of data has been improved, through stable and using extensive network transmission data down, interim emergency treatment targets in place, whether the main control center of fire control chooses to play that corresponding control unit according to data analysis back, if peripheral early warning, nearby fire control, national grid or first aid center etc. remove the APP terminal also can selective start shower early warning and first aid center simultaneously, help alleviating the situation of conflagration, reduce the coverage of conflagration, reduce the loss.
CN201811491133.8A 2018-12-07 2018-12-07 The long-range monitoring and processing control system of fire Pending CN109542015A (en)

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Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101742712A (en) * 2009-12-08 2010-06-16 苏州比锝电子技术有限公司 PH value sensor node for wireless sensor network
CN105913600A (en) * 2016-05-17 2016-08-31 安徽泰然信息技术工程有限公司 High-rise intelligent fire alarm system
CN107274623A (en) * 2017-08-01 2017-10-20 中消云(北京)物联网科技研究院有限公司 A kind of Internet of Things fire-fighting family cloud detection system
CN107578599A (en) * 2017-10-23 2018-01-12 天津云拓网络科技有限公司 A kind of intelligent wireless cigarette sense fire alarm monitoring system
CN108171916A (en) * 2018-01-12 2018-06-15 佛山杰致信息科技有限公司 A kind of smart home fire early-warning system

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101742712A (en) * 2009-12-08 2010-06-16 苏州比锝电子技术有限公司 PH value sensor node for wireless sensor network
CN105913600A (en) * 2016-05-17 2016-08-31 安徽泰然信息技术工程有限公司 High-rise intelligent fire alarm system
CN107274623A (en) * 2017-08-01 2017-10-20 中消云(北京)物联网科技研究院有限公司 A kind of Internet of Things fire-fighting family cloud detection system
CN107578599A (en) * 2017-10-23 2018-01-12 天津云拓网络科技有限公司 A kind of intelligent wireless cigarette sense fire alarm monitoring system
CN108171916A (en) * 2018-01-12 2018-06-15 佛山杰致信息科技有限公司 A kind of smart home fire early-warning system

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Application publication date: 20190329