CN112150335A - Intelligent fire-fighting data visual monitoring system and monitoring method thereof - Google Patents

Intelligent fire-fighting data visual monitoring system and monitoring method thereof Download PDF

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CN112150335A
CN112150335A CN202011078183.0A CN202011078183A CN112150335A CN 112150335 A CN112150335 A CN 112150335A CN 202011078183 A CN202011078183 A CN 202011078183A CN 112150335 A CN112150335 A CN 112150335A
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张立
邹高明
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Jiangxi Intelligent Industry Technology Innovation Research Institute
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    • G08B21/18Status alarms
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B21/00Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
    • G08B21/18Status alarms
    • G08B21/24Reminder alarms, e.g. anti-loss alarms
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B25/00Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems
    • G08B25/01Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium
    • G08B25/10Alarm systems in which the location of the alarm condition is signalled to a central station, e.g. fire or police telegraphic systems characterised by the transmission medium using wireless transmission systems

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Abstract

The invention provides an intelligent fire-fighting data visual monitoring system and a monitoring method thereof, relating to the technical field of fire-fighting safety, wherein the system comprises: a data analysis module; a data model comprising a device model and an interface model; wisdom screen. The method comprises the following steps: s1, analyzing and classifying the specific content of the fire fighting equipment in response to the received fire fighting equipment state message; s2, responding to the classified fire fighting equipment status messages to monitor the fire fighting equipment status messages, and triggering early warning when the status messages change or are abnormal; s3, responding to the early warning to update the state of the fire fighting equipment; and S4, displaying the message processed in the step S3. The invention realizes the real-time monitoring of the state of the fire-fighting facility through the remote multi-dimensional visual monitoring technology; the life cycle and the state information of the fire-fighting equipment are analyzed in real time by using a data model analysis technology, so that the safety diagnosis, intelligent early warning and accurate maintenance of the fire-fighting equipment are realized, and the fire-fighting guarantee cost is reduced.

Description

Intelligent fire-fighting data visual monitoring system and monitoring method thereof
Technical Field
The invention relates to the technical field of fire safety, in particular to an intelligent fire-fighting data visual monitoring system and a monitoring method thereof.
Background
The fire safety is the fundamental basis of economic development, is the first work for ensuring the stability of the society and the safety of lives and properties of people, and is an important component part for the construction of smart cities. In recent years, the fire safety investment of governments and relevant units in various cities in China is gradually increased, the construction of intelligent fire fighting obtains obvious effect, the construction of public fire fighting facilities in cities is continuously improved, and the overall capability of the cities for resisting fire is greatly improved. The intelligent fire fighting construction realizes social resource sharing, provides a new grip and a new channel for socialization of fire fighting work, and forms a new pattern of group control with scientific and technological content.
The intelligent fire-fighting monitoring system is mainly used for improving monitoring, forecasting and early warning capacity, the intelligent fire-fighting equipment is monitored in real time, the integrated management platform of the fire-fighting Internet of things is accessed, urban pavement full coverage is achieved by installing the intelligent fire-fighting equipment, low-efficiency manual inspection is omitted, and safety and effectiveness of the fire-fighting equipment in danger can be guaranteed.
For example, CN109758706A discloses a fire-fighting monitoring system, which comprises a control system, a signal acquisition system, a positioning module, an alarm system and a fire-fighting device. The fire-fighting monitoring system realizes high-efficiency and real-time monitoring of fire alarm conditions of all networked buildings in a monitoring center.
The fire-fighting remote monitoring system disclosed in CN110097728A comprises an acquisition module, a transmission module, a control module and an execution module, wherein the acquisition module is connected with the control module in a communication manner, the control module is electrically connected with the execution module, and a fire-fighting equipment configuration system is arranged in the control module. The fire fighting equipment monitoring system realizes the purposes of monitoring and controlling fire conditions in a monitoring area and generating a scientific and reasonable fire fighting equipment configuration scheme and the like.
The unified fire-fighting internet of things monitoring platform disclosed in CN210536814U includes a monitoring center, a security device, a switch and a sensing subsystem, wherein the sensing subsystem is connected to the switch through a corresponding network, and the switch is connected to the monitoring center through the security device. The fire-fighting sensing subsystems are realized, the sensing subsystems can be arranged according to different application scenes and network environments, and the global coverage is realized.
For another example, CN105869341A discloses a visual fire alarm comprehensive monitoring method, which includes a set of integrated mainstream communication protocol and a set of accident handling procedure plans. The system realizes quick positioning and effective monitoring of the alarm position, quickly generates the alarm sheet after the alarm condition is confirmed, calculates the reference deployment direction of the fire truck, realizes pushing of the reference deployment direction map, the alarm information and the field dynamic information moving end of the fire truck, informs related personnel at the first time through a reliable information informing platform, improves the response efficiency and accuracy, and prevents serious and extra-large safety production accidents.
However, the existing intelligent fire-fighting monitoring system focuses on collecting environmental information of fire-fighting accidents such as temperature and smoke concentration, and linkage scheduling processing during the occurrence of the fire-fighting accidents belongs to a wartime system, but lacks a guarantee system for fire-fighting management and facility maintenance in the normal work of the fire-fighting system, and the presentation mode of fire-fighting data information in the system is traditionally single.
Disclosure of Invention
The invention aims to solve the problems, realize safety diagnosis, intelligent early warning, accurate maintenance and the like of fire-fighting facilities, and reduce the fire-fighting guarantee cost.
In another aspect of the present invention, an intelligent fire-fighting data visual monitoring system is provided, which includes:
the data analysis module is used for analyzing and classifying the specific content of the fire fighting equipment state message;
the data model is used for responding to the processing of the data analysis module and updating and early warning the state of the fire fighting equipment; the data model comprises an equipment model and an interface model, and the equipment model comprises a fire fighting equipment state monitoring module and an early warning module;
the fire fighting equipment state monitoring module is used for receiving and monitoring the fire fighting equipment state information classified by the data analysis module, and triggering the early warning module to perform corresponding operation when the fire fighting equipment state information changes or is abnormal; the early warning module responds to the monitoring message of the fire fighting equipment state monitoring module and triggers the interface model to carry out corresponding operation;
the interface model is used for responding to the operation of the early warning module, performing interface updating operation and interface skipping operation, and sending the processed message to the intelligent screen for interface display;
and the intelligent screen is used for displaying the processed message.
Preferably, the fire fighting equipment status message includes equipment information details, a life cycle and an equipment status of the fire fighting equipment;
the device information details comprise a device name, a device number, a device address, device installation time, device update time and device close-up;
the life cycle comprises installation, online inspection, fault, maintenance, scrapping event summary and time;
the equipment states comprise a water pressure state, an inclined state, an electric quantity state, a switch state, a collision state and a water leakage state.
Preferably, the state information of the fire fighting equipment is acquired through a cloud platform, a data collector is arranged in the fire fighting equipment, the data collector sends the acquired information to the cloud platform through a wireless communication module, and the cloud platform is used for storing, cleaning and forwarding the acquired information.
Preferably, the fire fighting equipment state monitoring module further comprises a data statistics module, and the information counted by the data statistics module comprises switching times, collision times, failure times, maintenance times, accumulated working time and accumulated power consumption.
Preferably, the interface updating operation and the interface jumping operation of the interface model comprise interface element refreshing, map operation, chart refreshing, device 3D model operation and message prompting.
Preferably, the operation method of the interface model includes: processing the status information of the fire fighting equipment, converting the details of the equipment information into gis map data to form a situation map of the fire fighting equipment, and updating according to real-time data; counting the life cycle and the equipment state, converting the life cycle and the equipment state into chart data, and updating according to the real-time data; displaying the system log, the early warning information and the message prompt in a message list, and updating according to real-time data; and establishing a 3D digital model of the fire fighting equipment, and updating the real-time details of the 3D digital model according to the real-time data.
Preferably, the intelligent screen is provided with a master control platform module, an equipment management module, an equipment inspection management module and a user login module;
the master control platform module is used for monitoring the working state of the system in real time;
the equipment management module is used for monitoring the use data of the fire fighting equipment in real time;
the equipment inspection management module is used for monitoring the status information of the fire fighting equipment in real time;
the user login module is used for performing man-machine interaction.
Preferably, the device model further includes a data caching module, and the data caching module is configured to store the message content sent by the data analysis module and the data obtained by the data model.
Preferably, the wisdom screen is equipped with alarm device, and when fire-fighting equipment status message appears unusually, alarm device reports to the police and reminds.
Preferably, the intelligent screen reflects the real-time fire fighting equipment state through color change and text description.
Preferably, the data parsing module is a message controller.
In another aspect of the present invention, a monitoring method of an intelligent fire-fighting data visual monitoring system is provided, which includes the following steps:
s1, responding to the received fire fighting equipment state information, and analyzing and classifying the specific content of the fire fighting equipment state information;
s2, responding to the classified fire fighting equipment state information, monitoring the information, and triggering early warning when the fire fighting equipment state information changes or is abnormal;
s3, responding to the early warning, and updating the state of the fire fighting equipment, including interface updating operation and interface jumping operation;
and S4, displaying the message processed in the step S3.
The invention can obtain at least one of the following beneficial effects:
1. the invention realizes the real-time monitoring of the state of the fire-fighting facility through the remote multi-dimensional visual monitoring technology; the life cycle and the state information of the fire-fighting equipment are analyzed in real time by using a data model analysis technology, so that the safety diagnosis, intelligent early warning and accurate maintenance of the fire-fighting equipment are realized, and the fire-fighting guarantee cost is reduced.
2. The fire department saves the task of daily on-site supervision and management, forms the comprehensive situation map of the whole fire-fighting facilities at the same time, and assists in deciding the rationality of the layout of the urban fire-fighting facilities.
3. The fire fighting equipment can be quickly positioned when an accident happens, and the success rate of fire fighting of a fire fighting team is improved through real-time control of parameter information such as the position of the fire fighting equipment and the water pressure.
4. The fire-fighting equipment maintenance and rush repair device can timely and quickly maintain and rush repair fire-fighting equipment, and the later maintenance, routing inspection and operation and maintenance costs of products/equipment are saved.
5. The loss of lives and properties of people caused by the unavailability of fire-fighting facilities is avoided, and the public service level and the socialization level are improved.
Drawings
Fig. 1 is a functional block diagram of an intelligent fire-fighting data visual monitoring system according to a preferred embodiment of the present invention;
FIG. 2 is a functional block diagram of a smart screen according to a preferred embodiment of the present invention;
FIG. 3 is a functional component diagram of an equipment model in accordance with a preferred embodiment of the present invention;
FIG. 4 is a system diagram of an intelligent fire-fighting data visual monitoring system according to a preferred embodiment of the present invention;
fig. 5 is a control flow chart of an intelligent fire-fighting data visual monitoring system according to a preferred embodiment of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
As shown in fig. 1 to 5, a preferred embodiment of the present invention provides an intelligent fire-fighting data visual monitoring system, which includes: the system comprises a data analysis module, a data model and an intelligent screen.
The data analysis module is used for analyzing and classifying the specific content of the fire fighting equipment state message;
the data model is used for responding to the processing of the data analysis module and updating and early warning the state of the fire fighting equipment; the data model comprises an equipment model and an interface model, and the equipment model comprises a fire-fighting equipment state monitoring module and an early warning module;
the fire fighting equipment state monitoring module is used for receiving and monitoring the fire fighting equipment state information classified by the data analysis module, and triggering the early warning module to perform corresponding operation when the fire fighting equipment state information changes or is abnormal; the early warning module responds to the monitoring message of the fire fighting equipment state monitoring module and triggers the interface model to carry out corresponding operation;
the interface model is used for responding to the operation of the early warning module, performing interface updating operation and interface jumping operation, and sending the processed information to the intelligent screen for interface display;
the intelligent screen is used for displaying the processed message. The user can carry out human-computer interaction with the wisdom screen, obtains the feedback.
The preferred embodiment of the invention also provides a monitoring method of the intelligent fire-fighting data visual monitoring system, which comprises the following steps:
s1, responding to the received fire fighting equipment state information, and analyzing and classifying the specific content of the fire fighting equipment state information;
s2, responding to the classified fire fighting equipment state information, monitoring the information, and triggering early warning when the fire fighting equipment state information changes or is abnormal;
s3, responding to the early warning, and updating the state of the fire fighting equipment, including interface updating operation and interface jumping operation;
and S4, displaying the message processed in the step S3.
According to the intelligent fire-fighting data visual monitoring system and the monitoring method thereof, the visual real-time monitoring technology is adopted, and the state information of fire-fighting equipment is monitored in real time; a set of fire-fighting equipment life cycle and state information data model is established, safety diagnosis, intelligent early warning, accurate maintenance and the like of the fire-fighting equipment are realized through a comprehensive modeling analysis technology, and the fire-fighting guarantee cost is reduced. The fire department saves the task of daily on-site supervision and management, forms the comprehensive situation map of the whole fire-fighting facilities at the same time, and assists in deciding the rationality of the layout of the urban fire-fighting facilities.
As a preferred embodiment of the present invention, the fire fighting equipment status message includes equipment information details, a life cycle and an equipment status of the fire fighting equipment.
The device information details comprise a device name, a device number, a device address, device installation time, device update time and device close-up;
the life cycle comprises installation, online inspection, fault, maintenance, scrapping event summary and time;
the equipment state comprises a water pressure state, an inclined state, an electric quantity state, a switch state, a collision state and a water leakage state.
According to the intelligent fire-fighting data visual monitoring system, the state information of fire-fighting equipment is monitored in real time through a remote multi-dimensional visual real-time monitoring technology, and the state information can be displayed in real time; the fire fighting equipment can be quickly positioned when an accident happens, and the success rate of fire fighting of a fire fighting team is improved through real-time control of parameter information such as the position of the fire fighting equipment and the water pressure.
As a preferred embodiment of the present invention, the status information of the fire fighting equipment is acquired by a cloud platform, a data collector is built in the fire fighting equipment, the data collector sends the acquired information to the cloud platform through a wireless communication module, and the cloud platform is used for storing, cleaning and forwarding the acquired information.
The data acquisition unit comprises a water pressure sensor, a voltage sensor, a flow sensor, an inclination angle sensor, a prying-resistant sensor, a switch state detector, a geographic information positioning module, a vibration sensor and the like. The wireless communication module adopts a Lora wireless technology or a 4G communication technology.
As a preferred embodiment of the invention, the fire fighting equipment state monitoring module further comprises a data statistics module, and the information counted by the data statistics module comprises the switching times, the collision times, the failure times, the maintenance times, the accumulated working time and the accumulated power consumption.
The interface updating operation and the interface jumping operation of the interface model comprise interface element refreshing, map operation, chart refreshing, device 3D model operation and message prompting.
As a preferred embodiment of the present invention, an operation method of an interface model includes: processing the status information of the fire fighting equipment, converting the details of the equipment information into gis map data to form a situation map of the fire fighting equipment, and updating according to real-time data; counting the life cycle and the equipment state, converting the life cycle and the equipment state into chart data, updating the chart data according to the real-time data, and monitoring the state of the fire-fighting equipment in real time; displaying the system log, the early warning information and the message prompt in a message list, and updating according to real-time data; and establishing a 3D digital model of the fire fighting equipment, updating the real-time details of the 3D digital model according to the real-time data, and checking the real-time details of the fire fighting equipment through the 3D digital model.
The intelligent fire-fighting data visual monitoring system monitors the state information of fire-fighting equipment in real time through the visual real-time monitoring technology of remote multidimensional stereo (gis maps, charts and 3D digital models), and can display the state information of the fire-fighting equipment in real time.
As a preferred embodiment of the invention, the intelligent screen is provided with a master control platform module, an equipment management module, an equipment patrol management module and a user login module.
The master control platform module is used for monitoring the working state of the system in real time and has the following functions:
the fire fighting equipment list can be displayed, the list display is carried out through the classification tree control, the equipment state information can be monitored and displayed in real time by clicking certain equipment through the list operation, and the management data of the equipment, including the life cycle, the equipment information detail data and the historical data statistics, can be consulted;
the system is subjected to abnormal alarm prompt, a log list is displayed, and the serial number, the abnormal state, the abnormal time and the abnormal type of the fire fighting equipment can be marked;
displaying an equipment space map, displaying a fire fighting facility situation map on a Baidu map, a Gade map or a park space map, wherein the situation map comprises the GPS position, the water pressure, the electric quantity, the abnormal state and the like of the fire fighting equipment, and displaying statistical data of the fire fighting equipment, wherein the statistical data comprises the total number of the equipment, the number of online equipment, the number of offline equipment and the number of fault equipment;
displaying the accumulated running time, the accumulated monitoring equipment number, the accumulated effective early warning times and the accumulated inspection times of the system;
for each fire fighting device, device information, device status, and device exception records may be displayed, where the device exception records include historical exception records that the device did not process or need not process.
The equipment management module is used for monitoring the use data of the fire fighting equipment in real time. Firstly, displaying a device list, displaying through a classification tree control, and jumping to enter a device management information interface when a certain device is clicked; the equipment management information interface comprises the life cycle of the fire fighting equipment, historical data and data statistics of the life cycle and the historical data; the historical data comprises water pressure data, electric quantity data, online data, abnormal data and the like. The state of the fire fighting equipment is displayed in a chart form, and the state chart is displayed on the intelligent screen.
The equipment patrol inspection management module is used for monitoring the status information of the fire fighting equipment in real time. And displaying the equipment abnormal record list, the equipment life cycle, the equipment state and the equipment information details.
The user login module is used for performing man-machine interaction. The user login module adopts a form of user name plus password to carry out identity authentication, and the system can judge the type of the user, and distributes two types of users, namely a manufacturer and a client, so as to distribute different use authorities to the user. After the user logs in the system, the state information of the fire fighting equipment can be checked in real time, or the interface display information can be changed.
According to the intelligent fire-fighting data visual monitoring system, the state information of the fire-fighting equipment is fed back in real time through the intelligent screen, the fire-fighting equipment can be maintained and repaired timely and rapidly, and the later maintenance, routing inspection and operation and maintenance costs of products/equipment are saved.
As a preferred embodiment of the present invention, the device model further includes a data caching module, and the data caching module is configured to store the message content sent by the data analyzing module and the data obtained by the data model, and update the data in real time.
As the preferred embodiment of the invention, the intelligent screen is provided with the alarm device, and when the status message of the fire fighting equipment is abnormal, such as too low water pressure, insufficient electric quantity, equipment inclination and the like, the alarm device is triggered to alarm and remind. The system has an alarm function, and can find the abnormity of the fire-fighting equipment in time, thereby reducing the loss caused by the unavailability of the fire-fighting equipment.
As a preferred embodiment of the present invention, the fire fighting equipment status monitoring module includes a determining module, the determining module is configured to determine whether status information of the fire fighting equipment is within a normal value range, the determining module sets a normal threshold range of the status information, and when the status information of the fire fighting equipment exceeds the threshold, it is determined that the fire fighting equipment is abnormal.
As a preferred embodiment of the present invention, the intelligent screen reflects the real-time status of the fire fighting equipment through color changes and text descriptions. For example, when the fire fighting equipment is in normal operation, the fire fighting equipment displays green, when the fire fighting equipment is stopped, the fire fighting equipment displays yellow, when a fault occurs, the fire fighting equipment displays red, and the fire fighting equipment is respectively represented by characters of normal, stop and fault.
As a preferred embodiment of the present invention, the data parsing module is a message controller, and identifies and parses specific contents of the fire fighting equipment status information and specific contents of the user input information, and invokes an operation method encapsulated in the data model to perform a corresponding operation on the message.
Finally, it should be noted that: although the present invention has been described in detail with reference to the foregoing embodiments, it will be apparent to those skilled in the art that modifications may be made to the embodiments or portions thereof without departing from the spirit and scope of the invention.

Claims (10)

1. The utility model provides a visual monitored control system of wisdom fire control data which characterized in that includes:
the data analysis module is used for analyzing and classifying the specific content of the fire fighting equipment state message;
the data model is used for responding to the processing of the data analysis module and updating and early warning the state of the fire fighting equipment; the data model comprises an equipment model and an interface model, and the equipment model comprises a fire fighting equipment state monitoring module and an early warning module;
the fire fighting equipment state monitoring module is used for receiving and monitoring the fire fighting equipment state information classified by the data analysis module, and triggering the early warning module to perform corresponding operation when the fire fighting equipment state information changes or is abnormal; the early warning module responds to the monitoring message of the fire fighting equipment state monitoring module and triggers the interface model to carry out corresponding operation;
the interface model is used for responding to the operation of the early warning module, performing interface updating operation and interface skipping operation, and sending the processed message to the intelligent screen for interface display;
and the intelligent screen is used for displaying the processed message.
2. The intelligent fire-fighting data visual monitoring system according to claim 1, wherein the fire-fighting equipment status message includes equipment information details, life cycle and equipment status of the fire-fighting equipment;
the device information details comprise a device name, a device number, a device address, device installation time, device update time and device close-up;
the life cycle comprises installation, online inspection, fault, maintenance, scrapping event summary and time;
the equipment states comprise a water pressure state, an inclined state, an electric quantity state, a switch state, a collision state and a water leakage state.
3. The intelligent fire fighting data visual monitoring system according to claim 1, wherein the fire fighting equipment state information is acquired through a cloud platform, a data collector is arranged in the fire fighting equipment, the data collector sends the acquired information to the cloud platform through a wireless communication module, and the cloud platform is used for storing, cleaning and forwarding the acquired information.
4. The intelligent fire-fighting data visual monitoring system according to claim 1, wherein the fire-fighting equipment state monitoring module further comprises a data statistics module, and the information counted by the data statistics module comprises switching times, collision times, failure times, maintenance times, accumulated working time and accumulated power consumption.
5. The intelligent fire-fighting data visual monitoring system according to claim 1, wherein the interface updating operation and the interface jumping operation of the interface model include interface element refreshing, map operation, chart refreshing, device 3D model operation and message prompting.
6. The intelligent fire-fighting data visual monitoring system according to claim 5, wherein the operation method of the interface model comprises: processing the status information of the fire fighting equipment, converting the details of the equipment information into gis map data to form a situation map of the fire fighting equipment, and updating according to real-time data; counting the life cycle and the equipment state, converting the life cycle and the equipment state into chart data, and updating according to the real-time data; displaying the system log, the early warning information and the message prompt in a message list, and updating according to real-time data; and establishing a 3D digital model of the fire fighting equipment, and updating the real-time details of the 3D digital model according to the real-time data.
7. The intelligent fire-fighting data visual monitoring system according to claim 1, wherein the intelligent screen is provided with a master control platform module, an equipment management module, an equipment patrol management module and a user login module;
the master control platform module is used for monitoring the working state of the system in real time;
the equipment management module is used for monitoring the use data of the fire fighting equipment in real time;
the equipment inspection management module is used for monitoring the status information of the fire fighting equipment in real time;
the user login module is used for performing man-machine interaction.
8. The intelligent fire-fighting data visual monitoring system according to claim 1, wherein the equipment model further comprises a data caching module, and the data caching module is used for storing message contents sent by the data analysis module and data obtained by the data model.
9. The intelligent fire-fighting data visual monitoring system according to claim 1, wherein the intelligent screen is provided with an alarm device, and when the status message of the fire-fighting equipment is abnormal, the alarm device gives an alarm prompt;
the intelligent screen reflects the real-time state of the fire fighting equipment through color change and word description.
10. A monitoring method of an intelligent fire-fighting data visual monitoring system is characterized by comprising the following steps:
s1, responding to the received fire fighting equipment state information, and analyzing and classifying the specific content of the fire fighting equipment state information;
s2, responding to the classified fire fighting equipment state information, monitoring the information, and triggering early warning when the fire fighting equipment state information changes or is abnormal;
s3, responding to the early warning, and updating the state of the fire fighting equipment, including interface updating operation and interface jumping operation;
and S4, displaying the message processed in the step S3.
CN202011078183.0A 2020-10-10 2020-10-10 Intelligent fire-fighting data visual monitoring system and monitoring method thereof Pending CN112150335A (en)

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CN114066418A (en) * 2021-11-17 2022-02-18 北京城建设计发展集团股份有限公司 Fire control data processing system based on data center
CN114120568A (en) * 2021-10-11 2022-03-01 旋极伏羲(福州)大数据技术有限公司 Fire-fighting equipment safety monitoring management system based on Beidou grid
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CN114326468A (en) * 2021-11-25 2022-04-12 江苏安科瑞电器制造有限公司 Wisdom fire control remote monitering system based on thing networking
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