Fire-fighting strength dispatching method, fire rescue system and social rescue system

Abstract

The invention discloses a fire power dispatching method, a fire rescue system and a social rescue system, and the method comprises the steps: receiving alarm information of each channel, carrying out the semantic analysis of the alarm information, and obtaining key data in the alarm information; based on the key data, the alarm type, the alarm level and the positioning jurisdiction are judged, and rescue force is selected according to a preset dispatching strategy; wherein the rescue strength comprises fire rescue strength and social rescue strength; alarm data received by the social rescue system is different from that received by the fire rescue system, and in order to avoid leakage of the alarm information, the alarm information needs to be synchronized to the social rescue system after being subjected to data screening and sensitive data encryption; and receiving field data fed back by the social rescue system and the fire rescue system, and adjusting a police scheme according to actual conditions. By coordinating the fire rescue system and the social rescue system, efficient and safe information screening and intelligent dispatching are realized, and dispatching efficiency and information safety of fire and social rescue strength are improved.

Description

Technical Field

[0001] The present application relates to the field of safety control technology, and more specifically, to a firefighting force dispatching method, a firefighting rescue system, and a social rescue system. Background Art

[0002] In modern society, the frequent occurrence of fire alarms and emergency rescue incidents requires the fire protection system to have efficient response capabilities. The traditional fire emergency system mainly relies on professional fire brigades, but with the increasing size and complexity of cities, a single professional fire brigade has been unable to fully cover and quickly respond to various emergency incidents. Therefore, social rescue forces, including volunteer teams and community fire stations, as an important supplement to professional fire brigades, have gradually become a key component of the emergency management system.

[0003] However, when dispatching social rescue forces, the security and privacy protection of information transmission becomes a major challenge. A large amount of sensitive information is involved in the firefighting system, including personal identity information, alarm information, and on-site conditions. If this information is leaked during transmission, it will bring serious security risks and legal risks. Therefore, developing a method and system that can efficiently screen and transmit non-sensitive information is of great significance to improving the efficiency of dispatching firefighting social rescue forces and information security. Summary of the invention

[0004] In order to solve the above technical problems, this application provides a fire force dispatching method, a fire rescue system and a social rescue system, which realizes efficient and safe information screening and intelligent dispatching by coordinating the fire rescue system and the social rescue system, and significantly improves the dispatching efficiency and information security of fire and social rescue forces. Specifically, the technical solution of this application is as follows:

[0005] In a first aspect, the present application discloses a method for dispatching firefighting forces, which is executed by a firefighting rescue system and comprises the following steps:

[0006] Receive alarm information from various channels, perform semantic analysis on the alarm information and obtain key data therein;

[0007] Based on the key data, the type of alarm, the alarm level and the location of the jurisdiction are determined, and rescue forces are selected according to the preset dispatch strategy; wherein the rescue forces include fire rescue forces and social rescue forces;

[0008] Collect relevant data, and synchronize the alarm information with the social rescue system after data screening and sensitive data encryption;

[0009] Receive on-site data feedback from the social rescue system and fire rescue system, and adjust the police response plan according to the actual situation.

[0010] In some embodiments, the selecting of rescue forces according to a preset dispatching strategy comprises the following steps:

[0011] Find the rescue forces in the positioning area and the dynamic combat capability of each rescue force;

[0012] Based on the dynamic combat capability and location of each of the rescue forces, select the fire rescue force and / or social rescue force with the highest dispatch priority under the alarm type to issue an alarm instruction;

[0013] Determine the specific location of the police situation and generate a police route based on real-time traffic information and geographical obstacles.

[0014] In some embodiments, the step of selecting rescue forces according to a preset deployment strategy further includes the following steps:

[0015] Identify common alarm types by analyzing historical alarm and dispatch data;

[0016] According to the rescue needs under common alarm types, the alarm plan is pre-set; when the alarm information of the common alarm type is received, the preset alarm plan is executed.

[0017] In some embodiments, the collection of relevant data, after data screening and sensitive data encryption, and synchronization of alarm information with the social rescue system, includes the following steps:

[0018] Collect relevant data, including police situation information and handling points;

[0019] Preprocessing the collected relevant data, screening and deleting duplicate data, and converting the relevant data into a target format;

[0020] Identify sensitive data in the relevant data through a semantic analysis model; desensitize the sensitive data and perform data encryption;

[0021] The encrypted data is packaged according to the preset format, a data packet is generated and sent to the social rescue system.

[0022] In some embodiments, the receiving of on-site data fed back by the social rescue system and the fire rescue system, and adjusting the police dispatch plan according to the actual situation, includes the following steps:

[0023] Receiving first on-site data collected by the fire rescue force, and receiving second on-site data collected by the social rescue force through the social rescue system;

[0024] Performing semantic analysis on the first on-site data and the second on-site data;

[0025] Based on the analysis results, it is determined whether additional rescue forces are needed at the scene of the incident, and further command and dispatch are carried out based on the analysis results.

[0026] In a second aspect, the present application also discloses a fire rescue system, comprising:

[0027] An alarm receiving module is used to receive alarm information from various channels, perform semantic analysis on the alarm information and obtain key data therein;

[0028] An intelligent dispatching module, used to determine the type of alarm, the alarm level and the location of the jurisdiction based on the key data, and select rescue forces according to a preset dispatching strategy; wherein the rescue forces include fire rescue forces and social rescue forces;

[0029] The data collection module is used to collect relevant data and synchronize the alarm information with the social rescue system after data screening and sensitive data encryption;

[0030] The feedback adjustment module is used to receive on-site data fed back by the social rescue system and the fire rescue system, and adjust the police response plan according to the actual situation.

[0031] In some embodiments, the intelligent dispatch module includes:

[0032] A combat force search submodule is used to search for rescue forces in the positioning area and the dynamic combat force of each rescue force;

[0033] The command issuing submodule is used to select the target rescue force with the highest priority for dispatching under the alarm type to issue an alarm command based on the dynamic combat capability and location of each rescue force;

[0034] The route navigation submodule is used to determine the specific location of the alarm and generate the alarm route based on real-time traffic information and geographical obstacles;

[0035] The historical analysis submodule is used to identify common alarm types by analyzing historical alarm and dispatch data;

[0036] The scheme preset submodule is used to pre-set the alarm scheme according to the rescue needs under common alarm types; when the alarm information of the common alarm type is received, the preset alarm scheme is executed.

[0037] In some embodiments, the data collection module comprises:

[0038] A collection submodule is used to collect relevant data, including alarm information and handling points;

[0039] A preprocessing submodule, used to preprocess the collected relevant data, screen and delete duplicate data, and convert the relevant data into a target format;

[0040] A sensitive identification submodule, used to identify sensitive data in the relevant data through a semantic analysis model;

[0041] The encryption submodule is used to desensitize sensitive data and encrypt data;

[0042] The synchronization submodule packages the encrypted data according to the preset format, generates a data packet and sends it to the social rescue system.

[0043] In a third aspect, the present application further discloses a social rescue system, which is communicatively connected to the fire rescue system described in any one of the above embodiments; comprising:

[0044] A communication module, used for receiving data packets sent by the fire rescue system;

[0045] A decryption module, used to decrypt the data packet using a preset key;

[0046] A dispatching module, used for dispatching social rescue personnel and social rescue equipment based on the decrypted relevant data;

[0047] The communication module is also used to collect and send on-site data to the fire rescue system.

[0048] In some implementations, the communication module receives or sends data via a message queue.

[0049] Compared with the prior art, the present invention has at least one of the following beneficial effects:

[0050] 1. This application provides a method for dispatching firefighting forces. Through intelligent dispatching strategies, rapid response of social rescue forces can be achieved. The coordinated combat capability of social rescue forces and firefighting rescue forces can be improved. The solution in this application intelligently dispatches the most appropriate rescue forces according to different alarm types, alarm levels, and geographical locations, thereby improving response speed and rescue effects.

[0051] 2. In this application, in the process of intelligent dispatch, not only the type of alarm, the alarm level and the location jurisdiction are considered, but also the dynamic combat power of each rescue force. Rescue forces in different states have different priorities and applicability in dispatch decisions. For vehicles that have completed their mission but have not yet returned to their base, the system will consider their location and status, and may be reassigned to respond to new alarm events as quickly as possible and improve rescue efficiency.

[0052] 3. The fire rescue system provided by this application improves data processing efficiency and accuracy through efficient data screening when synchronizing relevant data with the social rescue system. Data verification ensures the legality and rationality of the data. Sensitive information is cleared and non-sensitive information after screening is encrypted to ensure the security of information during transmission. The processed information is sent to the social rescue force to ensure the security of information transmission; this application optimizes the dispatch and data screening process to ensure that the social rescue force can be quickly assembled and efficiently handled in an emergency.

[0053] 4. The social rescue system provided by this application receives on-site data fed back by the social rescue system and the fire rescue system to ensure that the command center can grasp the on-site dynamics in real time and adjust the police dispatch plan according to the actual situation. This can avoid the waste of rescue resources or the occurrence of insufficient rescue forces. BRIEF DESCRIPTION OF THE DRAWINGS

[0054] The preferred implementation scheme will be described below in a clear and understandable manner with reference to the accompanying drawings to further illustrate the above-mentioned characteristics, technical features, advantages and implementation methods of the present application.

[0055] Figure 1 A flowchart of an embodiment of a method for dispatching firefighting forces according to the present application;

[0056] Figure 2 A flowchart of another embodiment of a method for dispatching firefighting forces according to the present application;

[0057] Figure 3 A flowchart of another embodiment of a method for dispatching firefighting forces according to the present application;

[0058] Figure 4 A structural block diagram of an embodiment of a fire rescue system of the present application;

[0059] Figure 5 A structural block diagram of another embodiment of a fire rescue system of the present application;

[0060] Figure 6 This is a structural block diagram of another embodiment of a fire rescue system of the present application. DETAILED DESCRIPTION

[0061] In the following description, specific details such as specific system structures, technologies, etc. are provided for the purpose of illustration rather than limitation, so as to provide a thorough understanding of the embodiments of the present application. However, it should be clear to those skilled in the art that the present application may also be implemented in other embodiments without these specific details. In other cases, detailed descriptions of well-known systems, devices, circuits, and methods are omitted to prevent unnecessary details from obstructing the description of the present application.

[0062] It should be understood that when used in this specification and the appended claims, the term "comprising" indicates the presence of the described features, integers, steps, operations, elements and / or components, but does not exclude the presence or addition of one or more other features, integers, steps, operations, elements, components and / or collections.

[0063] In order to simplify the drawings, only the parts related to the invention are schematically shown in each figure, and they do not represent the actual structure of the product. In addition, in order to simplify the drawings and facilitate understanding, in some figures, only one of the parts with the same structure or function is schematically drawn or marked. In this article, "one" not only means "only one", but also means "more than one".

[0064] It should be further understood that the term “and / or” used in the specification and appended claims refers to any combination and all possible combinations of one or more of the associated listed items, and includes these combinations.

[0065] In this document, it should be noted that, unless otherwise clearly specified and limited, the terms "installed", "connected", and "connected" should be understood in a broad sense, for example, it can be a fixed connection, a detachable connection, or an integral connection; it can be a mechanical connection or an electrical connection; it can be a direct connection or an indirect connection through an intermediate medium, or it can be the internal communication of two components. For ordinary technicians in this field, the specific meanings of the above terms in this application can be understood according to specific circumstances.

[0066] In a specific implementation, the terminal device described in the embodiments of the present application includes, but is not limited to, other portable devices such as mobile phones, laptop computers, tutoring machines, or tablet computers with touch-sensitive surfaces (e.g., touch screen displays and / or touch pads). It should also be understood that in some embodiments, the terminal device is not a portable communication device, but a desktop computer with a touch-sensitive surface (e.g., touch screen displays and / or touch pads).

[0067] In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the specific implementation methods of the present application will be described below with reference to the accompanying drawings. Obviously, the drawings described below are only some embodiments of the present application. For ordinary technicians in this field, other drawings and other implementation methods can be obtained based on these drawings without creative work.

[0068] In modern society, the frequent occurrence of fire alarms and emergency rescue incidents requires the fire protection system to have efficient response capabilities. The traditional fire emergency system mainly relies on professional fire brigades, but with the increasing size and complexity of cities, a single professional fire brigade has been unable to fully cover and quickly respond to various emergency incidents. Therefore, social rescue forces, including volunteer teams and community fire stations, as an important supplement to professional fire brigades, have gradually become a key component of the emergency management system.

[0069] However, when dispatching social rescue forces, the security and privacy protection of information transmission becomes a major challenge. A large amount of sensitive information is involved in the firefighting system, including personal identity information, alarm information, and on-site conditions. If this information is leaked during transmission, it will bring serious security risks and legal risks. Therefore, developing a method and system that can efficiently screen and transmit non-sensitive information is of great significance to improving the efficiency of dispatching firefighting social rescue forces and information security.

[0070] The purpose of the present invention is to provide a data screening method and system for intelligent dispatch of firefighting social rescue forces, which can realize rapid response and safe information transmission of social rescue forces through efficient data screening mechanism and intelligent dispatch strategy. The present invention has the following beneficial effects: through efficient data screening method, sensitive information is cleared, and only non-sensitive information is sent to social rescue forces to ensure the security of information transmission; according to the fire alarm level, geographical location and availability of social rescue forces, the most appropriate emergency forces are intelligently dispatched to improve response speed and rescue effect; by optimizing the dispatch and data screening process, the organization and coordinated combat capabilities of social rescue forces are improved to ensure rapid assembly and efficient disposal in emergency situations.

[0071] Reference Manual Attached Figure 1 An embodiment of a firefighting force dispatching method provided by the present application includes the following steps:

[0072] S100, receiving alarm information from various channels, performing semantic analysis on the alarm information and acquiring key data therein.

[0073] Specifically, the alarm information is sent by the caller and has not been processed in any way, and contains all the original alarm data. When the fire alarm information enters the detachment's alarm handling system through various channels such as phone calls, text messages, and the Internet, the system first performs preliminary processing on the alarm information and extracts key data. Key data includes alarm time, location, event type, etc.

[0074] S200, judging the alarm type, alarm level and location jurisdiction based on the key data, and selecting rescue forces according to a preset dispatching strategy; wherein the rescue forces include fire rescue forces and social rescue forces.

[0075] Specifically, after the brigade's police response system receives the alarm information, it immediately activates the intelligent dispatch module. The system first determines the type of alarm based on the alarm information, including five categories: fire fighting, emergency rescue, official duty, social assistance, and other dispatches.

[0076] The alarm level is determined based on the description of the alarm information provided by the caller, including: Level 1 alarm, Level 2 alarm, Level 3 alarm, Level 4 alarm, and all levels of alarm. The alarm level is determined by the degree of danger. As the level increases, the degree of danger increases or decreases.

[0077] Based on the crime scene provided by the caller, the location of the crime scene and the jurisdiction where it is located are found; the available combat forces in the jurisdiction are found, as well as the combat force status. Based on the location of the crime scene, dynamic combat forces and other information are comprehensively considered for intelligent deployment to select the most appropriate emergency force.

[0078] Rescue forces include fire rescue systems and social rescue systems. The fire rescue system is a professional fire brigade, and the social rescue system includes non-professional rescue forces such as volunteer teams and community fire stations. These social rescue forces can respond quickly under certain circumstances and provide initial rescue and support before the arrival of professional fire brigades. The system monitors the status and location of social rescue forces in real time, intelligently dispatches these resources for initial emergency response, and buys more time for professional fire brigades.

[0079] S300 collects relevant data, and after data screening and sensitive data encryption, synchronizes the alarm information with the social rescue system.

[0080] Specifically, the system will collect different types of messages according to the type and level of the alarm. The collected message types include: alarm information, alarm information, burning object information, dispatch of national teams, surrounding information, key points for social rescue forces, and key points for assisting evacuation.

[0081] In this application, the key points of handling refer to the key measures and steps that need to be taken when responding to unexpected events or emergencies. These key points are usually determined based on the nature, scale and urgency of the incident, and are intended to minimize losses, protect personnel safety and prevent further deterioration of the situation. For example, in the event of a liquefied gas leak, the key points of handling include immediately closing the cylinder angle valve, opening doors and windows for ventilation, evacuating personnel and reporting to the liquefied gas station for repairs. In mine flood accidents, the key points of handling include activating emergency plans, evacuating underground personnel, notifying relevant units and reporting the accident.

[0082] S400 receives on-site data fed back by the social rescue system and the fire rescue system, and adjusts the police response plan according to the actual situation.

[0083] Specifically, during the process of emergency forces performing tasks, on-site personnel will provide real-time feedback on task progress and on-site conditions through the social rescue force system, and the feedback information will be synchronized back to the detachment's police receiving and handling system through the message queue to ensure that the command center has real-time knowledge of the on-site dynamics and conducts further command and dispatch based on actual conditions.

[0084] Another embodiment of the fire fighting force dispatching method of the present application is based on an embodiment of the above method, step S200 is shown, refer to the attached specification Figure 2 , including the following sub-steps:

[0085] S210, searching for rescue forces in the positioning area and the dynamic combat capability of the rescue forces.

[0086] Specifically, during the dispatch process, the real-time status of each rescue force is dynamically evaluated, including the departure, rescue, and return status of rescue personnel and rescue vehicles and the corresponding statistical quantities.

[0087] S220, based on the dynamic combat capability and location of each of the rescue forces, select the fire rescue force and / or social rescue force with the highest dispatch priority under the alarm type to issue an alarm instruction.

[0088] Specifically, rescue forces in different states have different priorities and applicability in the dispatch decision. Vehicles that have completed their mission but have not yet returned to their bases will also be included in the dispatch scope, and the system will consider their location and status to respond to new alarm events as quickly as possible. These vehicles may be reassigned tasks based on their current location and status to reduce response time and improve rescue efficiency.

[0089] Certain types of vehicles will not be flexibly deployed during the return journey. The reason is that these vehicles are mainly used to provide materials and facilities to the disaster site, and are usually empty when returning, making them unsuitable for redeployment to perform new tasks. These types of vehicles include: water tankers (firefighting operations), foam trucks, dry powder and carbon dioxide trucks, chemical rescue trucks, logistics water supply trucks, liquid supply trucks, gas supply trucks, etc.

[0090] In some embodiments of the present application, it is possible to choose to dispatch fire rescue forces and social rescue forces at the same time. Or in some rescue scenarios, it is possible to choose to dispatch fire rescue forces or social rescue forces separately.

[0091] Preferably, in some other embodiments, the step S220 selects the fire rescue force and / or social rescue force with the highest priority for dispatching under the alarm type to issue an alarm instruction.

[0092] S221, based on the dynamic combat capability of each rescue force, determine whether the police force in the current jurisdiction is sufficient. If so, locate the responsible social force according to the location. If not, search for available social forces nearby in the whole city.

[0093] S222, judging whether the force has the ability to handle the situation based on the type of situation. If so, the force is selected for dispatch. If not, the appropriate undispatched force is searched nearby based on the incident address, or the system automatically dispatches the force.

[0094] The specific alarm priority can be adjusted according to the actual situation. It can also be judged subjectively by humans.

[0095] S230, determine the specific location of the alarm situation, and generate an alarm route based on factors such as real-time traffic information and geographical obstacles.

[0096] Specifically, before the rescue force is dispatched, the geographic information system (GIS) is used to determine the specific location of the incident, and combined with real-time traffic information and geographical obstacles and other factors, the dispatch route is optimized to ensure that the rescue force can arrive at the scene quickly and safely. The application of GIS technology makes dispatch decisions more accurate and effectively avoids delays caused by traffic congestion or geographical obstacles.

[0097] Preferably, in some other implementations of this embodiment, the step S200 further includes: S240, identifying common alarm types by analyzing historical alarm and dispatch data. Presetting alarm plans according to rescue needs under common alarm types. When receiving alarm information of the common alarm types, executing the preset alarm plans.

[0098] Specifically, by analyzing historical alarm and dispatch data, common alarm patterns and rescue needs can be identified, thereby optimizing dispatch strategies. In certain high-frequency alarm areas, the system will deploy and warn in advance to ensure that these areas can receive a quick response. Historical data analysis can also help the system identify the optimal configuration of rescue forces, avoid waste of resources, and improve overall rescue efficiency.

[0099] Another embodiment of the fire fighting force dispatching method of the present application is based on the above-mentioned embodiment of the method, step S300 is shown, refer to the attached specification Figure 3 , including the following steps:

[0100] S310, collecting relevant data, wherein the relevant data includes alarm information and handling points.

[0101] Among them, the relevant police information includes the following subcategories:

[0102] The alarm information specifically includes: the original alarm video, the original alarm audio, the original alarm text, related videos, related pictures, and the key data extracted therefrom include: the name of the person who called the police, contact number, and the location of the alarm.

[0103] Police information includes: the crime scene address, police location, police level, police type, crime scene building type, floor information, whether there are flammable materials, etc.

[0104] Police dispatch information includes: name of rescue force, contact person, contact number, relevant units at the scene of the incident, contact person of relevant units, etc.

[0105] The key points of handling include: precautions for handling various police situations.

[0106] S320, pre-processing the collected relevant data, screening and deleting duplicate data, and converting the relevant data into a target format.

[0107] Specifically, after the alarm information is received and the intelligent dispatch is executed, the system preprocesses the acquired raw alarm data. Data preprocessing is an important link to ensure that the subsequent steps can proceed smoothly, mainly including data cleaning, data standardization, data conversion and data verification. Data cleaning removes noise and invalid data in the alarm information, deletes duplicate records and erroneous data entries, and ensures the integrity and accuracy of the data. Data standardization converts the alarm information into a unified format for subsequent processing and analysis. Data conversion performs necessary format conversion and unit conversion on key fields in the alarm information to improve data processing efficiency and accuracy. Data verification ensures the legality and rationality of the data, promptly detects and corrects errors in the data, and ensures the reliability of the data.

[0108] S330, identifying sensitive data in the relevant data through a semantic analysis model, wherein the sensitive data includes personal privacy information of the person reporting the incident, confidential locations, unit names, and possible number of casualties, etc.

[0109] After generating the dispatch order, the system further processes the alarm information and activates the semantic analysis module to identify and process sensitive information. First, the system uses the role tagging algorithm to identify key people and locations in the alarm information, including the name of the person who called the police, contact information, and the specific address where the incident occurred. Then, the system uses the part-of-speech tagging algorithm to conduct a detailed analysis of the text to identify potential sensitive words and phrases.

[0110] To ensure the accuracy and comprehensiveness of the data, the system combines contextual information for comprehensive judgment to avoid missing any sensitive information. Through advanced natural language processing technology, the system can efficiently extract and mark all sensitive content from complex alarm information. This process not only improves the accuracy of information processing, but also lays a solid foundation for subsequent desensitization processing.

[0111] S340, desensitize the sensitive data and encrypt the data.

[0112] Specifically, after identifying sensitive information, the system will desensitize and encrypt the data to ensure the security and privacy of the transmitted information. First, the system desensitizes the identified sensitive information, with the goal of removing or replacing sensitive information so that it cannot be identified or traced. Specific methods include information shielding, replacing sensitive information with special characters or general descriptions. The name and contact number of the person who reported the incident will be replaced with "***" or "anonymous".

[0113] After the desensitization process is completed, the system encrypts the non-sensitive information after screening to ensure the security of the information during transmission. The encryption process includes selecting a suitable encryption algorithm, generating a key for data encryption, and using the generated encryption key to encrypt the desensitized data and convert the data into ciphertext. The encrypted data is packaged and ready to be sent to the social rescue force system.

[0114] S350, packaging the encrypted data according to a preset format, generating a data package and synchronizing it with the social rescue system.

[0115] Specifically, the system packages the encrypted data in a certain format to ensure that the data remains complete and consistent during transmission. The packaged data includes alarm information, alarm information, burning object information, dispatch of national teams, and key points for social rescue forces. The packaged data is sent to the social rescue force system through the message queue to ensure the efficiency and reliability of the data during transmission.

[0116] Another embodiment of the firefighting force dispatching method of the present application is based on the above embodiment of the method, and the step S400 specifically includes the following sub-steps:

[0117] Receive on-site data feedback from the social rescue system and fire rescue system, and adjust the police response plan according to the actual situation.

[0118] S410, the fire rescue system receives the first on-site data collected by the fire rescue force, and receives the second on-site data collected by the social rescue force through the social rescue system to obtain the progress of the task and the on-site situation, etc. In the description of this application, the terms "first", "second", etc. are only used to distinguish the description, and cannot be understood as indicating or implying relative importance.

[0119] S420: Perform semantic analysis on the first on-site data and the second on-site data.

[0120] S430, judging whether additional rescue forces are needed at the scene of the emergency based on the analysis results, and conducting further command and dispatch according to the analysis results.

[0121] Specifically, for example, on-site personnel can judge whether the scene needs support based on the smoke situation, burning area, rescue progress, casualty data, etc. fed back by the social rescue system and the fire rescue system. If so, additional rescue forces will be dispatched to avoid wasting rescue resources or insufficient rescue forces.

[0122] In another embodiment of the method of the present application, based on any of the above embodiments, after receiving the data packet, the social rescue system uses a preset key to decrypt the data packet. After decryption, the social rescue system dispatches rescue personnel and rescue equipment.

[0123] Specifically, after receiving the desensitized and encrypted alarm information, the social rescue force system will receive the data through the message queue and decrypt it using the pre-shared key. The decryption process ensures that only the authorized social rescue force system can read and process the alarm information. The decrypted alarm information will be automatically parsed by the system to extract key alarm data and instructions. Based on this information, the system dispatches rescue personnel and equipment to the scene and performs corresponding rescue operations.

[0124] In another embodiment of the method of the present application, based on any of the above embodiments, step S310: collect relevant data. Specifically, the content of the collected relevant data is determined by the alarm type and the alarm level. The relevant data collected under different alarm types are different. In this embodiment, examples are given for the relevant data collected under five major types of alarms, namely, fire fighting, emergency rescue, official duty, social assistance, and other dispatches.

[0125] 1. Fire fighting alarms include the following categories:

[0126] (1) For flammable and explosive chemicals, all levels of alerts are collected, and the relevant data are as follows:

[0127] Alarm information: name of the person who reported the incident, contact number, alarm location, related videos, and related pictures.

[0128] Police information: crime scene address, police location, relevant key unit information, police level, police type, smoke conditions, floor information, burning area, and burning materials.

[0129] Dispatched national team: responsible squadron, contact person, contact number, dispatched squadron, contact person, contact number.

[0130] Key points for handling by social rescue forces: key points for handling and disposal, and precautions.

[0131] (2) Construction yard category, all levels of alarms, collect relevant data as follows:

[0132] Alarm information: name of the person who reported the incident, contact number, alarm location, related videos, and related pictures.

[0133] Police information: crime scene address, police location, relevant key unit information, police level, police type, smoke conditions, and floor information.

[0134] Information on the burning object: unit name, contact person, address, and nature of the unit.

[0135] Dispatched national team: responsible squadron, contact person, contact number.

[0136] Key points for handling by social rescue forces: key points and precautions for handling.

[0137] (3) In crowded places, all levels of alarm are collected, and relevant data are as follows:

[0138] Alarm information: name of the person who reported the incident, contact number, and location of the incident.

[0139] Police information: crime scene address, police location, relevant key unit information, police level, police type, and smoke conditions.

[0140] Information on the burning object: unit name, contact person, address, and nature of the unit.

[0141] Dispatched national team: responsible squadron, contact person, contact number.

[0142] Key points for assisting evacuation: Key points and precautions for assisting evacuation.

[0143] (4) Underground buildings and tunnels, all levels of alarm, collect relevant data as follows:

[0144] Alarm information: name of the person who reported the incident, contact number, alarm location, related videos, and related pictures.

[0145] Police information: crime scene address, police location, relevant key unit information, police level, police type, and smoke conditions.

[0146] Surrounding information: information about surrounding key units and important places.

[0147] Dispatched national team: responsible squadron, contact person, contact number.

[0148] Key points for handling by social rescue forces: key points and precautions for handling.

[0149] (5) For fires in ancient buildings, warehouses of combustible materials, yards of combustible materials, places where dust is produced or stored, and other fires, all levels of alarms are collected, and relevant data are collected as follows:

[0150] Alarm information: name and contact number of the person reporting the incident.

[0151] Police information: crime scene address, police location, police level, and police type.

[0152] Dispatched national team: responsible squadron, contact person, contact number.

[0153] Key points for handling by social rescue forces: key points and precautions for handling.

[0154] (6) For live equipment and others, all levels of alarms, collect relevant data as follows:

[0155] Alarm information: name and contact number of the person reporting the incident.

[0156] Police information: crime scene address, police location, police level, and police type.

[0157] Dispatched national team: responsible squadron, contact person, contact number.

[0158] Key points for handling by social rescue forces: key points and precautions for handling.

[0159] II. Major emergency and rescue situations

[0160] (1) Dangerous chemical leakage accidents, all levels of alarm, collect relevant data as follows:

[0161] Alarm information: name of the person who reported the incident, contact number, alarm location, related videos, and related pictures.

[0162] Police information: crime scene address, police location, relevant key unit information, police level, police type, and hazardous chemicals information.

[0163] Dispatched national team: responsible squadron, contact person, contact number, dispatched squadron, contact person, contact number.

[0164] Key points for handling by social rescue forces: key points and precautions for handling.

[0165] (2) Traffic accidents, first-level police situation, collect relevant data as follows:

[0166] Alarm information: name and contact number of the person reporting the incident.

[0167] Police information: crime scene address, police location, police level, and police type.

[0168] Dispatched national team: responsible squadron, contact person, contact number.

[0169] Key points for handling by social rescue forces: key points and precautions for handling.

[0170] (3) Traffic accidents, second, third, and fourth level alarms, collect relevant data as follows:

[0171] Alarm information: name of the person who reported the incident, contact number, alarm location, related videos, and related pictures.

[0172] Police information: crime scene address, police location, relevant key unit information, police level, and police type.

[0173] Dispatched national team: responsible squadron, contact person, contact number, dispatched squadron, contact person, contact number.

[0174] Key points for handling by social rescue forces: key points and precautions for handling.

[0175] (4) Building collapse accidents, natural disasters, public emergencies, mass distress incidents, other emergency rescue incidents, and all levels of emergency situations. The relevant data are collected as follows:

[0176] Alarm information: name of the person reporting the incident, contact number, relevant videos, and relevant pictures.

[0177] Police information: crime scene address, police location, relevant key unit information, police level, and police type.

[0178] Dispatched national team: responsible squadron, contact person, contact number.

[0179] Key points for handling by social rescue forces: key points and precautions for handling.

[0180] 3. Major police incidents related to official duties.

[0181] (1) Security activities, large-scale cultural and sports events, large-scale exhibitions, other official duties, and all levels of police situations. The relevant data are collected as follows:

[0182] Alarm information: address, location, alarm level, alarm type.

[0183] Dispatched national team: responsible squadron, contact person, contact number.

[0184] Key points for handling by social rescue forces: key points and precautions for handling.

[0185] 4. Major police incidents related to social assistance.

[0186] (1) Taking keys from residents’ homes, removing beehives, shutting off water and gas valves, boiler accidents, other social assistance, all levels of police situations, collect relevant data as follows:

[0187] Alarm information: name and contact number of the person reporting the incident.

[0188] Police information: crime scene address, police location, police level, and police type.

[0189] Dispatched national team: responsible squadron, contact person, contact number.

[0190] Key points for handling by social rescue forces: key points and precautions for handling.

[0191] 5. Other major police situations.

[0192] (1) Other dispatches, all levels of alarm, collect relevant data as follows:

[0193] Alarm information: name and contact number of the person reporting the incident.

[0194] Police information: crime scene address, police location, police level, and police type.

[0195] Dispatched national team: responsible squadron, contact person, contact number.

[0196] Key points for handling by social rescue forces: key points and precautions for handling.

[0197] Based on the same technical concept, the present application also discloses a fire rescue system, which can be used to implement any of the above-mentioned fire force dispatching methods. Specifically, an embodiment of a fire rescue system of the present application is shown in the attached specification. Figure 4 ,include:

[0198] The alarm receiving module 10 is used to receive alarm information from various channels, perform semantic analysis on the alarm information and obtain key data therein.

[0199] The intelligent dispatch module 20 is used to determine the type of alarm, the alarm level and the location of the jurisdiction based on the key data, and select rescue forces according to the preset dispatch strategy. The rescue forces include fire rescue forces and social rescue forces.

[0200] The data collection module 30 is used to collect relevant data, and after data screening and sensitive data encryption, synchronize the alarm information with the social rescue system.

[0201] The feedback adjustment module 40 is used to receive on-site data fed back by the social rescue system and the fire rescue system, and adjust the alarm plan according to the actual situation.

[0202] Another embodiment of a fire rescue system provided by the present application is based on the above system embodiment, with reference to the attached specification. Figure 5 The intelligent dispatching module 20 specifically includes the following submodules:

[0203] The combat force search submodule 21 is used to search for the rescue forces in the positioning area and the dynamic combat force of each rescue force.

[0204] The instruction issuing submodule 22 is used to select the target rescue force with the highest priority for dispatching under the alarm type and issue an alarm instruction based on the dynamic combat capability and location of each rescue force.

[0205] The route navigation submodule 23 is used to determine the specific location of the alarm situation and generate an alarm route in combination with real-time traffic information and geographical obstacles.

[0206] Preferably, in another implementation of this embodiment, the intelligent dispatching module 20 further includes the following submodules:

[0207] The historical analysis submodule 24 is used to identify common alarm types by analyzing historical alarm and dispatch data.

[0208] The scheme presetting submodule 25 is used to pre-set the alarm scheme according to the rescue requirements under the common alarm types. When the alarm information of the common alarm types is received, the preset alarm scheme is executed.

[0209] Another embodiment of a fire rescue system provided by the present application is based on the above system embodiment, with reference to the attached specification. Figure 6 , the data collection module 30 comprises:

[0210] The collection submodule 31 is used to collect relevant data, which includes alarm information and handling points.

[0211] The preprocessing submodule 32 is used to preprocess the collected relevant data, screen and delete duplicate data, and convert the relevant data into a target format.

[0212] The sensitive identification submodule 33 is used to identify sensitive data in the relevant data through a semantic analysis model.

[0213] The encryption submodule 34 is used to desensitize sensitive data and encrypt the data.

[0214] The synchronization submodule 35 packages the encrypted data according to a preset format, generates a data packet and sends it to the social rescue system.

[0215] Another embodiment of a fire rescue system provided by the present application, based on the above system embodiment, the feedback adjustment module is specifically used to: receive on-site data fed back by a social rescue system and a fire rescue system, perform semantic analysis on the on-site data, determine whether additional rescue forces are needed at the scene of the emergency based on the analysis results, and perform further command and dispatch based on the analysis results.

[0216] The present application also discloses a social rescue system, which is communicatively connected to the fire rescue system described in any one of the above embodiments. It includes:

[0217] The communication module is used to receive data packets sent by the fire rescue system.

[0218] The decryption module is used to decrypt the data packet using a preset key.

[0219] The dispatching module is used to dispatch social rescue personnel and social rescue equipment based on the decrypted relevant data.

[0220] The communication module is also used to collect and send on-site data to the fire rescue system.

[0221] In some implementations, the communication module receives or sends data via a message queue.

[0222] Specifically, the message queue system allows asynchronous communication between different applications in a distributed system. The message queue's message sending and receiving process usually includes: the producer sends the message to the switch, the switch routes the message to the specified queue according to the routing key, the consumer listens to the queue and receives the message, and after processing, sends a confirmation signal to inform the message queue that the message has been successfully processed, thereby ensuring reliable message delivery and asynchronous processing.

[0223] The firefighting force dispatching method, firefighting rescue system and social rescue system of the present application have the same technical concept, and the technical details of the embodiments of the two are applicable to each other. In order to reduce repetition, they will not be repeated here.

[0224] Those skilled in the art can clearly understand that, for the convenience and simplicity of description, only the division of the above-mentioned program modules is used as an example for illustration. In actual applications, the above-mentioned functions can be assigned to different program modules as needed, that is, the internal structure of the device can be divided into different program units or modules to complete all or part of the functions described above. The program modules in the embodiment can be integrated into a processing unit, or each unit can exist physically separately, or two or more units can be integrated into a processing unit, and the above-mentioned integrated unit can be implemented in the form of hardware or in the form of software program units. In addition, the specific names of the program modules are only for the convenience of distinguishing each other, and are not used to limit the scope of protection of this application.

[0225] In the above embodiments, the description of each embodiment has its own emphasis. For parts that are not described or recorded in detail in a certain embodiment, reference can be made to the relevant descriptions of other embodiments.

[0226] Those of ordinary skill in the art will appreciate that the units and algorithm steps of each example described in conjunction with the embodiments disclosed herein can be implemented with electronic hardware, or a combination of computer software and electronic hardware. Whether these functions are performed with hardware or software depends on the specific application and design constraints of the technical solution. Professional and technical personnel can use different methods to implement the described functions for each specific application, but such implementation should not be considered to be beyond the scope of this application.

[0227] In the embodiments provided in the present application, it should be understood that the disclosed devices and methods can be implemented in other ways. Exemplarily, the device embodiments described above are merely schematic. Exemplarily, the division of the modules or units is only a logical function division. There may be other division methods in actual implementation. Exemplarily, multiple units or components can be combined or integrated into another system, or some features can be ignored or not executed. Another point is that the mutual coupling or direct coupling or communication connection shown or discussed can be through some interfaces, and the indirect coupling or communication connection of the device or unit can be electrical, mechanical or other forms.

[0228] The units described as separate components may or may not be physically separated, and the components shown as units may or may not be physical units, and may be located in one place or distributed on multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of this embodiment.

[0229] In addition, each functional unit in each embodiment of the present application may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit. The above integrated unit may be implemented in the form of hardware or in the form of software functional units.

[0230] Although the preferred embodiments of the present application have been described, those skilled in the art may make other changes and modifications to these embodiments once they have learned the basic creative concept. Therefore, the appended claims are intended to be interpreted as including the preferred embodiments and all changes and modifications falling within the scope of the present application.

[0231] Obviously, those skilled in the art can make various changes and modifications to the present application without departing from the spirit and scope of the present application. Thus, if these modifications and variations of the present application fall within the scope of the claims of the present application and their equivalents, the present application is also intended to include these modifications and variations.

Claims

1. A method for dispatching firefighting forces, characterized in that: It is executed by the fire rescue system and includes the following steps: Receive alarm information from various channels, perform semantic analysis on the alarm information and obtain key data therein; Based on the key data, the type of alarm, the alarm level and the location of the jurisdiction are determined, and rescue forces are selected according to the preset dispatch strategy; wherein the rescue forces include fire rescue forces and social rescue forces; Collect relevant data, and synchronize the alarm information with the social rescue system after data screening and sensitive data encryption; Receive on-site data feedback from the social rescue system and fire rescue system, and adjust the police response plan according to the actual situation.

2. A firefighting force dispatching method as claimed in claim 1, characterized in that: The selection of rescue forces according to the preset dispatching strategy includes the following steps: Find the rescue forces in the positioning area and the dynamic combat capability of each rescue force; Based on the dynamic combat capability and location of each of the rescue forces, select the fire rescue force and / or social rescue force with the highest dispatch priority under the alarm type to issue an alarm instruction; Determine the specific location of the police situation and generate a police route based on real-time traffic information and geographical obstacles.

3. A firefighting force dispatching method as claimed in claim 2, characterized in that: The selection of rescue forces according to the preset dispatching strategy also includes the following steps: Identify common alarm types by analyzing historical alarm and dispatch data; According to the rescue needs under common alarm types, the alarm plan is pre-set; when the alarm information of the common alarm type is received, the preset alarm plan is executed.

4. A firefighting force dispatching method as claimed in claim 1, characterized in that: The collection of relevant data, after data screening and sensitive data encryption, is synchronized with the social rescue system for alarm information, including the following steps: Collect relevant data, including police situation information and handling points; Preprocessing the collected relevant data, screening and deleting duplicate data, and converting the relevant data into a target format; Identifying sensitive data in the relevant data through a semantic analysis model; Desensitize sensitive data and encrypt it; The encrypted data is packaged according to the preset format, a data packet is generated and sent to the social rescue system.

5. A firefighting force dispatching method as claimed in claim 1, characterized in that: The receiving of on-site data fed back by the social rescue system and the fire rescue system, and adjusting the police dispatch plan according to the actual situation, includes the following steps: Receiving first on-site data collected by the fire rescue force, and receiving second on-site data collected by the social rescue force through the social rescue system; Performing semantic analysis on the first on-site data and the second on-site data; Based on the analysis results, it is determined whether additional rescue forces are needed at the scene of the incident, and further command and dispatch are carried out based on the analysis results.

6. A fire rescue system, characterized in that: include: An alarm receiving module is used to receive alarm information from various channels, perform semantic analysis on the alarm information and obtain key data therein; An intelligent dispatching module, used to determine the type of alarm, the alarm level and the location of the jurisdiction based on the key data, and select rescue forces according to a preset dispatching strategy; wherein the rescue forces include fire rescue forces and social rescue forces; The data collection module is used to collect relevant data and synchronize the alarm information with the social rescue system after data screening and sensitive data encryption; The feedback adjustment module is used to receive on-site data fed back by the social rescue system and the fire rescue system, and adjust the police response plan according to the actual situation.

7. A fire rescue system according to claim 6, characterized in that: The intelligent dispatching module comprises: A combat force search submodule is used to search for rescue forces in the positioning area and the dynamic combat force of each rescue force; The command issuing submodule is used to select the target rescue force with the highest priority for dispatching under the alarm type to issue an alarm command based on the dynamic combat capability and location of each rescue force; The route navigation submodule is used to determine the specific location of the alarm and generate the alarm route based on real-time traffic information and geographical obstacles; The historical analysis submodule is used to identify common alarm types by analyzing historical alarm and dispatch data; The scheme preset submodule is used to pre-set the alarm scheme according to the rescue needs under common alarm types; when the alarm information of the common alarm type is received, the preset alarm scheme is executed.

8. A fire rescue system as claimed in claim 6, characterized in that: The data collection module comprises: A collection submodule is used to collect relevant data, including alarm information and handling points; A preprocessing submodule, used to preprocess the collected relevant data, screen and delete duplicate data, and convert the relevant data into a target format; A sensitive identification submodule, used to identify sensitive data in the relevant data through a semantic analysis model; The encryption submodule is used to desensitize sensitive data and encrypt data; The synchronization submodule packages the encrypted data according to the preset format, generates a data packet and sends it to the social rescue system.

9. A social rescue system, characterized in that: Communicating with the fire rescue system according to any one of claims 6 to 8; comprising: A communication module, used for receiving data packets sent by the fire rescue system; A decryption module, used to decrypt the data packet using a preset key; A dispatching module, used for dispatching social rescue personnel and social rescue equipment based on the decrypted relevant data; The communication module is also used to collect and send on-site data to the fire rescue system.

10. A social assistance system as claimed in claim 9, characterized in that: The communication module receives or sends data through a message queue.

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