Data processing method and device for fire control management

Abstract

The invention discloses a data processing method and device for fire control management. The method comprises the steps that to-be-processed demand data is acquired, and the to-be-processed demand data is data used for representing fire management demands; three-dimensional model construction processing is carried out on the to-be-processed demand data, fire-fighting scene three-dimensional model data are obtained, and the fire-fighting scene three-dimensional model data are data used for representing a fire-fighting scene three-dimensional model; matching business data corresponding to the to-be-processed demand data in a preset system database to obtain to-be-processed business data; and performing visual prompt information generation processing according to the to-be-processed business data and the fire-fighting scene three-dimensional model data to obtain visual fire-fighting prompt data. The three-dimensional model of the fire-fighting scene is constructed, the fire-fighting business demand is visually prompted in the fire-fighting three-dimensional model, and the fire-fighting management business is visually displayed in real time in the three-dimensional model, so that the effect of improving the fire-fighting management efficiency is achieved.

Description

Technical Field

[0001] The present application relates to the field of fire protection, and in particular, to a data processing method and device for fire protection management. Background Art

[0002] "Firefighting" means eliminating hidden dangers and preventing disasters (i.e. the general term for preventing and resolving man-made, natural and accidental disasters encountered by people in the process of life, work and study). Of course, the meaning of firefighting in people's early understanding is: (extinguishing) fire.

[0003] In the prior art, buildings are usually equipped with monitoring alarm devices and firefighting equipment to provide early warnings for fire accidents and to assist firefighters in handling fire accidents. The prior art lacks effective management of firefighting equipment. For example, when a fire accident occurs, it is necessary to first obtain the status information of the accident site, and then arrange firefighting measures based on the status information. When an accident occurs, the status of the accident site is usually collected and fed back manually, which makes the handling of fire accidents less efficient. For example, the management of firefighting equipment is mainly handled manually, which makes the management of firefighting equipment less efficient and accurate.

[0004] Therefore, the fire management in the prior art has the problem of low efficiency. Summary of the invention

[0005] The main purpose of this application is to provide a data processing method and device for fire management, so as to solve the technical problem of low efficiency of fire management in the prior art and achieve the technical effect of improving the efficiency of fire management.

[0006] In order to achieve the above-mentioned purpose, in a first aspect of the present application, a data processing method for fire management is proposed, which is applied to a fire management system, comprising:

[0007] Acquire demand data to be processed, wherein the demand data to be processed is data used to represent fire management demand;

[0008] Performing three-dimensional model construction processing on the demand data to be processed to obtain fire scene three-dimensional model data, wherein the fire scene three-dimensional model data is data used to represent the fire scene three-dimensional model;

[0009] Matching the business data corresponding to the demand data to be processed in a preset system database to obtain the business data to be processed;

[0010] Visual prompt information generation processing is performed based on the business data to be processed and the fire scene three-dimensional model data to obtain visual fire prompt data.

[0011] Furthermore, the three-dimensional model building process is performed on the demand data to be processed, and the fire scene three-dimensional model data obtained includes:

[0012] Performing scene feature-based extraction processing on the demand data to be processed to obtain scene feature data, wherein the scene feature data is feature data used to represent a fire scene;

[0013] Performing model building processing based on digital twins on the scene feature data to obtain scene three-dimensional model data;

[0014] Performing extraction processing based on fire-fighting features on the demand data to be processed to obtain fire-fighting feature data, wherein the fire-fighting feature data is feature data used to represent fire-fighting equipment in the scene;

[0015] The fire feature data is subjected to metadata-based mapping processing, and the fire feature data is mapped to the scene three-dimensional model data to obtain the fire scene three-dimensional model data.

[0016] Further, the visual prompt information generation process is performed according to the service data to be processed and the fire scene three-dimensional model data, and the obtained visual fire prompt data includes:

[0017] Performing identification processing on the service data to be processed based on service characteristics to obtain service characteristic data, wherein the service characteristic data is characteristic data used to represent fire management services;

[0018] Matching the business model corresponding to the business characteristic data to obtain fire management business model data;

[0019] The business data to be processed is processed by generating visual prompt information based on the business model corresponding to the fire management business model data to obtain the visual fire prompt data.

[0020] Further, visual prompt information generation processing is performed according to the service data to be processed and the fire scene three-dimensional model data to obtain visual fire prompt data, including:

[0021] Performing identification processing based on business characteristics on the business data to be processed to obtain first business characteristic data, wherein the first business characteristic data is characteristic data used to represent a fire accident business;

[0022] Matching a preset fire accident business model corresponding to the first business characteristic data to obtain fire accident emergency management model data;

[0023] Performing feature extraction processing on the business data to be processed based on the fire accident emergency management model data to obtain accident feature data, wherein the accident feature data includes accident location feature data and accident level feature data;

[0024] Fire warning data is generated according to the accident location characteristic data and the accident level characteristic data, and the fire warning data is mapped to the fire three-dimensional model to obtain the visualized fire warning data, which is the visualization data used to represent the fire accident warning.

[0025] Further, generating fire warning data according to the accident location characteristic data and the accident level characteristic data includes:

[0026] The three-dimensional model data of the fire scene is identified and processed to obtain fire resource characteristic data, wherein the fire resource characteristic data includes fire resource location characteristic data and fire resource inventory characteristic data, the fire resource location characteristic data is characteristic data used to represent the location of the fire resource in the fire scene, and the fire resource inventory characteristic data is characteristic data used to represent the inventory of the fire resource in the fire scene;

[0027] Performing route planning processing according to the accident feature data and the fire resource location feature data to generate first fire warning data, wherein the first fire warning data is data used to indicate a rescue route for the accident;

[0028] Performing route planning processing according to the accident characteristic data and the fire resource inventory characteristic data to generate second fire warning data, wherein the second fire warning data is data used to indicate a warning of accident rescue resources;

[0029] The fire warning data is obtained according to the first fire warning data and the second fire warning data.

[0030] Further, the visual prompt information generation process is performed according to the service data to be processed and the fire scene three-dimensional model data, and the obtained visual fire prompt data includes:

[0031] Performing identification processing based on business characteristics on the business data to be processed to obtain second business characteristic data, wherein the second business characteristic data is characteristic data for representing fire equipment management business;

[0032] Matching a fire equipment management business model corresponding to the second business feature to obtain fire equipment management model data;

[0033] Performing feature extraction processing on the business data to be processed based on the fire equipment management model data to obtain equipment feature data, wherein the equipment feature data includes equipment location feature data and equipment use feature data;

[0034] Fire warning data is generated according to the equipment location characteristic data and the equipment usage characteristic data, and the fire warning data is mapped to the fire three-dimensional model to obtain the visualized fire warning data, which is the visualization data used to represent the fire equipment warning.

[0035] According to a second aspect of the present application, a data processing device for fire management is proposed, which is characterized in that it is applied to a fire management system and includes:

[0036] A demand acquisition module, used to acquire demand data to be processed, wherein the demand data to be processed is data used to represent fire management demand;

[0037] A three-dimensional model building module, used to perform three-dimensional model building processing on the demand data to be processed to obtain fire scene three-dimensional model data, wherein the fire scene three-dimensional model data is data used to represent the fire scene three-dimensional model;

[0038] A business module, used to match business data corresponding to the demand data to be processed in a preset system database to obtain the business data to be processed;

[0039] The visualization module is used to generate and process visualization prompt information based on the business data to be processed and the three-dimensional model data of the fire scene to obtain visualized fire prompt data.

[0040] Furthermore, the three-dimensional model building module includes:

[0041] A scene feature extraction module, used for performing scene feature-based extraction processing on the demand data to be processed to obtain scene feature data, wherein the scene feature data is feature data used to represent a fire scene;

[0042] A fire scene model building module is used to perform model building processing based on digital twins on the scene feature data to obtain scene three-dimensional model data;

[0043] A fire feature extraction module, used for performing extraction processing based on fire features on the demand data to be processed to obtain fire feature data, wherein the fire feature data is feature data used to represent fire equipment in the scene;

[0044] A mapping module is used to perform metadata-based mapping processing on the fire feature data, map the fire feature data to the scene three-dimensional model data, and obtain the fire scene three-dimensional model data.

[0045] According to a third aspect of the present application, a computer-readable storage medium is provided, wherein the computer-readable storage medium stores computer instructions, and the computer instructions are used to enable the computer to execute the above-mentioned data processing method for fire management.

[0046] According to the fourth aspect of the present application, an electronic device is proposed, comprising: at least one processor; and a memory communicatively connected to the at least one processor; wherein the memory stores a computer program executable by the at least one processor, and the computer program is executed by the at least one processor so that the at least one processor executes the above-mentioned data processing method for fire management.

[0047] The technical solution provided by the embodiments of the present application may have the following beneficial effects:

[0048] In the present application, the demand data to be processed is obtained, wherein the demand data to be processed is data used to represent fire management requirements; the demand data to be processed is processed by three-dimensional model construction to obtain fire scene three-dimensional model data, wherein the fire scene three-dimensional model data is data used to represent the fire scene three-dimensional model; the business data corresponding to the demand data to be processed is matched in the preset system database to obtain the business data to be processed; the visual prompt information generation process is performed based on the business data to be processed and the fire scene three-dimensional model data to obtain the visual fire prompt data. By constructing a three-dimensional model of the fire scene and visually prompting the fire business requirements in the fire three-dimensional model, the effect of improving the efficiency of fire management is achieved. BRIEF DESCRIPTION OF THE DRAWINGS

[0049] The drawings constituting a part of this application are used to provide a further understanding of this application, so that other features, purposes and advantages of this application become more obvious. The schematic embodiment drawings and their descriptions of this application are used to explain this application and do not constitute an improper limitation on this application. In the drawings:

[0050] Figure 1 A flowchart of a data processing method for fire management provided in this application;

[0051] Figure 2 A flowchart of a data processing method for fire management provided in this application;

[0052] Figure 3 A schematic diagram of a data processing device for fire management provided in this application;

[0053] Figure 4 A schematic diagram of another data processing device for fire management provided in this application. DETAILED DESCRIPTION

[0054] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only part of the embodiments of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by ordinary technicians in this field without creative work should fall within the scope of protection of the present application.

[0055] It should be noted that the terms "first", "second", etc. in the specification and claims of the present application and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequential order. It should be understood that the data used in this way can be interchanged where appropriate, so that the embodiments of the present application described here. In addition, the terms "including" and "having" and any of their variations are intended to cover non-exclusive inclusions, for example, a process, method, system, product or device comprising a series of steps or units is not necessarily limited to those steps or units clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.

[0056] In the present application, the terms "upper", "lower", "left", "right", "front", "back", "top", "bottom", "inner", "outer", "middle", "vertical", "horizontal", "lateral", "longitudinal" and the like indicate positions or positional relationships based on the positions or positional relationships shown in the drawings. These terms are mainly used to better describe the present application and its embodiments, and are not used to limit the indicated devices, elements or components to have a specific orientation, or to be constructed and operated in a specific orientation.

[0057] In addition, some of the above terms may be used to express other meanings in addition to indicating orientation or positional relationship. For example, the term "on" may also be used to express a certain dependency or connection relationship in some cases. For those of ordinary skill in the art, the specific meanings of these terms in this application can be understood according to specific circumstances.

[0058] In addition, the terms "installed", "set", "provided with", "connected", "connected", and "socketed" should be understood in a broad sense. For example, "connection" can be a fixed connection, a detachable connection, or an integral structure; 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 an internal connection between two devices, elements, or components. For those of ordinary skill in the art, the specific meanings of the above terms in this application can be understood according to specific circumstances.

[0059] In some optional embodiments of the present application, a data processing method for fire management is provided, which is applied to a fire management system. Figure 1 A flowchart of a data processing method for fire management provided in this application, such as Figure 1 As shown, the method comprises the following steps:

[0060] S101: Obtaining demand data to be processed;

[0061] The demand data to be processed is data used to represent fire management demand.

[0062] S102: Performing three-dimensional model construction processing on the required data to be processed to obtain three-dimensional model data of the fire scene;

[0063] The fire scene three-dimensional model data is data used to represent the fire scene three-dimensional model. The fire scene includes buildings and fire equipment settings in the buildings. Data on the layout of the park, buildings and the interior of the buildings are obtained. The scene three-dimensional model data is constructed based on the above-mentioned building-related data. The fire equipment setting data of the building is obtained, such as fire system diagrams, spatial locations of equipment and facilities, names and other fire feature data. The fire equipment settings are mapped to the above-mentioned scene three-dimensional model based on the fire feature data to realize the visualization of the scene and its fire settings.

[0064] In some optional embodiments of the present application, a data processing method for fire management is provided, the method comprising:

[0065] The demand data to be processed is subjected to scene feature extraction processing to obtain scene feature data, wherein the scene feature data is feature data for representing a fire scene; the scene feature data is subjected to model building processing based on digital twins to obtain scene three-dimensional model data; the demand data to be processed is subjected to fire feature extraction processing to obtain fire feature data, wherein the fire feature data is feature data for representing fire equipment in the scene; the fire feature data is subjected to metadata mapping processing to map the fire feature data to the scene three-dimensional model data to obtain fire scene three-dimensional model data.

[0066] S103: Matching the business data corresponding to the demand data to be processed in the preset system database to obtain the business data to be processed;

[0067] In the embodiment of the present application, the fire management system obtains the relevant data of the fire equipment based on the Internet of Things to realize the analysis and management of the fire data, and the fire data collected by the fire management system is stored in the preset system database. Different management needs correspond to different data. For example, for the emergency management needs of fire, it is necessary to obtain the fire-related fire data, the detected fire location, fire type, fire emergency equipment, fire emergency treatment rules and historical data, etc.; for the management needs of fire equipment, the update and maintenance of fire equipment, etc., it is necessary to obtain the data of fire equipment, such as the type of fire equipment, working life and other related data; for the management needs of inspection tasks, the fire management system analyzes the operation data of the acquired areas and equipment to determine the areas to be inspected, the equipment to be inspected, the types of inspection tasks, etc.

[0068] S104: Perform visual prompt information generation processing based on the business data to be processed and the fire scene three-dimensional model data to obtain visual fire prompt data.

[0069] In some optional embodiments of the present application, a data processing method for fire management is provided. Figure 2 A flowchart of a data processing method for fire management provided in this application, such as Figure 2 As shown, the method comprises the following steps:

[0070] S201: performing identification processing on the service data to be processed based on service characteristics to obtain service characteristic data;

[0071] The business characteristic data is characteristic data used to represent the fire management business;

[0072] S202: Matching the business model corresponding to the business feature data to obtain fire management business model data;

[0073] Business models corresponding to different business types are stored in the preset system database. The business data to be processed is analyzed and processed according to the corresponding business models, and the analysis results are output and visual prompt data is generated.

[0074] S203: Perform visual prompt information generation processing on the business data to be processed based on the business model corresponding to the fire management business model data to obtain visual fire prompt data.

[0075] In some optional embodiments of the present application, a data processing method for fire management is provided, the method comprising:

[0076] The business data to be processed is processed based on business characteristics to obtain first business characteristic data, wherein the first business characteristic data is characteristic data for representing fire accident business; a fire accident business model preset corresponding to the first business characteristic data is matched to obtain fire accident emergency management model data; feature extraction processing is performed on the business data to be processed based on the fire accident emergency management model data to obtain accident characteristic data, wherein the accident characteristic data includes accident location characteristic data and accident level characteristic data, and the accident characteristic data includes characteristic data representing the accident location, accident time, accident source, accident form and accident level; fire warning data is generated according to the accident location characteristic data and the accident level characteristic data, and the fire warning data is mapped to the fire three-dimensional model to obtain a visual fire Prompt data, visual fire prompt data is visual data used to represent fire accident prompts, matching the model position corresponding to the accident position feature data in the three-dimensional model data of the fire scene to obtain the model mapping position, performing prompt generation processing on the model mapping position to obtain visual prompt data, including: identifying the accident feature data to obtain accident type feature data, such as fire alarm, dangerous gas monitoring alarm, liquid level monitoring alarm, pressure monitoring alarm and other accident types, matching the visual prompt form data according to the accident type feature data to obtain process visualization data, such as the accident type feature data is the fire alarm type, matching the prompt form corresponding to the fire alarm type; generating visualization result data at the model mapping position according to the above process visualization prompt form data and the above accident level feature data. By performing data analysis on the data of the fire accident management business and visually displaying it in the three-dimensional model of the fire scene according to the analysis results, the real-time and realistic display of the fire accident management business in the three-dimensional model of the fire scene can be realized.

[0077] In an optional embodiment of the present application, a data processing method for fire management is provided, the method comprising: performing feature extraction processing on the business data to be processed based on the fire accident emergency management model data to obtain accident feature data; matching the historical accident data corresponding to the accident feature data in the preset system database, including: identifying the accident location feature data in the accident feature data, and matching the historical accident data corresponding to the accident location feature data; identifying the accident source data in the accident feature data, and matching the historical accident data corresponding to the accident source data; performing time feature extraction processing on the historical accident data to obtain time feature data and frequency feature data, wherein the time feature data is feature data used to indicate the time of occurrence of the accident, such as time-related feature data such as alarm duration and alarm time period, and the frequency feature data is feature data used to indicate the frequency of occurrence of the accident; performing analysis processing on the time feature data and the frequency feature data based on the preset analysis model to obtain accident analysis result data, wherein the accident analysis result data is data used to indicate the cause of the abnormal accident, and the above-mentioned accident analysis result data is obtained and output by performing cause location processing based on the time feature on the historical data related to the accident, so as to assist the user in locating the cause of the abnormal accident alarm and improve the efficiency of fire management.

[0078] In some optional embodiments of the present application, a data processing method for fire management is provided, the method comprising:

[0079] The three-dimensional model data of the fire scene is identified and processed to obtain fire resource characteristic data, wherein the fire resource characteristic data includes fire resource location characteristic data and the fire resource inventory characteristic data, the fire resource location characteristic data is characteristic data used to represent the location of fire resources in the fire scene, and the fire resource inventory characteristic data is characteristic data used to represent the inventory of fire resources in the fire scene; route planning is performed based on the accident characteristic data and the fire resource location characteristic data to generate first fire warning data, wherein the first fire warning data is data used to indicate a warning accident rescue route; route planning is performed based on the accident characteristic data and the fire resource inventory characteristic data to generate second fire warning data, wherein the second fire warning data is data used to indicate a warning accident rescue resource; the fire warning data is obtained based on the first fire warning data and the second fire warning data.

[0080] In an optional embodiment of the present application, according to the accident location and the location of the fire equipment, when carrying out emergency response to the accident, location prompt data is generated; by predicting the accident feature data based on the resource prediction model, the required fire resources are obtained, and resource prompt data is generated according to the predicted fire resource data and the existing fire resources in the scene. For example, the fire management system detects a fire alarm signal, calls the video acquisition module at the corresponding position according to the fire location corresponding to the fire alarm signal, and generates fire alarm prompt information, including prompt information such as the alarm location, alarm level and alarm equipment; matches the corresponding disposal model according to the above fire alarm prompt information, including disposal route planning, disposal personnel demand prediction, disposal equipment prediction, etc., and visualizes the planned disposal route in the fire three-dimensional model, and visualizes the fire equipment pre-set in the building scene in the fire three-dimensional model, such as fire hydrants, fire extinguishers, water sources and other related data.

[0081] Based on the above-mentioned visual prompt data, a visual reference is provided for emergency response to fire accidents, which assists in making fire decisions and improves the efficiency of emergency response to fire accidents.

[0082] In some optional embodiments of the present application, a data processing method for fire management is provided, the method comprising:

[0083] The business data to be processed is processed based on business characteristics to obtain second business characteristic data, wherein the second business characteristic data is characteristic data for representing the fire equipment management business; the fire equipment management business model corresponding to the second business characteristic is matched to obtain fire equipment management model data; the business data to be processed is processed based on the fire equipment management model data for feature extraction to obtain equipment characteristic data, wherein the equipment characteristic data includes equipment location characteristic data and equipment use characteristic data, wherein the equipment location characteristic data is characteristic data for representing the fire equipment, and the equipment use characteristic data is characteristic data for representing the use status of the fire equipment; fire warning data is generated according to the equipment location characteristic data and the equipment use characteristic data, and the fire warning data is converted into the fire warning data. According to the mapping to the fire protection three-dimensional model, visual fire protection prompt data is obtained, and the visual fire protection prompt data is visual data used to represent the fire protection equipment prompt. The equipment usage characteristic data is processed by reliability assessment based on the equipment assessment model to obtain equipment reliability characteristic data, including: identifying historical usage data and recommended usage data in the equipment usage characteristic data, and performing reliability assessment based on the equipment assessment model to obtain equipment reliability characteristic data; generating a corresponding maintenance plan according to the equipment reliability characteristic data, and generating maintenance prompt data for the equipment at a corresponding position of the fire protection three-dimensional model according to the maintenance plan and the equipment position characteristic data, so as to prompt the user to maintain the equipment and improve the efficiency of fire protection management.

[0084] In some optional embodiments of the present application, a data processing device for fire management is provided, which is applied to a fire management system. Figure 3 A schematic diagram of a data processing device for fire management proposed in this application, such as Figure 3 As shown, including:

[0085] The demand acquisition module 31 is used to acquire the demand data to be processed, wherein the demand data to be processed is data used to represent the fire management demand;

[0086] The three-dimensional model building module 32 is used to perform three-dimensional model building processing on the processing demand data to obtain the fire scene three-dimensional model data, wherein the fire scene three-dimensional model data is data used to represent the fire scene three-dimensional model;

[0087] The business module 33 is used to match the business data corresponding to the demand data to be processed in the preset system database to obtain the business data to be processed;

[0088] The visualization module 34 is used to generate and process visualization prompt information based on the business data to be processed and the three-dimensional model data of the fire scene to obtain visualized fire prompt data.

[0089] In some optional embodiments of the present application, a data processing device for fire management is provided, which is applied to a fire management system. Figure 4 A schematic diagram of a data processing device for fire management proposed in this application, such as Figure 4 As shown, including:

[0090] A scene feature extraction module 41 is used to extract the demand data to be processed based on scene features to obtain scene feature data, wherein the scene feature data is feature data used to represent a fire scene;

[0091] The fire scene model building module 42 is used to perform model building processing based on the digital twin on the scene feature data to obtain the scene three-dimensional model data;

[0092] The fire feature extraction module 43 is used to extract the required data to be processed based on fire features to obtain fire feature data, wherein the fire feature data is feature data used to represent fire equipment in the scene;

[0093] The mapping module 44 is used to perform metadata-based mapping processing on the fire feature data, map the fire feature data to the scene three-dimensional model data, and obtain the fire scene three-dimensional model data.

[0094] The specific manner of executing the operation of each unit in the above embodiment has been described in detail in the embodiment of the method, and will not be elaborated here.

[0095] In summary, in the present application, the demand data to be processed is obtained, wherein the demand data to be processed is data used to represent fire management needs; the demand data to be processed is processed by three-dimensional model construction to obtain fire scene three-dimensional model data, wherein the fire scene three-dimensional model data is data used to represent the fire scene three-dimensional model; the business data corresponding to the demand data to be processed is matched in the preset system database to obtain the business data to be processed; and the visual prompt information generation process is performed based on the business data to be processed and the fire scene three-dimensional model data to obtain the visual fire prompt data. By constructing a three-dimensional model of the fire scene and visually prompting the fire business needs in the fire three-dimensional model, the effect of improving the efficiency of fire management is achieved.

[0096] It should be noted that the steps shown in the flowcharts of the accompanying drawings can be executed in a computer system such as a set of computer executable instructions, and that, although a logical order is shown in the flowcharts, in some cases, the steps shown or described can be executed in an order different from that shown here.

[0097] Obviously, those skilled in the art should understand that the above-mentioned units or steps of the present application can be implemented by a general-purpose computing device, they can be concentrated on a single computing device, or distributed on a network composed of multiple computing devices, and optionally, they can be implemented by a program code executable by a computing device, so that they can be stored in a storage device and executed by the computing device, or they can be made into individual integrated circuit modules, or multiple modules or steps therein can be made into a single integrated circuit module for implementation. In this way, the present application is not limited to any specific combination of hardware and software.

[0098] The above description is only the preferred embodiment of the present application and is not intended to limit the present application. For those skilled in the art, the present application may have various modifications and variations. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present application shall be included in the protection scope of the present application.

Claims

1. A data processing method for fire management, characterized in that: Applied in fire management systems, including: Acquire demand data to be processed, wherein the demand data to be processed is data used to represent fire management demand; Performing three-dimensional model construction processing on the demand data to be processed to obtain fire scene three-dimensional model data, wherein the fire scene three-dimensional model data is data used to represent the fire scene three-dimensional model; Matching the business data corresponding to the demand data to be processed in a preset system database to obtain the business data to be processed; Visual prompt information generation processing is performed based on the business data to be processed and the fire scene three-dimensional model data to obtain visual fire prompt data.

2. The data processing method according to claim 1, characterized in that: The three-dimensional model building process is performed on the demand data to be processed, and the fire scene three-dimensional model data obtained includes: Performing scene feature-based extraction processing on the demand data to be processed to obtain scene feature data, wherein the scene feature data is feature data used to represent a fire scene; Performing model building processing based on digital twins on the scene feature data to obtain scene three-dimensional model data; Performing extraction processing based on fire-fighting features on the demand data to be processed to obtain fire-fighting feature data, wherein the fire-fighting feature data is feature data used to represent fire-fighting equipment in the scene; The fire feature data is subjected to metadata-based mapping processing, and the fire feature data is mapped to the scene three-dimensional model data to obtain the fire scene three-dimensional model data.

3. The data processing method according to claim 1, characterized in that: The visual prompt information generation process is performed according to the service data to be processed and the fire scene three-dimensional model data, and the obtained visual fire prompt data includes: Performing identification processing on the service data to be processed based on service characteristics to obtain service characteristic data, wherein the service characteristic data is characteristic data used to represent fire management services; Matching the business model corresponding to the business characteristic data to obtain fire management business model data; The business data to be processed is processed by generating visual prompt information based on the business model corresponding to the fire management business model data to obtain the visual fire prompt data.

4. The data processing method according to claim 1, characterized in that: The visual prompt information generation process is performed according to the service data to be processed and the fire scene three-dimensional model data to obtain the visual fire prompt data, including: Performing identification processing based on business characteristics on the business data to be processed to obtain first business characteristic data, wherein the first business characteristic data is characteristic data used to represent a fire accident business; Matching the fire accident business model corresponding to the first business characteristic data to obtain fire accident emergency management model data; Performing feature extraction processing on the business data to be processed based on the fire accident emergency management model data to obtain accident feature data, wherein the accident feature data includes accident location feature data and accident level feature data; Fire warning data is generated according to the accident location characteristic data and the accident level characteristic data, and the fire warning data is mapped to the fire three-dimensional model to obtain the visualized fire warning data, which is the visualization data used to represent the fire accident warning.

5. The data processing method according to claim 4, characterized in that: Generating fire warning data according to the accident location characteristic data and the accident level characteristic data includes: The three-dimensional model data of the fire scene is identified and processed to obtain fire resource characteristic data, wherein the fire resource characteristic data includes fire resource location characteristic data and fire resource inventory characteristic data, the fire resource location characteristic data is characteristic data used to represent the location of the fire resource in the fire scene, and the fire resource inventory characteristic data is characteristic data used to represent the inventory of the fire resource in the fire scene; Performing route planning processing according to the accident feature data and the fire resource location feature data to generate first fire warning data, wherein the first fire warning data is data used to indicate a rescue route for the accident; Performing route planning processing according to the accident characteristic data and the fire resource inventory characteristic data to generate second fire warning data, wherein the second fire warning data is data used to indicate a warning of accident rescue resources; The fire warning data is obtained according to the first fire warning data and the second fire warning data.

6. The data processing method according to claim 1, characterized in that: The visual prompt information generation process is performed according to the service data to be processed and the fire scene three-dimensional model data, and the obtained visual fire prompt data includes: Performing identification processing based on business characteristics on the business data to be processed to obtain second business characteristic data, wherein the second business characteristic data is characteristic data for representing fire equipment management business; Matching a fire equipment management business model corresponding to the second business feature to obtain fire equipment management model data; Performing feature extraction processing based on the fire equipment management model data on the service data to be processed to obtain equipment feature data, wherein the equipment feature data includes equipment location feature data and equipment use feature data, the equipment location feature data is feature data used to represent fire equipment, and the equipment use feature data is feature data used to represent the use status of fire equipment; Fire warning data is generated according to the equipment location characteristic data and the equipment usage characteristic data, and the fire warning data is mapped to the fire three-dimensional model to obtain the visualized fire warning data, which is the visualization data used to represent the fire equipment warning.

7. A data processing device for fire management, characterized in that: Applied in fire management systems, including: A demand acquisition module, used to acquire demand data to be processed, wherein the demand data to be processed is data used to represent fire management demand; A three-dimensional model building module, used to perform three-dimensional model building processing on the demand data to be processed to obtain fire scene three-dimensional model data, wherein the fire scene three-dimensional model data is data used to represent the fire scene three-dimensional model; A business module, used to match business data corresponding to the demand data to be processed in a preset system database to obtain the business data to be processed; The visualization module is used to generate and process visualization prompt information based on the business data to be processed and the three-dimensional model data of the fire scene to obtain visualized fire prompt data.

8. The data processing device according to claim 7, characterized in that: The 3D model building modules include: A scene feature extraction module, used for performing scene feature-based extraction processing on the demand data to be processed to obtain scene feature data, wherein the scene feature data is feature data used to represent a fire scene; A fire scene model building module, used to perform model building processing based on digital twins on the scene feature data to obtain scene three-dimensional model data; A fire feature extraction module, used for performing extraction processing based on fire features on the demand data to be processed to obtain fire feature data, wherein the fire feature data is feature data used to represent fire equipment in the scene; A mapping module is used to perform metadata-based mapping processing on the fire feature data, map the fire feature data to the scene three-dimensional model data, and obtain the fire scene three-dimensional model data.

9. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores computer instructions, and the computer instructions are used to enable the computer to execute the data processing method for fire management according to any one of claims 1 to 6.

10. An electronic device, characterized in that: include: at least one processor; And a memory communicatively connected to the at least one processor; wherein the memory stores a computer program executable by the at least one processor, and the computer program is executed by the at least one processor so that the at least one processor executes the data processing method for fire management described in any one of claims 1-6.

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