Emergency equipment data full-link closed-loop management method and device

Abstract

The invention provides a full-link closed-loop management method and device for emergency equipment data. The method comprises the following steps: acquiring equipment data of matched types through data acquisition interfaces of different types; carrying out encryption transmission and verification on the equipment data through an encryption protocol and a Hash verification mechanism; under the condition of receiving the equipment data, storing the equipment data in a plurality of storage nodes through a distributed storage architecture; creating indexes for a plurality of pieces of selected information in the equipment data through a data index mechanism; collecting application data generated by the equipment in the application process, and transmitting the application data to the data acquisition interface of the matched type; full-link closed-loop management of data from collection to application is realized, and the integrity and traceability of the data in each link are ensured; an encryption transmission and verification mechanism is adopted, so that the security and accuracy of the data in the transmission process are guaranteed; a distributed storage architecture and an index mechanism are adopted, so that the reliability and retrieval efficiency of data storage are improved; and the integrity and traceability of the data in each link are ensured.

Description

Technical Field

[0001] This invention relates to the field of emergency management informatization, and in particular to a method and device for closed-loop management of emergency equipment data across the entire chain. Background Technology

[0002] Emergency equipment refers to various types of equipment used in emergency rescue, disaster prevention and control, such as drones, fire-fighting robots, and emergency communication vehicles.

[0003] In emergency rescue and disaster prevention operations, emergency equipment such as drones, firefighting robots, and emergency communication vehicles generate massive amounts of data. Currently, emergency equipment data management faces numerous challenges: a lack of unified standards in data collection, significant differences in data formats and transmission protocols among different equipment, making effective data integration difficult; security risks during data transmission, leading to data loss and tampering; fragmented data storage lacks systematic management and rapid retrieval; and broken data links compromise data integrity and traceability, resulting in a lack of reliable data support for emergency command and decision-making, impacting the efficiency and accuracy of emergency responses. Summary of the Invention

[0004] This invention provides a closed-loop management method and device for the entire data chain of emergency equipment, which solves the defects of existing technologies such as difficulty in effectively integrating massive amounts of data generated by emergency equipment, security risks in transmission, scattered storage, and broken data links, and realizes the integrity, traceability, security, and retrieval efficiency of data at each stage.

[0005] This invention provides a closed-loop management method for the entire data chain of emergency equipment, comprising the following steps.

[0006] Collect equipment data of the matching type through different types of data acquisition interfaces; Equipment data is encrypted and verified through encryption protocols and hash verification mechanisms. Upon receiving equipment data, the equipment data is stored across multiple storage nodes using a distributed storage architecture; and an indexing mechanism is used to create indexes for multiple selected pieces of information within the equipment data. Collect application data generated by the equipment during application and transmit the application data to a matching data acquisition interface.

[0007] According to the present invention, a closed-loop management method for the entire data chain of emergency equipment is provided, which collects equipment data of matching types through different types of data acquisition interfaces, including: The equipment data of the UAV is collected through the UAV data acquisition interface in accordance with the UAV data output protocol; the equipment data of the UAV includes: flight attitude and captured images; Through the fire data acquisition interface, the equipment data of the fire-fighting robot is collected in accordance with the fire protection protocol; the equipment data of the fire-fighting robot includes: operating environment data and its own status data.

[0008] According to the present invention, a closed-loop management method for the entire data chain of emergency equipment is provided, which collects equipment data of matching types through different types of data acquisition interfaces, and further includes: The equipment data is converted and validated to obtain equipment data in a format that the system can recognize.

[0009] According to the present invention, a closed-loop management method for the entire data chain of emergency equipment is provided, which encrypts and verifies equipment data through encryption protocols and hash verification mechanisms, including: The first hash value of the equipment data is calculated at the data sending end through a hash verification mechanism; The equipment data and the first hash value are encrypted and transmitted using SSL or TLS encryption protocols. A second hash value is calculated at the data receiving end using a hash verification mechanism; If the second hash value is inconsistent with the first hash value, the data sender is notified to retransmit the data.

[0010] According to the emergency equipment data closed-loop management method provided by the present invention, after creating an index for multiple selected pieces of information in the equipment data through a data indexing mechanism, the method further includes: By employing a regular backup strategy, full backups of equipment data are performed according to the first preset time period, and incremental backups of equipment data are performed according to the second preset time period to obtain backup data. The backup data is stored in an off-site disaster recovery center.

[0011] The emergency equipment data end-to-end closed-loop management method provided by the present invention further includes: Emergency data of emergency equipment is obtained through the emergency dispatch data interface; the emergency data includes: real-time location and working status. Based on emergency data, rescue resources are allocated; Obtain equipment operation data of emergency equipment through equipment maintenance data interface; Based on equipment operation data, analyze potential equipment malfunctions and formulate maintenance plans.

[0012] This invention also provides an emergency equipment data end-to-end closed-loop management device, comprising the following modules: The data acquisition module is used to collect equipment data of the corresponding type through different types of data acquisition interfaces; The data transmission module is used to encrypt and verify equipment data through encryption protocols and hash verification mechanisms. The data storage module is used to store equipment data across multiple storage nodes using a distributed storage architecture upon receiving equipment data; and to create indexes for multiple selected pieces of information within the equipment data using a data indexing mechanism. The data feedback module is used to collect application data generated by the equipment during application and transmit the application data to a matching data acquisition interface.

[0013] The present invention also provides an electronic device, including a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the processor executes the computer program to implement the emergency equipment data full-link closed-loop management method as described above.

[0014] The present invention also provides a non-transitory computer-readable storage medium having a computer program stored thereon, which, when executed by a processor, implements the emergency equipment data full-link closed-loop management method as described above.

[0015] The present invention also provides a computer program product, including a computer program, which, when executed by a processor, implements the emergency equipment data full-link closed-loop management method as described above.

[0016] The emergency equipment data end-to-end closed-loop management method and device provided by this invention collects equipment data of matching types through different types of data acquisition interfaces; encrypts and verifies the equipment data through encryption protocols and hash verification mechanisms; upon receiving the equipment data, it stores the equipment data on multiple storage nodes through a distributed storage architecture; it creates indexes for multiple selected information in the equipment data through a data indexing mechanism; it collects application data generated by the equipment during application and transmits the application data to the matching type of data acquisition interface; it realizes end-to-end closed-loop management of data from acquisition to application, ensuring the integrity and traceability of data at each stage; it adopts encrypted transmission and verification mechanisms to ensure the security and accuracy of data during transmission; and it adopts a distributed storage architecture and indexing mechanism to improve the reliability of data storage and retrieval efficiency. Attached Figure Description

[0017] To more clearly illustrate the technical solutions in this invention or the prior art, the drawings used in the description of the embodiments or the prior art will be briefly introduced below. Obviously, the drawings described below are some embodiments of this invention. For those skilled in the art, other drawings can be obtained from these drawings without creative effort.

[0018] Figure 1This is a flowchart illustrating the closed-loop management method for the entire data chain of emergency equipment provided by the present invention.

[0019] Figure 2 This is a schematic diagram of the structure of the emergency equipment data full-link closed-loop management device provided by the present invention.

[0020] Figure 3 This is a schematic diagram of the structure of the electronic device provided by the present invention. Detailed Implementation

[0021] To make the objectives, technical solutions, and advantages of this invention clearer, the technical solutions of this invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only some, not all, of the embodiments of this invention. All other embodiments obtained by those skilled in the art based on the embodiments of this invention without creative effort are within the scope of protection of this invention.

[0022] The following is combined with Figures 1-3 This invention is described.

[0023] Figure 1 This is a flowchart illustrating the closed-loop data management method for emergency equipment provided by this invention, as shown below. Figure 1 As shown, the method includes the following: Step 101: Collect equipment data of the matching type through different types of data acquisition interfaces.

[0024] In step 101 above, data end-to-end closed-loop management refers to achieving closed-loop management of the entire process of data collection, transmission, storage, application and feedback, ensuring the integrity and traceability of data at each stage.

[0025] This invention constructs a closed-loop management system and method for emergency equipment data, which solves the problems of incomplete data links and difficulty in traceability in the process of emergency equipment data management by working together with data acquisition module, data transmission module, data storage module, data application module and data feedback module. It ensures the integrity and reliability of data throughout its entire life cycle, provides efficient and accurate data support for emergency management, and improves the efficiency and accuracy of emergency response.

[0026] For different types of emergency equipment, a universal data acquisition interface can be used, and adapters can be used to connect with different equipment. The goal is to enable data generated by various brands and models of emergency equipment to be received and processed by a unified platform or system.

[0027] Optionally, step 101 includes steps A1 to A2: Step A1: Collect the drone's equipment data through the drone data acquisition interface, in accordance with the drone data output protocol; the drone's equipment data includes: flight attitude and captured images.

[0028] Step A2: Collect the equipment data of the fire-fighting robot through the fire data acquisition interface in accordance with the fire protocol; the equipment data of the fire-fighting robot includes: operating environment data and its own status data.

[0029] In steps A1 and A2 above, dedicated data acquisition interfaces are developed for different types of emergency equipment. For example, for drones, interfaces adapted to their flight attitude, captured images, and other data output protocols are designed; for firefighting robots, interfaces capable of acquiring their operating environment data and their own status data are developed.

[0030] Optionally, step 101 further includes: Step A3: Convert and verify the equipment data to obtain equipment data in a format that the system can recognize.

[0031] In step A3 above, a unified data collection standard is established, and the collected data undergoes preliminary format conversion and verification to convert data of different formats into a unified format that the system can recognize, thereby ensuring the standardization and usability of the data.

[0032] Step 102: Encrypt and verify equipment data through encryption protocols and hash verification mechanisms.

[0033] Optionally, step 102 includes steps B1 to B4: Step B1: Calculate the first hash value of the equipment data at the data sending end through a hash verification mechanism.

[0034] Step B2: Encrypt the equipment data and the first hash value through SSL or TLS encryption protocols.

[0035] Step B3: Calculate the second hash value at the data receiving end using a hash verification mechanism.

[0036] Step B4: If the second hash value and the first hash value are inconsistent, notify the data sender to retransmit the data.

[0037] In steps B1 to B4 above, the data is encrypted using the SSL / TLS encryption protocol to prevent it from being stolen or tampered with during transmission. Simultaneously, a hash verification mechanism is introduced: the hash value of the data is calculated at the data sending end and transmitted along with the data; upon receiving the data, the receiving end recalculates the hash value and compares it with the hash value from the sending end. If they do not match, the data is retransmitted to ensure the accuracy of data transmission.

[0038] In addition to SSL / TLS encryption protocols, other encryption protocols, such as the Chinese national cryptographic standards SM2 / SM3 / SM4, can also be used to meet different security requirements.

[0039] The data transmission module employs encrypted transmission and verification mechanisms to ensure the security and accuracy of data during transmission.

[0040] Step 103: Upon receiving equipment data, the equipment data is stored on multiple storage nodes using a distributed storage architecture; and an index is created for multiple selected pieces of information in the equipment data using a data indexing mechanism.

[0041] Optionally, after step 103, steps C1 to C2 are also included: Step C1: Using a regular backup strategy, perform a full backup of the equipment data according to the first preset time period, and perform incremental backups of the equipment data according to the second preset time period to obtain the backup data; Step C2: Store the backup data in an off-site disaster recovery center.

[0042] In step 103 above, a distributed storage architecture is adopted, distributing data across multiple storage nodes to improve the reliability and scalability of the storage system. A data indexing mechanism is established, creating indexes based on key information such as data type, time, and source to facilitate rapid data retrieval. A regular backup strategy is implemented, performing full backups of important data daily and incremental backups weekly, with backup data stored in an off-site disaster recovery center to prevent data loss.

[0043] In addition to distributed storage architecture, centralized storage architecture can also be used, but it requires enhanced data backup and disaster recovery measures.

[0044] The data storage module adopts a distributed storage architecture and indexing mechanism, which improves the reliability of data storage and retrieval efficiency.

[0045] Step 104: Collect the application data generated by the equipment during the application process and transmit the application data to the matching data acquisition interface.

[0046] In step 104 above, after the data is applied, there is a lack of an effective feedback mechanism, making it impossible to optimize the data processing flow and the operating status of emergency equipment. The data link is broken, making it difficult to ensure the integrity and traceability of the data. This results in a lack of reliable data support for emergency command and decision-making, affecting the efficiency and accuracy of emergency response.

[0047] Feedback information collected during the data application process is then reintegrated into the acquisition module as new data, forming a closed-loop data management system. Through the data feedback module, a complete closed-loop management system is achieved from data acquisition to application, ensuring the integrity and traceability of data at each stage.

[0048] Optionally, the emergency equipment data end-to-end closed-loop management method provided by the present invention further includes steps D1 to D4: Step D1: Obtain emergency data of emergency equipment through the emergency dispatch data interface; the emergency data includes: real-time location and working status.

[0049] Step D2: Dispatch rescue resources based on emergency data.

[0050] Step D3: Obtain the equipment operation data of the emergency equipment through the equipment maintenance data interface.

[0051] Step D4: Based on the equipment operation data, analyze potential equipment malfunctions and formulate maintenance plans.

[0052] In steps D1 to D4 above, data interfaces are provided for emergency command and dispatch systems, equipment maintenance and management systems, etc. In emergency command and dispatch scenarios, commanders can obtain real-time location, working status and other data of various emergency equipment by calling the data interfaces, and carry out reasonable allocation of rescue resources; in terms of equipment maintenance and management, technicians analyze potential equipment failures based on equipment operation data, formulate maintenance plans, and realize preventive maintenance of equipment.

[0053] It provides efficient data support for emergency command and dispatch systems and equipment maintenance management systems, thereby improving the efficiency and accuracy of emergency response.

[0054] This invention provides a closed-loop management method for the entire data chain of emergency equipment. It collects equipment data of matching types through different data acquisition interfaces; encrypts and verifies the equipment data through encryption protocols and hash verification mechanisms; upon receiving the equipment data, it stores the equipment data on multiple storage nodes using a distributed storage architecture; it creates indexes for multiple selected pieces of information within the equipment data through a data indexing mechanism; it collects application data generated during equipment use and transmits the application data to the matching data acquisition interface; thus achieving closed-loop management of data from acquisition to application, ensuring the integrity and traceability of data at each stage; employing encrypted transmission and verification mechanisms to guarantee the security and accuracy of data during transmission; and utilizing a distributed storage architecture and indexing mechanism to improve the reliability and retrieval efficiency of data storage.

[0055] The emergency equipment data full-link closed-loop management device provided by the present invention is described below. The emergency equipment data full-link closed-loop management device described below and the emergency equipment data full-link closed-loop management method described above can be referred to in correspondence.

[0056] Figure 2 This is a flowchart illustrating the emergency equipment data end-to-end closed-loop management device provided by the present invention, as shown below. Figure 2 As shown, the device includes the following: The data acquisition module 201 is used to acquire equipment data of the matching type through different types of data acquisition interfaces.

[0057] Optionally, the data acquisition module 201 includes: The UAV data acquisition submodule is used to acquire UAV equipment data through the UAV data acquisition interface in accordance with the UAV data output protocol; the UAV equipment data includes: flight attitude and captured images.

[0058] The fire data acquisition submodule is used to collect equipment data of the fire robot through the fire data acquisition interface in accordance with the fire protocol; the equipment data of the fire robot includes: operating environment data and its own status data.

[0059] Optionally, the data acquisition module 201 further includes: The data verification submodule is used to convert and verify the equipment data to obtain equipment data in a format that the system can recognize.

[0060] The data transmission module 202 is used to encrypt and verify equipment data through encryption protocols and hash verification mechanisms.

[0061] Optionally, the data transmission module 202 includes: The first hash value calculation submodule is used to calculate the first hash value of the equipment data at the data sending end through a hash verification mechanism.

[0062] The encrypted transmission submodule is used to encrypt and transmit equipment data and the first hash value using SSL or TLS encryption protocols.

[0063] The second hash value calculation submodule is used to calculate the second hash value at the data receiving end through a hash verification mechanism.

[0064] The retransmission submodule is used to notify the data sender to retransmit data if the second hash value and the first hash value are inconsistent.

[0065] The data storage module 203 is used to store equipment data on multiple storage nodes through a distributed storage architecture when receiving equipment data; and to create indexes for multiple selected information in the equipment data through a data indexing mechanism.

[0066] Optionally, the emergency equipment data end-to-end closed-loop management device also includes: The periodic backup module is used to perform full backups of equipment data according to a first preset time period and incremental backups according to a second preset time period, thereby obtaining backup data. The backup data is then stored in an off-site disaster recovery center.

[0067] The data feedback module 204 is used to collect application data generated by the equipment during the application process and transmit the application data to the matching data acquisition interface.

[0068] Optionally, the emergency equipment data end-to-end closed-loop management device provided by the present invention further includes: The data application module is used to acquire emergency data from emergency equipment via an emergency dispatch data interface. This emergency data includes real-time location and operational status. Based on this emergency data, rescue resources are dispatched. The module also acquires equipment operation data from an equipment maintenance data interface. Based on this equipment operation data, potential equipment malfunctions are analyzed, and maintenance plans are developed.

[0069] This invention provides an emergency equipment data end-to-end closed-loop management device. It collects matching equipment data through different types of data acquisition interfaces; encrypts and verifies the equipment data through encryption protocols and hash verification mechanisms; upon receiving the equipment data, it stores the equipment data on multiple storage nodes using a distributed storage architecture; it creates indexes for multiple selected pieces of information within the equipment data through a data indexing mechanism; it collects application data generated during equipment use and transmits the application data to the matching data acquisition interface; thus achieving end-to-end closed-loop management of data from acquisition to application, ensuring data integrity and traceability at each stage; employing encrypted transmission and verification mechanisms to guarantee data security and accuracy during transmission; and utilizing a distributed storage architecture and indexing mechanism to improve data storage reliability and retrieval efficiency.

[0070] Figure 3 An example is a schematic diagram of the physical structure of an electronic device, such as... Figure 3 As shown, the electronic device may include a processor 810, a communications interface 820, a memory 830, and a communication bus 840. The processor 810, communications interface 820, and memory 830 communicate with each other via the communication bus 840. The processor 810 can call logical instructions from the memory 830 to execute a closed-loop management method for the entire data link of emergency equipment.

[0071] Furthermore, the logical instructions in the aforementioned memory 830 can be implemented as software functional units and, when sold or used as independent products, can be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the present invention, or the part that contributes to the prior art, or a part of the technical solution, can be embodied in the form of a software product. This computer software product is stored in a storage medium and includes several instructions to cause a computer device (which may be a personal computer, server, or network device, etc.) to execute all or part of the steps of the methods described in the various embodiments of the present invention. The aforementioned storage medium includes various media capable of storing program code, such as USB flash drives, portable hard drives, read-only memory (ROM), random access memory (RAM), magnetic disks, or optical disks.

[0072] This invention provides an electronic device that implements a closed-loop management method for the entire data chain of emergency equipment. This method involves collecting equipment data of matching types through different data acquisition interfaces; encrypting and verifying the equipment data through encryption protocols and hash verification mechanisms; storing the received equipment data across multiple storage nodes using a distributed storage architecture; creating indexes for multiple selected pieces of information within the equipment data through a data indexing mechanism; collecting application data generated during equipment use and transmitting the application data to the matching data acquisition interface; achieving closed-loop management of data from acquisition to application, ensuring data integrity and traceability at each stage; employing encrypted transmission and verification mechanisms to guarantee data security and accuracy during transmission; and utilizing a distributed storage architecture and indexing mechanism to improve data storage reliability and retrieval efficiency.

[0073] On the other hand, the present invention also provides a computer program product, which includes a computer program that can be stored on a non-transitory computer-readable storage medium. When the computer program is executed by a processor, the computer can execute the emergency equipment data full-link closed-loop management method provided by the above methods.

[0074] This invention provides a computer program product that, when executed by a processor, implements a closed-loop management method for the entire data chain of emergency equipment. This method collects equipment data of matching types through different data acquisition interfaces; encrypts and verifies the equipment data through encryption protocols and hash verification mechanisms; upon receiving the equipment data, stores the equipment data on multiple storage nodes using a distributed storage architecture; creates indexes for multiple selected pieces of information within the equipment data through a data indexing mechanism; collects application data generated during equipment use and transmits the application data to the matching data acquisition interface; thus achieving closed-loop management of the entire data chain from acquisition to application, ensuring the integrity and traceability of data at each stage; employing encrypted transmission and verification mechanisms to guarantee the security and accuracy of data during transmission; and utilizing a distributed storage architecture and indexing mechanism to improve the reliability and retrieval efficiency of data storage.

[0075] In another aspect, the present invention also provides a non-transitory computer-readable storage medium having a computer program stored thereon, which, when executed by a processor, implements the emergency equipment data full-link closed-loop management method provided by the above methods.

[0076] This invention provides a non-transitory computer-readable storage medium storing a computer program that executes a closed-loop management method for the entire data chain of emergency equipment. This method collects matching equipment data through different types of data acquisition interfaces; encrypts and verifies the equipment data through encryption protocols and hash verification mechanisms; upon receiving the equipment data, it stores the data on multiple storage nodes using a distributed storage architecture; it creates indexes for multiple selected pieces of information within the equipment data using a data indexing mechanism; it collects application data generated during equipment use and transmits the application data to the matching data acquisition interface; this achieves closed-loop management of the entire data chain from acquisition to application, ensuring data integrity and traceability at each stage; it employs encrypted transmission and verification mechanisms to guarantee data security and accuracy during transmission; and it utilizes a distributed storage architecture and indexing mechanism to improve data storage reliability and retrieval efficiency.

[0077] The device embodiments described above are merely illustrative. The units described as separate components may or may not be physically separate. The components shown as units may or may not be physical units; that is, they may be located in one place or distributed across multiple network units. Some or all of the modules can be selected to achieve the purpose of this embodiment according to actual needs. Those skilled in the art can understand and implement this without any creative effort.

[0078] Through the above description of the embodiments, those skilled in the art can clearly understand that each embodiment can be implemented by means of software plus necessary general-purpose hardware platforms, and of course, it can also be implemented by hardware. Based on this understanding, the above technical solutions, in essence or the part that contributes to the prior art, can be embodied in the form of a software product. This computer software product can be stored in a computer-readable storage medium, such as ROM / RAM, magnetic disk, optical disk, etc., and includes several instructions to cause a computer device (which may be a personal computer, server, or network device, etc.) to execute the methods described in the various embodiments or some parts of the embodiments.

[0079] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, and not to limit them; although the present invention has been described in detail with reference to the foregoing embodiments, those skilled in the art should understand that modifications can still be made to the technical solutions described in the foregoing embodiments, or equivalent substitutions can be made to some of the technical features; and these modifications or substitutions do not cause the essence of the corresponding technical solutions to deviate from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims

1. An emergency equipment data full-link closed-loop management method, characterized in that, The method comprises the following steps: Collecting equipment data of matching types through different types of data collection interfaces; Encrypting and transmitting the equipment data through encryption protocols and hash verification mechanisms; Storing the equipment data in multiple storage nodes through a distributed storage architecture upon receiving the equipment data; Indexing multiple selected information in the equipment data through a data indexing mechanism; Collecting application data generated by the equipment in the application process and transmitting the application data to a data collection interface of a matching type.

2. The method of claim 1, wherein, The collecting of equipment data of matching types through different types of data collection interfaces comprises the following steps: Collecting equipment data of unmanned aerial vehicles through an unmanned aerial vehicle data collection interface according to an unmanned aerial vehicle data output protocol; wherein the equipment data of unmanned aerial vehicles comprises flight attitude and shooting pictures; Collecting equipment data of fire-fighting robots through a fire-fighting data collection interface according to a fire-fighting protocol; wherein the equipment data of fire-fighting robots comprises working environment data and self-state data.

3. The method of claim 2, wherein, The collecting of equipment data of matching types through different types of data collection interfaces further comprises the following steps: Converting and verifying the format of the equipment data to obtain equipment data in a system-recognizable format.

4. The method of claim 1, wherein, The encrypting and transmitting of the equipment data through encryption protocols and hash verification mechanisms comprises the following steps: Calculating a first hash value of the equipment data at a data sending end through a hash verification mechanism; Encrypting and transmitting the equipment data and the first hash value through an SSL encryption protocol or a TLS encryption protocol; Calculating a second hash value at a data receiving end through a hash verification mechanism; Notifying the data sending end to retransmit data in the case that the second hash value and the first hash value are inconsistent.

5. The method of claim 1, wherein, After the indexing of multiple selected information in the equipment data through a data indexing mechanism, the method further comprises the following steps: Obtaining backup data through a full backup of the equipment data according to a first preset time period and an incremental backup of the equipment data according to a second preset time period through a regular backup strategy; Storing the backup data in a remote disaster recovery center.

6. The method of claim 1, wherein, The method further comprises the following steps: Obtaining emergency data of emergency equipment through an emergency dispatch data interface; wherein the emergency data comprises real-time position and working state; Dispatching rescue resources according to the emergency data; Obtaining equipment operation data of emergency equipment through an equipment maintenance data interface; Analyzing equipment fault hazards and formulating maintenance plans according to the equipment operation data.

7. An emergency equipment data full-link closed-loop management device, characterized in that, The method comprises the following steps: A data collection module is configured to collect equipment data of matching types through different types of data collection interfaces; A data transmission module is configured to encrypt and transmit the equipment data through encryption protocols and hash verification mechanisms; A data storage module is configured to store the equipment data in multiple storage nodes through a distributed storage architecture upon receiving the equipment data; A data indexing mechanism is configured to index multiple selected information in the equipment data; A data collection module is configured to collect application data generated by the equipment in the application process and transmit the application data to a data collection interface of a matching type. A data feedback module is configured to collect application data generated during application of the equipment and transmit the application data to a data collection interface of a matching type.

8. An electronic device comprising a memory, a processor, and a computer program stored on the memory and running on the processor, characterized in that, The processor implements the emergency equipment data full-link closed-loop management method of any one of claims 1 to 6 when executing the computer program. 9.A non-transitory computer-readable storage medium having stored thereon a computer program, characterized in that, The computer program, when executed by the processor, implements the emergency equipment data full-link closed-loop management method of any one of claims 1 to 6.

10. A computer program product comprising a computer program, characterized in that, The computer program, when executed by the processor, implements the emergency equipment data full-link closed-loop management method of any one of claims 1 to 6. The computer program, when executed by the processor, implements the emergency equipment data full-link closed-loop management method of any one of claims 1 to 6.

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