Artificial intelligence fire-fighting technology service intelligent information management platform
Through remote monitoring and fault analysis of the intelligent information management platform for artificial intelligence fire protection technology services, intelligent maintenance of fire protection equipment is achieved, and the problem of single maintenance plan for fire protection equipment in the existing technology is solved, reducing maintenance costs and improving fire safety.
Patent Information
- Application Number
- CN202410684400.2
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Priority Date
- 2024-02-03
- Filing Date
- 2024-05-30
- Publication Date
- 2025-08-05
AI Technical Summary
When the existing intelligent fire protection management platform handles fire equipment failures, the maintenance plan is single, resulting in increased fire service management costs and waste of maintenance personnel resources.
The artificial intelligence fire protection technology service intelligent information management platform is adopted, including customer information database, service work record database, remote monitoring module, fire equipment failure analysis module, fire equipment service assignment module and fire equipment maintenance cost calculation and analysis module, to realize remote monitoring, fault analysis and maintenance task assignment of fire protection equipment, and to judge the equipment upgrade or replacement by yourself to reduce maintenance costs.
Timely detect fire-fighting equipment failures, ensure that the equipment is intact and effective, reduce maintenance costs, avoid waste of manpower, and improve fire safety.
Smart Images

Figure CN120430770A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the technical field of fire management systems, and more specifically, to an artificial intelligence fire technology service intelligent information management platform. Background Art
[0002] Firefighting devices refer to fixed facilities such as automatic fire alarm systems, indoor fire hydrants, outdoor fire hydrants, etc. in buildings (automatic fire alarm systems, fire water supply and fire hydrant systems, automatic fire extinguishing systems, smoke prevention and exhaust systems, fire extinguishers, fire power supplies, etc.). Automatic firefighting facilities are divided into automatic facilities for electrical systems and automatic facilities for water systems. Firefighting equipment management refers to the monitoring, maintenance and management of various firefighting equipment installed in buildings or venues. The intelligent firefighting technology service smart information management platform is a comprehensive platform that provides firefighting equipment monitoring, early warning, fault diagnosis, data analysis and management through the integration and application of intelligent technologies.
[0003] During the actual use of fire-fighting equipment, due to factors such as aging (installation quality, operating environment, management and maintenance), it is easy to cause repeated failures of fire-fighting equipment. The failure type is single, and each failure requires personnel to perform maintenance and repairs. However, sometimes upgrading or directly replacing the components of the fire-fighting equipment can effectively solve the maintenance problem, and the maintenance cost is lower than the maintenance cost caused by its failure frequency. Most existing intelligent management platforms provide fault information, but the maintenance plan for this type of fault is relatively simple, resulting in increased fire service management costs and waste of maintenance personnel resources. Summary of the Invention
[0004] In response to the problems existing in the prior art, the purpose of the present invention is to provide an artificial intelligence fire protection technical service intelligent information management platform to solve the background technical problems.
[0005] To achieve the above objectives, the present invention adopts the following technical solutions.
[0006] An artificial intelligence fire protection technology service intelligent information management platform, including:
[0007] The customer information database stores basic customer information, including unit building information, unit management information, unit fire protection facility information, and location drawings of all installed fire protection equipment;
[0008] Service work record database, used to record the maintenance work records of fire protection equipment by maintenance personnel;
[0009] The remote monitoring module is used to monitor and detect fire-fighting equipment to determine whether the fire-fighting equipment can receive control signals, whether the fire-fighting equipment's appearance is intact, and whether the fire-fighting equipment's structure is normal. These monitoring aspects can be used to obtain fault information about the fire-fighting equipment;
[0010] The fire equipment fault analysis module is used to analyze the fault type of the fire equipment fault information collected by the remote monitoring module, and combine it with the maintenance records of the fire equipment in the service work record database to obtain the fire equipment fault analysis category;
[0011] The fire equipment service assignment module assigns maintenance tasks to maintenance personnel based on the analysis results of the fire equipment by the fire equipment fault analysis module and the installation information of the fire equipment;
[0012] The fire equipment maintenance cost calculation and analysis module combines the number of maintenance records and fault categories of a single device in the service work record database to calculate the maintenance cost, upgrade cost and replacement cost of the fire equipment, and analyze the maintenance plan for the fire equipment.
[0013] As a further description of the above technical solution:
[0014] The service work record database includes a regular maintenance work data storage unit for recording regular maintenance work information of fire-fighting equipment and a temporary maintenance work data storage unit for recording temporary maintenance work information of fire-fighting equipment. Both the regular maintenance work data storage unit and the temporary maintenance work data storage unit record and save the on-site inspection results and maintenance methods of the fire-fighting equipment by the maintenance personnel.
[0015] As a further description of the above technical solution:
[0016] The remote monitoring module includes a data detection unit and a video monitoring unit. The data detection unit is used for the management terminal to send detection control instructions to the corresponding fire-fighting equipment, and to judge the fault information of the fire-fighting equipment based on the execution and reply information of the fire-fighting equipment; the video monitoring unit is used to shoot the fire-fighting equipment through a camera, obtain image information of the fire-fighting equipment, and obtain fault information of the fire-fighting equipment based on changes in the appearance of the fire-fighting equipment.
[0017] As a further description of the above technical solution:
[0018] The analysis method of the fire equipment fault analysis module is as follows:
[0019] The data detection unit sends a detection command to the fire-fighting equipment, and obtains the execution level of the fire-fighting equipment in combination with the monitoring image of the video monitoring unit, and receives the response information of the fire-fighting equipment. If the execution level is low or the response information does not match the normal response information, it is judged that the fire-fighting equipment is faulty.
[0020] The video surveillance unit determines that the fire-fighting equipment is faulty if any of the following situations occurs: a significant change in the installation position shown in the image information obtained by the fire-fighting equipment, missing fire-fighting equipment parts, or deformation of the fire-fighting equipment structure.
[0021] As a further description of the above technical solution:
[0022] The fire-fighting equipment service assignment module is divided into a regular maintenance task assignment unit and a temporary fault task assignment unit. The regular maintenance task assignment unit sends maintenance tasks to maintenance personnel according to a set period. The temporary fault task assignment unit sends maintenance tasks to maintenance personnel based on the fault information of the fire-fighting equipment fault analysis module, and obtains the fire-fighting equipment information data from the customer information database of the corresponding fire-fighting equipment.
[0023] As a further description of the above technical solution:
[0024] The calculation formula of the fire equipment maintenance cost calculation and analysis module is as follows:
[0025] Number of temporary failures / maintenance time of fire-fighting equipment = average failure rate;
[0026] Average failure rate * remaining maintenance time of fire equipment * maintenance cost per failure = predicted maintenance cost of fire equipment;
[0027] Predicted maintenance costs for firefighting equipment: Firefighting equipment upgrade costs and normal maintenance: Firefighting equipment repair and replacement costs.
[0028] As a further description of the above technical solution:
[0029] The fire-fighting equipment maintenance cost calculation and analysis module uses the single fault maintenance cost obtained in the fire-fighting equipment maintenance cost prediction calculation as a benchmark based on the temporary maintenance cost of each fire-fighting equipment in the corresponding service work record database.
[0030] As a further description of the above technical solution:
[0031] It also includes a task replacement module, which is used to replace the maintenance task of the fire equipment by the fire equipment service assignment module to one of the fire equipment upgrade and fire equipment replacement costs based on the calculation data of the fire equipment maintenance cost calculation and analysis module when the predicted maintenance cost of the fire equipment is greater than the fire equipment upgrade cost and the fire equipment replacement cost.
[0032] Compared with the prior art, the advantages of the present invention are:
[0033] (1) In addition to routine maintenance work, this solution can timely detect the fault information of fire-fighting equipment, and then upload the monitored fault information to the fire-fighting equipment fault analysis module through the remote monitoring module to identify the fault type of the fire-fighting equipment. Then, the fire-fighting equipment service assignment module will dispatch emergency repair tasks to the maintenance personnel to repair the faulty fire-fighting equipment in a timely manner, so as to ensure the integrity and effectiveness of the fire-fighting equipment and ensure fire safety.
[0034] (2) This solution, during the maintenance process of fire-fighting equipment, determines whether the upgrade of fire-fighting equipment and measures taken by fire-fighting equipment can reduce the maintenance cost of fire-fighting equipment that frequently fails, thereby reducing the maintenance cost of fire-fighting equipment for the fire-fighting service management platform, making full use of the labor cost of maintenance personnel, and avoiding unnecessary waste of manpower. BRIEF DESCRIPTION OF THE DRAWINGS
[0035] Figure 1 Schematic diagram of the system principle of the present invention;
[0036] Figure 2 A schematic diagram of the working record database serving the present invention;
[0037] Figure 3 Schematic diagram of the principle assigned to the task of the present invention.
[0038] Description of the numbers in the figure:
[0039] 1. Customer information database; 2. Service work record database; 21. Regular maintenance work data storage unit; 22. Temporary maintenance work data storage unit; 3. Remote monitoring module; 31. Data detection unit; 32. Video monitoring unit; 4. Fire equipment fault analysis module; 5. Fire equipment service assignment module; 51. Regular maintenance task assignment unit; 52. Temporary fault task assignment unit; 6. Fire equipment maintenance cost calculation and analysis module; 7. Task replacement module. DETAILED DESCRIPTION
[0040] The technical solutions in the embodiments of the present invention will be described clearly and completely below with reference to the accompanying drawings in the embodiments of the present invention.
[0041] See also Figure 1-3 , the present invention provides the following embodiments:
[0042] An artificial intelligence fire protection technology service intelligent information management platform, including:
[0043] Customer Information Database 1 stores basic customer information, including unit building information, unit management information, unit fire protection facility information, and location drawings of all installed fire protection equipment. It provides the location information of each fire protection equipment served by the management platform, making it convenient for maintenance personnel to quickly locate the location of the fire protection equipment that needs maintenance.
[0044] The service work record database 2 is used to record the maintenance work records of the maintenance personnel on the fire-fighting equipment, so as to obtain the details of the maintenance work on the fire-fighting equipment, such as maintenance type, maintenance measures, maintenance time, maintenance cost and other data.
[0045] The remote monitoring module 3 is used to monitor and detect fire-fighting equipment to determine whether the fire-fighting equipment can receive control signals, whether the fire-fighting equipment appearance is intact, and whether the fire-fighting equipment structure is normal. Fault information of the fire-fighting equipment is obtained from these monitoring aspects.
[0046] The fire equipment fault analysis module 4 is used to analyze the fault type of the fire equipment fault information collected by the remote monitoring module 3, and to obtain the fire equipment fault analysis category in combination with the maintenance records of the fire equipment in the service work record database 2.
[0047] The fire-fighting equipment service assignment module 5 assigns maintenance tasks to maintenance personnel based on the analysis results of the fire-fighting equipment by the fire-fighting equipment fault analysis module 4 and the installation information of the fire-fighting equipment.
[0048] The fire equipment maintenance cost calculation and analysis module 6 calculates the maintenance cost, upgrade cost and replacement cost of the fire equipment based on the number of maintenance records and fault categories of a single device in the service work record database 2, and analyzes the maintenance plan for the fire equipment.
[0049] The present invention also includes a task replacement module 7, which is used to replace the maintenance task of the fire equipment by the fire equipment service assignment module 5 to one of the fire equipment upgrade and fire equipment replacement costs based on the calculation data of the fire equipment maintenance cost calculation and analysis module 6 when the predicted maintenance cost of the fire equipment is greater than one of the fire equipment upgrade cost and the fire equipment replacement cost.
[0050] The customer information database 1 and the service work record database 2 respectively store customer information and maintenance personnel's work information to record the work progress of fire protection services. When managing various fire protection equipment, each fire protection equipment is monitored in real time through the remote monitoring module 3. In addition to daily regular maintenance work, the fault information of the fire protection equipment can be discovered in time. The remote monitoring module 3 then uploads the monitored fault information to the fire protection equipment fault analysis module 4 to identify the fault type of the fire protection equipment. Then, the fire protection equipment service assignment module 5 dispatches emergency repair tasks to the maintenance personnel to repair the faulty fire protection equipment in time to ensure the integrity and effectiveness of the fire protection equipment and ensure fire safety.
[0051] Among them, the fire equipment maintenance cost calculation and analysis module 6 calculates the fault data of each faulty fire equipment, combines the maintenance information of the fire equipment with the service work record database 2, determines the service cost of the fire equipment, and obtains the maintenance plan of the fire equipment, and determines whether to replace the assigned tasks of the fire equipment service assignment module 5 through the task replacement module 7.
[0052] In the present invention, the service work record database 2 includes a regular maintenance work data storage unit 21 for recording regular maintenance work information of fire-fighting equipment and a temporary maintenance work data storage unit 22 for recording temporary maintenance work information of fire-fighting equipment. Both the regular maintenance work data storage unit 21 and the temporary maintenance work data storage unit 22 record and save the on-site inspection results and maintenance methods of the fire-fighting equipment by the maintenance personnel.
[0053] The remote monitoring module 3 includes a data detection unit 31 and a video monitoring unit 32. The data detection unit 31 is used by the management terminal to send detection control instructions to the corresponding fire-fighting equipment, and judge the fault information of the fire-fighting equipment based on the execution and reply information of the fire-fighting equipment; the video monitoring unit 32 is used to shoot the fire-fighting equipment through a camera, obtain image information of the fire-fighting equipment, and obtain fault information of the fire-fighting equipment based on changes in the appearance of the fire-fighting equipment.
[0054] The analysis method of the fire-fighting equipment failure analysis module 4 is as follows:
[0055] The data detection unit 31 sends a detection instruction to the fire-fighting equipment, and obtains the execution level of the fire-fighting equipment in combination with the monitoring image of the video monitoring unit 32, and receives the response information of the fire-fighting equipment. If the execution level is low or the response information does not match the normal response information, it is judged that the fire-fighting equipment is faulty.
[0056] The video monitoring unit 32 determines that the fire-fighting equipment is faulty if any of the following conditions occurs: a significant change in the installation position shown in the image information obtained from the fire-fighting equipment, missing fire-fighting equipment components, or deformation of the fire-fighting equipment structure;
[0057] The fire-fighting equipment service assignment module 5 is divided into a regular maintenance task assignment unit 51 and a temporary fault task assignment unit 52. The regular maintenance task assignment unit 51 sends maintenance tasks to maintenance personnel according to a set period. The temporary fault task assignment unit 52 sends maintenance tasks to maintenance personnel based on the fault information of the fire-fighting equipment fault analysis module 4, and obtains the fire-fighting equipment information data in the customer information library 1 of the corresponding fire-fighting equipment.
[0058] In the present invention, the calculation formula of the fire equipment maintenance cost calculation and analysis module 6 is as follows:
[0059] Number of temporary failures / maintenance time of fire-fighting equipment = average failure rate;
[0060] Average failure rate * remaining maintenance time of fire equipment * maintenance cost per failure = predicted maintenance cost of fire equipment;
[0061] Predicted maintenance costs for firefighting equipment: Firefighting equipment upgrade costs and normal maintenance: Firefighting equipment repair and replacement costs.
[0062] The fire equipment maintenance cost calculation and analysis module 6 uses the single fault maintenance cost obtained in the fire equipment maintenance cost prediction calculation as a benchmark based on the temporary maintenance cost of the fire equipment in the corresponding service work record database 2.
[0063] The number of temporary failures is the number of failures excluding those caused by human damage, and the fire equipment upgrade and fire equipment replacement plans in the fire equipment upgrade cost and fire equipment replacement cost are able to effectively solve this type of failure.
[0064] Therefore, during the maintenance process of fire-fighting equipment, it is possible to independently judge whether the upgrade of fire-fighting equipment and measures taken by fire-fighting equipment can reduce the maintenance cost of fire-fighting equipment that frequently malfunctions, thereby reducing the maintenance cost of fire-fighting equipment for the fire-fighting service management platform, making full use of the labor costs of maintenance personnel, and avoiding unnecessary waste of manpower.
[0065] Among them, fire protection equipment upgrade methods include but are not limited to control system upgrades, structure upgrades, version updates, etc.; measures for fire protection equipment are adjustments to fire protection equipment, including but not limited to structure additions and deletions, network connection status adjustments, function assignments, etc.; judgment logic:
[0066] For example, when updating fire-fighting products so that they have structures and functions such as impact resistance, theft resistance, acid resistance, and moisture resistance, after replacing existing fire-fighting products, can the impact of harsh environments on fire-fighting equipment be eliminated or reduced, the frequency of failures be reduced, and the number and cost of maintenance be reduced?
[0067] The above is a preferred embodiment of the present invention; however, the scope of protection of the present invention is not limited thereto. Any person skilled in the art who, within the technical scope disclosed by the present invention, makes equivalent substitutions or modifications based on the technical solutions and improved concepts of the present invention shall be covered by the scope of protection of the present invention.
Claims
1. An artificial intelligence fire protection technology service intelligent information management platform, characterized by: include: A customer information database (1) is used to store basic customer information, including unit building information, unit management information, unit fire protection facility information, and location drawings of all installed fire protection equipment; Service work record database (2), used to record the maintenance work records of fire protection equipment by maintenance personnel; A remote monitoring module (3) is used to monitor and detect fire-fighting equipment to determine whether the fire-fighting equipment can receive control signals, whether the fire-fighting equipment appearance is intact, whether the fire-fighting equipment structure is normal, and to monitor the operating parameters and status of the fire-fighting facilities, and to obtain fault information of the fire-fighting equipment from these monitoring aspects; The fire-fighting equipment fault analysis module (4) is used to analyze the fault type of the fire-fighting equipment fault information collected by the remote monitoring module (3), and to obtain the fire-fighting equipment fault analysis category by combining the maintenance record corresponding to the fire-fighting equipment in the service work record database (2); The fire equipment service assignment module (5) assigns maintenance tasks to maintenance personnel based on the analysis results of the fire equipment by the fire equipment fault analysis module (4) and the installation information of the fire equipment; The fire equipment maintenance cost calculation and analysis module (6) combines the number of maintenance records and fault categories of a single device in the service work record database (2) to calculate the maintenance cost, upgrade cost and replacement cost of the fire equipment, and analyzes the maintenance plan for the fire equipment.
2. The artificial intelligence fire protection technical service intelligent information management platform according to claim 1 is characterized by: The service work record database (2) includes a regular maintenance work data storage unit (21) for recording regular maintenance work information of fire-fighting equipment and a temporary maintenance work data storage unit (22) for recording temporary maintenance work information of fire-fighting equipment. Both the regular maintenance work data storage unit (21) and the temporary maintenance work data storage unit (22) record and save on-site inspection results and maintenance methods of fire-fighting equipment by maintenance personnel.
3. The artificial intelligence fire protection technical service intelligent information management platform according to claim 1 is characterized by: The remote monitoring module (3) includes a data detection unit (31) and a video monitoring unit (32). The data detection unit (31) is used for the management terminal to send a detection control instruction to the corresponding fire-fighting equipment, and to judge the fault information of the fire-fighting equipment according to the execution and reply information of the fire-fighting equipment; the video monitoring unit (32) is used to shoot the fire-fighting equipment through a camera, obtain image information of the fire-fighting equipment, and obtain the fault information of the fire-fighting equipment according to the change of the appearance of the fire-fighting equipment.
4. The artificial intelligence fire protection technical service intelligent information management platform according to claim 3 is characterized by: The analysis method of the fire-fighting equipment fault analysis module (4) is as follows: The data detection unit (31) sends a detection instruction to the fire-fighting equipment, obtains the execution level of the fire-fighting equipment in combination with the monitoring image of the video monitoring unit (32), and receives the response information of the fire-fighting equipment. If any of the following situations occurs: the execution level is low and the response information does not match the normal response information, it is determined that the fire-fighting equipment is faulty; The video monitoring unit (32) determines that the fire-fighting equipment is faulty if any of the following conditions occurs: a significant change in the installation position displayed in the image information obtained from the fire-fighting equipment, missing fire-fighting equipment components, and deformation of the fire-fighting equipment structure.
5. The artificial intelligence fire protection technical service intelligent information management platform according to claim 1 is characterized by: The fire equipment service assignment module (5) is divided into a regular maintenance task assignment unit (51) and a temporary fault task assignment unit (52). The regular maintenance task assignment unit (51) sends maintenance tasks to maintenance personnel according to a set period, and the temporary fault task assignment unit (52) sends maintenance tasks to maintenance personnel based on fault information from the fire equipment fault analysis module (4) and obtains information data of the fire equipment in the customer information library (1) corresponding to the fire equipment.
6. The artificial intelligence fire protection technology service intelligent information management platform according to claim 1 is characterized by: The calculation formula of the fire-fighting equipment maintenance cost calculation and analysis module (6) is as follows: Number of temporary failures / maintenance time of fire-fighting equipment = average failure rate; Average failure rate * remaining maintenance time of fire equipment * maintenance cost per failure = predicted maintenance cost of fire equipment; Predicted maintenance costs for firefighting equipment: Firefighting equipment upgrade costs and normal maintenance: Firefighting equipment repair and replacement costs.
7. The artificial intelligence fire protection technical service intelligent information management platform according to claim 1 is characterized by: The fire equipment maintenance cost calculation and analysis module (6) uses the single fault maintenance cost obtained in the fire equipment maintenance cost prediction calculation as a benchmark for the temporary maintenance cost of each fire equipment fault in the corresponding service work record database (2).
8. The artificial intelligence fire protection technical service intelligent information management platform according to claim 7 is characterized by: The system further comprises a task replacement module (7) for replacing the maintenance task of the fire equipment assigned by the fire equipment service assignment module (5) to one of the fire equipment upgrade and fire equipment replacement when the predicted maintenance cost of the fire equipment is greater than the fire equipment upgrade cost and the fire equipment replacement cost based on the calculation data of the fire equipment maintenance cost calculation and analysis module (6).