CN117496613A - Inspection method, system and equipment for Internet of things equipment - Google Patents

Inspection method, system and equipment for Internet of things equipment Download PDF

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Publication number
CN117496613A
CN117496613A CN202311508358.0A CN202311508358A CN117496613A CN 117496613 A CN117496613 A CN 117496613A CN 202311508358 A CN202311508358 A CN 202311508358A CN 117496613 A CN117496613 A CN 117496613A
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inspection
information
module
points
automatic
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Inventor
刘轩之
韩立杨
郭庆霖
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Wusheng Shanghai Energy Technology Co ltd
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Wusheng Shanghai Energy Technology Co ltd
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Priority to CN202311508358.0A priority Critical patent/CN117496613A/en
Publication of CN117496613A publication Critical patent/CN117496613A/en
Pending legal-status Critical Current

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    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C1/00Registering, indicating or recording the time of events or elapsed time, e.g. time-recorders for work people
    • G07C1/20Checking timed patrols, e.g. of watchman
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B17/00Fire alarms; Alarms responsive to explosion
    • G08B17/06Electric actuation of the alarm, e.g. using a thermally-operated switch
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B17/00Fire alarms; Alarms responsive to explosion
    • G08B17/10Actuation by presence of smoke or gases, e.g. automatic alarm devices for analysing flowing fluid materials by the use of optical means
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16YINFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y20/00Information sensed or collected by the things
    • G16Y20/10Information sensed or collected by the things relating to the environment, e.g. temperature; relating to location
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16YINFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y40/00IoT characterised by the purpose of the information processing
    • G16Y40/10Detection; Monitoring
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16YINFORMATION AND COMMUNICATION TECHNOLOGY SPECIALLY ADAPTED FOR THE INTERNET OF THINGS [IoT]
    • G16Y40/00IoT characterised by the purpose of the information processing
    • G16Y40/50Safety; Security of things, users, data or systems
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04QSELECTING
    • H04Q9/00Arrangements in telecontrol or telemetry systems for selectively calling a substation from a main station, in which substation desired apparatus is selected for applying a control signal thereto or for obtaining measured values therefrom
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/30Services specially adapted for particular environments, situations or purposes
    • H04W4/38Services specially adapted for particular environments, situations or purposes for collecting sensor information
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/80Services using short range communication, e.g. near-field communication [NFC], radio-frequency identification [RFID] or low energy communication
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04QSELECTING
    • H04Q2209/00Arrangements in telecontrol or telemetry systems
    • H04Q2209/40Arrangements in telecontrol or telemetry systems using a wireless architecture
    • H04Q2209/47Arrangements in telecontrol or telemetry systems using a wireless architecture using RFID associated with sensors

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  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Computing Systems (AREA)
  • Emergency Management (AREA)
  • Business, Economics & Management (AREA)
  • Signal Processing (AREA)
  • Analytical Chemistry (AREA)
  • Chemical & Material Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Environmental & Geological Engineering (AREA)
  • General Health & Medical Sciences (AREA)
  • Toxicology (AREA)
  • Computer Security & Cryptography (AREA)
  • Alarm Systems (AREA)

Abstract

The invention discloses a patrol method, a system and equipment of Internet of things equipment, wherein the patrol system comprises an information acquisition module, a patrol point classification module, a patrol control module, a fire-fighting patrol module, a patrol recording module and a patrol early-warning module; the inspection point classification module classifies the inspection points based on the market three-dimensional image and the monitoring layout image acquired by the information acquisition module, and automatically inspects the points; the inspection control module processes the information acquired by the information acquisition module to control different units of the fire-fighting inspection module to inspect the inspection points of the corresponding types, the inspection recording module is used for recording the inspection times and the inspection time of each inspection point to determine and remind the next inspection time, and meanwhile the inspection information is processed through the pipeline to carry out fire-fighting early warning by using the inspection early warning module. The fire safety in the market is uniformly managed, the inspection information and the inspection period are effectively managed and supervised, and meanwhile, fire early warning is realized by analyzing according to the inspection information.

Description

Inspection method, system and equipment for Internet of things equipment
Technical Field
The invention relates to the technical field of fire inspection, in particular to an inspection method, an inspection system and inspection equipment for Internet of things equipment.
Background
With the continuous development of the economy in China, the living standard of people is continuously improved, the number of markets is continuously increased, and the fire safety work is important due to the characteristics of large personnel flow, multiple types of merchants and the like in the markets. If the fire fighting of the market is not checked in time, once the market is in fire caused by circuit aging, open fire and other reasons, not only can the serious damage on property be caused, but also the casualties can be caused.
Normally, staff determines the fire safety of a mall through inspection, but due to the environment of the mall and the specificity of the fire safety, the staff for fire inspection must have certain fire safety knowledge, circuit knowledge and the like, and cannot meet the increasingly complicated fire safety requirements only by the staff. In addition, in some special environments (such as kitchen at restaurant, etc.), the staff is not suitable for performing fire patrol. Although the fire extinguishing system is arranged in each market, in the process of inspecting the actual fire extinguishing system, the manual inspection adaptability is poor, and the problems of untimely inspection, inspection omission, insufficient professional knowledge matching degree and the like are faced.
Disclosure of Invention
The invention aims to provide a patrol method, a system and equipment for internet of things equipment, which are used for uniformly patrol management of fire safety in a market, realizing real-time update of patrol information, effectively managing and supervising the patrol information and the patrol period, and simultaneously realizing fire early warning by analyzing according to the patrol information.
In order to solve the technical problems, the invention provides the following technical scheme that the inspection system of the Internet of things equipment comprises the following steps:
the information acquisition module is used for acquiring a three-dimensional map, a monitoring layout map, historical people flow information and a fire safety knowledge base of the market; the market three-dimensional map refers to a 3D map of market construction, and the monitoring layout map is a map of all monitoring distribution and monitoring ranges in the market;
the inspection point classification module is used for classifying inspection points which are in a monitoring range and do not need to be subjected to inspection operation as the monitoring inspection points according to the monitoring layout diagram and the market three-dimensional diagram, wherein the inspection points which need to be subjected to inspection operation in the rest inspection points are called manual inspection points, and the other inspection points are automatic inspection points;
the inspection control module is used for determining pipeline marks of inspection information based on a fire safety knowledge base, storing and analyzing the inspection information, planning an automatic inspection route, determining an automatic inspection key area and a key time period based on historical people flow information and controlling an inspection process;
the fire-fighting inspection module comprises a monitoring inspection unit, a manual inspection unit and an automatic inspection unit and is used for inspecting each inspection point;
the inspection recording module is used for recording the inspection times and the inspection time of each inspection point, and determining and reminding the next inspection time according to the inspection period of each inspection point;
and the inspection early warning module is used for judging whether an inspection abnormal point exists or not to perform fire protection early warning according to the inspection information analysis result.
According to the technical scheme, the fire protection knowledge base comprises fire protection partition information, safety evacuation information, inflammable and explosive information, electric safety information, storehouse safety information, fire protection inspection information, evacuation channel information, fire protection equipment information, fireproof door information and fire protection system information; the fire-fighting system comprises an alarm system, a fire-extinguishing system, a smoke-discharging system and the like;
according to the technical scheme, each piece of information in the fire safety knowledge base corresponds to a pipeline sign, the inspection points are matched with the fire safety knowledge base to determine the pipeline sign corresponding to each inspection point, the inspection information of each inspection point is transmitted to the pipeline corresponding to the inspection control module for storage and analysis according to the pipeline sign corresponding to the inspection point, the inspection control module is not required to classify the received inspection information, and the efficiency of inspection information analysis can be improved.
According to the technical scheme, the monitoring inspection unit inspects the monitoring inspection points in real time through the monitoring system in the area, and outputs monitoring inspection information to the pipeline corresponding to the inspection control module;
the automatic inspection unit is used for inspecting the automatic inspection points through the cooperation of the inspection robot, the edge server, the RFID and the sensor according to the inspection route planned in real time, and transmitting the automatic inspection result to the pipeline corresponding to the inspection control module;
the manual inspection unit is characterized in that a professional has a handheld terminal device to a specified manual inspection point for punching cards and inspecting, inspection information and inspection results of the manual inspection point are uploaded to the terminal device in at least two modes of photographing, video and text, and then the terminal device transmits the inspection information to a pipeline corresponding to an inspection control module, the inspection control module analyzes the uploaded picture information and judges whether the picture information is matched with the content of the uploaded text description, if the picture information is not matched with the content of the uploaded text description, the inspection control module sends an analysis result to the inspection control module, and a worker field determines whether the inspection point needs to be inspected for the second time, so that the false inspection result caused by inspection errors or application of the inspection personnel can be avoided to a certain extent, and the occurrence of fire hazards is reduced;
according to the technical scheme, at least one edge server is arranged in each merchant store, and at least one RFID is arranged at each automatic inspection point; the sensor comprises a smoke sensor, a smoke temperature composite detector and the like; the information of various sensors in the merchant is received through the edge server in the merchant store, so that the inspection robot can conveniently inspect the merchant as an inspection point, meanwhile, the data transmission is reduced to a certain extent, and the transmission and data processing capacity of the inspection robot are improved;
the inspection robot comprises an acquisition module, an RFID module and a center module, wherein the acquisition module is used for acquiring image information and edge server information, the RFID module is used for acquiring RFID information, the center module is used for storing and analyzing the information acquired by the acquisition module and the RFID module, and processing results are transmitted to the inspection control module.
According to the technical scheme, historical people flow information is obtained from the inspection control module, a time period with the historical people flow being larger than alpha is used as an automatic inspection key time period, and a region with the historical people flow being larger than beta in the automatic inspection key time period is used as an automatic inspection key region; li Yongzai ant colony algorithm plans automatic route of patrolling and examining, and the trend according to the people flow is the same with the trend of route of patrolling and examining in automatic key time quantum of patrolling and examining.
According to the technical scheme, the fire-fighting early warning mode comprises light warning, sound warning and short message telephone notification; the fire protection early warning also comprises a fire protection system and an emergency evacuation system.
The inspection method of the Internet of things equipment comprises the following steps of:
acquiring a market three-dimensional map, a monitoring layout map, historical people flow information and a fire safety knowledge base;
dividing the inspection points into monitoring inspection points, manual inspection points and automatic inspection points according to the monitoring layout diagram and the market three-dimensional diagram;
determining pipeline marks of inspection information based on a fire safety knowledge base, planning an automatic inspection route, and determining an automatic inspection key area and a key time period based on historical people flow information;
aiming at the monitoring inspection points, the manual inspection points and the automatic inspection points, based on a planned automatic inspection route, an automatic inspection key area and a key time period, the inspection control module is used for controlling the fire-fighting inspection module to inspect each inspection point, and the inspection result is transmitted to the inspection control module for corresponding pipeline processing according to the pipeline mark;
recording the inspection times and the inspection time of each inspection point, and determining and reminding the next inspection time according to the inspection period of each inspection point;
the inspection control module analyzes the inspection information in real time, and judges whether an inspection abnormal point exists or not to perform fire protection early warning according to the analysis result of the inspection information.
A patrol equipment of an internet of things equipment, comprising a patrol robot, an edge server, an RFID, a sensor, a memory, a processor and a computer program stored in the memory and executable on the processor, the processor implementing the steps of the system according to any one of claims 1 to 7 when the computer program is executed.
Compared with the prior art, the invention has the following beneficial effects: according to the invention, the fire-fighting hidden danger inspection points in the market are classified, inspection is carried out by utilizing different modes aiming at each type of inspection point, unified inspection management is carried out on fire-fighting safety in the market, real-time update of fire-fighting inspection information is realized, effective management and supervision are carried out on the inspection information and inspection period, fire-fighting early warning is realized by analyzing according to the inspection information, and fire-fighting hidden danger can be reduced.
Drawings
The accompanying drawings are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate the invention and together with the embodiments of the invention, serve to explain the invention. In the drawings:
fig. 1 is a schematic diagram of a composition structure of a patrol system of an internet of things device according to the present invention;
fig. 2 is a schematic flow chart of steps of a method for inspecting an internet of things device according to the present invention.
Detailed Description
The following description of the embodiments of the present invention will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present invention, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the invention without making any inventive effort, are intended to be within the scope of the invention.
Example 1
The invention provides the technical scheme that: an inspection system of an internet of things device, comprising:
the information acquisition module is used for acquiring a market three-dimensional graph, a monitoring layout graph, historical people flow information and a fire safety knowledge base, wherein the fire safety knowledge base comprises fire partition information, safety evacuation information, inflammable and explosive information, electric safety information, storehouse safety information, fire protection inspection information, evacuation channel information, fire protection equipment information, fire door information and fire protection system information;
the inspection point classification module is used for classifying inspection points which are in a monitoring range and do not need to be subjected to inspection operation as the monitoring inspection points according to the monitoring layout diagram and the market three-dimensional diagram, wherein the inspection points which need to be subjected to inspection operation in the rest inspection points are called manual inspection points, and the other inspection points are automatic inspection points;
the inspection control module is used for matching the inspection points with the fire safety knowledge base to determine pipeline marks corresponding to the inspection points, and transmitting the inspection information of the inspection points to pipelines corresponding to the inspection control module for storage and analysis according to the pipeline marks corresponding to the inspection points; based on the historical people flow information, taking a time period with the historical people flow more than alpha as an automatic inspection key time period, and taking a region with the historical people flow more than beta in the automatic inspection key time period as an automatic inspection key region; li Yongzai ant colony algorithm programs an automatic inspection route, the direction of the automatic inspection route is consistent with the direction of the overall trend of the real-time traffic in the automatic inspection key time period, and the automatic inspection route is planned and the inspection process is controlled;
the fire control inspection module comprises a monitoring inspection unit, a manual inspection unit and an automatic inspection unit, wherein the monitoring inspection unit inspects monitoring inspection points in real time through a monitoring system in the area, and outputs monitoring inspection information to a pipeline corresponding to the inspection control module; the automatic inspection unit is used for inspecting the automatic inspection points through the mutual matching of the inspection robot, the edge server, the RFID and the sensor according to the inspection route planned in real time, and transmitting the automatic inspection result to the pipeline corresponding to the inspection control module; the manual inspection unit is characterized in that a professional has a handheld terminal device to a specified manual inspection point for punching cards and inspection, inspection information and inspection results of the manual inspection point are uploaded to the terminal device in at least two modes of photographing, video and characters, and then the terminal device is transmitted to a pipeline corresponding to an inspection control module.
At least one edge server is arranged in each merchant store, and at least one RFID is arranged at each automatic inspection point; the inspection robot comprises an acquisition module, an RFID module and a center module, wherein the acquisition module is used for acquiring image information and edge server information, the RFID module is used for acquiring RFID information, the center module is used for storing and analyzing the information acquired by the acquisition module and the RFID module, and processing results are transmitted to the inspection control module.
The inspection recording module is used for recording the inspection times and the inspection time of each inspection point, and determining and reminding the next inspection time according to the inspection period of each inspection point;
the inspection early warning module is used for judging whether an inspection abnormal point exists or not to carry out fire warning according to the inspection information analysis result, and the fire warning mode comprises light warning, sound warning and short message telephone notification; the fire protection early warning also comprises a fire protection system and an emergency evacuation system.
Example 2
The method for inspecting the equipment of the Internet of things comprises the following steps:
acquiring a market three-dimensional map, a monitoring layout map, historical people flow information and a fire safety knowledge base;
dividing the inspection points into monitoring inspection points, manual inspection points and automatic inspection points according to the monitoring layout diagram and the market three-dimensional diagram;
determining pipeline marks of inspection information based on a fire safety knowledge base, planning an automatic inspection route, and determining an automatic inspection key area and a key time period based on historical people flow information;
aiming at the monitoring inspection points, the manual inspection points and the automatic inspection points, based on a planned automatic inspection route, an automatic inspection key area and a key time period, the inspection control module is used for controlling the fire-fighting inspection module to inspect each inspection point, and the inspection result is transmitted to the inspection control module for corresponding pipeline processing according to the pipeline mark;
recording the inspection times and the inspection time of each inspection point, and determining and reminding the next inspection time according to the inspection period of each inspection point;
the inspection control module analyzes the inspection information in real time, and judges whether an inspection abnormal point exists or not to perform fire protection early warning according to the analysis result of the inspection information.
It is noted that relational terms such as first and second, and the like are used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Moreover, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus.
Finally, it should be noted that: the foregoing description is only a preferred embodiment of the present invention, and the present invention is not limited thereto, but it is to be understood that modifications and equivalents of some of the technical features described in the foregoing embodiments may be made by those skilled in the art, although the present invention has been described in detail with reference to the foregoing embodiments. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims (9)

1. An inspection system of an internet of things device, comprising:
the information acquisition module is used for acquiring a three-dimensional map, a monitoring layout map, historical people flow information and a fire safety knowledge base of the market;
the inspection point classification module is used for classifying inspection points which are in a monitoring range and do not need to be subjected to inspection operation as the monitoring inspection points according to the monitoring layout diagram and the market three-dimensional diagram, wherein the inspection points which need to be subjected to inspection operation in the rest inspection points are called manual inspection points, and the other inspection points are automatic inspection points;
the inspection control module is used for determining pipeline marks of inspection information based on a fire safety knowledge base, storing and analyzing the inspection information, planning an automatic inspection route, determining an automatic inspection key area and a key time period based on historical people flow information and controlling an inspection process;
the fire-fighting inspection module comprises a monitoring inspection unit, a manual inspection unit and an automatic inspection unit and is used for inspecting each inspection point;
the inspection recording module is used for recording the inspection times and the inspection time of each inspection point, and determining and reminding the next inspection time according to the inspection period of each inspection point;
and the inspection early warning module is used for judging whether an inspection abnormal point exists or not to perform fire protection early warning according to the inspection information analysis result.
2. The inspection system of an internet of things device according to claim 1, wherein: the fire protection knowledge base comprises fire protection partition information, safety evacuation information, inflammable and explosive information, electric safety information, storehouse safety information, fire protection inspection information, evacuation channel information, fire protection equipment information, fireproof door information and fire protection system information.
3. The inspection system of an internet of things device according to claim 1, wherein: and each piece of information in the fire safety knowledge base corresponds to a pipeline mark, the inspection points are matched with the fire safety knowledge base to determine pipeline marks corresponding to the inspection points, and the inspection information of the inspection points is transmitted to the pipeline corresponding to the inspection control module for storage and analysis according to the pipeline marks corresponding to the inspection points.
4. The inspection system of an internet of things device according to claim 1, wherein:
the monitoring and inspection unit inspects the monitoring and inspection points in real time through a monitoring system in the area, and outputs monitoring and inspection information to the pipeline corresponding to the inspection control module;
the automatic inspection unit is used for inspecting the automatic inspection points through the cooperation of the inspection robot, the edge server, the RFID and the sensor according to the inspection route planned in real time, and transmitting the automatic inspection result to the pipeline corresponding to the inspection control module;
the manual inspection unit is characterized in that a professional has a handheld terminal device to a specified manual inspection point for punching cards and inspecting, inspection information and inspection results of the manual inspection point are uploaded to the terminal device in at least two modes of photographing, video and text, and then the terminal device transmits the inspection information and inspection results to a pipeline corresponding to the inspection control module.
5. The inspection system of an internet of things device according to claim 1, wherein:
at least one edge server is arranged in each merchant store, and at least one RFID is arranged at each automatic inspection point of the inspection points; the inspection robot comprises an acquisition module, an RFID module and a center module, wherein the acquisition module is used for acquiring image information and edge server information, the RFID module is used for acquiring RFID information, the center module is used for storing and analyzing the information acquired by the acquisition module and the RFID module, and processing results are transmitted to the inspection control module.
6. The inspection system of an internet of things device according to claim 1, wherein: based on the historical people flow information, taking a time period with the historical people flow more than alpha as an automatic inspection key time period, and taking a region with the historical people flow more than beta in the automatic inspection key time period as an automatic inspection key region; li Yongzai ant colony algorithm plans automatic route of patrolling and examining, and the direction of automatic route of patrolling and examining is unanimous with the direction of real-time people's flow overall trend in automatic key time quantum of patrolling and examining.
7. The inspection system of an internet of things device according to claim 1, wherein: the fire-fighting early warning mode comprises light warning, sound warning and short message telephone notification; the fire protection early warning also comprises a fire protection system and an emergency evacuation system.
8. The inspection method of the Internet of things equipment is characterized by comprising the following steps of:
acquiring a market three-dimensional map, a monitoring layout map, historical people flow information and a fire safety knowledge base;
dividing the inspection points into monitoring inspection points, manual inspection points and automatic inspection points according to the monitoring layout diagram and the market three-dimensional diagram;
determining pipeline marks of inspection information based on a fire safety knowledge base, planning an automatic inspection route, and determining an automatic inspection key area and a key time period based on historical people flow information;
aiming at the monitoring inspection points, the manual inspection points and the automatic inspection points, based on a planned automatic inspection route, an automatic inspection key area and a key time period, the inspection control module is used for controlling the fire-fighting inspection module to inspect each inspection point, and the inspection result is transmitted to the inspection control module for corresponding pipeline processing according to the pipeline mark;
recording the inspection times and the inspection time of each inspection point, and determining and reminding the next inspection time according to the inspection period of each inspection point;
the inspection control module analyzes the inspection information in real time, and judges whether an inspection abnormal point exists or not to perform fire protection early warning according to the analysis result of the inspection information.
9. A patrol equipment of an internet of things device, characterized by comprising a patrol robot, an edge server, an RFID, a sensor, a memory, a processor and a computer program stored in the memory and executable on the processor, the processor implementing the steps of the system according to any one of claims 1 to 7 when the computer program is executed.
CN202311508358.0A 2023-11-13 2023-11-13 Inspection method, system and equipment for Internet of things equipment Pending CN117496613A (en)

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Application Number Priority Date Filing Date Title
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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117824661A (en) * 2024-02-29 2024-04-05 中亿(深圳)信息科技有限公司 Security mobile detection method and system based on big data

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117824661A (en) * 2024-02-29 2024-04-05 中亿(深圳)信息科技有限公司 Security mobile detection method and system based on big data
CN117824661B (en) * 2024-02-29 2024-06-11 中亿(深圳)信息科技有限公司 Security mobile detection method and system based on big data

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