CN112565427B - Perspective intelligent pipeline inspection method and system - Google Patents
Perspective intelligent pipeline inspection method and system Download PDFInfo
- Publication number
- CN112565427B CN112565427B CN202011417927.7A CN202011417927A CN112565427B CN 112565427 B CN112565427 B CN 112565427B CN 202011417927 A CN202011417927 A CN 202011417927A CN 112565427 B CN112565427 B CN 112565427B
- Authority
- CN
- China
- Prior art keywords
- pipeline
- information
- module
- inspection
- target
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/02—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP]
- H04L67/025—Protocols based on web technology, e.g. hypertext transfer protocol [HTTP] for remote control or remote monitoring of applications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06K—GRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K17/00—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations
- G06K17/0022—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations arrangements or provisious for transferring data to distant stations, e.g. from a sensing device
- G06K17/0029—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations arrangements or provisious for transferring data to distant stations, e.g. from a sensing device the arrangement being specially adapted for wireless interrogation of grouped or bundled articles tagged with wireless record carriers
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T17/00—Three dimensional [3D] modelling, e.g. data description of 3D objects
- G06T17/05—Geographic models
-
- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME 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
- G07C1/00—Registering, indicating or recording the time of events or elapsed time, e.g. time-recorders for work people
- G07C1/20—Checking timed patrols, e.g. of watchman
-
- G—PHYSICS
- G08—SIGNALLING
- G08C—TRANSMISSION SYSTEMS FOR MEASURED VALUES, CONTROL OR SIMILAR SIGNALS
- G08C17/00—Arrangements for transmitting signals characterised by the use of a wireless electrical link
- G08C17/02—Arrangements for transmitting signals characterised by the use of a wireless electrical link using a radio link
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/52—Network services specially adapted for the location of the user terminal
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
- H04W4/029—Location-based management or tracking services
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/30—Services specially adapted for particular environments, situations or purposes
- H04W4/38—Services specially adapted for particular environments, situations or purposes for collecting sensor information
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/80—Services using short range communication, e.g. near-field communication [NFC], radio-frequency identification [RFID] or low energy communication
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Physics & Mathematics (AREA)
- Signal Processing (AREA)
- General Physics & Mathematics (AREA)
- Software Systems (AREA)
- Geometry (AREA)
- Theoretical Computer Science (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- Medical Informatics (AREA)
- General Health & Medical Sciences (AREA)
- Remote Sensing (AREA)
- Health & Medical Sciences (AREA)
- Computer Graphics (AREA)
- Testing Or Calibration Of Command Recording Devices (AREA)
Abstract
The application discloses perspective intelligent pipeline inspection method and system, and the method comprises the following steps: determining the geographical position of a target pipeline through satellite positioning, and displaying 2-dimensional and 3-dimensional spatial information of pipeline information near the geographical position; positioning local space information of a target pipeline and carrying out visual display; acquiring historical state information related to the target pipeline through a cloud platform, and acquiring real-time state information of the target pipeline at the same time; and automatically shooting a scene picture of the target pipeline, and storing and wirelessly uploading the scene picture to a cloud platform to finish automatic inspection operation by combining the real-time state information of the sensing equipment. The invention realizes the visual intelligent perception of the on-site pipeline full state, can realize automatic pipeline inspection, avoids the difficulty of manual inspection and has high inspection efficiency. And by utilizing a cloud service technology, calling of pipeline historical data is realized, and a basis is provided for management, maintenance and engineering construction decision of the pipeline by combining data information of routing inspection.
Description
Technical Field
The application relates to the field, in particular to a perspective intelligent pipeline inspection method and system.
Background
The inspection and maintenance of underground pipelines are important components of pipeline safety supervision. The pipeline inspection maintenance is to report the running state of the pipeline by performing daily inspection on the comprehensive pipeline through an inspection personnel operating inspection terminal, and report alarm information when an abnormality is found. Therefore, the guidance of maintenance troubleshooting is realized, potential safety hazards are timely eliminated, the safety accident risk of the underground pipeline is controlled, and the daily operation information of the pipeline is provided for the emergency handling of the accident. The safety of pipe networks and facilities can be endangered under the influence of factors such as municipal construction, illegal excavation, rough construction, illegal occupation and the like. From the past accident analysis, most accidents occur in a process, and can be found in time and taken to take measures to treat or prevent, so that the accidents are effectively prevented or the loss is limited within a minimum range. The management of the inspection work of pipelines and auxiliary facilities aims to reduce risk cost, improve operation and maintenance efficiency and manage level. The main management difficulties of the current routing inspection work are three:
(1) The running condition of pipeline and accessory facility, the unable convenient and reliable record of operational parameter are filed, and the well lid is comparatively weighed, and it is comparatively difficult that inspection personnel switch well lid work, influence efficiency of patrolling and examining, and there is the injured risk in the switch well lid simultaneously.
(2) The historical data such as the running conditions, the running parameters and the like of pipelines and auxiliary facilities cannot be effectively utilized, the query is inconvenient, the statistical analysis of the historical data cannot be effectively carried out, and effective data support is difficult to provide for the decision.
(3) The pipeline routing and state information around the pipeline well cannot be comprehensively mastered, and the decision is not convenient to be made when leakage or damage accidents happen.
Therefore, there is a need to improve the quality of inspection work by means of modern new technologies.
Disclosure of Invention
In order to solve the problems in the prior art, the embodiment of the application adopts the following technical scheme:
the embodiment of the application provides a perspective intelligent pipeline inspection method, which comprises the following steps:
determining the geographical position of a target pipeline through satellite positioning, and displaying 2-dimensional and 3-dimensional spatial information of pipeline information near the geographical position;
reading RFID tags below the well covers in the geographic positions, positioning local spatial information of the target pipeline, and performing visual display;
acquiring historical state information related to the target pipeline through a cloud platform, and simultaneously awakening sensing equipment in a pipe well where the target pipeline is located to acquire real-time state information of the target pipeline;
and automatically shooting a scene picture of the target pipeline, forming inspection information by combining the real-time state information of the sensing equipment, storing and wirelessly uploading the inspection information to a cloud platform to finish automatic inspection operation.
Preferably, the displaying of 2-dimensional and 3-dimensional spatial information of the pipeline information near the geographic location is specifically: and displaying 2-dimensional and 3-dimensional spatial information of at least pipe network arrangement topological graph, pipe usage, pipe spacing and pipe flow direction in the vicinity of the geographic position.
Preferably, read the RFID label of each well lid below of geographical position, the local spatial information of location target pipeline to visual show, specifically be to visual show to the local spatial information of at least pipeline classification, pipeline degree of depth, pipeline length, pipe diameter, valve installation, connecting piece installation, pipeline cross section, pipeline vertical section of target pipeline.
Preferably, the historical status information related to the target pipeline is acquired through a cloud platform, and the historical status information at least includes: pipeline construction age information, pipeline use information, pipeline change information, and pipeline failure information.
Preferably, the inside sensing equipment of the pipe well of the target pipeline is waken up on site in a wireless communication mode to acquire real-time state information of the target pipeline, which specifically comprises: awakening the tube well internal sensing equipment of the target pipeline on site through any wireless communication mode of Bluetooth, loRa, zigbee and NB-IOT, and acquiring real-time state information of at least temperature, humidity, pressure, flow rate, liquid level, material level, vibration and displacement of the target pipeline.
Preferably, the patrol information is stored and uploaded to a cloud platform through a 4G, 5G or WIFI communication mode to complete patrol operation.
The embodiment of the application still provides a system is patrolled and examined to perspective intelligence pipeline, including the cloud platform server of installing underground pipe network management database system for PAD module that the pipeline was patrolled and examined and the sensor that sets up on the pipeline, install the RFID label in the well lid below, the PAD module includes CPU treater and satellite positioning module, pipeline communication module, telecommunication module, graphic display module, storage module, camera module, power module, the RFID module of being connected with the CPU treater electricity.
Preferably, the sensors comprise at least a temperature sensor, a humidity sensor, a pressure sensor, a flow rate sensor, a level sensor, a vibration sensor, a displacement sensor.
Preferably, the pipeline communication module is any one of a bluetooth module, a LoRa module, a Zigbee module, and an NB-IOT module.
Preferably, the remote communication module is a 4G module, a 5G module or a WIFI module.
The embodiment of the application adopts at least one technical scheme which can achieve the following beneficial effects:
according to the invention, the automatic acquisition of sensor data of the underground pipeline network system is realized through a sensor detection technology, an image recognition technology and an RFID recognition technology, the visual intelligent sensing of the on-site pipeline full state is realized by combining a GPS technology, a GIS geographic information technology, a Web technology and a multimedia information technology, the automatic pipeline inspection can be realized, the difficulty of manual inspection is avoided, and the inspection efficiency is high. And by utilizing a cloud service technology, calling of pipeline historical data is realized, and a basis is provided for management, maintenance and engineering construction decision of the pipeline by combining data information of routing inspection.
Drawings
The accompanying drawings, which are included to provide a further understanding of the application and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the application and together with the description serve to explain the application and not to limit the application. In the drawings:
FIG. 1 is a flow chart of a perspective intelligent pipeline inspection method according to the present invention;
FIG. 2 is a schematic block diagram of a perspective intelligent pipeline inspection system according to the present invention;
FIG. 3 is a perspective view of a pipeline in an embodiment of the invention;
fig. 4 is a schematic diagram of a statistical page of pipeline real-time status sensing data obtained by the device connected to the cloud platform according to the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present application more apparent, the technical solutions of the present application will be described in detail and completely with reference to the following specific embodiments of the present application and the accompanying drawings. It should be apparent that the described embodiments are only a few embodiments of the present application, and not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present application.
The technical solutions provided by the embodiments of the present application are described in detail below with reference to the accompanying drawings.
Example 1
As shown in fig. 1, a perspective intelligent pipeline inspection method includes the following steps:
determining the geographical position of a target pipeline through satellite positioning, and displaying 2-dimensional and 3-dimensional spatial information of pipeline information near the geographical position;
reading RFID tags below the well covers of the geographical position of the target pipeline, positioning local space information of the target pipeline, and performing visual display;
the method comprises the steps that a cloud platform is connected to obtain historical state information related to a target pipeline, and meanwhile, sensing equipment inside a pipe well where the target pipeline is located is awakened to obtain real-time state information of the target pipeline;
the scene picture of the target pipeline is automatically shot, the inspection information is formed by combining the real-time state information of the sensing equipment, and the inspection information is stored and wirelessly uploaded to the cloud platform to complete automatic inspection operation.
The cloud platform is a server provided with an urban underground pipe network information management system, and 2-dimensional and 3-dimensional imaging data are established by satellite positioning technology, GIS technology, web technology and the like according to relevant data information of the urban underground pipe network while the urban underground pipe network is established. The underground pipe network management database system specifically includes area arrangement information, burying information, usage information, pipeline flow direction information, and the like of the pipe network. The method can realize full-automatic update of underground pipeline data from two dimensions to three dimensions, background server software can continuously detect whether the latest pipeline data enters the database, and automatically perform three-dimensional modeling and update on the newly-stored pipeline into a three-dimensional system, so that a three-dimensional scene and a two-dimensional scene are automatically kept synchronous. The construction of the three-dimensional geographic environment and the integrated browsing, inquiring, counting, analyzing and assistant decision making of the underground and the ground can be realized, wherein the integrated browsing, inquiring, counting, analyzing and assistant decision making comprises the construction of landforms, roads and place names and the construction of urban underground and the ground three-dimensional space. The three-dimensional underground pipelines can be browsed, and the distribution conditions of the underground pipelines and the spatial position relationship between the underground pipelines can be intuitively known.
On the basis of an urban underground pipe network information management system, the invention detects the real-time state information of the pipe network by arranging the sensors on the underground pipe network, automatically collects the position information and the real-time state information of the pipelines through the RFID technology, uploads the position information and the real-time state information to the cloud platform through the remote wireless communication technology, fuses with the pipe network information in the underground pipe network information management system, and provides powerful data support for automatic routing inspection and accurate routing inspection.
During inspection, the invention adopts the principle of subdividing from the whole to the local one by one. Firstly, the geographical position of a target pipeline is determined through GPS or Beidou positioning, and 2-dimensional and 3-dimensional spatial information display is carried out on the pipeline information near the geographical position. The target pipeline is positioned in a subarea, and pipeline information such as a pipe network arrangement topological graph, pipeline application, pipeline spacing, pipeline flow direction and the like of the subarea is displayed by 2-dimensional and 3-dimensional spatial information.
And then, reading RFID tags below the well lids of the geographical position of the target pipeline, and when the RFID tag information is matched with the target pipeline information, positioning the target pipeline, positioning the local space information of the target pipeline, and performing visual display. The local spatial information of the target pipeline is specifically the pipeline type, the pipeline depth, the pipeline length, the pipe diameter, the valve installation, the connecting piece installation, the pipeline cross section, the pipeline longitudinal section and the like. As shown in fig. 3, which is a perspective view of the pipeline, the arrangement relationship, the structural configuration, etc. inside the pipeline can be intuitively understood through the visualized local spatial information.
Then, the connection cloud platform acquires historical state information related to the target pipeline, wherein the historical state information at least comprises: pipeline construction year information, pipeline use information, pipeline change information, and pipeline failure information. The historical state information provides reference data for routing inspection, so that the routing inspection is more targeted and comparable. For example, the relationship that a certain pipeline is burst, a certain pipeline valve is failed, a certain pipeline is replaced, other purposes are added near the certain pipeline, and the like can be inquired. If the historical state information of the pipeline is faulty, the inspection can be emphasized and the risk of recurrence of the fault can be evaluated. Conversely, if a pipeline failure occurs in a region, the pipeline may be heavily polled for failures or changes in the historical state information of the pipeline.
And then, awakening the sensing equipment inside the pipe well of the target pipeline on site in a wireless communication mode to acquire real-time state information of the target pipeline. Because the PAD obtains pipe network data in a short distance, sensing detection data transmission is generally carried out by adopting the modes of Bluetooth, loRa, zigbee, NB-IOT and the like. The sensor data in the pipe network is acquired by the data acquisition card, the DTU and other devices, and is communicated with the PAD through the communication module on the data acquisition card, the DTU and other devices. The sensing data of the pipe network generally includes temperature, humidity, pressure, electric quantity, flow velocity, liquid level, material level, vibration, displacement and the like, and the sensing information can reflect the real-time state of the pipeline and provide direct data reference for inspection and maintenance, as shown in fig. 4, the invention is a schematic diagram of a statistical page of the sensing data of the real-time state of the pipeline obtained by connecting the equipment with a cloud platform.
And finally, automatically shooting a scene picture of the target pipeline through the PAD, and uploading the scene picture to a cloud platform to finish the inspection operation in a 4G, 5G or WIFI communication mode by combining the sensing data of the sensing equipment. When the space analysis is needed on site, analysis work such as section, distance measurement, excavation and the like is completed by invoking the operation service of the cloud platform, and a thematic map is formed. The data are combined with historical information data of the pipe network, and basis is provided for operation analysis, maintenance, later construction decision and the like of the pipe network.
Example 2
As shown in fig. 2, the invention further provides a perspective intelligent pipeline inspection system, which comprises a cloud platform server provided with an underground pipe network management database system, a PAD module for pipeline inspection, a sensor arranged on a pipeline and an RFID tag arranged below a well cover, wherein the PAD module comprises a CPU processor, and a satellite positioning module, a pipeline communication module, a remote communication module, a graphic display module, a storage module, a camera module, a power supply module and an RFID module which are electrically connected with the CPU processor.
The cloud platform server provided with the underground pipe network management database system establishes the urban underground pipe network, and meanwhile, 2-dimensional and 3-dimensional imaging data are established by the relevant data information of the urban underground pipe network through a satellite positioning technology, a GIS technology, a Web technology and the like. The underground pipe network management database system specifically includes area arrangement information, burying information, usage information, pipeline flow direction information, and the like of the pipe network. The method can realize full-automatic update of underground pipeline data from two dimensions to three dimensions, the background server software can continuously detect whether the latest pipeline data enter the database, and automatically perform three-dimensional modeling and update on the newly-stored pipeline into a three-dimensional system, so that a three-dimensional scene and a two-dimensional scene are automatically kept synchronous. The method realizes the construction of the three-dimensional geographic environment and the integrated browsing, inquiry, statistics, analysis and auxiliary decision-making of the underground and overground parts, including the construction of the landform, the road and the place name as well as the urban underground and overground three-dimensional space. The three-dimensional underground pipeline can be browsed, and the distribution condition of the underground pipeline and the spatial position relation between the underground pipeline and the underground pipeline can be intuitively known.
The sensors at least comprise a temperature sensor, a humidity sensor, a pressure sensor, a flow rate sensor, a liquid level sensor, a material level sensor, a vibration sensor and a displacement sensor, and are used for acquiring the temperature, the humidity, the pressure, the flow rate, the liquid level, the material level, the vibration, the displacement and the like of the underground pipe network, and the sensing information can reflect the real-time state of the pipeline and provide direct data reference for inspection and maintenance.
The RFID module is used for carrying out non-contact data communication between the reader and the tag to achieve the aim of identifying a target. After the tag enters the reader, the tag receives a radio frequency signal sent by the reader, the data information stored in the chip is sent out by means of the energy obtained by the induced current, or a signal with a certain frequency is actively sent out by the tag, and the reader reads the information and decodes the information and sends the information to a central information system for related data processing. The data identification is simple and convenient, and the automatic identification of the three-dimensional space is realized.
The pipeline communication module is any one of a Bluetooth module, a LoRa module, a Zigbee module and an NB-IOT module, and the short-distance wireless transmission and acquisition of the data of the pipe network sensor are realized.
The remote communication module is a 4G module, a 5G module or a WIFI module, and data communication between the PAD and the remote cloud platform database server is achieved.
In addition, the CPU processor is a single chip microcomputer, an ARM processor and the like, the satellite positioning module is a Beidou positioning module or a GPS positioning module, the graphic display module is a liquid crystal display screen, and the storage module is a data storage device.
In summary, the invention realizes automatic acquisition of sensor data of the underground pipeline network system through the sensor detection technology, the image recognition technology and the RFID recognition technology, and realizes visual intelligent perception of the on-site pipeline full state by combining the GPS technology, the GIS geographic information technology, the Web technology and the multimedia information technology, thereby realizing automatic pipeline inspection, avoiding the difficulty of manual inspection and having high inspection efficiency. And by utilizing a cloud service technology, calling of historical data of the pipeline is realized, and a basis is provided for management, maintenance and engineering construction decision of the pipeline by combining data information of routing inspection.
The above description is only an example of the present application and is not intended to limit the present application. Various modifications and changes may occur to those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present application should be included in the scope of the claims of the present application.
Claims (2)
1. A perspective intelligent pipeline inspection method is characterized by comprising the following steps:
2, 3-dimensional imaging data are established based on underground pipeline data of an underground pipe network information management system, new pipeline data enter at the same time, and the newly-put pipeline data are automatically updated to a three-dimensional system after three-dimensional modeling is carried out on the newly-put pipeline data, so that a three-dimensional scene and a two-dimensional scene are automatically kept synchronous;
determining the geographical position of a target pipeline through satellite positioning, and displaying 2-dimensional and 3-dimensional spatial information of the pipeline information near the geographical position, specifically displaying 2-dimensional and 3-dimensional spatial information of at least a pipe network arrangement topological graph, pipeline purposes, pipeline intervals and pipeline flow directions near the geographical position;
read the RFID label of each well lid below of geographical position fixes a position the local spatial information of target pipeline to visual show specifically does: visually displaying local spatial information of at least pipeline type, pipeline depth, pipeline length, pipe diameter, valve installation, connecting piece installation, pipeline cross section and pipeline longitudinal section of a target pipeline;
acquiring historical state information related to the target pipeline through a cloud platform, and simultaneously awakening sensing equipment in a pipe well where the target pipeline is located to acquire real-time state information of the target pipeline; wherein the historical state information includes at least: pipeline construction year information, pipeline use information, pipeline change information and pipeline fault information; awakening the sensing equipment inside the tube well of the target pipeline on site in any wireless communication mode of Bluetooth, loRa, zigbee and NB-IOT to acquire real-time state information of at least temperature, humidity, pressure, flow rate, liquid level, material level, vibration and displacement of the target pipeline;
automatically shooting a scene picture of a target pipeline, combining the real-time state information of the sensing equipment to form inspection information, storing and wirelessly uploading the inspection information to a cloud platform to complete automatic inspection operation; and the inspection information is stored and uploaded to a cloud platform in a 4G, 5G or WIFI communication mode to complete automatic inspection operation.
2. The system for realizing the perspective intelligent pipeline inspection method according to claim 1 is characterized by comprising a cloud platform server provided with an underground pipe network management database system, a PAD module for pipeline inspection, a sensor arranged on a pipeline and an RFID tag arranged below a well cover, wherein the PAD module comprises a CPU (Central processing Unit) processor, and a satellite positioning module, a pipeline communication module, a remote communication module, a graphic display module, a storage module, a camera module, a power supply module and an RFID module which are electrically connected with the CPU processor;
the sensors at least comprise a temperature sensor, a humidity sensor, a pressure sensor, a flow rate sensor, a liquid level sensor, a vibration sensor and a displacement sensor;
the pipeline communication module is any one of a Bluetooth module, a LoRa module, a Zigbee module and an NB-IOT module;
the remote communication module is a 4G module, a 5G module or a WIFI module.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202011417927.7A CN112565427B (en) | 2020-12-07 | 2020-12-07 | Perspective intelligent pipeline inspection method and system |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202011417927.7A CN112565427B (en) | 2020-12-07 | 2020-12-07 | Perspective intelligent pipeline inspection method and system |
Publications (2)
Publication Number | Publication Date |
---|---|
CN112565427A CN112565427A (en) | 2021-03-26 |
CN112565427B true CN112565427B (en) | 2023-04-07 |
Family
ID=75059375
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202011417927.7A Active CN112565427B (en) | 2020-12-07 | 2020-12-07 | Perspective intelligent pipeline inspection method and system |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN112565427B (en) |
Families Citing this family (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN113506015A (en) * | 2021-07-24 | 2021-10-15 | 杭州越歌科技有限公司 | Construction method and system of underground pipe network |
CN114360089A (en) * | 2021-07-29 | 2022-04-15 | 广西电网有限责任公司南宁供电局 | Equipment inspection method, device, equipment and medium for power distribution switch room |
CN114413184B (en) * | 2021-12-31 | 2024-01-02 | 北京无线电计量测试研究所 | Intelligent pipeline, intelligent pipeline management system and leak detection method thereof |
CN115330266B (en) * | 2022-10-11 | 2022-12-20 | 北京博雅灵动信息科技有限公司 | Urban underground pipeline asset management method and system |
Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103985008A (en) * | 2014-05-07 | 2014-08-13 | 江苏宁克传感器科技有限公司 | Intelligent monitoring system of city underground pipeline |
CN104539653A (en) * | 2014-12-04 | 2015-04-22 | 北京博大网信科技发展有限公司 | Comprehensive urban tube well management system and method based on wireless sensor network |
CN104680614A (en) * | 2015-03-16 | 2015-06-03 | 四川航天系统工程研究所 | Pipeline inspection and flash measurement system based on Beidou |
CN105388506A (en) * | 2015-12-25 | 2016-03-09 | 北京无线电计量测试研究所 | Positioning apparatus and positioning method for positioning underground pipeline |
CN106683372A (en) * | 2016-11-23 | 2017-05-17 | 北京无线电计量测试研究所 | Underground pipeline sensing signal collecting and positioning device and system |
CN206210030U (en) * | 2016-11-24 | 2017-05-31 | 北京绿恩圆通科技有限公司 | A kind of visual intelligent oil-gas pipeline logging |
CN207663460U (en) * | 2017-12-07 | 2018-07-27 | 宁波蓝科电子工程有限公司 | A kind of visual intelligent inspection monitoring platform |
CN109217163A (en) * | 2018-09-11 | 2019-01-15 | 贵州电网有限责任公司 | Urban electric power cable comprehensive monitoring and intelligent operational system based on geographical location |
CN211529214U (en) * | 2020-01-02 | 2020-09-18 | 河北天元地理信息科技工程有限公司 | Pipeline inspection device |
Family Cites Families (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US9721448B2 (en) * | 2013-12-20 | 2017-08-01 | Massachusetts Institute Of Technology | Wireless communication systems for underground pipe inspection |
-
2020
- 2020-12-07 CN CN202011417927.7A patent/CN112565427B/en active Active
Patent Citations (9)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN103985008A (en) * | 2014-05-07 | 2014-08-13 | 江苏宁克传感器科技有限公司 | Intelligent monitoring system of city underground pipeline |
CN104539653A (en) * | 2014-12-04 | 2015-04-22 | 北京博大网信科技发展有限公司 | Comprehensive urban tube well management system and method based on wireless sensor network |
CN104680614A (en) * | 2015-03-16 | 2015-06-03 | 四川航天系统工程研究所 | Pipeline inspection and flash measurement system based on Beidou |
CN105388506A (en) * | 2015-12-25 | 2016-03-09 | 北京无线电计量测试研究所 | Positioning apparatus and positioning method for positioning underground pipeline |
CN106683372A (en) * | 2016-11-23 | 2017-05-17 | 北京无线电计量测试研究所 | Underground pipeline sensing signal collecting and positioning device and system |
CN206210030U (en) * | 2016-11-24 | 2017-05-31 | 北京绿恩圆通科技有限公司 | A kind of visual intelligent oil-gas pipeline logging |
CN207663460U (en) * | 2017-12-07 | 2018-07-27 | 宁波蓝科电子工程有限公司 | A kind of visual intelligent inspection monitoring platform |
CN109217163A (en) * | 2018-09-11 | 2019-01-15 | 贵州电网有限责任公司 | Urban electric power cable comprehensive monitoring and intelligent operational system based on geographical location |
CN211529214U (en) * | 2020-01-02 | 2020-09-18 | 河北天元地理信息科技工程有限公司 | Pipeline inspection device |
Non-Patent Citations (2)
Title |
---|
城市"生命线"的守护神——智慧管网项目介绍;王旭;《军民两用技术与产品》;20190715;第22-23页 * |
城市排水管道监测及巡检系统设计与实现;徐智勇等;《云南水力发电》;20181015(第05期);全文 * |
Also Published As
Publication number | Publication date |
---|---|
CN112565427A (en) | 2021-03-26 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN112565427B (en) | Perspective intelligent pipeline inspection method and system | |
US8063792B2 (en) | Field service and meter reading devices with GPS functionality | |
CN108133522B (en) | Pipe gallery inspection method and system | |
CN106683372B (en) | Underground pipeline sensing signal acquisition positioning device and system | |
CN103543706A (en) | Drainage internet-of-things system | |
CN105223890A (en) | Based on the Urban Underground pipe gallery water supply line online monitoring system of GPRS | |
CN105118106A (en) | Electric power inspection handheld terminal, inspection circuit obtaining method and circuit inspection method | |
CN104865874A (en) | Intelligent agricultural machine management system and method based on Beidou navigation | |
CN116298701B (en) | Power distribution network fault detection method and related device based on digital twin system | |
CN112581318A (en) | Construction safety early warning system based on BIM and positioning technology integration | |
KR101958441B1 (en) | System for digging, construction, safety management of country life line using electronic display device and AR | |
CN202167063U (en) | Onsite operation safety control system | |
CN105351754A (en) | Urban underground comprehensive pipe gallery intelligent monitoring system | |
CN103985008A (en) | Intelligent monitoring system of city underground pipeline | |
CN105894209A (en) | RFID-based cable management system | |
CN110909104A (en) | Integrated pipe gallery operation management monitoring platform interactive system based on BIM and GIS | |
CN102025196A (en) | Service oriented architecture (SOA)-based grid equipment monitoring and failure positioning wireless system | |
CN108921239A (en) | Duct size information monitoring system based on two dimensional code | |
CN111275580A (en) | Power distribution network cable positioning monitoring method | |
JP2019507893A (en) | On-site exploration training method of virtual accident base radiation emergency | |
JP2012088907A (en) | Facility maintenance information management device and facility maintenance information management system | |
CN107545373A (en) | A kind of municipal information analysis and security evaluation management system | |
CN103106619A (en) | Management method, management device, management server and management system based on energy measurement device | |
CN114362817A (en) | Automatic operation and maintenance system for closed-loop automatic optical cable line | |
CN109711500B (en) | Safety helmet type inspection terminal, transformer substation inspection system with safety helmet type inspection terminal and inspection method using system |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
GR01 | Patent grant | ||
GR01 | Patent grant |