CN107888887A - A kind of video monitoring method for early warning and system for monitoring gas pipeline damage from third-party - Google Patents

A kind of video monitoring method for early warning and system for monitoring gas pipeline damage from third-party Download PDF

Info

Publication number
CN107888887A
CN107888887A CN201711253329.9A CN201711253329A CN107888887A CN 107888887 A CN107888887 A CN 107888887A CN 201711253329 A CN201711253329 A CN 201711253329A CN 107888887 A CN107888887 A CN 107888887A
Authority
CN
China
Prior art keywords
gas pipeline
video
digging machine
background server
monitoring
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.)
Pending
Application number
CN201711253329.9A
Other languages
Chinese (zh)
Inventor
陈运文
陆涵
赵水根
左广宇
张姝丽
杜琳琳
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Shenzhen Gas Corp Ltd
Original Assignee
Shenzhen Gas Corp Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Shenzhen Gas Corp Ltd filed Critical Shenzhen Gas Corp Ltd
Priority to CN201711253329.9A priority Critical patent/CN107888887A/en
Publication of CN107888887A publication Critical patent/CN107888887A/en
Pending legal-status Critical Current

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04NPICTORIAL COMMUNICATION, e.g. TELEVISION
    • H04N7/00Television systems
    • H04N7/18Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F17STORING OR DISTRIBUTING GASES OR LIQUIDS
    • F17DPIPE-LINE SYSTEMS; PIPE-LINES
    • F17D5/00Protection or supervision of installations
    • F17D5/02Preventing, monitoring, or locating loss
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/40Scenes; Scene-specific elements in video content

Landscapes

  • Engineering & Computer Science (AREA)
  • Multimedia (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • General Engineering & Computer Science (AREA)
  • Signal Processing (AREA)
  • Alarm Systems (AREA)

Abstract

The embodiment of the invention discloses a kind of video monitoring method for early warning for monitoring gas pipeline damage from third-party and system, method to include:Video camera gathers the monitor video around gas pipeline in real time, and the monitor video of collection is transmitted through the network into background server;Monitor video is identified background server, is judged according to recognition result in monitor video with the presence or absence of the digging machine for threatening gas pipeline safety;If the digging machine for threatening gas pipeline safety be present, background server performs alarm operation.The embodiment of the present invention automatically analyzes by real time to being monitored around gas pipeline, and to monitoring, after the digging machine for threatening gas pipeline safety is analyzed, is alarmed in real time, improves the security of gas pipeline.

Description

A kind of video monitoring method for early warning and system for monitoring gas pipeline damage from third-party
Technical field
The present invention relates to intelligent identification technology field, more particularly to a kind of video prison for monitoring gas pipeline damage from third-party Control method for early warning and system.
Background technology
With the rapid development of social economy and science and technology, economic prosperity, modernization science and technology obtains increasingly It is widely applied.With modern high technology technological means, by using monitoring system, various scene letters in real time, are intuitively provided Breath, for raising the management level, monitoring production and machine operation, strengthen security defence, eliminate accident potential, prevent accident Occur, suffer from irreplaceable important function, be that enterprise steps into one of important symbol of modern management.Keep the safety in production simultaneously Concept be rooted in the hearts of the people, requirement of the people to safety in production also more and more higher.Due to the improper construction or daily in building site Pavement excavation is lack of standardization, occurs that the broken gas pipeline situation of digging causes huge economic loss during construction, how to prevent The generation of the such event of model, accomplish to understand the effect that key is played in timely inspection processing in real time.Due to the building-site engineering time Uncertainty, the weakness of the construction consciousness of part workmen, so as to easily cause the destroyed of gas pipeline.2017, Because third party building site gas pipeline malicious event occurs 8 altogether, wherein 7 are caused by digging machine.
In the monitoring of the gas pipeline of prior art, video camera is installed near gas pipeline, but specifically monitor Video analysis, extraction, early warning, alarm, retrieval and fault diagnosis etc. reason need of work are accomplished manually.Therefore in the prior art The monitoring of gas pipeline is mainly monitored and analyzed come the picture shot to video camera by people, expends substantial amounts of manpower thing Power, and recognition speed during manual identified is slow, it is impossible to the threat such as the digging machine operation in third party building site is handled in time fires The potential safety hazard of feed channel, do not possess monitoring and early warning function.
Therefore, prior art has yet to be improved and developed.
The content of the invention
In view of above-mentioned the deficiencies in the prior art, it is an object of the invention to provide one kind to monitor gas pipeline damage from third-party Video monitoring method for early warning and system, it is intended to the monitoring for solving gas pipeline in the prior art expends substantial amounts of manpower and materials, Do not possess the problem of monitoring and early warning function.
Technical scheme is as follows:
A kind of video monitoring method for early warning for monitoring gas pipeline damage from third-party, applied to the monitoring for being equiped with video camera The video monitoring early warning system of gas pipeline damage from third-party, methods described include:
Video camera gathers the monitor video around gas pipeline in real time, and the monitor video of collection is transmitted through the network to Background server;
Monitor video is identified background server, is judged according to recognition result in monitor video with the presence or absence of threat combustion The digging machine of feed channel safety;
If the digging machine for threatening gas pipeline safety be present, background server performs alarm operation.
Alternatively, monitor video is identified the background server, judged according to recognition result be in monitor video The no digging machine that threat gas pipeline safety be present, including:
Background server learns to monitor video, and the background model of video image is established according to learning outcome;
If background server, which detects, mobile object occurs in video image, judge whether mobile object meets default warning Condition;
If so, then mobile object is digging machine, and the digging machine for threatening gas pipeline safety in monitor video be present.
Alternatively, it is described that the monitor video of collection is transmitted through the network to background server, be specially:
The monitor video of collection is transmitted to background server by 4G mobile networks and fixed IP network.
Alternatively, the video camera gathers the monitor video around gas pipeline in real time, and the monitor video of collection is led to Before crossing network transmission to background server, including:
The warning region and Alert condition of gas pipeline are configured in advance.
Alternatively, if described have the digging machine for threatening gas pipeline safety, it is specific that background server performs alarm operation For:
If background server detects mobile object to threaten the digging machine of gas pipeline safety, and the digging machine is in security area In domain, while digging machine meets the Alert condition, then background server is tracked to digging machine, and according to the rule of default setting Triggering alarm.
Alternatively, the Alert condition is when digging machine stops in warning region or meets that the digging machine of default Alert condition enters Enter warning region.
Alternatively, when the Alert condition is that digging machine stops in warning region,
The background server is tracked to digging machine, and according to the rule triggering alarm of default setting, including:
Background server obtains the image and video of camera acquisition, sends image and video to command centre, and to finger Wave center prompts warning message.
Alternatively, the digging machine operation in the third party building site enters warning region for the digging machine of the default Alert condition of satisfaction When,
The background server is tracked to digging machine, and according to the rule triggering alarm of default setting, including:
Background server obtains the image of camera acquisition, and the digging into warning region is indicated in the image of collection Machine, identifies its movement locus, is tracked automatically and prompts warning message to command centre.
Another embodiment of the present invention additionally provides a kind of video monitoring early warning system for monitoring gas pipeline damage from third-party, Characterized in that, the system includes:
Video camera, for gathering the monitor video around gas pipeline in real time, and the monitor video of collection is passed through into network Transmit to background server;
Background server, for monitor video to be identified, judge to whether there is in monitor video according to recognition result Threaten the digging machine of gas pipeline safety;If the digging machine for threatening gas pipeline safety be present, background server performs alarm operation;
The video camera is attached with the background server by network.
Another embodiment of the present invention additionally provides a kind of non-volatile computer readable storage medium storing program for executing, it is characterised in that The non-volatile computer readable storage medium storing program for executing is stored with computer executable instructions, and the computer executable instructions are by one Or during multiple computing devices, it may be such that the above-mentioned method of one or more of computing devices.
Beneficial effect:The invention discloses a kind of video monitoring method for early warning for monitoring gas pipeline damage from third-party and it is System, automatically analyzed by real time to being monitored around gas pipeline, and to monitoring, gas pipeline safety is threatened when analyzing Digging machine after, and alarmed according to the rule of advance setting (march into the arena, stop, construct) triggering, administrative staff can be allowed timely Pipeline patrol officer's in-situ processing is arranged, reduces the workload of patrol officer, the effect of timely processing after alarm in advance is played, carries The high security of gas pipeline.
Brief description of the drawings
Below in conjunction with drawings and Examples, the invention will be further described, in accompanying drawing:
Fig. 1 is a kind of stream for the video monitoring method for early warning preferred embodiment for monitoring gas pipeline damage from third-party of the present invention Cheng Tu.
Fig. 2 is a kind of preferred embodiment for the video monitoring early warning system for monitoring gas pipeline damage from third-party of the present invention Hardware structure diagram.
Embodiment
The present invention provides a kind of video monitoring method for early warning and system for monitoring gas pipeline damage from third-party, to make this hair Bright purpose, technical scheme and effect are clearer, clear and definite, and the present invention is described in more detail below.It should be appreciated that herein Described specific embodiment only to explain the present invention, is not intended to limit the present invention.
Referring to Fig. 1, Fig. 1 is that a kind of video monitoring method for early warning of monitoring gas pipeline damage from third-party of the present invention is preferable The flow chart of embodiment.The embodiment of the present invention is applied to the video prison for the monitoring gas pipeline damage from third-party for being provided with video camera Control early warning system.As shown in figure 1, it includes step:
Step S100, video camera gathers the monitor video around gas pipeline in real time, and the monitor video of collection is passed through Network transmission is to background server;
Step S200, monitor video is identified background server, according to recognition result judge in monitor video whether In the presence of the digging machine for threatening gas pipeline safety, if in the presence of, step S300 is performed, if being not present, execution step S400;
Step S300, background server performs alarm operation;
Step S400, any processing is not made.
When it is implemented, the video camera in the embodiment of the present invention is front-end collection equipment, the video camera be with low code stream, Low-light (level), high image quality, the web camera for meeting the features such as 4G network dynamic address characteristics.Video camera gathers gas pipeline in real time The monitor video of surrounding, and it is transmitted through the network to background server.Network includes 4G mobile networks and fixed IP network.Shooting Machine is outdoor high strength waterproof integrated camera, is additionally provided with storage card in video camera, and storage card selects 64G SD card, can be with The video image of storage 15 days, after being filled with, the data before being covered 15 days automatically with a new day data.
Specifically, the monitor video of collection is transmitted to background server by 4G mobile networks and fixed IP network.4G Mobile network includes the 4G routers and 4G carrier networks installed in front end.Fixed IP network is using 100,000,000 optical fiber fixation IP Location, ensure that head end video can send data to background server all the time.
Background server is mainly that the behavior to digging machine in video quality diagnosis and video is analyzed.Work as video quality Generation unusual condition, or the digging machine more than setting value in camera watch region, swarm into building site warning region or warning line, can enter in real time Row alarm.
The embodiment of the present invention by monitoring, occur being more than the digging machine of setting area value swarm into building site warning region or Warning line, analyzed automatically, and the alert notice relevant personnel in time.So as to realize the real-time of alarm, all may be used per road image To carry out the analysis of video simultaneously, it can in real time be alarmed after discovery event, monitoring personnel is had the time of abundance The real-time processing of carry out event, so as to which the generation of many events can be avoided;In addition, front end monitoring can be sent out after alarm is detected Go out alarm signal etc., the digging machine of the threat tube safety at scene is deterred, timely acted on so as to reach early warning.
Alternatively, also include before step S100:
The warning region and Alert condition of gas pipeline are configured in advance.
Specifically, warning region can be certain distance around gas pipeline, such as 3 meters or 5 meters, can be set as needed Put.Alert condition is probably to occur the digging machine for being more than setting area value in the image of camera acquisition.
Alternatively, it is specially in step S200:Background server learns to monitor video, is established according to learning outcome The background model of video image;If background server, which detects, mobile object occurs in video image, whether mobile object is judged Meet default Alert condition;If so, then mobile object is digging machine, and the digging for threatening gas pipeline safety in monitor video be present Machine.
When it is implemented, when monitor video is identified background server, identify in monitor video with the presence or absence of appearance More than the image of the digging machine of setting area value, if in the presence of, illustrate the digging machine for threatening gas pipeline safety in monitor video be present, If being not present, the digging machine for threatening gas pipeline safety is not present, and follow-up step is performed according to recognition result.
Because excavator belongs to special vehicle, and in this more complicated environment in building site (unlike highway environment is relative Identified under simply), so needing to implement to learn at the scene.Excavator scene movement locus is identified by automatic detection Practise, learning time is different according to complex degree of background, and middle system establishes background model automatically during study.Service afterwards Device enters " analysis " state, if there is mobile object in prospect, and in the sensitizing range of setting and target object size satisfaction Setting, system will be tracked to the target, and according to the rule of advance setting (march into the arena, stop, construct) triggering report It is alert, administrative staff can be allowed to arrange pipeline patrol officer's in-situ processing in time, the workload of patrol officer is reduced, play advance report The effect of timely processing after police.
Alternatively, Alert condition is when digging machine stops in warning region or meets that the digging machine of default Alert condition enters police Guard against region.Specifically, refer to that video camera in monitoring range, has been detected more than setting value when digging machine stops in warning region Object stops in region.Meet that the digging machine of default Alert condition refers to that discovery has satisfaction to pre-set warning bar into warning region The moving target of part is swarmed into certain orientation in warning region or warning line.Wherein, moving target refers generally to digging machine, it is also possible to It is other machines.
Alternatively, it is specially in step S300:If background server detects mobile object to threaten gas pipeline safety Digging machine, and the digging machine is in warning region, while digging machine meets the Alert condition, then background server is carried out to digging machine Tracking, and according to the rule triggering alarm of default setting.
When it is implemented, server, based on the movement locus of excavator scene, marching into the arena construction in excavator will be automatic Capture picture concerned and contrast is identified, and alarmed to platform feedback information, alarm can be with a under type on platform:Sound Sound prompting alarm, client appliance for releasing single Window alarming, short message send alarm etc..The content of warning message can be according to setting in advance The content put shown, such as prompting is which building site, building site director, telephone number information are very clear, can allow pipe Road patrolman has found in time, and the director for contacting building site in time links up arrangement processing, reduces the time of feedback information, accomplish and Shi Faxian timely processings.
Alternatively, when Alert condition is that digging machine stops in warning region, background server is tracked to digging machine, and According to the rule triggering alarm of default setting, including:
Background server obtains the image and video of camera acquisition, sends image and video to command centre, and to finger Wave center prompts warning message.
When it is implemented, video camera in monitoring range, has been detected when being stopped more than setting value object in region, push away Send and alarm all the way while push scene photograph and video to command centre.
Alternatively, during when Alert condition to meet that the digging machine of default Alert condition enters warning region, background server pair Digging machine is tracked, and according to the rule triggering alarm of default setting, including:
Background server obtains the image of camera acquisition, and the digging into warning region is indicated in the image of collection Machine, identifies its movement locus, is tracked automatically and prompts warning message to command centre.
When it is implemented, warning region is swarmed into certain orientation when discovery has satisfaction to pre-set the moving target of Alert condition After interior or warning line, the moving target for swarming into warning region is indicated with alert box, identifies its movement locus, it is automatic to carry out Track and prompt warning message.
Another embodiment of the present invention provides a kind of video monitoring early warning system for monitoring gas pipeline damage from third-party, such as schemes Shown in 2, the video monitoring early warning system 10 of the monitoring gas pipeline damage from third-party includes:
Video camera 110, for gathering the monitor video around gas pipeline in real time, and the monitor video of collection is passed through into net Network is transmitted to background server;
Background server 120, for monitor video to be identified, judge whether deposited in monitor video according to recognition result Threatening the digging machine of gas pipeline safety;If the digging machine for threatening gas pipeline safety be present, background server performs alarm behaviour Make;
Video camera 110 and background server 120 are attached by network.
Specifically, video camera 110 is with low code stream, low-light (level), high image quality, meets the spies such as 4G network dynamic address characteristics The web camera of point.Background server 120 is servomechanism, is to provide the equipment of the service of calculating, can use and be integrated with image The specific works mode of the equipment of adjustment method, video camera 110 and background server refers to embodiment of the method description, herein not Repeat again.
The video monitoring early warning system 10 of above-mentioned monitoring gas pipeline damage from third-party can perform the embodiment of the present invention and be carried The video monitoring method for early warning of the monitoring gas pipeline damage from third-party of confession, possesses the corresponding functional module of execution method and beneficial Effect.The technology of detailed description is not thin in the embodiment of video monitoring early warning system 10 of monitoring gas pipeline damage from third-party Section, reference can be made to the video monitoring method for early warning for the monitoring gas pipeline damage from third-party that the embodiment of the present invention is provided.
The embodiments of the invention provide a kind of non-volatile computer readable storage medium storing program for executing, computer-readable recording medium is deposited Computer executable instructions are contained, the computer executable instructions are executed by one or more processors, for example, being retouched more than performing Method and step S100 to step S400 in the Fig. 1 stated.
Another embodiment of the present invention provides a kind of computer program product, and computer program product includes being stored in Computer program on non-volatile computer readable storage medium storing program for executing, computer program includes programmed instruction, when programmed instruction quilt During computing device, make the video monitoring of the monitoring gas pipeline damage from third-party of the computing device above method embodiment Method for early warning.For example, perform the method and step S100 to step S400 in Fig. 1 described above.
Device embodiment described above is only schematical, wherein can be as the unit that separating component illustrates Or may not be physically separate, it can be as the part that unit is shown or may not be physical location, i.e., A place can be located at, or can also be distributed on multiple NEs.Portion therein can be selected according to being actually needed Point or whole modules realize the purpose of this embodiment scheme.
The description of embodiment more than, those skilled in the art can be understood that each embodiment can be by Software adds the mode of general hardware platform to realize, naturally it is also possible to is realized by hardware.Based on such understanding, above-mentioned technology The part that scheme substantially contributes to correlation technique in other words can be embodied in the form of software product, the computer Software product may reside in computer-readable recording medium, such as ROM/RAM, magnetic disc, CD, including some instructions to So that computer equipment (can be personal computer, server, either network equipment etc.) perform each embodiment or The method of some parts of embodiment.
It should be appreciated that the application of the present invention is not limited to above-mentioned citing, for those of ordinary skills, can To be improved or converted according to the above description, all these modifications and variations should all belong to the guarantor of appended claims of the present invention Protect scope.

Claims (10)

1. a kind of video monitoring method for early warning for monitoring gas pipeline damage from third-party, it is characterised in that methods described includes:
Video camera gathers the monitor video around gas pipeline in real time, and the monitor video of collection is transmitted through the network into backstage Server;
Monitor video is identified background server, is judged according to recognition result in monitor video with the presence or absence of threat Gas Pipe The digging machine of road safety;
If the digging machine for threatening gas pipeline safety be present, background server performs alarm operation.
2. the video monitoring method for early warning of monitoring gas pipeline damage from third-party according to claim 1, it is characterised in that Monitor video is identified the background server, is judged according to recognition result in monitor video with the presence or absence of threat Gas Pipe The digging machine of road safety, including:
Background server learns to monitor video, and the background model of video image is established according to learning outcome;
If background server, which detects, mobile object occurs in video image, judge whether mobile object meets default warning bar Part;
If so, then mobile object is digging machine, and the digging machine for threatening gas pipeline safety in monitor video be present.
3. the video monitoring method for early warning of monitoring gas pipeline damage from third-party according to claim 1, it is characterised in that It is described that the monitor video of collection is transmitted through the network to background server, be specially:
The monitor video of collection is transmitted to background server by 4G mobile networks and fixed IP network.
4. the video monitoring method for early warning of monitoring gas pipeline damage from third-party according to claim 2, it is characterised in that The video camera gathers the monitor video around gas pipeline in real time, and the monitor video of collection is transmitted through the network into backstage Before server, including:
The warning region and Alert condition of gas pipeline are configured in advance.
5. the video monitoring method for early warning of monitoring gas pipeline damage from third-party according to claim 4, it is characterised in that If described have the digging machine for threatening gas pipeline safety, background server performs alarm operation and is specially:
If background server detects mobile object to threaten the digging machine of gas pipeline safety, and the digging machine is in warning region It is interior, while digging machine meets the Alert condition, then background server is tracked to digging machine, and is touched according to the rule of default setting Transmit messages police.
6. the video monitoring method for early warning of monitoring gas pipeline damage from third-party according to claim 5, it is characterised in that The Alert condition is when digging machine stops in warning region or meets that the digging machine of default Alert condition enters warning region.
7. the video monitoring method for early warning of monitoring gas pipeline damage from third-party according to claim 6, it is characterised in that When the Alert condition is that digging machine stops in warning region,
The background server is tracked to digging machine, and according to the rule triggering alarm of default setting, including:
Background server obtains the image and video of camera acquisition, sends image and video to command centre, and into commander The heart prompts warning message.
8. the video monitoring method for early warning of monitoring gas pipeline damage from third-party according to claim 6, it is characterised in that When the digging machine operation in the third party building site is meets that the digging machine of default Alert condition enters warning region,
The background server is tracked to digging machine, and according to the rule triggering alarm of default setting, including:
Background server obtains the image of camera acquisition, and the digging machine into warning region is indicated in the image of collection, marks Know and its movement locus, be tracked automatically and prompt warning message to command centre.
9. a kind of video monitoring early warning system for monitoring gas pipeline damage from third-party, it is characterised in that the system includes:
Video camera, for gathering the monitor video around gas pipeline in real time, and the monitor video of collection is passed through into network transmission To background server;
Background server, for monitor video to be identified, judged according to recognition result in monitor video with the presence or absence of threat The digging machine of gas pipeline safety;If the digging machine for threatening gas pipeline safety be present, background server performs alarm operation;
The video camera is attached with the background server by network.
A kind of 10. non-volatile computer readable storage medium storing program for executing, it is characterised in that the non-volatile computer readable storage medium Matter is stored with computer executable instructions, when the computer executable instructions are executed by one or more processors, may be such that institute State the video monitoring that one or more processors perform claim requires the monitoring gas pipeline damage from third-party described in any one of 1-8 Method for early warning.
CN201711253329.9A 2017-12-02 2017-12-02 A kind of video monitoring method for early warning and system for monitoring gas pipeline damage from third-party Pending CN107888887A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201711253329.9A CN107888887A (en) 2017-12-02 2017-12-02 A kind of video monitoring method for early warning and system for monitoring gas pipeline damage from third-party

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201711253329.9A CN107888887A (en) 2017-12-02 2017-12-02 A kind of video monitoring method for early warning and system for monitoring gas pipeline damage from third-party

Publications (1)

Publication Number Publication Date
CN107888887A true CN107888887A (en) 2018-04-06

Family

ID=61772767

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201711253329.9A Pending CN107888887A (en) 2017-12-02 2017-12-02 A kind of video monitoring method for early warning and system for monitoring gas pipeline damage from third-party

Country Status (1)

Country Link
CN (1) CN107888887A (en)

Cited By (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108895308A (en) * 2018-08-03 2018-11-27 株洲新奥燃气有限公司 The on-line monitoring method and system for preventing gas ductwork to be destroyed
CN109255335A (en) * 2018-09-28 2019-01-22 广州希华通讯设备有限公司 Identification monitoring system for construction site excavator
CN109343443A (en) * 2018-09-28 2019-02-15 广州希华通讯设备有限公司 Excavate machine monitoring recognition methods
CN109348168A (en) * 2018-08-03 2019-02-15 株洲新奥燃气有限公司 Construction recognition methods and system during the monitoring of fuel gas transmission pipeline
CN109658664A (en) * 2019-02-15 2019-04-19 河北省天然气有限责任公司 Gas pipeline prevents damage from third-party monitoring system and monitoring method
CN110012268A (en) * 2019-04-02 2019-07-12 浙江璟恩物联网科技有限公司 Pipe network AI intelligent control method, system, readable storage medium storing program for executing and equipment
CN110131590A (en) * 2019-04-23 2019-08-16 中国石油大学(北京) Monitoring Pinpelines method and device based on mobile terminal locations data
CN110458090A (en) * 2019-08-08 2019-11-15 成都睿云物联科技有限公司 Working state of excavator detection method, device, equipment and storage medium
CN110503793A (en) * 2019-07-26 2019-11-26 北京讯腾智慧科技股份有限公司 A kind of pipeline invasion automatic early warning method, system and equipment based on artificial intelligence
CN111274962A (en) * 2020-01-20 2020-06-12 广州燃气集团有限公司 Method and system for processing gas potential safety hazard data and storage medium
CN111582149A (en) * 2020-05-07 2020-08-25 北京远舢智能科技有限公司 Production safety management and control system based on machine vision
CN113124991A (en) * 2021-04-20 2021-07-16 青岛派科森光电技术股份有限公司 Distributed optical fiber vibration monitoring and vehicle and unmanned aerial vehicle linkage system and method
CN113203049A (en) * 2020-05-28 2021-08-03 中国石油天然气股份有限公司 Intelligent monitoring and early warning system and method for pipeline safety
CN113204985A (en) * 2020-11-06 2021-08-03 中国石油天然气股份有限公司 Oil pipeline damage risk assessment method and device
CN116704734A (en) * 2023-08-08 2023-09-05 广东力创信息技术有限公司 Monitoring and early warning method and system for preventing underground pipeline from being excavated based on Internet of things technology

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103065409A (en) * 2012-12-14 2013-04-24 广州供电局有限公司 Power transmission line monitoring and early warning system
CN104392507A (en) * 2014-12-12 2015-03-04 重庆市荣冠科技有限公司 Intelligent line patrol monitoring system for urban gas pipe network
US20150085123A1 (en) * 2013-09-23 2015-03-26 Motion Metrics International Corp. Method and apparatus for monitoring a condition of an operating implement in heavy loading equipment
CN106254838A (en) * 2016-09-22 2016-12-21 国家电网公司 A kind of preventing damage to power transmission line caused by external force intelligent early-warning system
CN106937079A (en) * 2015-12-29 2017-07-07 天津市亚安科技有限公司 Pipeline video monitoring and early warning system

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103065409A (en) * 2012-12-14 2013-04-24 广州供电局有限公司 Power transmission line monitoring and early warning system
US20150085123A1 (en) * 2013-09-23 2015-03-26 Motion Metrics International Corp. Method and apparatus for monitoring a condition of an operating implement in heavy loading equipment
CN104392507A (en) * 2014-12-12 2015-03-04 重庆市荣冠科技有限公司 Intelligent line patrol monitoring system for urban gas pipe network
CN106937079A (en) * 2015-12-29 2017-07-07 天津市亚安科技有限公司 Pipeline video monitoring and early warning system
CN106254838A (en) * 2016-09-22 2016-12-21 国家电网公司 A kind of preventing damage to power transmission line caused by external force intelligent early-warning system

Cited By (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108895308B (en) * 2018-08-03 2020-09-01 株洲新奥燃气有限公司 Online monitoring method and system for preventing gas pipe network from being damaged
CN109348168A (en) * 2018-08-03 2019-02-15 株洲新奥燃气有限公司 Construction recognition methods and system during the monitoring of fuel gas transmission pipeline
CN109348168B (en) * 2018-08-03 2021-07-20 株洲新奥燃气有限公司 Construction identification method and system in monitoring process of gas conveying pipeline
CN108895308A (en) * 2018-08-03 2018-11-27 株洲新奥燃气有限公司 The on-line monitoring method and system for preventing gas ductwork to be destroyed
CN109255335A (en) * 2018-09-28 2019-01-22 广州希华通讯设备有限公司 Identification monitoring system for construction site excavator
CN109343443A (en) * 2018-09-28 2019-02-15 广州希华通讯设备有限公司 Excavate machine monitoring recognition methods
CN109658664A (en) * 2019-02-15 2019-04-19 河北省天然气有限责任公司 Gas pipeline prevents damage from third-party monitoring system and monitoring method
CN110012268A (en) * 2019-04-02 2019-07-12 浙江璟恩物联网科技有限公司 Pipe network AI intelligent control method, system, readable storage medium storing program for executing and equipment
CN110131590A (en) * 2019-04-23 2019-08-16 中国石油大学(北京) Monitoring Pinpelines method and device based on mobile terminal locations data
CN110503793A (en) * 2019-07-26 2019-11-26 北京讯腾智慧科技股份有限公司 A kind of pipeline invasion automatic early warning method, system and equipment based on artificial intelligence
CN110458090A (en) * 2019-08-08 2019-11-15 成都睿云物联科技有限公司 Working state of excavator detection method, device, equipment and storage medium
CN111274962A (en) * 2020-01-20 2020-06-12 广州燃气集团有限公司 Method and system for processing gas potential safety hazard data and storage medium
CN111582149A (en) * 2020-05-07 2020-08-25 北京远舢智能科技有限公司 Production safety management and control system based on machine vision
CN113203049A (en) * 2020-05-28 2021-08-03 中国石油天然气股份有限公司 Intelligent monitoring and early warning system and method for pipeline safety
CN113203049B (en) * 2020-05-28 2023-07-25 中国石油天然气股份有限公司 Intelligent monitoring and early warning system and method for pipeline safety
CN113204985A (en) * 2020-11-06 2021-08-03 中国石油天然气股份有限公司 Oil pipeline damage risk assessment method and device
CN113124991A (en) * 2021-04-20 2021-07-16 青岛派科森光电技术股份有限公司 Distributed optical fiber vibration monitoring and vehicle and unmanned aerial vehicle linkage system and method
CN116704734A (en) * 2023-08-08 2023-09-05 广东力创信息技术有限公司 Monitoring and early warning method and system for preventing underground pipeline from being excavated based on Internet of things technology
CN116704734B (en) * 2023-08-08 2023-11-24 广东力创信息技术有限公司 Monitoring and early warning method and system for preventing underground pipeline from being excavated based on Internet of things technology

Similar Documents

Publication Publication Date Title
CN107888887A (en) A kind of video monitoring method for early warning and system for monitoring gas pipeline damage from third-party
CN101262351B (en) A network tracking system
CN108848067B (en) OPC protocol safety protection method for intelligently learning and presetting read-only white list rule
CN104486141B (en) A kind of network security situation prediction method that wrong report is adaptive
CN211293956U (en) AI-based identification and alarm system for abnormal agent on construction site
CN108512841B (en) Intelligent defense system and method based on machine learning
CN107547526A (en) The data processing method and device combined a kind of cloud
CN105024977A (en) Network tracking system based on digital watermarking and honeypot technology
CN112112629A (en) Safety business management system and method in drilling operation process
CN111885067A (en) Flow-oriented integrated honeypot threat data capturing method
CN113642023A (en) Data security detection model training method, data security detection device and equipment
CN112560029A (en) Website content monitoring and automatic response protection method based on intelligent analysis technology
CN109981686A (en) A kind of network security situational awareness method and system based on circulation confrontation
CN110634506A (en) Voice data processing method and device
CN113965341A (en) Intrusion detection system based on software defined network
CN114499982A (en) Honey net dynamic configuration strategy generating method, configuration method and storage medium
CN114598551A (en) Information network security early warning system for dealing with continuous threat attack
CN113746832B (en) Multi-method mixed distributed APT malicious flow detection defense system and method
CN111027463A (en) Wall turning detection method based on video analysis
CN116668192B (en) Network user behavior anomaly detection method and system
CN117544402A (en) Vulnerability management system based on network asset
CN117636169A (en) Forest patrol method and system
CN117079398A (en) Intelligent fire-fighting detection and early warning system
CN112153076A (en) Computer network safety intrusion detection system
Xu Research on network intrusion detection method based on machine learning

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
RJ01 Rejection of invention patent application after publication

Application publication date: 20180406

RJ01 Rejection of invention patent application after publication