CN106652303A - Method and device for monitoring and early warning forest fire in transmission line corridor in time - Google Patents

Method and device for monitoring and early warning forest fire in transmission line corridor in time Download PDF

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Publication number
CN106652303A
CN106652303A CN201710030195.8A CN201710030195A CN106652303A CN 106652303 A CN106652303 A CN 106652303A CN 201710030195 A CN201710030195 A CN 201710030195A CN 106652303 A CN106652303 A CN 106652303A
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transmission line
mountain fire
monitor
monitoring equipment
real time
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CN201710030195.8A
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Chinese (zh)
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李阳阳
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Wuhan Zhiwang Xingdian Technology Development Co Ltd
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Wuhan Zhiwang Xingdian Technology Development Co Ltd
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Priority to CN201710030195.8A priority Critical patent/CN106652303A/en
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    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B17/00Fire alarms; Alarms responsive to explosion
    • G08B17/005Fire alarms; Alarms responsive to explosion for forest fires, e.g. detecting fires spread over a large or outdoors area
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B17/00Fire alarms; Alarms responsive to explosion
    • G08B17/12Actuation by presence of radiation or particles, e.g. of infrared radiation or of ions
    • G08B17/125Actuation by presence of radiation or particles, e.g. of infrared radiation or of ions by using a video camera to detect fire or smoke

Abstract

The invention discloses a method and device for monitoring and early warning forest fire in a transmission line corridor in time. The method comprises the following steps: obtaining geographic information of the transmission line corridor according to a national grid GIS information platform, controlling the operation of infrared monitoring equipment through meteorological data, and judging the possibility of the forest fire by processing an infrared image, processing a high-risk heat source according to a background server, accurately judging a kindling point by visual monitoring comparison and manual identification, predicting the trend of the forest fire according to the geographic information and meteorological information on the surrounding of the transmission line, and providing a reasonable handling solution.

Description

A kind of method and device of power transmission line corridor mountain fire monitor in real time early warning
Technical field
The present invention relates to a kind of method and device of power transmission line corridor mountain fire monitor in real time early warning.
Background technology
Due to global warming, the frequency that the big high weather conditions conducive to wildfires of high temperature, arid, wind speed occurs gradually increases, every year The number of times that mountain fire occurs is in rising trend.China's electrical network has the characteristics of distribution is wide, on the way landforms are complicated, amblent air temperature is totally different, It is highly prone to the impact of the natural calamities such as mountain fire.With the development and the enforcement of global energy Internet Strategy of domestic electrical network, Increasing remote, overlength distance ultra-high-tension power transmission line needs to pass through various mountainous terrains, the unique landforms in these areas Easily cause mountain fire with weather conditions, cause transmission line of electricity tripping operation or even burn transmission line of electricity and steel tower, great electric power thing occurs Therefore.
Particularly spring is dry windy, is the mountain fire danger high-incidence season, arrives the Ching Ming Festival adding, and burns the grass on waste land, offers a sacrifice to an ancestor and burn paper as sacrificial offerings, set off whip The reasons such as big gun, burning debris easily cause mountain fire, the anti-mountain fire of electric power facility, external force damage prevention work to be faced with severe situation.Once send out During raw mountain fire the condition of a disaster, mountain forest catches fire the line tripping that seriously may cause, and gives people productive life and brings serious impact, so should The further reinforcement anti-mountain fire early warning means of electric power, actively accomplish early prevention, it is early find, it is early process, ensure electric power hidden danger control, It is controllable, it is ensured that power network safety operation.
Further to strengthen the anti-mountain fire early warning means of electric power, needs are accomplished in time find mountain fire simultaneously once there is mountain fire fire Automatically there is point to mountain fire to be accurately positioned and pre-alarm in advance, be that power department understands mountain fire situation in the very first time, so as to do Go out timely and effectively emergency measures.
The content of the invention
In view of the shortcomings of the prior art, put down present invention is primarily targeted at providing a kind of state's net GIS information that combines Platform, infrared monitoring, visual monitor, the mountain fire monitor in real time method for early warning of meteorological sensing and device so that walk in complicated circuit In corridor environment, transmission line of electricity periphery fire condition is effectively monitored, timely early warning simultaneously provides effective counte-rplan, it is ensured that electrical network Safe and stable operation.
In order to achieve this, technical scheme proposed by the invention is a kind of power transmission line corridor mountain fire monitor in real time early warning Method and device, it is characterised in that the method comprising the steps of:
Step 1:The topography and geomorphology data that GIS information platforms obtain power transmission line corridor periphery are netted according to state;
Step 2:According to power transmission line corridor periphery situation, issuable ignition point is analyzed, carry out monitor in real time prior-warning device Arrangement install, monitor in real time prior-warning device mainly include microclimate sensor, infrared monitoring equipment, visual monitoring equipment;
Step 3:The weather information obtained by microclimate sensor controls the monitoring frequency of infrared equipment, to infrared monitoring equipment Monitoring result carry out image procossing and judgement, control the startup of visual monitoring equipment, it may be found that catch fire dot image and signal Alarm is gone out to database concurrency by transmission of wireless signals;
Step 4:According to the ignition point for being monitored, mountain fire is sent out with reference to meteorological, geography information and mountain fire forward prediction algorithm Exhibition trend is predicted;
Step 5:According to visual monitoring equipment and mountain fire trend prediction, there is provided corresponding emergency preplan.
Power transmission line corridor mountain fire monitor in real time method for early warning described above and device, it is characterised in that described step 2 In, monitor in real time prior-warning device include microclimate sensor, infrared monitoring equipment, visual monitoring equipment, signal processing module, in Centre controller, solar cell, wireless communication module.Microclimate sensor is used to monitor circuit nearby aerial temperature and humidity, wind speed; Infrared monitoring equipment is used to gather the infrared image near line corridor, and visual monitoring equipment is for collection site image and remotely Monitor in real time;Signal processing module is used to process the weather information data of microclimate sensor acquisition;Central controller is used to control Make the startup and operation of each equipment;Solar cell is used to provide electric energy for device, and wireless communication module is for transmission of monitoring letter Breath and reception remote control signal.
Power transmission line corridor mountain fire monitor in real time method for early warning described above and device, it is characterised in that described step 3 Specifically include following sub-step:
Air themperature, relative humidity, wind speed near step 3.1 microclimate Sensor monitoring line corridor, transmits information to Signal processing module, signal processing module is transmitted to central controller, central controller root after processing microclimate information The monitoring frequency of infrared monitoring equipment is controlled according to the threshold value of setting;
Step 3.2 infrared monitoring equipment transmits the infrared image for collecting to background server by wireless communication module, after Platform server carries out binary conversion treatment and Morphological scale-space by image recognition algorithm to the infrared image for collecting, and judges whether There is the high-risk thermal source of doubtful ignition point, and will determine that result is transmitted to wireless communication module, by wireless communication module transmit to Central controller;
Step 3.3 central controller is clapped doubtful ignition point according to the startup of the instruction control visual monitoring equipment for obtaining Take the photograph and monitor in real time, wireless communication module transmits information to background server, alert notification O&M is sent by background server Personnel are accurately being judged.
Power transmission line corridor mountain fire monitor in real time method for early warning described above and device, it is characterised in that described step 4 Predominantly:Background server is analyzed to the geography information near doubtful ignition point and real-time microclimate information, based on mountain Fiery trend prediction algorithm, simulates the tendency and development degree of mountain fire;
Power transmission line corridor mountain fire monitor in real time method for early warning described above and device, it is characterised in that:Described step 5:Position, the change of time for being spread according to mountain fire first, with reference to the real time data of wind speed/anemoscope, calculates fire point and spreads speed Degree, burnt area after predicted time section Δ t;Consider many fire point situations, calculate the fiery minimum distance put from wire, and synchronized update Monitoring line walking;The data such as comprehensive mountain fire rate of propagation, direction, distance, weighting judge mountain fire advanced warning grade, it is determined that report to the police away from From;According to alarm distance, predict that the condition of a fire affects the time of line security;Real-time release warning information, guide line operation maintenance personnel Site disposal transmission line forest fire is rushed towards as early as possible in the safety time of prediction.
Power transmission line corridor mountain fire monitor in real time method for early warning described above and device, it is characterised in that described step 3.1:When air themperature that microclimate Sensor monitoring is arrived is relatively low, relative humidity is big, wind speed is less, central controller controls are infrared The each hour of monitoring device is once monitored;When three meteorologic factors have one to exceed threshold value, then infrared monitoring equipment is per half Hour once monitored, when three meteorologic factors there are two and the above exceedes threshold value, then infrared monitoring equipment entered per ten minutes Row is once monitored;
Power transmission line corridor mountain fire monitor in real time method for early warning described above and device, it is characterised in that described step 3.2:Background server carries out binaryzation and Morphological scale-space to infrared image, judges whether high-brightness region is high-risk thermal source Point, if high-risk hot source point then matches infrared image and visual monitor image, by background server alert notification O&M people is sent Member judged, if not high-risk hot source point then collects the infrared image of first three time position, to the region trip temperature, area is entered Filter with displacement, and carry out brightness and shape analysis, distinguish fire and other thermals source.
Compared with prior art, the present invention has the advantages that:
1st, the running frequency of monitoring device is controlled with meteorological data, process of the background server to redundant data is reduced;Pass through The screening of server, reduces the working strength of operation maintenance personnel;
2nd, based on meteorological data and spatial data prediction mountain fire tendency, the direction of monitor in real time mountain fire dynamic displacement, speed and fire Vertical range of the field edge far from transmission line of electricity, it is predicted that the time and distance up to alarm band, backstage sends alert messages, and is given Rational emergency preplan, improves the disposal efficiency of operation maintenance personnel.
Description of the drawings
Fig. 1 is the power transmission line corridor mountain fire monitor in real time prior-warning device schematic diagram of the present invention.
Specific embodiment
In order to be better understood from method and device of the present invention, do and illustrate further below.Those skilled in the art The present invention is made various changes or modifications, its equivalent form of value is equally within the scope of claims listed by the application are limited.
As shown in figure 1, the present invention provides a kind of power transmission line corridor mountain fire monitor in real time prior-warning device, methods described includes Following steps:
Step 1:The topography and geomorphology data that GIS information platforms obtain power transmission line corridor periphery are netted according to state;
Step 2:According to power transmission line corridor periphery situation, issuable ignition point is analyzed, carry out monitor in real time prior-warning device Arrangement install, monitor in real time prior-warning device mainly include microclimate sensor, infrared monitoring equipment, visual monitoring equipment;
Step 3:The weather information obtained by microclimate sensor controls the monitoring frequency of infrared equipment, to infrared monitoring equipment Monitoring result carry out image procossing and judgement, control the startup of visual monitoring equipment, it may be found that catch fire dot image and signal Alarm is gone out to database concurrency by transmission of wireless signals;
Step 4:According to the ignition point for being monitored, mountain fire is sent out with reference to meteorological, geography information and mountain fire forward prediction algorithm Exhibition trend is predicted;
Step 5:According to visual monitoring equipment and mountain fire trend prediction, there is provided corresponding emergency preplan.
The step 2 includes herein below:
The topography and geomorphology of analysis power transmission line corridor periphery, it is considered to effective monitoring distance of monitor in real time prior-warning device, selects to close Suitable shaft tower installs monitor in real time prior-warning device;
The step 3 includes following sub-step:
When air themperature that step 3.1 microclimate Sensor monitoring is arrived is relatively low, relative humidity is big, wind speed is less, central controller The each hour of control infrared monitoring equipment is once monitored;When three meteorologic factors have one to exceed threshold value, then infrared monitoring Equipment was once monitored per half an hour, and when three meteorologic factors have two and the above exceedes threshold value, then infrared monitoring equipment is every Once monitored within ten minutes;
Step 3.2 background server carries out binaryzation and Morphological scale-space to infrared image, judges whether high-brightness region is high Danger hot source point, if high-risk hot source point then matches infrared image and visual monitor image, by background server alert notification is sent Operation maintenance personnel judged, if not high-risk hot source point then collects the infrared image of first three position, to the region temperature is carried out Degree, area and displacement filtering, and brightness and shape analysis are carried out, distinguish fire and other thermals source.
Step 3.3 central controller is clapped doubtful ignition point according to the startup of the instruction control visual monitoring equipment for obtaining Take the photograph and monitor in real time, wireless communication module transmits information to background server, alert notification O&M is sent by background server Personnel are accurately being judged.
The step 4 includes herein below:
Background server is analyzed to the geography information near doubtful ignition point and real-time microclimate information, is become based on mountain fire Gesture prediction algorithm, simulates the tendency and development degree of mountain fire;
The step 5 includes herein below:
It is pre- with reference to step 4 in advance according to line corridor geography information and wind speed when monitoring to have ignition point near line corridor Result is surveyed, transmission line forest fire warning information is issued in time, guide line operation maintenance personnel rushes towards as early as possible site disposal transmission line of electricity Mountain fire.
The step 5 includes following sub-step:
The change of position, time that step 5.1 spreads according to mountain fire, with reference to the real time data of wind speed/anemoscope, calculates fire point climing Prolong speed, burnt area after predicted time section Δ t;
Step 5.2 considers many fire point situations, calculates the fiery minimum distance put from wire, and synchronized update monitoring line walking;
Mountain fire advanced warning grade is judged in the data such as step 5.3 synthesis mountain fire rate of propagation, direction, distance, weighting, it is determined that warning away from From;
Step 5.4 predicts that the condition of a fire affects the time of line security according to alarm distance;Real-time release warning information, guide line Operation maintenance personnel rushes towards as early as possible site disposal transmission line forest fire in the safety time of prediction.

Claims (7)

1. a kind of method and device of power transmission line corridor mountain fire monitor in real time early warning, it is characterised in that methods described include with Lower step:
Step 1:The topography and geomorphology data that GIS information platforms obtain power transmission line corridor periphery are netted according to state;
Step 2:According to power transmission line corridor periphery situation, issuable ignition point is analyzed, carry out monitor in real time prior-warning device Arrangement install, monitor in real time prior-warning device mainly include microclimate sensor, infrared monitoring equipment, visual monitoring equipment;
Step 3:The weather information obtained by microclimate sensor controls the monitoring frequency of infrared equipment, to infrared monitoring equipment Monitoring result carry out image procossing and judgement, control the startup of visual monitoring equipment, it may be found that catch fire dot image and signal Alarm is gone out to database concurrency by transmission of wireless signals;
Step 4:According to the ignition point for being monitored, mountain fire is sent out with reference to meteorological, geography information and mountain fire forward prediction algorithm Exhibition trend is predicted;
Step 5:According to visual monitoring equipment and mountain fire trend prediction, there is provided corresponding emergency preplan.
2. power transmission line corridor mountain fire monitor in real time method for early warning according to claim 1, it is characterised in that described step In rapid 2, monitor in real time prior-warning device, including microclimate sensor, infrared monitoring equipment, visual monitoring equipment, signal transacting mould Block, central controller, solar cell, wireless communication module;Microclimate sensor be used to monitoring circuit nearby aerial temperature and humidity, Wind speed;Infrared monitoring equipment is used to gather the infrared image near line corridor;Visual monitoring equipment is used for collection site image And remote real-time monitoring;Signal processing module is used to process the weather information data of microclimate sensor acquisition;Central controller For controlling the startup and operation of each equipment;Solar cell is used to provide electric energy for device;Wireless communication module is used to transmit Monitoring information and reception remote control signal.
3. power transmission line corridor mountain fire monitor in real time method for early warning according to claim 2, it is characterised in that described step Rapid 3 specifically include following sub-step:
Air themperature, relative humidity, wind speed near step 3.1 microclimate Sensor monitoring line corridor, transmits information to Signal processing module, signal processing module is transmitted to central controller, central controller root after processing microclimate information The monitoring frequency of infrared monitoring equipment is controlled according to the threshold value of setting;
Step 3.2 infrared monitoring equipment transmits the infrared image for collecting to background server by wireless communication module, after Platform server carries out binary conversion treatment and Morphological scale-space by image recognition algorithm to the infrared image for collecting, and judges whether There is the high-risk thermal source of doubtful ignition point, and will determine that result is transmitted to wireless communication module, by wireless communication module transmit to Central controller;
Step 3.3 central controller is clapped doubtful ignition point according to the startup of the instruction control visual monitoring equipment for obtaining Take the photograph and monitor in real time, wireless communication module transmits information to background server, alert notification O&M is sent by background server Personnel are accurately being judged.
4. power transmission line corridor mountain fire monitor in real time method for early warning according to claim 3, it is characterised in that described step Rapid 4 are specially:Background server is analyzed to the geography information near doubtful ignition point and real-time microclimate information, is based on Mountain fire trend prediction algorithm, simulates the tendency and development degree of mountain fire.
5. power transmission line corridor mountain fire monitor in real time method for early warning according to claim 3, it is characterised in that described step Rapid 5 are specially:Position, the change of time for being spread according to mountain fire first, with reference to the real time data of wind speed/anemoscope, calculates fire Point rate of propagation, burnt area after predicted time section Δ t;Consider many fire point situations, calculate the fiery minimum distance put from wire, and Synchronized update monitors line walking;Mountain fire advanced warning grade is judged in the data such as comprehensive mountain fire rate of propagation, direction, distance, weighting, it is determined that Alarm distance;According to alarm distance, predict that the condition of a fire affects the time of line security;Real-time release warning information, guide line fortune Dimension personnel rush towards as early as possible site disposal transmission line forest fire in the safety time of prediction.
6. power transmission line corridor mountain fire monitor in real time method for early warning according to claim 3, it is characterised in that:The step When in 3.1, air themperature that microclimate Sensor monitoring is arrived is relatively low, relative humidity is big, wind speed is less, central controller controls are red The each hour of external monitor equipment is once monitored;When three meteorologic factors have one to exceed threshold value, then infrared monitoring equipment is every Half an hour is once monitored, and when three meteorologic factors have two and the above to exceed threshold value, then infrared monitoring equipment was per ten minutes Once monitored.
7. power transmission line corridor mountain fire monitor in real time method for early warning according to claim 6, it is characterised in that:The step In 3.2, background server carries out binaryzation and Morphological scale-space to infrared image, judges whether high-brightness region is high-risk thermal source Point, if high-risk hot source point then matches infrared image and visual monitor image, by background server alert notification O&M people is sent Member judged, if not high-risk hot source point then collects the infrared image of first three time position, to the region trip temperature, area is entered Filter with displacement, and carry out brightness and shape analysis, distinguish fire and other thermals source.
CN201710030195.8A 2017-01-17 2017-01-17 Method and device for monitoring and early warning forest fire in transmission line corridor in time Pending CN106652303A (en)

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Cited By (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107316131A (en) * 2017-06-09 2017-11-03 国网重庆市电力公司电力科学研究院 A kind of electric power meter mounting process quality detecting system based on image recognition
CN107749142A (en) * 2017-11-21 2018-03-02 海南电网有限责任公司电力科学研究院 A kind of anti-mountain fire early warning system of transmission line of electricity and its method for early warning
CN107807309A (en) * 2017-10-27 2018-03-16 广东电网有限责任公司中山供电局 A kind of transmission line malfunction method for early warning and system based on big data
CN108090285A (en) * 2017-12-20 2018-05-29 中国科学院寒区旱区环境与工程研究所 A kind of microclimate observation points distributing method suitable for the monitoring of complicated landform transmission line of electricity disaster caused by a windstorm
CN108389360A (en) * 2018-04-24 2018-08-10 国网安徽省电力有限公司 A kind of fire disaster of power transmission line monitoring method and system based on video analysis
CN108550238A (en) * 2018-04-24 2018-09-18 国网安徽省电力有限公司 The power transmission line monitoring system of spectrum blending image identification based on multimode mimicry
CN108765861A (en) * 2018-06-11 2018-11-06 四川汇源光通信有限公司 A kind of anti-external force tamper detection system and method for transmission line of electricity fire prevention
CN108846987A (en) * 2018-06-28 2018-11-20 武汉智网兴电科技开发有限公司 A kind of transmission line forest fire system based on Beidou satellite transmission system
CN109471911A (en) * 2018-10-18 2019-03-15 国网山东省电力公司应急管理中心 A kind of power grid mountain fire monitoring and pre-alarming method based on geo-synchronous orbit satellite
CN110827501A (en) * 2019-10-21 2020-02-21 四川汇源光通信有限公司 Fire detection method and device based on 5G communication technology and polarization technology
CN111080955A (en) * 2019-12-30 2020-04-28 重庆市海普软件产业有限公司 Forest fire prevention intelligent control system and method
CN111583596A (en) * 2020-05-09 2020-08-25 杭州润缘信息科技有限公司 Alarm risk grade detection and evaluation method based on sensor concentration value
CN112464813A (en) * 2020-11-26 2021-03-09 国网北京市电力公司 Method and device for monitoring mountain fire
CN112833953A (en) * 2021-01-07 2021-05-25 衢州光明电力投资集团有限公司赋腾科技分公司 Intelligent power grid online monitoring method based on intelligent power transmission and distribution equipment
WO2021130531A1 (en) * 2019-12-27 2021-07-01 Instituto De Sistemas E Robótica Method, device and system for the detection of a flame condition, in particular for the detection of a forest fire
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Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO1999051305A1 (en) * 1998-04-03 1999-10-14 Venetia Vallianatou System for the timely extinction of fires in forests, national parks, zoological gardens, etc.
CN103870891A (en) * 2014-03-25 2014-06-18 安徽大学 Electric transmission line fire spreading predicating method and system based on grid flow
CN104143245A (en) * 2014-07-29 2014-11-12 华南理工大学 Forest fire monitoring system and method for power transmission line
CN104966372A (en) * 2015-06-09 2015-10-07 四川汇源光通信有限公司 Multi-data fusion forest fire intelligent recognition system and method
CN205670368U (en) * 2016-05-10 2016-11-02 武汉智网兴电科技开发有限公司 A kind of transmission line of electricity network intellectuality mountain fire monitoring system
CN106157178A (en) * 2016-07-29 2016-11-23 国网电力科学研究院武汉南瑞有限责任公司 A kind of power transmission line corridor periphery mountain fire prediction of the development trend method

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO1999051305A1 (en) * 1998-04-03 1999-10-14 Venetia Vallianatou System for the timely extinction of fires in forests, national parks, zoological gardens, etc.
CN103870891A (en) * 2014-03-25 2014-06-18 安徽大学 Electric transmission line fire spreading predicating method and system based on grid flow
CN104143245A (en) * 2014-07-29 2014-11-12 华南理工大学 Forest fire monitoring system and method for power transmission line
CN104966372A (en) * 2015-06-09 2015-10-07 四川汇源光通信有限公司 Multi-data fusion forest fire intelligent recognition system and method
CN205670368U (en) * 2016-05-10 2016-11-02 武汉智网兴电科技开发有限公司 A kind of transmission line of electricity network intellectuality mountain fire monitoring system
CN106157178A (en) * 2016-07-29 2016-11-23 国网电力科学研究院武汉南瑞有限责任公司 A kind of power transmission line corridor periphery mountain fire prediction of the development trend method

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
朱时阳,邓雨荣: "输电线路走廊山火监测技术研究与应用", 《广西电力》 *

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* Cited by examiner, † Cited by third party
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CN107316131A (en) * 2017-06-09 2017-11-03 国网重庆市电力公司电力科学研究院 A kind of electric power meter mounting process quality detecting system based on image recognition
CN107807309A (en) * 2017-10-27 2018-03-16 广东电网有限责任公司中山供电局 A kind of transmission line malfunction method for early warning and system based on big data
CN107749142A (en) * 2017-11-21 2018-03-02 海南电网有限责任公司电力科学研究院 A kind of anti-mountain fire early warning system of transmission line of electricity and its method for early warning
CN108090285A (en) * 2017-12-20 2018-05-29 中国科学院寒区旱区环境与工程研究所 A kind of microclimate observation points distributing method suitable for the monitoring of complicated landform transmission line of electricity disaster caused by a windstorm
CN108090285B (en) * 2017-12-20 2021-06-01 中国科学院西北生态环境资源研究院 Microclimate observation point distribution method for wind disaster monitoring of power transmission line in complex terrain
CN108550238A (en) * 2018-04-24 2018-09-18 国网安徽省电力有限公司 The power transmission line monitoring system of spectrum blending image identification based on multimode mimicry
CN108389360A (en) * 2018-04-24 2018-08-10 国网安徽省电力有限公司 A kind of fire disaster of power transmission line monitoring method and system based on video analysis
CN108765861A (en) * 2018-06-11 2018-11-06 四川汇源光通信有限公司 A kind of anti-external force tamper detection system and method for transmission line of electricity fire prevention
CN108846987A (en) * 2018-06-28 2018-11-20 武汉智网兴电科技开发有限公司 A kind of transmission line forest fire system based on Beidou satellite transmission system
CN109471911A (en) * 2018-10-18 2019-03-15 国网山东省电力公司应急管理中心 A kind of power grid mountain fire monitoring and pre-alarming method based on geo-synchronous orbit satellite
CN109471911B (en) * 2018-10-18 2020-02-14 国网山东省电力公司应急管理中心 Power grid forest fire monitoring and early warning method based on geosynchronous orbit satellite
CN110827501A (en) * 2019-10-21 2020-02-21 四川汇源光通信有限公司 Fire detection method and device based on 5G communication technology and polarization technology
WO2021130531A1 (en) * 2019-12-27 2021-07-01 Instituto De Sistemas E Robótica Method, device and system for the detection of a flame condition, in particular for the detection of a forest fire
CN111080955A (en) * 2019-12-30 2020-04-28 重庆市海普软件产业有限公司 Forest fire prevention intelligent control system and method
CN111583596B (en) * 2020-05-09 2021-11-19 杭州润缘信息科技有限公司 Alarm risk grade evaluation method based on sensor concentration value
CN111583596A (en) * 2020-05-09 2020-08-25 杭州润缘信息科技有限公司 Alarm risk grade detection and evaluation method based on sensor concentration value
CN112464813A (en) * 2020-11-26 2021-03-09 国网北京市电力公司 Method and device for monitoring mountain fire
CN112833953A (en) * 2021-01-07 2021-05-25 衢州光明电力投资集团有限公司赋腾科技分公司 Intelligent power grid online monitoring method based on intelligent power transmission and distribution equipment
CN113328411A (en) * 2021-05-27 2021-08-31 中国石油天然气股份有限公司 Method and device for automatically cutting off power supply of power supply overhead line
CN114821946A (en) * 2022-04-15 2022-07-29 国网河北省电力有限公司电力科学研究院 Fire early warning method, monitoring terminal and system for alternating current power supply of transformer substation
CN114821946B (en) * 2022-04-15 2024-04-19 国网河北省电力有限公司电力科学研究院 Fire disaster early warning method, monitoring terminal and system for transformer substation alternating current power supply
CN116476060A (en) * 2023-04-24 2023-07-25 武汉智网兴电科技开发有限公司 Intelligent operation and detection method and system for substation equipment based on inspection robot
CN116476060B (en) * 2023-04-24 2023-09-29 武汉智网兴电科技开发有限公司 Intelligent operation and detection method and system for substation equipment based on inspection robot

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Application publication date: 20170510