CN107290623A - A kind of transmission line malfunction reason recognition methods based on Auto-matching - Google Patents

A kind of transmission line malfunction reason recognition methods based on Auto-matching Download PDF

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Publication number
CN107290623A
CN107290623A CN201710318851.4A CN201710318851A CN107290623A CN 107290623 A CN107290623 A CN 107290623A CN 201710318851 A CN201710318851 A CN 201710318851A CN 107290623 A CN107290623 A CN 107290623A
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China
Prior art keywords
transmission line
lightning
data
electricity
shaft tower
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CN201710318851.4A
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Chinese (zh)
Inventor
张炜
王乐
邬蓉蓉
郭丽娟
朱时阳
蒲金雨
蒙国斌
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Electric Power Research Institute of Guangxi Power Grid Co Ltd
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Electric Power Research Institute of Guangxi Power Grid Co Ltd
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Priority to CN201710318851.4A priority Critical patent/CN107290623A/en
Publication of CN107290623A publication Critical patent/CN107290623A/en
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/08Locating faults in cables, transmission lines, or networks
    • G01R31/081Locating faults in cables, transmission lines, or networks according to type of conductors
    • G01R31/085Locating faults in cables, transmission lines, or networks according to type of conductors in power transmission or distribution lines, e.g. overhead
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R19/00Arrangements for measuring currents or voltages or for indicating presence or sign thereof
    • G01R19/165Indicating that current or voltage is either above or below a predetermined value or within or outside a predetermined range of values
    • G01R19/16533Indicating that current or voltage is either above or below a predetermined value or within or outside a predetermined range of values characterised by the application
    • G01R19/16538Indicating that current or voltage is either above or below a predetermined value or within or outside a predetermined range of values characterised by the application in AC or DC supplies

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Power Engineering (AREA)
  • Locating Faults (AREA)

Abstract

The invention discloses a kind of transmission line malfunction reason recognition methods based on Auto-matching, this method is accessed first on the basis of lightning location system, terminated line trips and machine account information, and then judges lightning fault position;According to transmission line of electricity is compared, shaft tower judges lightning fault property around the resistance to thunder level of counterattack and amplitude of lightning current size step by step again.It the method achieve automatic discriminating transmission line of electricity tripping operation lightning fault, technical basis is provided for the aid decision that is quickly handled after lightning stroke trip accident calamity, captured must rely on line walking after lightning fault search trouble point can tracing trouble type and failure judgement position application limitation, the time of transmission line malfunction repairing telegram in reply is greatly shortened, human, financial, and material resources and time cost when largely searching failure is saved.

Description

A kind of transmission line malfunction reason recognition methods based on Auto-matching
Technical field
The invention belongs to power equipment state monitoring and fault diagnosis technology field, and in particular to one kind is based on Auto-matching Transmission line malfunction reason recognition methods.
Background technology
Transmission line of electricity tripping operation is to influence the major reason of power transformating and supplying facility reliability, and the quantity tripped caused by thunderbolt Account for more than the 65% of 110kV and above transmission line of electricity tripping operation sum.Current each provincial power network passes through lighting location System(Lightning locating system, LLS)Monitoring, the thunderbolt information in the range of storage region, and judged with this and Search lightning failure point.Transmission line of electricity tripping operation, which is directly affected, to be concerned the electric power of national economy and reliably supplies.In addition, transmission line of electricity Lightning fault it is main caused by lightning current shielding or counterattack, and the mechanism that both occurs is different, therefore safeguard procedures It is not quite similar.
On the one hand, shielding is influenceed larger by amplitude of lightning current, earth-wire protection angle, is strikeed back by amplitude of lightning current, lightning current The grounded screen electric resistance influence of maximum gradient and shaft tower is larger.The concrete reason type that lightning fault can not such as be judged be shielding or Counterattack, then be difficult to instruct transmission line malfunction inquiry with formulating targetedly lightning protection measures, and then also influence the peace of power system Full stable operation.On the other hand, though lightning location system puts into operation for many years in each provincial power network, it is only limitted to monitor in time, deposits Thunderbolt information in the range of storage area domain, does not break through the technical bottleneck in terms of intelligent diagnostics transmission line lightning stroke failure.In view of This, it is necessary to the relation between lightning location system data and transmission line of electricity tripping operation is deeply excavated, so as to judge identification thunderbolt event The reason for barrier.
The content of the invention
To overcome above-mentioned the deficiencies in the prior art, it is an object of the invention to provide a kind of power transmission line based on Auto-matching Road failure cause recognition methods, to solve to lack tracing trouble type and the application limitation of failure judgement position, contracting in industry The response time of short malfunction elimination and repairing telegram in reply, it is to avoid lead to the technical problem that electric power safety produces event.
To solve the above problems, the present invention is adopted the following technical scheme that:
A kind of transmission line malfunction reason recognition methods based on Auto-matching, comprises the following steps:
S1:From protection with being transferred in wave-record chart system and changing Tripping data, transferred from production safety management information system And transmission line of electricity account data is changed, the Tripping data includes tripping operation line name, tripping operation place on line and trip time, institute Stating tripping operation place on line includes the shaft tower number before and after fault localization information and abort situation, in the trip time and transformer station Gps time synchronization system is consistent, and the transmission line of electricity account data includes the shaft tower latitude and longitude coordinates data at different levels of circuit, voltage Grade, O&M unit and around, strike back resistance to thunder level;
S2:Line name in the matching tripping operation line name and lightning location system;
S3:Determine the corridor buffering area of the tripping operation circuit;
S4:With 1 minute before and after the line tripping time for query range, on the tripping operation line in inquiry lightning location system All lightning informations in the corridor buffering area on road;
S5:According to step S4 Query Result, the distance between the thunder and lightning and every grade of shaft tower are calculated one by one, if apart from less than institute The radius of corridor buffering area is stated, then is exported the parameter of the thunder and lightning and its corresponding shaft tower numbering, then according to every grade of shaft tower Draw circular by radius of the radius of the corridor buffering area, and different circles are connected with tangent line, obtain transmission line of electricity buffering Area, then the thunder and lightning set described in traversal queries in transmission line of electricity buffering area, and with shaft tower step-by-step calculation distance, filter out all thunders The minimum range of electricity and shaft tower;
S6:The thunderbolt for being less than 0.5 kilometer away from shaft tower is defined as the doubtful thunderbolt for causing to trip, and it is neighbouring to record the thunderbolt Shaft tower number, vertical range and amplitude of lightning current with the transmission line of electricity;
S7:Compare the amplitude of lightning current and adjacent shaft tower around, strike back resistance to thunder level, the thunder and lightning measured when lightning location system Flow amplitude I >=horizontal I1 of the resistance to thunder of counterattack, then the lightning stroke flashover of the transmission line of electricity is caused by strikeing back, when I is in the shielding water of resistance to thunder Within flat I2 value ranges, then the lightning stroke flashover of the transmission line of electricity is caused by shielding, otherwise, it is impossible to judge the transmission line of electricity Lightning stroke flashover reason;
S8:Step S7 judged result is shown, and is saved in lightning location system, while pushing in monitoring and warning The heart.
It is preferred that, the specific method that Tripping data is transferred in the step S1 is:First by the protection in the area of safety II with The magnanimity near-realtime data that Tripping data mirror image in wave-record chart system is pushed in the integrated data network in IIIth area of safety Service platform data server, finally pushes Tripping data from the data server to Web Application Server.
It is preferred that, laterally forward and reverse isolating device is deployed between IIIth area of the area of safety II and safety.
It is preferred that, the conversion in the step S1 is realized by setting up data center's transition components.
It is preferred that, the data center is that data are synchronized and shared by event trigger mechanism or timing mechanism.
It is preferred that, the trip time in the step S1 is accurate to Millisecond.
It is preferred that, the specific method matched in the step S2 is:Data are solved by formulating data resolution rules Analysis, and be associated after verification by device coding.
It is preferred that, the verification includes automatically and manually two ways.
It is preferred that, the association includes automatically and manually two ways.
It is preferred that, the determination method of corridor buffering area is in the step S3:In analysis tripping operation line alignment, statistics circuit Warp, the latitude coordinate of shaft tower coordinate East, West, South, North four direction, and be designated as respectively ELongitude, WLongitude, SLatitude、NLatitude;Then according to inquiry buffering radius R predetermined in advance, an inquiry cushioned rectangular region is drawn, The rectangular area is corridor buffering area, and the southwest in the region, northeast coordinate are respectively(WLongitude-R, SLatitude-R),(ELongitude+R, NLatitude+R).
The invention has the advantages that:
The present invention is realized certainly on the basis of lightning location system by access, the tripping operation on matched transmission line road and machine account information The dynamic position for differentiating transmission line lightning stroke tripping fault and thunder and lightning, around, counterattack type, are to search lightning failure point and diagnosis is transmitted electricity The trip reason of circuit provides technical support.The diagnostic result of this method is reliable, advantageously reduces transmission line of electricity because of lightning stroke trip Cause the time stopped transport, save human, financial, and material resources and time cost when largely searching failure, improve power supply reliability.In addition, Reference reference can be also provided for the data interaction resource-sharing between Heterogeneous Information System in power grid enterprises.
Brief description of the drawings
Fig. 1 is step flow chart of the invention.
Embodiment
A kind of transmission line malfunction reason recognition methods based on Auto-matching, number of faults is obtained by Web service technology According to lightning data and line account data in line tripping information in storehouse or fault localization information and lightning location system, then Carry out comparing analysis in real time, a line tripping and lightening activity correlation analysis result, its detailed process can be obtained in time As shown in figure 1, comprising the following steps:
S1:From protection with being transferred in wave-record chart system and changing Tripping data, transferred from production safety management information system And transmission line of electricity account data is changed, the Tripping data includes tripping operation line name, tripping operation place on line and trip time, institute Stating tripping operation place on line includes the shaft tower number before and after fault localization information and abort situation, in the trip time and transformer station Gps time synchronization system is consistent, and the transmission line of electricity account data includes the shaft tower latitude and longitude coordinates data at different levels of circuit, voltage Grade, O&M unit and around, strike back resistance to thunder level.Line name is used to distinguish different circuits, and the locus of lightning strike spot is thunder One of main information that pyroelectric monitor is obtained, the Main Means of transmission line malfunction inquiry are exactly the space by lightning strike spot and circuit Position is compared, therefore, and place on line information is extremely important, obtains high-precision place on line information and is conducive to improving thunder and lightning Activity and the confidence level of line tripping fault correlation analysis, meanwhile, the trip time will also have the precision of Millisecond.Though through many Year accumulation, the existing lightning location system co-ordinate position information of typing 110kV and above transmission line of electricity substantially, but still shortcoming Shaft tower information before and after fault localization, abort situation.
Due to protect with wave-record chart system in Tripping data be located at the area of information security II, and lightning location system due to It is caused not obtain directly positioned at the area of information security III, using Tripping data, the present invention first will protection and wave-record chart system The magnanimity near-realtime data service platform data server that Tripping data mirror image in system is pushed in integrated data network, and Laterally forward and reverse isolating device is disposed between IIIth area of the area of safety II and safety, eventually through the area of safety III data server to Web Application Server pushes Tripping data, while also meeting the safety requirements of the transregional isolation of electric power monitoring system.
Because often there is the Heterogeneity of data communication in different information systems, it is difficult to fully demonstrate device status data Shared advantage.In consideration of it, the present invention realizes production safety management by setting up data center i.e. intermediate database transition components Coding mapping and model conversion between information system, protection and wave-record chart system and lightning location system, and pass through event Trigger mechanism or timing mechanism, the data to data center are synchronized and shared.
S2:Line name in the matching tripping operation line name and lightning location system.Line name is used to distinguish not Same circuit, to structural datas such as line names, according to the characteristic of data in itself, the present invention is by formulating data resolution rules pair Data are parsed, and are associated after verification by device coding, it is verified, device coding interrelational form include it is automatic and Manual two kinds.
S3:The corridor buffering area of the tripping operation circuit is determined, its method is:In analysis tripping operation line alignment, statistics circuit Warp, the latitude coordinate of shaft tower coordinate East, West, South, North four direction, and be designated as respectively ELongitude, WLongitude, SLatitude、NLatitude;Then according to inquiry buffering radius R predetermined in advance, an inquiry cushioned rectangular region is drawn, The rectangular area is corridor buffering area, the southwest in the region(Lower-left), northeast(Upper right)Coordinate is respectively (WLongitude-R, SLatitude-R),(ELongitude+R, NLatitude+R).
S4:With 1 minute before and after the line tripping time for query range, jumped in inquiry lightning location system on described All lightning informations in the corridor buffering area on brake cable road.
S5:According to step S4 Query Result, the distance between the thunder and lightning and every grade of shaft tower are calculated one by one, if apart from small In the radius of the corridor buffering area, then the parameter of the thunder and lightning and its corresponding shaft tower numbering are exported, then according to every grade Shaft tower draws circle by radius of the radius of the corridor buffering area, and different circles are connected with tangent line, obtains transmission line of electricity Buffering area, then the thunder and lightning set described in traversal queries in transmission line of electricity buffering area, and with shaft tower step-by-step calculation distance, filter out institute There is the minimum range of thunder and lightning and shaft tower.
S6:The thunderbolt for being less than 0.5 kilometer away from shaft tower is defined as the doubtful thunderbolt for causing to trip, and it is adjacent to record the thunderbolt Near shaft tower number and the vertical range and amplitude of lightning current of the transmission line of electricity.
S7:Compare the amplitude of lightning current and adjacent shaft tower around, strike back resistance to thunder level, measured when lightning location system Amplitude of lightning current I >=horizontal the I1 of the resistance to thunder of counterattack, then the lightning stroke flashover of the transmission line of electricity is caused by strikeing back, when I is resistance in shielding Within the horizontal I2 value ranges of thunder, then the lightning stroke flashover of the transmission line of electricity is caused by shielding, otherwise, it is impossible to judge the power transmission line The lightning stroke flashover reason on road.When lacking the horizontal parameters of resistance to thunder in transmission line of electricity machine account, system is resistance to by referring to the circuit of acquiescence Thunder parameter recognizes tripping fault reason.
S8:Step S7 judged result is shown, and is saved in lightning location system, while it is pre- to push to monitoring Alert center, according to line tripping diagnostic result is shown, operation maintenance personnel carries out line walking and further analysis.
Embodiment 1
It is described as follows so that 110kV pulls strings forever as an example:
First, Tripping data is transferred.
Access tripping operation line name and trip time, and it is as follows to parse information in real time:
Trip circuit name:Pull strings forever
Voltage class:110kV
Trip time:2014-05-30 18:06:00.
Secondly, lightning location system line information interface is transferred first, and it is as follows to match tripping operation circuit:
Numbering Voltage Circuit name Shaft tower number Length
1038 110 Pull strings forever 28 6865
And then " pulling strings forever " is inquired about in " 2014-05-30 18:06:1 minute before and after 00 " time point, the kilometer range of corridor radius one Interior detailed thunderbolt information and resistance to thunder level, and judge trouble point and thunderbolt type.
Finally, diagnostic result, and show.
When lacking the horizontal parameters of resistance to thunder in transmission line of electricity machine account, system is known by referring to the resistance to thunder parameter of circuit of acquiescence Result is shown after other tripping fault reason.
The method of the present invention collects fusion mass lightning monitor value and line account information first, and obtains, matches in real time Line tripping information;Then the lightning current that shielding in relatively transmission line of electricity, the resistance to thunder level of counterattack and lightning location system are monitored It is automatic to differentiate transmission line of electricity tripping operation lightning fault on the basis of amplitude, it is the aid decision quickly handled after lightning stroke trip accident calamity Technical basis is provided, having captured line walking lookup trouble point after palpus dependence lightning fault can tracing trouble type and failure judgement position The application limitation put, is greatly shortened the time of transmission line malfunction repairing telegram in reply.

Claims (10)

1. a kind of transmission line malfunction reason recognition methods based on Auto-matching, it is characterised in that comprise the following steps:
S1:From protection with being transferred in wave-record chart system and changing Tripping data, transferred from production safety management information system And transmission line of electricity account data is changed, the Tripping data includes tripping operation line name, tripping operation place on line and trip time, institute Stating tripping operation place on line includes the shaft tower number before and after fault localization information and abort situation, in the trip time and transformer station Gps time synchronization system is consistent, and the transmission line of electricity account data includes the shaft tower latitude and longitude coordinates data at different levels of circuit, voltage Grade, O&M unit and around, strike back resistance to thunder level;
S2:Line name in the matching tripping operation line name and lightning location system;
S3:Determine the corridor buffering area of the tripping operation circuit;
S4:With 1 minute before and after the line tripping time for query range, on the tripping operation line in inquiry lightning location system All lightning informations in the corridor buffering area on road;
S5:According to step S4 Query Result, the distance between the thunder and lightning and every grade of shaft tower are calculated one by one, if apart from less than institute The radius of corridor buffering area is stated, then is exported the parameter of the thunder and lightning and its corresponding shaft tower numbering, then according to every grade of shaft tower Draw circular by radius of the radius of the corridor buffering area, and different circles are connected with tangent line, obtain transmission line of electricity buffering Area, then the thunder and lightning set described in traversal queries in transmission line of electricity buffering area, and with shaft tower step-by-step calculation distance, filter out all thunders The minimum range of electricity and shaft tower;
S6:The thunderbolt for being less than 0.5 kilometer away from shaft tower is defined as the doubtful thunderbolt for causing to trip, and it is neighbouring to record the thunderbolt Shaft tower number, vertical range and amplitude of lightning current with the transmission line of electricity;
S7:Compare the amplitude of lightning current and adjacent shaft tower around, strike back resistance to thunder level, the thunder and lightning measured when lightning location system Flow amplitude I >=horizontal I1 of the resistance to thunder of counterattack, then the lightning stroke flashover of the transmission line of electricity is caused by strikeing back, when I is in the shielding water of resistance to thunder Within flat I2 value ranges, then the lightning stroke flashover of the transmission line of electricity is caused by shielding, otherwise, it is impossible to judge the transmission line of electricity Lightning stroke flashover reason;
S8:Step S7 judged result is shown, and is saved in lightning location system, while pushing in monitoring and warning The heart.
2. a kind of transmission line malfunction reason recognition methods based on Auto-matching according to claim 1, its feature exists In the specific method that Tripping data is transferred in the step S1 is:First by the protection in the area of safety II and wave-record chart system In Tripping data mirror image push to positioned at safety IIIth area integrated data network in magnanimity near-realtime data service platform data Server, finally pushes Tripping data from the data server to Web Application Server.
3. a kind of transmission line malfunction reason recognition methods based on Auto-matching according to claim 2, its feature exists Laterally forward and reverse isolating device is deployed between IIIth area of, the area of safety II and safety.
4. a kind of transmission line malfunction reason recognition methods based on Auto-matching according to claim 1, its feature exists In the conversion in the step S1 is realized by setting up data center's transition components.
5. a kind of transmission line malfunction reason recognition methods based on Auto-matching according to claim 4, its feature exists In the data center is that data are synchronized and shared by event trigger mechanism or timing mechanism.
6. a kind of transmission line malfunction reason recognition methods based on Auto-matching according to claim 1, its feature exists In the trip time in the step S1 is accurate to Millisecond.
7. a kind of transmission line malfunction reason recognition methods based on Auto-matching according to claim 1, its feature exists In the specific method matched in the step S2 is:Data are parsed by formulating data resolution rules, and after verification It is associated by device coding.
8. a kind of transmission line malfunction reason recognition methods based on Auto-matching according to claim 7, its feature exists In the verification includes automatically and manually two ways.
9. a kind of transmission line malfunction reason recognition methods based on Auto-matching according to claim 7, its feature exists In the association includes automatically and manually two ways.
10. a kind of transmission line malfunction reason recognition methods based on Auto-matching according to claim 1, its feature exists In the determination method of corridor buffering area is in the step S3:Analysis tripping operation line alignment, statistics circuit in shaft tower coordinate east, West, south, the warp of north four direction, latitude coordinate, and be designated as respectively ELongitude, WLongitude, SLatitude, NLatitude;Then according to inquiry buffering radius R predetermined in advance, an inquiry cushioned rectangular region, the rectangle region are drawn Domain is corridor buffering area, and the southwest in the region, northeast coordinate are respectively(WLongitude-R, SLatitude-R), (ELongitude+R, NLatitude+R).
CN201710318851.4A 2017-05-08 2017-05-08 A kind of transmission line malfunction reason recognition methods based on Auto-matching Pending CN107290623A (en)

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CN108169628A (en) * 2018-02-10 2018-06-15 新乡市中宝电气有限公司 Identification lightning fault property and the device and method for being accurately positioned trouble point
CN108761175A (en) * 2018-05-18 2018-11-06 云南电网有限责任公司电力科学研究院 A kind of ground potential rises detecting system and transmission line lightning stroke situation determines method
CN109085850A (en) * 2018-09-10 2018-12-25 国网电力科学研究院武汉南瑞有限责任公司 The autonomous method for inspecting of unmanned plane based on passway for transmitting electricity three-dimensional thunder total number evidence
CN110941902A (en) * 2019-11-26 2020-03-31 云南电网有限责任公司 Lightning stroke fault early warning method and system for power transmission line
CN111007361A (en) * 2019-12-27 2020-04-14 广东电网有限责任公司电力科学研究院 Power transmission line fault positioning method, system and equipment
CN111917176A (en) * 2020-06-01 2020-11-10 云南电网有限责任公司大理供电局 Lightning information system of 35kV power transmission line and analysis method thereof
CN113030647A (en) * 2021-03-15 2021-06-25 国网江苏省电力有限公司徐州供电分公司 Active early warning system and method for faults in three-span section of power transmission network line
CN113253054A (en) * 2021-05-24 2021-08-13 中国农业大学 Lightning imager-based power distribution network lightning fault rapid positioning method
CN113281616A (en) * 2021-05-28 2021-08-20 国网冀北电力有限公司承德供电公司 Power transmission line fault diagnosis method, system and framework based on expert system
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CN117706280A (en) * 2024-02-05 2024-03-15 南昌科晨电力试验研究有限公司 Distribution line lightning fault positioning method and system based on multi-source data

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CN108020755A (en) * 2017-12-06 2018-05-11 国网山东省电力公司电力科学研究院 Electric network fault localization method based on failure wave-recording and lightning location system
CN108169628A (en) * 2018-02-10 2018-06-15 新乡市中宝电气有限公司 Identification lightning fault property and the device and method for being accurately positioned trouble point
CN108761175A (en) * 2018-05-18 2018-11-06 云南电网有限责任公司电力科学研究院 A kind of ground potential rises detecting system and transmission line lightning stroke situation determines method
CN108761175B (en) * 2018-05-18 2021-03-12 云南电网有限责任公司电力科学研究院 Ground potential rise detection system and power transmission line lightning stroke condition determination method
CN109085850A (en) * 2018-09-10 2018-12-25 国网电力科学研究院武汉南瑞有限责任公司 The autonomous method for inspecting of unmanned plane based on passway for transmitting electricity three-dimensional thunder total number evidence
CN110941902A (en) * 2019-11-26 2020-03-31 云南电网有限责任公司 Lightning stroke fault early warning method and system for power transmission line
CN110941902B (en) * 2019-11-26 2023-09-12 云南电网有限责任公司 Lightning stroke fault early warning method and system for power transmission line
CN111007361A (en) * 2019-12-27 2020-04-14 广东电网有限责任公司电力科学研究院 Power transmission line fault positioning method, system and equipment
CN111917176B (en) * 2020-06-01 2023-06-16 云南电网有限责任公司大理供电局 35kV power transmission line lightning information system and analysis method thereof
CN111917176A (en) * 2020-06-01 2020-11-10 云南电网有限责任公司大理供电局 Lightning information system of 35kV power transmission line and analysis method thereof
CN113030647A (en) * 2021-03-15 2021-06-25 国网江苏省电力有限公司徐州供电分公司 Active early warning system and method for faults in three-span section of power transmission network line
CN113253054B (en) * 2021-05-24 2022-02-25 中国农业大学 Lightning imager-based power distribution network lightning fault rapid positioning method
CN113253054A (en) * 2021-05-24 2021-08-13 中国农业大学 Lightning imager-based power distribution network lightning fault rapid positioning method
CN113281616A (en) * 2021-05-28 2021-08-20 国网冀北电力有限公司承德供电公司 Power transmission line fault diagnosis method, system and framework based on expert system
CN115508663A (en) * 2022-08-26 2022-12-23 云南电网有限责任公司电力科学研究院 Lightning stroke fault positioning method and system
CN117706280A (en) * 2024-02-05 2024-03-15 南昌科晨电力试验研究有限公司 Distribution line lightning fault positioning method and system based on multi-source data
CN117706280B (en) * 2024-02-05 2024-06-04 南昌科晨电力试验研究有限公司 Distribution line lightning fault positioning method and system based on multi-source data

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