CN108152673A - A kind of active distribution network failure Hierarchical Location method using multi-source data - Google Patents

A kind of active distribution network failure Hierarchical Location method using multi-source data Download PDF

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CN108152673A
CN108152673A CN201711354051.4A CN201711354051A CN108152673A CN 108152673 A CN108152673 A CN 108152673A CN 201711354051 A CN201711354051 A CN 201711354051A CN 108152673 A CN108152673 A CN 108152673A
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fault
failure
node
distance
value
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CN108152673B (en
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马洲俊
郑玉平
高昇宇
黄文焘
张明
孙昕杰
卫志农
张�林
王春宁
郭璇
叶婷
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Shanghai Jiaotong University
State Grid Jiangsu Electric Power Co Ltd
Hohai University HHU
Nanjing Power Supply Co of Jiangsu Electric Power Co
Nanjing Power Supply Co of State Grid Jiangsu Electric Power Co Ltd
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Shanghai Jiaotong University
State Grid Jiangsu Electric Power Co Ltd
Hohai University HHU
Nanjing Power Supply Co of Jiangsu Electric Power Co
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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
    • G01R31/088Aspects of digital computing

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  • Engineering & Computer Science (AREA)
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  • General Physics & Mathematics (AREA)
  • Locating Faults (AREA)
  • Emergency Protection Circuit Devices (AREA)

Abstract

A kind of active distribution network failure Hierarchical Location method using multi-source data, is divided into prime area layer positioning and exact layer positions two levels.The information for comprehensively utilizing the breaker of the fault moment of upload, block switch and interconnection switch monitoring terminal FTU first carries out fault section area level positioning, then in the range of determining fault section, carry out line layer positioning, it is calculated using two end node electric quantity information of fault section, obtains accurate abort situation.Pass through verification, the results showed that the method for the present invention can not be influenced by fault type and position, quickly realize fault location;Used fault location principle is simple and reliable, has relatively strong anti-transition resistance ability;Sample frequency is of less demanding, while can improve fault location precision, therefore with higher actual application value by improving sample frequency.

Description

A kind of active distribution network failure Hierarchical Location method using multi-source data
Technical field
The invention belongs to technical field of electric power, are related to relay protection of power system, are a kind of active using multi-source data Distribution network failure Hierarchical Location method.
Background technology
With the development of modern power systems, the network of power distribution network is increasingly complicated, and capacity and voltage class are constantly promoted, and are matched The safe normal operation of power grid becomes the key link of service power grid user.It, can be in circuit event in power distribution network operational monitoring Exact failure positioning distance measuring is quickly realized after barrier, is the key that improve distribution network reliability.
Phase fault occurs for circuit, adjoint over-current phenomenon avoidance, fault identification easy to implement can occurs.It is single-phase in power distribution network Earth fault is most common fault type, and distribution network failure positions the accurate positionin primarily directed to singlephase earth fault[1]。 At present, the common method of distribution network failure positioning has:1) Fault Locating Method based on impedance, to measure failure at circuit end points Distance[2]-[3], in practical applications quite extensively, advantage is fairly simple reliable to impedance method, and shortcoming is that range accuracy is not high, is passed The R-L model algorithms of system are one-end fault location algorithm, and in power distribution network application, traditional R-L model algorithms are there are transition In the case of resistance, the problem of coupling information of double-ended current can not be eliminated, it can not realize and be accurately positioned;2) failure based on traveling wave Localization method, the traveling wave generated by failure two-way time between trouble point and measurement end calculate fault distance[4];3) base In the Fault Locating Method of signal injection, by realizing that trouble point tracks to system Injection Signal[5].Wherein, based on impedance method Fault distance-finding method principle it is simple, be widely used research, and also deposited for the Fault Locating Method based on impedance The defects of, be further improved.
Bibliography
[1] Ji Tao, Sun Tongjing, Xue Yongduan wait distribution network failures Current Localization Technology and prospect [J] protecting electrical power systems With control, 2005,33 (24):32-37.
[2] Huang Yanquan, Xiao Jian, Li Jin wait least square methods to apply pre-test [J] power train blanket insurances in distance protection Shield and control, 2004,32 (7):17-20.
[3] impedance method research [J] of Liu Jiajun, Li Chunju, the Li Wen tinkling of pieces of jade application and trouble current weights in fault localization Electric railway, 2003 (5):1-4.
[4] Dong Xinzhou, Ge Yaozhong, the third boundary of Xu is using in measuring distance of transmission line fault research [J] of transient current travelling waves State's electrical engineering journal, 1999 (4):76-80.
[5] Wang Xinchao, mulberry middle be based on " S injection methods " a kind of fault location new method [J] protecting electrical power systems with Control, 2001,29 (7):9-12.
Invention content
The problem to be solved in the present invention is:Fault Locating Method based on impedance is widely used in distribution network failure positioning, but Its positioning accuracy is unable to meet demand, has much room for improvement.The present invention proposes a kind of new active distribution network using multi-source data Failure Hierarchical Location method.
The technical scheme is that:A kind of active distribution network failure Hierarchical Location method using multi-source data, including Following steps:
Step 1:After line failure, failure-description matrix is constructed first with multi-source data, carries out abort situation Breaker, block switch and interconnection switch are marked as switching node, the switching network description of structure N × N ranks by initial alignment first Matrix D, works as line failure, and update switching network Description Matrix D obtains failure-description matrix F, judges fault section;
Step 2:The fault section information obtained according to step 1, in originally determined fault section, according to fault section The voltage and current information of two end node m, n calculates the equivalent resistance and equivalent inductance at trouble point distance m ends into determinant:
It is located at circuit between node m and node n and transition resistance R occursgShort trouble, establishing formula is:
In formula, RmAnd LmThe respectively line equivalent resistance and inductance at failure point distance m ends, RnAnd LnRespectively event Hinder the line equivalent resistance and inductance at point distance n ends;RlAnd LlLine equivalent all-in resistance and inductance value;umAnd unFor circuit Both ends voltage-to-ground;imAnd inFor circuit both ends electric current;WithFor circuit both ends current differential value;ifFor current in the fault point;
Formula (1) is arranged, is obtained:
I.e.:Δumn=Rmif+LmDmn-Un
Wherein Δ umn=um-un;if=im+in
In two moment t1And t2Voltage-to-ground u, electric current i and the current differential value at both ends are measured respectivelyObtain two Independent equation:
t1Moment:
t2Moment:
Simultaneous formula (3) and (4) obtain:
In formula:It is calculated using difference come approximate differential, while the median for choosing two adjacent sampling instances is used as and is somebody's turn to do The measured value at moment, then have:
Wherein, TsFor sampling interval duration;im(h), im(h+1), im(h+2) be respectively node m electric currents h, h+1 and h The value of+2 sampled points, in(h), in(h+1), in(h+2) be respectively node n electric currents h, h+1 and h+2 sampled points value;
If circuit does not break down, formula (5) (6), which carries out abbreviation, can so that molecule and denominator are zero simultaneously, should not carry out Fault distance calculates, therefore fault distance is set to calculate criterion:
|if1Dmn2-if2Dmn1| > Kset (7)
Take KsetBe 0.1, if circuit does not break down, that is, be unsatisfactory for dynamic fault distance and calculate criterion, then without failure away from From calculating;
Step 3:The equivalent resistance R of abort situation distance m nodes is calculated using step 2mWith inductance LmEvent is acquired respectively The distance of barrier point and node m, and the average value of the fault distance to be calculated respectively is as final fault distance calculated value.
Further, in step 3, with RmAnd LmFault distance is acquired respectively, with the flat of the fault distance that is calculated respectively Mean value is as final fault distance calculated value:
In formula, R1And L1Respectively circuit unit length inductance value and resistance value choose 5ms data windows to by fault section Information carries out data processing, and data window is slided with sampled point, in a data window, the abort situation calculated value that is continuously available S meets relative error and is continuously less than 1%, then judges that calculated value is restrained, as final therefore distance.
In order to solve active distribution network line fault orientation problem, the present invention proposes a kind of active using multi-source data Distribution network failure Hierarchical Location method.On the basis of traditional fault distance-finding method, integrated use grid disruption road of the present invention The multidimensional datas such as the information of device, block switch and interconnection switch monitoring terminal, and simultaneously to the R-L in traditional one-end fault ranging Model algorithm is improved, and is allowed to be used not only for both-end fault location, and registration.The method of the present invention is divided into original area Domain layer positioning and exact layer position two levels, first with the breaker, block switch and connection of the fault moment of upload The information architecture failure-description matrix of network switch monitors terminal carries out fault section area level positioning, then in determining faulty section In segment limit, line layer positioning is carried out, is calculated using two end node electric quantity information of fault section, obtains accurate failure Position.The method of the present invention can not be influenced by fault type and position, quickly realize fault location;Used fault location principle It is simple and reliable, there is relatively strong anti-transition resistance ability.The method of the present invention is of less demanding to sample frequency, while can pass through raising Sample frequency improves fault location precision, therefore with good practical value.
Description of the drawings
Fig. 1 is the active active distribution network system of 9 nodes of the embodiment of the present invention.
Fig. 2 is the active active distribution network system switching network of 9 nodes of the embodiment of the present invention.
Fig. 3 is the single-line to ground fault system model of the embodiment of the present invention.
Specific embodiment
On the basis of traditional Fault Locating Method, integrated use grid disruption road device of the present invention, block switch and connection The multi-source datas such as network switch monitors terminal FTU (Feeder terminal unit, Feeder Terminal Unit) information, and simultaneously to passing System R-L model algorithms are improved, it is proposed that a kind of active distribution network failure Hierarchical Location method using multi-source data.The party Method is divided into prime area layer positioning and exact layer positions two levels.First with the breaker of the fault moment of upload, Block switch and the information structuring failure-description matrix of interconnection switch monitoring determine fault section range, then in determining failure In the range of section, according to fault zone node voltage magnitude of current information, faulty line is calculated using R-L model algorithms are improved Exact position.By verification, this method can not be influenced by fault type and position, have relatively strong anti-transition resistance ability, It can rapidly and accurately realize fault location.
Illustrate the implementation method of the present invention below.
Step 1:After line failure, first with breaker, block switch and interconnection switch monitoring terminal FTU information Multi-source datas construction failure-description matrix is waited to carry out the initial alignment of abort situation.It, will based on topological structure in active distribution network Breaker, block switch and interconnection switch are marked as switching node, and form switching network Description Matrix D.Setting network first Positive direction, it is specified that:Single supply network is line power flow direction;Power network is individually powered feelings to assume in a certain power supply Under condition, the direction of line power flowing.In N number of meshed network, structure N × N rank switch Description Matrix D, for switching node I, if switching node j is attached thereto, and network positive direction is switching node i directing switch node j, then dij=1;Otherwise dij= 0. has:
Work as line failure, if the direction that switching node i flows through fault current is consistent with the network positive direction set, This node FTU corrects switching network Description Matrix D to control centre's up-delivering signal " 1 ", by diiValue is modified to 1;If otherwise Switching node i flow through fault current direction with network positive direction on the contrary, no fault current flow through, then diiKeep initial value. After the completion of switching network Description Matrix D is corrected, failure-description matrix F is obtained.
Area level fault location is carried out according to failure-description matrix F, if switching node i meets fii=1, fault section detection Principle is:
(1) meet f for allij=1 switching node j (j=1,2,3 ... N, j ≠ i), while meet fjj=0, then Failure is happened on switching node i and switching node j sections.
(2) if all switching node j (j=1,2,3 ... N, j ≠ i), are satisfied by fij=0, then failure be happened at joint The end of point i.
Step 2:Fault bit is completed with multi-source datas such as breaker, block switch and interconnection switch monitoring terminal FTU information After putting initial alignment, fault section information can be obtained.In originally determined fault section, according to two end segment of fault section Point voltage and current information, can be into determinant.Circuit course of emergency crosses resistance R between node m and node ngShort trouble For, establishing formula is:
In formula, RmAnd LmThe respectively line equivalent resistance and inductance at failure point distance m ends, RnAnd LnRespectively event Hinder the line equivalent resistance and inductance at point distance n ends;RlAnd LlLine equivalent all-in resistance and inductance value;umAnd unFor circuit Both ends voltage-to-ground;imAnd inFor circuit both ends electric current;WithFor circuit both ends current differential value;ifFor current in the fault point.
Formula is arranged, can be obtained:
As:Δumn=Rmif+ZmDmn-Un
Wherein Δ umn=um-un;if=im+in
In two moment t1And t2Respectively measure u, i andIt can be obtained by two independent equations:
It can then be calculated by simultaneous formula (4) and (5).It obtains:
In formula:It is calculated using difference come approximate differential, while the median for choosing two adjacent sampling instances is used as and is somebody's turn to do The measured value at moment, then have:
Wherein, TsFor sampling interval duration;im(h), im(h+1), im(h+2) be respectively node m electric currents h, h+1 and h The value of+2 sampled points, in(h), in(h+1), in(h+2) be respectively node n electric currents h, h+1 and h+2 sampled points value.
If circuit does not break down, formula (6) (7), which carries out abbreviation, can so that molecule and denominator are zero simultaneously, should not carry out Fault distance calculates.Therefore setting fault distance calculates criterion:
|if1Dmn2-if2Dmn1| > Ksrt (8)
Take KsetIt is 0.1, if circuit does not break down, is unsatisfactory for dynamic fault distance and calculates criterion, then without fault distance It calculates.
Step 3:The equivalent resistance and reactance value of abort situation distance m nodes are calculated using step 2.So as to RmWith LmAcquire fault distance respectively, and the average value of the fault distance to be calculated respectively is as final fault distance calculated value:
In formula, R1And L1Respectively circuit unit length inductance value and resistance value.It chooses 5ms data windows and carries out data processing, Data window is slided with sampled point.In a data window, it is continuous that the abort situation calculated value s that is continuously available meets relative error Less than 1%, then judge that calculated value is restrained, as final fault distance.
Present disclosure is described in further details with reference to the accompanying drawings and detailed description.
Fig. 1 show the active active distribution network system structure of 9 nodes, which shares 2 distributed power generation DG, and simultaneously Access main power grid UG (Utility Grid).Wherein, CB1-CB7 represent breaker, S1-S3 represent block switch, breaker and FTU is fitted on block switch, T1-T3 represents main transformer, and T4-T6 represents distribution transforming.Breaker and block switch are marked successively It for switching node and is numbered, switching network figure can be obtained as illustrated in fig. 2, it is assumed that network positive direction is individually powered for DG1 When power flow direction, as solid arrow direction.It is hereby achieved that switching network Description Matrix D is:
A phase line earth fault F1 are set on circuit line4 at 7 end 10km of node, transition resistance is 1 Ω, therefore Barrier is happened at the t=0.5s moment.As shown in Fig. 2, according to fault current direction and the network positive direction principle of correspondence, d can be obtained22 =d66=1, so as to be modified to obtain failure-description matrix F to matrix D to be:
According to fault section detection principle (1):
f6,6=1, f6,10=1, f10,10=0, then fault zone correspond between switching node 4 and switching node 10 and be System structure chart is then between node 7 and node 8.
When an error occurs, the information about power of each node uploads to central computing platform, by failure initial alignment Through determining fault section between node 7 and node 8, power so as to which whole system equivalent can become Double-End Source shown in Fig. 3 Model.Using the current and voltage quantities information of node 7 and node 8, abort situation can be calculated.
The One-terminal that m ends A phase voltages are listed according to system model is:
Wherein, KR=(R0-R1)/3R1, KL=(L0-L1)/3L1The respectively zero-utility theory of line resistance and inductance; R0And R1Respectively circuit unit positive sequence and zero sequence resistance, L0And L1Respectively circuit unit positive sequence and zero sequence inductance;uma, ima, im0The busbar of A phases measures terminal voltage, electric current and zero-sequence current respectively under the malfunction of m ends.
The One-terminal that n ends A phase voltages can similarly be obtained is:
Wherein, RmAnd LmThe respectively line equivalent resistance and inductance at failure point distance m ends, RnAnd LnRespectively event Hinder the line equivalent resistance and inductance at point distance n ends;RlAnd LlLine equivalent all-in resistance and inductance value;una, ina, in0Respectively Busbar for A phases under the malfunction of n ends measures terminal voltage, electric current and zero-sequence current;ifFor current in the fault point.
In two moment t1And t2Respectively measure u, i andIt can be obtained by two independent equations:
It can then carry out that R is calculated by simultaneousmAnd Lm, and with RmAnd LmThe average value for acquiring fault distance respectively is made For final fault distance calculated value:
In formula, R1And L1Respectively circuit unit length positive sequence resistance value and inductance value.The present invention choose 5ms data windows into Row data processing, data window are slided with sampled point.In a data window, the abort situation calculated value s being continuously available meets Relative error is continuously less than 1%, then judges that calculated value is restrained, as final therefore distance.
With the development of modern power systems, the safe normal operation of power distribution network becomes the crucial ring of service power grid user Section.After line fault occurs for power distribution network, fault location ranging is quick and precisely realized, be the pass for improving distribution network reliability Key.On the basis of traditional fault distance-finding method, integrated use grid disruption road device of the present invention, block switch and interconnection switch The multidimensional datas such as the information of monitoring terminal, and traditional R-L model algorithms are improved simultaneously, it is proposed that it is a kind of to utilize multi-source number According to active distribution network failure Hierarchical Location method.This method is divided into prime area layer positioning and exact layer positions two layers It is secondary, it is retouched first with the information architecture failure of the breaker of the fault moment of upload, block switch and interconnection switch monitoring terminal It states matrix and carries out fault section area level positioning, then in the range of determining fault section, carry out line layer positioning, utilize event Barrier two end node electric quantity information of section is calculated, and obtains accurate abort situation.By verification, this method can not be by event Hindering type and position influences, and quickly realizes fault location;Used fault location principle is simple and reliable, has relatively strong anti-transition electricity Resistance ability;Sample frequency is of less demanding, while can improve fault location precision by improving sample frequency, thus with compared with High actual application value.

Claims (3)

1. a kind of active distribution network failure Hierarchical Location method using multi-source data, it is characterized in that including the following steps:
Step 1:After line failure, failure-description matrix is constructed first with multi-source data, carries out the initial of abort situation Breaker, block switch and interconnection switch are marked as switching node by positioning first, build N × N rank switching network Description Matrixes D, works as line failure, and update switching network Description Matrix D obtains failure-description matrix F, judges fault section;
Step 2:The fault section information obtained according to step 1, in originally determined fault section, according to fault section both ends The voltage and current information of node m, n calculate the equivalent resistance and equivalent inductance at trouble point distance m ends into determinant:
It is located at circuit between node m and node n and transition resistance R occursgShort trouble, establishing formula is:
In formula, RmAnd LmThe respectively line equivalent resistance and inductance at failure point distance m ends, RnAnd LnRespectively failure occurs The line equivalent resistance and inductance at place distance n ends;RlAnd LlLine equivalent all-in resistance and inductance value;umAnd unFor circuit both ends pair Ground voltage;imAnd inFor circuit both ends electric current;WithFor circuit both ends current differential value;ifFor current in the fault point;
Formula (1) is arranged, is obtained:
I.e.:△umn=Rmif+LmDmn-Un
Wherein △ umn=um-un;if=im+in
In two moment t1And t2Voltage-to-ground u, electric current i and the current differential value at both ends are measured respectivelyObtain two it is independent Equation:
t1Moment:
t2Moment:
Simultaneous formula (3) and (4) obtain:
In formula:It is calculated using difference come approximate differential, while chooses the median of two adjacent sampling instances as the moment Measured value, then have:
Wherein, TsFor sampling interval duration;im(h), im(h+1), im(h+2) be respectively node m electric currents h, h+1 and h+2 The value of sampled point, in(h), in(h+1), in(h+2) be respectively node n electric currents h, h+1 and h+2 sampled points value;
If circuit does not break down, formula (5) (6), which carries out abbreviation, can so that molecule and denominator are zero simultaneously, should not carry out failure Distance calculates, therefore fault distance is set to calculate criterion:
Take KsetIt is 0.1, if circuit does not break down, that is, is unsatisfactory for dynamic fault distance and calculates criterion, then without fault distance meter It calculates;
Step 3:The equivalent resistance R of abort situation distance m nodes is calculated using step 2mWith inductance LmTrouble point is acquired respectively With the distance of node m, and the average value of the fault distance to be calculated respectively is as final fault distance calculated value.
2. a kind of active distribution network failure Hierarchical Location method using multi-source data according to claim 1, feature It is in step 3, with RmAnd LmAcquire fault distance respectively, using the average value of fault distance that is calculated respectively as final therefore Barrier is apart from calculated value:
In formula, R1And L1Respectively circuit unit length inductance value and resistance value choose 5ms data windows to by fault section information Data processing is carried out, data window is slided with sampled point, and in a data window, the abort situation calculated value s being continuously available expires Sufficient relative error is continuously less than 1%, then judges that calculated value is restrained, as final therefore distance.
3. a kind of active distribution network failure Hierarchical Location method using multi-source data according to claim 1, feature It is that step 1 is specially:
Based on topological structure in active distribution network, breaker, block switch and interconnection switch are marked as switching node, set net Network positive direction in the network of N number of node, builds N × N rank switching network Description Matrix D, for switching node i, if joint Point j is attached thereto, and network positive direction is switching node i directing switch node j, then dij=1;Otherwise dij=0, that is, have:
Work as line failure, if the direction that switching node i flows through fault current is consistent with the network positive direction set, this section The FTU of point corrects switching network Description Matrix D to control centre's up-delivering signal " 1 ", by diiValue is modified to 1;If it otherwise opens Artis i flow through fault current direction with network positive direction on the contrary, no fault current flow through, then diiInitial value is kept, is opened It closes after the completion of network Description Matrix D is corrected and obtains failure-description matrix F, area level failure is carried out according to failure-description matrix F Positioning, if switching node i meets fii=1, fault section detection principle is:
1) meet f for allij=1 switching node j, j=1,2,3 ... N, j ≠ i, if meeting f simultaneouslyjj=0, then failure send out Life is on switching node i and switching node j sections;
2) if all switching node j are satisfied by fij=0, then failure be happened at the end of switching node i.
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Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109490707A (en) * 2018-11-13 2019-03-19 国网江苏省电力有限公司南通供电分公司 The automatic analysis method of electric network fault tripping based on multidimensional multi-source grid operation data
CN109635411A (en) * 2018-12-06 2019-04-16 湖北鄂电德力电气有限公司 A kind of distribution network failure Hierarchical Location method counted and FTU is failed to report and reported by mistake
CN110687398A (en) * 2019-10-12 2020-01-14 广西电网有限责任公司电力科学研究院 Power distribution network fault intelligent search positioning method based on multi-source data fusion
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CN111371587A (en) * 2019-12-25 2020-07-03 长沙理工大学 Layered power distribution network fault positioning system, method, server and equipment
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Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102570428A (en) * 2012-02-29 2012-07-11 山东电力集团公司莱芜供电公司 Fault location and distance protection method based on differential output of electronic mutual inductor
CN103427417A (en) * 2013-07-31 2013-12-04 国电南瑞科技股份有限公司 Power distribution network fault processing method based on multi-source information fusion
CN105223472A (en) * 2015-10-16 2016-01-06 中国南方电网有限责任公司超高压输电公司检修试验中心 A kind of ultra-high-tension power transmission line Fault Locating Method based on multi-source data set theory
CN105319482A (en) * 2015-09-29 2016-02-10 科大智能科技股份有限公司 Power distribution network fault diagnosis system and method based on multi-source information fusion
CN106771883A (en) * 2017-01-22 2017-05-31 中国电力科学研究院 A kind of multi-source information distribution fault localization method and system based on cloud
CN106841928A (en) * 2017-03-29 2017-06-13 中国电力科学研究院 A kind of Fault Section Location of Distribution Network and system based on Multi-source Information Fusion

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102570428A (en) * 2012-02-29 2012-07-11 山东电力集团公司莱芜供电公司 Fault location and distance protection method based on differential output of electronic mutual inductor
CN103427417A (en) * 2013-07-31 2013-12-04 国电南瑞科技股份有限公司 Power distribution network fault processing method based on multi-source information fusion
CN105319482A (en) * 2015-09-29 2016-02-10 科大智能科技股份有限公司 Power distribution network fault diagnosis system and method based on multi-source information fusion
CN105223472A (en) * 2015-10-16 2016-01-06 中国南方电网有限责任公司超高压输电公司检修试验中心 A kind of ultra-high-tension power transmission line Fault Locating Method based on multi-source data set theory
CN106771883A (en) * 2017-01-22 2017-05-31 中国电力科学研究院 A kind of multi-source information distribution fault localization method and system based on cloud
CN106841928A (en) * 2017-03-29 2017-06-13 中国电力科学研究院 A kind of Fault Section Location of Distribution Network and system based on Multi-source Information Fusion

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
M. FIKRI 等: "New algorithm for distance protection of high voltage transmission lines", 《IEE PROCEEDINGS》 *

Cited By (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109490707A (en) * 2018-11-13 2019-03-19 国网江苏省电力有限公司南通供电分公司 The automatic analysis method of electric network fault tripping based on multidimensional multi-source grid operation data
CN109635411A (en) * 2018-12-06 2019-04-16 湖北鄂电德力电气有限公司 A kind of distribution network failure Hierarchical Location method counted and FTU is failed to report and reported by mistake
CN110687398A (en) * 2019-10-12 2020-01-14 广西电网有限责任公司电力科学研究院 Power distribution network fault intelligent search positioning method based on multi-source data fusion
CN110888021A (en) * 2019-12-09 2020-03-17 北京中电普华信息技术有限公司 Power distribution network fault judgment method and device
CN111371587A (en) * 2019-12-25 2020-07-03 长沙理工大学 Layered power distribution network fault positioning system, method, server and equipment
CN111371587B (en) * 2019-12-25 2022-07-12 长沙理工大学 Layered power distribution network fault positioning system, method, server and equipment
CN112269096A (en) * 2020-09-22 2021-01-26 华中科技大学 K coefficient-based power distribution network traveling wave fault positioning method, device and system
CN112269096B (en) * 2020-09-22 2021-08-31 华中科技大学 K coefficient-based power distribution network traveling wave fault positioning method, device and system
CN112180215A (en) * 2020-09-29 2021-01-05 国网上海市电力公司 Intelligent power distribution network fault searching and positioning method based on multi-source data fusion
CN112698150A (en) * 2020-12-11 2021-04-23 河北工业大学 Distribution transformer monitoring terminal-based power distribution network traveling wave fault positioning method
CN113835000A (en) * 2021-09-23 2021-12-24 南方电网科学研究院有限责任公司 Power distribution network fault positioning method and device, terminal and storage medium
CN113835000B (en) * 2021-09-23 2024-04-12 南方电网科学研究院有限责任公司 Power distribution network fault positioning method, device, terminal and storage medium
CN117708689A (en) * 2024-02-05 2024-03-15 锦浪科技股份有限公司 Photovoltaic module fault detection method based on distance characteristic method
CN117708689B (en) * 2024-02-05 2024-04-30 锦浪科技股份有限公司 Photovoltaic module fault detection method based on distance characteristic method

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