CN108197822A - A kind of distribution network fault line selection adaptability teaching decision-making technique - Google Patents

A kind of distribution network fault line selection adaptability teaching decision-making technique Download PDF

Info

Publication number
CN108197822A
CN108197822A CN201810070383.8A CN201810070383A CN108197822A CN 108197822 A CN108197822 A CN 108197822A CN 201810070383 A CN201810070383 A CN 201810070383A CN 108197822 A CN108197822 A CN 108197822A
Authority
CN
China
Prior art keywords
impact factor
zero
sequence current
evaluation index
width
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201810070383.8A
Other languages
Chinese (zh)
Other versions
CN108197822B (en
Inventor
樊三军
熊小伏
王波
欧阳金鑫
丁健
马格土
徐修远
龙毅
郝越峰
杨明波
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Guizhou Power Grid Co Ltd
Original Assignee
Guizhou Power Grid Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Guizhou Power Grid Co Ltd filed Critical Guizhou Power Grid Co Ltd
Priority to CN201810070383.8A priority Critical patent/CN108197822B/en
Publication of CN108197822A publication Critical patent/CN108197822A/en
Application granted granted Critical
Publication of CN108197822B publication Critical patent/CN108197822B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0639Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • G06Q10/06393Score-carding, benchmarking or key performance indicator [KPI] analysis
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/20Administration of product repair or maintenance
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/06Electricity, gas or water supply

Abstract

The invention discloses a kind of distribution network fault line selection adaptability teaching decision-making techniques, it establishes the various impact factors for distribution network fault line selection mode including step 1;Impact factor under different dimensions is gone dimension to handle by step 2, for different line selection modes, forms unified forward directionization evaluation index;The evaluation index of each line selection mode is made normalized by step 3, and index maximum value forms ideal sample, and index minimum value forms negative ideal sample;Step 4 makes evaluation decision according to the sequence of route selection index;When solving for distribution network fault line selection, the factors such as distribution net work structure, outlet type, load condition will generate different selection methods different degrees of influence;Due to lacking the research to the overall merit of selection method at present, the concrete structure that can not be directed to power distribution network select optimal line selection mode, can not ensure accurately to select faulty line so that the safe and reliable operation of power distribution network such as is on the hazard at the technical problems.

Description

A kind of distribution network fault line selection adaptability teaching decision-making technique
Technical field
The invention belongs to Power System Analysis technical fields more particularly to a kind of distribution network fault line selection adaptability teaching to determine Plan method.
Background technology
With the further development of domestic distribution system, distribution network structure is increasingly sophisticated, which is characterized in that power distribution network 10kV busbar outlets gradually increase, and the distribution of failure zero-sequence current is increasingly sophisticated, and failure mode is various.When breaking down can it is quick, The selection method for accurately selecting faulty line is the important leverage of power distribution network safe and reliable operation.
At present, the common selection method of power distribution network includes:Zero-sequence current amplitude com parison method, zero-sequence current active component method, Signal injection method, wavelet analysis method, first half-wave method etc..Theoretically, each selection method can accurately select faulty line more than, But in actual operation, the effect of each selection method receives the influence of different factors.Based on fault-signal steady-state component Selection method, such as zero-sequence current than width method, zero sequence power method, zero-sequence current active component method selection method by line length, The factors such as out-of-balance current, the inductive current for flowing through ground connection arc suppression coil are affected;Based on fault component one of transient characteristic quantity into The method of row route selection, such as first half-wave method, wavelet analysis method, are occurred moment, transition resistance, power electronic equipment etc. by failure Factor is affected;The failure line selection based on information fusion technology based on neural network, fuzzy theory and rough set theory etc..Side Method is complicated, realizes that difficulty is big, how actual effect, which waits, is verified.Clearly for practical small current neutral grounding system, power distribution network The factors such as structure, outlet type, load condition will generate different selection methods different degrees of influence.Due to lacking at present Research to the overall merit of selection method, the concrete structure that can not be directed to power distribution network are selected optimal line selection mode, can not be ensured Accurately select faulty line so that the safe and reliable operation of power distribution network is on the hazard.
Invention content:
The technical problem to be solved in the present invention:A kind of distribution network fault line selection adaptability teaching decision-making technique is provided, with solution When certainly the prior art is directed to distribution network fault line selection, for practical small current neutral grounding system, distribution net work structure, outlet class The factors such as type, load condition will generate different selection methods different degrees of influence;Due to lacking at present to selection method Overall merit research, can not be directed to power distribution network concrete structure select optimal line selection mode, can not ensure accurately to select therefore Hinder circuit so that the safe and reliable operation of power distribution network such as is on the hazard at the technical problems.
Technical solution of the present invention:
A kind of distribution network fault line selection adaptability teaching decision-making technique, it includes:
Step 1 establishes the various impact factors for distribution network fault line selection mode;
Impact factor under different dimensions is gone dimension to handle by step 2, for different line selection modes, forms unification Forward directionization evaluation index;
Step 3:The evaluation index of each line selection mode is made into normalized, index maximum value forms ideal sample, refers to It marks minimum value and forms negative ideal sample;
Step 4 makes evaluation decision according to the sequence of route selection index.
Impact factor described in step 1 includes:Zero-sequence current is than the impact factor of width method, zero-sequence current active component method The impact factor of impact factor, the impact factor of signal injection method and wavelet analysis method;
Zero-sequence current includes than the impact factor of width method:
a112, in formula:a11It is zero-sequence current than first impact factor of width method, σ2Go out the variance of line length for feeder line;
a12=ε, in formula:a12Be zero-sequence current than second impact factor of width method, ε is outlet cable rate;
a13=Rg, in formula:a13It is zero-sequence current than width method third impact factor, RgTo be grounded transition resistance during failure;
In formula:a14It is zero-sequence current than the 4th impact factor of width method, IdcFor current transformer direct current point Amount, S are current transformer capacity;
The impact factor of zero-sequence current active component method includes:
In formula:a21For first impact factor of zero-sequence current active component method, r0For feeder line unit length zero sequence Resistance, x0For feeder line unit length zero-sequence reactance;
In formula:a22For second impact factor of zero-sequence current active component method, RLFor in ground connection arc suppression coil Resistance content, ω are power frequency angular velocity of rotation, and L is ground connection arc suppression coil inductance;
The impact factor of signal injection method includes:
a31=f, in formula:a31For first impact factor of signal injection method, f is Injection Signal frequency;
a32=S, in formula:a32For second impact factor of signal injection method, S is current transformer capacity;
a33=Rg, in formula:a33Signal injection method third impact factor, RgTo be grounded transition resistance during failure;
The impact factor of wavelet analysis method includes:
a41=Kφ, in formula:a41For first impact factor of wavelet analysis method, KφFor voltage higher harmonic content.
Dimension is gone to handle the impact factor under different dimensions, for different line selection modes, form unified forward directionization The method of evaluation index includes:
Step 2.1, calculating zero-sequence current include than the method for width method evaluation index:
Dimension is gone to obtain impact factor:
Impact factor forward direction is obtained:
Then zero-sequence current is expressed as than the evaluation index of width method:
μ1=a "11a″12a″13a″14
Step 2.2 calculates zero-sequence current active component method evaluation index method including dimension being gone to obtain impact factor:
Impact factor forward direction:
a″21=a '21
a″22=a '22
Then the evaluation index of zero-sequence current active component method is expressed as:
μ2=a "21a″22
Step 2.3, calculating signal injection method evaluation index method include:
Dimension is gone to obtain impact factor:
Impact factor forward direction:
a″31=a '31
a″32=a '32
Then the evaluation index of zero-sequence current active component method is expressed as:
μ3=a "31a″32a″33
Step 2.4, calculating wavelet analysis method evaluation index method include:
Wavelet analysis method impact factor only has one kind, and negatively correlated with route selection accuracy, then directly will be after its forward directionization Wavelet analysis method evaluation index is expressed as, then the evaluation index of wavelet analysis method is expressed as:
In formula:a11It is zero-sequence current than first impact factor of width method;a12For zero-sequence current than width method second influence because Son;a13It is zero-sequence current than width method third impact factor, a14It is zero-sequence current than the 4th impact factor of width method;a1'1To go Zero-sequence current is than first impact factor of width method after dimension;a1'2It is that zero-sequence current influences for second than width method after going dimension The factor;a1'3It is zero-sequence current after going dimension than width method third impact factor;a1'4Compare width for zero-sequence current after going dimension The 4th impact factor of method;a″11It is zero-sequence current after forward directionization than first impact factor of width method;a″12For zero sequence after forward directionization Electric current is than second impact factor of width method;a″13It is zero-sequence current after forward directionization than width method third impact factor;a″14For forward direction Zero-sequence current is than the 4th impact factor of width method after change;a21For first impact factor of zero-sequence current active component method;a22It is zero Second impact factor of sequence active component of current method;a'21For go after dimension zero-sequence current active component method first influence because Son;a'22To remove second impact factor of zero-sequence current active component method after dimension;a″21It is active for zero-sequence current after forward directionization First impact factor of component method;a″22For second impact factor of zero-sequence current active component method after forward directionization;a31For signal First impact factor of injection method;a32For second impact factor of signal injection method;a33For signal injection method third influence because Son;a'31To remove first impact factor of signal injection method after dimension;a'32To remove second shadow of signal injection method after dimension Ring the factor;a'33To remove signal injection method third impact factor after dimension;a″31For signal injection method after forward directionization first Impact factor;a″32For second impact factor of signal injection method after forward directionization;a″33For signal injection method third after forward directionization Impact factor;a41For first impact factor of wavelet analysis method;μ1It is zero-sequence current than width method route selection evaluation index;μ2For zero sequence Active component of current method route selection evaluation index;μ3For signal injection method route selection evaluation index;μ4Refer to for wavelet analysis method route selection evaluation Mark;μmaxRepresent μ1234In maximum value;μminRepresent μ1234In minimum value.
The evaluation index of each line selection mode is made into normalized described in step 3, index maximum value forms ideal sample, The method that index minimum value forms negative ideal sample includes:
Route selection evaluation index is normalized according to following formula for step 3.1
Step 3.2, index maximum value form ideal sample
Index minimum value forms negative ideal sample
In formula:It is zero-sequence current after normalization than width method route selection evaluation index;It is active for zero-sequence current after normalization Component method route selection evaluation index;For signal injection method route selection evaluation index after normalization;For wavelet analysis method after normalization Route selection evaluation index.
Beneficial effects of the present invention:
The present invention is for four kinds of common selection methods, including zero-sequence current than width method, zero-sequence current active component method, signal Injection method, wavelet analysis method carry out quantitative analysis for its respective influence factor respectively, give the influence of line selection mode because Son by going dimension, forward directionization processing, forms the evaluation index of each line selection mode.By normalized, will evaluate Index is ranked up by order of magnitude, and sequence evaluation is made to the quality of selection method, is obtained under this evaluation decision method Optimal line selection mode.
The present invention carries out quantitative analysis according to different line selection modes to the adaptability of power distribution network, has obtained each route selection side The impact factor of formula obtains the evaluation index of different line selection modes by normalizing the means such as forward directionization, to the excellent of selection method Bad to make sequence evaluation, the decision for line selection mode in specific power distribution network provides scheme.
The present invention compensates for the shortcoming of current power distribution network route selection Adaptability Analysis and decision-making technique;The present invention considers zero sequence Electric current than width method, zero-sequence current active component method, signal injection method, wavelet analysis method specific influence factor, with reference to power distribution network Structural parameters give and can evaluate evaluation index of each selection method to rack adaptability, and index is passed through into normalizing The processing means such as change, forward directionization are made the quality of selection method sequence evaluation, are obtained under this evaluation decision method most preferably Line mode can be the decision of line selection mode to be selected to make reference in power distribution network;The prior art is solved for distribution network failure It, will be to difference for factors such as practical small current neutral grounding system, distribution net work structure, outlet type, load conditions during route selection Selection method generate different degrees of influence;Due to lacking the research to the overall merit of selection method at present, can not be directed to The concrete structure of power distribution network selects optimal line selection mode, can not ensure accurately to select faulty line so that the safety of power distribution network can It the technical problems such as is on the hazard by operation.
Specific embodiment:
A kind of distribution network fault line selection adaptability teaching decision-making technique first according to the influence factor of line selection mode, is formed Line selection mode impact factor, the positive negative correlation of the analyzing influence factor and route selection accuracy.By the impact factor under different dimensions Element goes dimension to handle, for different line selection modes, including zero-sequence current than width method, zero-sequence current active component method, small wavelength-division Analysis method and injecting signal form unified forward directionization evaluation index.The evaluation index of each line selection mode is normalized again Processing, index maximum value form ideal sample, and index minimum value forms negative ideal sample, made and commented according to the sequence of route selection index Estimate decision.Wherein line selection mode impact factor and evaluation index is obtained by following method:
(1) zero-sequence current is than width method impact factor:
When feed line length gap is larger, if compared with there is certain to be mutually grounded on short-term road, the zero-sequence current and non-faulting of the circuit The zero-sequence current gap of long transmission line is little, and route selection success rate is relatively low, therefore using the variance of each feed line length as zero-sequence current ratio One of impact factor of width method, is expressed as:
a112 (1)
The impact factor and route selection accuracy are negatively correlated;
When outlet cable rate is higher, capacitance current effect is more apparent during failure, and faulty line zero-sequence current is compared non- Faulty line becomes apparent from, and route selection accuracy rate is higher.Therefore using the cable rate of feeder line as zero-sequence current than width method influence because One of son is expressed as:
a12=ε (2)
The impact factor is proportionate with route selection accuracy;
When trouble point is through high resistance ground, neutral point voltage offset very little, zero-sequence current is smaller, and route selection success rate is relatively low. Therefore it is expressed as using transition resistance during failure as zero-sequence current than one of impact factor of width method:
a13=Rg (3)
The impact factor and route selection accuracy are negatively correlated.
CT saturation causes out-of-balance current, it will changes each circuit zero sequence current measurement value, route selection is caused to miss Sentence.Therefore it is expressed as using CT saturation degree as zero-sequence current than one of impact factor of width method:
The impact factor and route selection accuracy are negatively correlated.
(2) zero-sequence current active component method
Since line-to-ground is there are conductance, while arc suppression coil is there is also certain resistance, therefore using zero-sequence current Active component carries out route selection.
Using the ratio between feeder line unit length zero sequence resistance and zero-sequence reactance as one of impact factor of zero sequence active component method, It is expressed as:
Its value is bigger to represent that zero-sequence current active component content is bigger.The impact factor is proportionate with route selection accuracy.
Using the resistive component in arc suppression coil as one of impact factor of zero sequence active component method, it is expressed as:
Its value is bigger to represent that arc suppression coil is bigger to the effect for increasing zero-sequence current active component.The impact factor and route selection Accuracy is proportionate.
(3) signal injection method
System occur earth fault after, can in systems property point inject a specific frequency signal.The signal will be through connecing System neutral is flowed back in place along faulty line, whether contains spy's frequency signal in the electric current by detecting each circuit, you can Select faulty line.
Injection Signal frequency is higher, and arc suppression coil is bigger to the impedance of high-frequency signal, it will be able to eliminate arc suppression coil compensation Influence to failure line selection, therefore using Injection Signal frequency as one of impact factor of the selection method, be expressed as:
a31=f (7)
The impact factor is proportionate with route selection accuracy.
When current transformer capacity is bigger, the signal strength that can be injected is stronger, therefore the capacity of current transformer is made One of impact factor for the selection method, is expressed as:
a32=S (8)
The impact factor is proportionate with route selection accuracy.
When trouble point is through high resistance ground, the zero sequence impedance increase of faulty line, Injection Signal may be sewed to non-faulting Route selection is caused to fail in circuit.Therefore it using transition resistance as one of impact factor of the selection method, is expressed as:
a33=Rg (9)
The impact factor and route selection accuracy are negatively correlated.
(4) wavelet analysis method
Fault-signal in this method elder generation acquisition system, then further according to Theory of Singularity Detection Based on Wavelet Transformation to collecting Signal carries out wavelet transformation, acquires modulus maximum point, in the hope of the size of each circuit zero sequence current-mode maximum be with direction Criterion determines faulty line.
When the higher harmonic content in power distribution network is higher, the accuracy of wavelet transformation is influenced bigger.Therefore contained with harmonic wave One of impact factor as the selection method is measured, is expressed as:
a41=Kφ (10)
The impact factor and route selection accuracy are negatively correlated.
Each parameter is meant that in above-mentioned formula:
σ2:Feeder line goes out the variance of line length;
ε:Outlet cable rate;
Rg:Transition resistance is grounded during failure;
Idc:Current transformer DC component;
S:Current transformer capacity;
r0:Feeder line unit length zero sequence resistance;
x0:Feeder line unit length zero-sequence reactance;
RL:It is grounded resistance content in arc suppression coil;
ω:Power frequency angular velocity of rotation;
L:It is grounded arc suppression coil inductance;
f:Injection Signal frequency;
Kφ:Voltage higher harmonic content;
aij:Route selection impact factor;
1st, the specific structure of input power distribution network and operating parameter
The operating parameter of power distribution network includes:Each feed line length, outlet cable rate, current transformer DC component, electric current Mutual inductor capacity, Injection Signal frequency, feeder line unit length zero sequence resistance, feeder line unit length zero-sequence reactance, ground connection arc blowout wire Resistance content, power frequency angular velocity of rotation, ground connection arc suppression coil inductance, Injection Signal frequency in circle.
2nd, distribution system abort situation is inputted:Abort situation can be network any position
3rd, distribution system fault parameter is inputted:Voltage higher harmonic content during including fault ground transition resistance, failure.
4th, according to the operating parameter of system and fault signature obtain zero-sequence current than width method, zero-sequence current active component method, Each impact factor of injecting signal, wavelet analysis method.
5th, the impact factor of each line selection mode is gone into dimension, forward directionization processing, makees product and obtain each line selection mode evaluation Index.
(1) zero-sequence current is calculated than width method evaluation index:
Go dimensionization that can obtain impact factor:
Impact factor forward directionization can obtain:
a″12=a '12 (16)
Then zero-sequence current than the evaluation index of width method be represented by for:
μ1=a "11a″12a″13a″14 (19)
(2) zero-sequence current active component method evaluation index calculates:
Go dimensionization that can obtain impact factor:
Impact factor forward directionization can obtain:
a″21=a '21 (22)
a″22=a '22 (23)
Then the evaluation index of zero-sequence current active component method be represented by for:
μ2=a "21a″22 (24)
(3) signal injection method evaluation index calculates:
Go dimensionization that can obtain impact factor:
Impact factor forward directionization can obtain:
a″31=a '31 (28)
a″32=a '32 (29)
Then the evaluation index of zero-sequence current active component method is represented by:
μ3=a "31a″32a″33 (31)
(4) wavelet analysis method evaluation index calculates:
It, then can be directly by it just since wavelet analysis method impact factor only has one kind, and negatively correlated with route selection accuracy Wavelet analysis method evaluation index is expressed as after change.Then the evaluation index of wavelet analysis method is represented by:
6th, each selection method evaluation index is normalized, and is ranked up by its order of magnitude, index is most Big value forms ideal sample, and index minimum value forms negative ideal sample, obtains to power distribution network line selection mode evaluation decision.
Route selection evaluation index has been normalized first:
Then the optimal selection method under this evaluation decision method isCorresponding route selection side Formula, most bad line selection mode areCorresponding line selection mode.
Each parameter is meant that in above-mentioned formula:
σ2:Feeder line goes out the variance of line length;
ε:Outlet cable rate;
Rg:Transition resistance is grounded during failure;
Idc:Current transformer DC component;
S:Current transformer capacity;
r0:Feeder line unit length zero sequence resistance;
x0:Feeder line unit length zero-sequence reactance;
RL:It is grounded resistance content in arc suppression coil;
ω:Power frequency angular velocity of rotation;
L:It is grounded arc suppression coil inductance;
f:Injection Signal frequency;
Kφ:Voltage higher harmonic content;
a11:Zero-sequence current is than first impact factor of width method;
a12:Zero-sequence current is than second impact factor of width method;
a13:Zero-sequence current is than width method third impact factor;
a14:Zero-sequence current is than the 4th impact factor of width method;
a′11:Zero-sequence current is than first impact factor of width method after going dimension;
a′12:Zero-sequence current is than second impact factor of width method after going dimension;
a′13:Zero-sequence current is than width method third impact factor after going dimension;
a′14:Zero-sequence current is than the 4th impact factor of width method after going dimension;
a″11:Zero-sequence current is than first impact factor of width method after forward directionization;
a″12:Zero-sequence current is than second impact factor of width method after forward directionization;
a″13:Zero-sequence current is than width method third impact factor after forward directionization;
a″14:Zero-sequence current is than the 4th impact factor of width method after forward directionization;
a21:First impact factor of zero-sequence current active component method;
a22:Second impact factor of zero-sequence current active component method;
a'21:Remove first impact factor of zero-sequence current active component method after dimension;
a'22:Remove second impact factor of zero-sequence current active component method after dimension;
a″21:First impact factor of zero-sequence current active component method after forward directionization;
a″22:Second impact factor of zero-sequence current active component method after forward directionization;
a31:First impact factor of signal injection method;
a32:Second impact factor of signal injection method;
a33:Signal injection method third impact factor;
a'31:Remove first impact factor of signal injection method after dimension;
a'32:Remove second impact factor of signal injection method after dimension;
a'33:Remove signal injection method third impact factor after dimension;
a”31:First impact factor of signal injection method after forward directionization;
a″32:Second impact factor of signal injection method after forward directionization;
a″33:Signal injection method third impact factor after forward directionization;
a41:First impact factor of wavelet analysis method;
μ1:Zero-sequence current is than width method route selection evaluation index;
μ2:Zero-sequence current active component method route selection evaluation index;
μ3:Signal injection method route selection evaluation index;
μ4:Wavelet analysis method route selection evaluation index;
μmax:μ1234In maximum value;
μmin:μ1234In minimum value;
Zero-sequence current is than width method route selection evaluation index after normalization;
Zero-sequence current active component method route selection evaluation index after normalization;
Signal injection method route selection evaluation index after normalization;
Wavelet analysis method route selection evaluation index after normalization.

Claims (4)

1. a kind of distribution network fault line selection adaptability teaching decision-making technique, it includes:
Step 1 establishes the various impact factors for distribution network fault line selection mode;
Impact factor under different dimensions is gone dimension to handle by step 2, for different line selection modes, forms unified forward direction Change evaluation index;
Step 3:The evaluation index of each line selection mode is made into normalized, index maximum value forms ideal sample, and index is most Small value forms negative ideal sample;
Step 4 makes evaluation decision according to the sequence of route selection index.
2. a kind of distribution network fault line selection adaptability teaching decision-making technique according to claim 1, it is characterised in that:Step Impact factor described in 1 includes:Zero-sequence current is than the impact factor of width method, the impact factor of zero-sequence current active component method, letter Number impact factor of injection method and the impact factor of wavelet analysis method;
Zero-sequence current includes than the impact factor of width method:
a112, in formula:a11It is zero-sequence current than first impact factor of width method, σ2Go out the variance of line length for feeder line;
a12=ε, in formula:a12Be zero-sequence current than second impact factor of width method, ε is outlet cable rate;
a13=Rg, in formula:a13It is zero-sequence current than width method third impact factor, RgTo be grounded transition resistance during failure;
In formula:a14It is zero-sequence current than the 4th impact factor of width method, IdcFor current transformer DC component, S is Current transformer capacity;
The impact factor of zero-sequence current active component method includes:
In formula:a21For first impact factor of zero-sequence current active component method, r0For feeder line unit length zero sequence electricity Resistance, x0For feeder line unit length zero-sequence reactance;
In formula:a22For second impact factor of zero-sequence current active component method, RLFor resistance in ground connection arc suppression coil Content, ω are power frequency angular velocity of rotation, and L is ground connection arc suppression coil inductance;
The impact factor of signal injection method includes:
a31=f, in formula:a31For first impact factor of signal injection method, f is Injection Signal frequency;
a32=S, in formula:a32For second impact factor of signal injection method, S is current transformer capacity;
a33=Rg, in formula:a33Signal injection method third impact factor, RgTo be grounded transition resistance during failure;
The impact factor of wavelet analysis method includes:
a41=Kφ, in formula:a41For first impact factor of wavelet analysis method, KφFor voltage higher harmonic content.
3. a kind of distribution network fault line selection adaptability teaching decision-making technique according to claim 1, it is characterised in that:It will not Dimension is gone to handle with the impact factor under dimension, for different line selection modes, form the side of unified forward directionization evaluation index Method includes:
Step 2.1, calculating zero-sequence current include than the method for width method evaluation index:
Dimension is gone to obtain impact factor:
Impact factor forward direction is obtained:
a″12=a '12
Then zero-sequence current is expressed as than the evaluation index of width method:
μ1=a "11a″12a″13a″14
Step 2.2 calculates zero-sequence current active component method evaluation index method including dimension being gone to obtain impact factor:
Impact factor forward direction:
a″21=a '21
a″22=a '22
Then the evaluation index of zero-sequence current active component method is expressed as:
μ2=a "21a″22
Step 2.3, calculating signal injection method evaluation index method include:Dimension is gone to obtain impact factor:
Impact factor forward direction:
a″31=a '31
a″32=a '32
Then the evaluation index of zero-sequence current active component method is expressed as:
μ3=a "31a″32a″33
Step 2.4, calculating wavelet analysis method evaluation index method include:
Wavelet analysis method impact factor only has one kind, and negatively correlated with route selection accuracy, then will directly be represented after its forward directionization For wavelet analysis method evaluation index, then the evaluation index of wavelet analysis method is expressed as:
In formula:a11It is zero-sequence current than first impact factor of width method;a12It is zero-sequence current than second impact factor of width method; a13It is zero-sequence current than width method third impact factor, a14It is zero-sequence current than the 4th impact factor of width method;a′11For the amount of going Zero-sequence current is than first impact factor of width method after guiding principle;a′12For go after dimension zero-sequence current than width method second influence because Son;a′13It is zero-sequence current after going dimension than width method third impact factor;a′14It is zero-sequence current after going dimension than width method 4th impact factor;a″11It is zero-sequence current after forward directionization than first impact factor of width method;a″12For zero sequence electricity after forward directionization Stream is than second impact factor of width method;a″13It is zero-sequence current after forward directionization than width method third impact factor;a″14For forward directionization Zero-sequence current is than the 4th impact factor of width method afterwards;a21For first impact factor of zero-sequence current active component method;a22For zero sequence Second impact factor of active component of current method;a'21To remove first impact factor of zero-sequence current active component method after dimension; a'22To remove second impact factor of zero-sequence current active component method after dimension;a″21For active point of zero-sequence current after forward directionization First impact factor of amount method;a″22For second impact factor of zero-sequence current active component method after forward directionization;a31It is noted for signal Enter first impact factor of method;a32For second impact factor of signal injection method;a33For signal injection method third influence because Son;a'31To remove first impact factor of signal injection method after dimension;a'32To remove second shadow of signal injection method after dimension Ring the factor;a'33To remove signal injection method third impact factor after dimension;a″31For signal injection method after forward directionization first Impact factor;a″32For second impact factor of signal injection method after forward directionization;a″33For signal injection method third after forward directionization Impact factor;a41For first impact factor of wavelet analysis method;μ1It is zero-sequence current than width method route selection evaluation index;μ2For zero sequence Active component of current method route selection evaluation index;μ3For signal injection method route selection evaluation index;μ4Refer to for wavelet analysis method route selection evaluation Mark;μmaxRepresent μ1234In maximum value;μminRepresent μ1234In minimum value.
4. a kind of distribution network fault line selection adaptability teaching decision-making technique according to claim 1, it is characterised in that:Step 3 it is described the evaluation index of each line selection mode is made into normalized, index maximum value forms ideal sample, index minimum value structure Method into negative ideal sample includes:
Route selection evaluation index is normalized according to following formula for step 3.1
Step 3.2, index maximum value form ideal sampleIndex minimum value forms negative preferable sample This
In formula:It is zero-sequence current after normalization than width method route selection evaluation index;For zero-sequence current active component after normalization Method route selection evaluation index;For signal injection method route selection evaluation index after normalization;For wavelet analysis method route selection after normalization Evaluation index.
CN201810070383.8A 2018-01-24 2018-01-24 Power distribution network fault line selection adaptability evaluation decision method Active CN108197822B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201810070383.8A CN108197822B (en) 2018-01-24 2018-01-24 Power distribution network fault line selection adaptability evaluation decision method

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201810070383.8A CN108197822B (en) 2018-01-24 2018-01-24 Power distribution network fault line selection adaptability evaluation decision method

Publications (2)

Publication Number Publication Date
CN108197822A true CN108197822A (en) 2018-06-22
CN108197822B CN108197822B (en) 2022-06-21

Family

ID=62591103

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201810070383.8A Active CN108197822B (en) 2018-01-24 2018-01-24 Power distribution network fault line selection adaptability evaluation decision method

Country Status (1)

Country Link
CN (1) CN108197822B (en)

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109242721A (en) * 2018-09-14 2019-01-18 贵州电网有限责任公司 A kind of power distribution network route selection appraisal procedure based on Set Pair Analysis and correlation rule
CN109521253A (en) * 2018-12-10 2019-03-26 武汉益坤先舰电气有限公司 A kind of bus tracks and identifies method and system
CN111337791A (en) * 2020-03-25 2020-06-26 国网河南省电力公司电力科学研究院 Power distribution network single-phase earth fault line selection method based on gradient lifting tree algorithm
CN112305387A (en) * 2020-10-31 2021-02-02 贵州电网有限责任公司 Ground insulation detection and diagnosis system

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103018632A (en) * 2012-12-10 2013-04-03 江苏大学 Small current grounding system single-phase ground fault line selection method based on fisher information
CN103472348A (en) * 2013-03-27 2013-12-25 昆明理工大学 Instantaneous-power-based single phase ground fault line selection method of resonant grounded system
CN104616125A (en) * 2015-03-10 2015-05-13 广州供电局有限公司 Calculation method for analyzing influence of grounding mode on power distribution network power supplying reliability
CN104793105A (en) * 2015-04-18 2015-07-22 安庆师范学院 Power distribution network fault line selection method based on optimal FIR (finite impulse response) filter and hierarchical clustering
CN105759171A (en) * 2016-03-30 2016-07-13 广西电网有限责任公司南宁供电局 Method for improving distribution network switching-out inspection efficiency based on distribution line condition evaluation
CN107169628A (en) * 2017-04-14 2017-09-15 华中科技大学 A kind of distribution network reliability evaluation method based on big data mutual information attribute reduction
CN206573708U (en) * 2017-03-14 2017-10-20 贵州电网有限责任公司电力科学研究院 A kind of line-selected earthing device test platform played back based on ADPSS failure wave-recordings

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103018632A (en) * 2012-12-10 2013-04-03 江苏大学 Small current grounding system single-phase ground fault line selection method based on fisher information
CN103472348A (en) * 2013-03-27 2013-12-25 昆明理工大学 Instantaneous-power-based single phase ground fault line selection method of resonant grounded system
CN104616125A (en) * 2015-03-10 2015-05-13 广州供电局有限公司 Calculation method for analyzing influence of grounding mode on power distribution network power supplying reliability
CN104793105A (en) * 2015-04-18 2015-07-22 安庆师范学院 Power distribution network fault line selection method based on optimal FIR (finite impulse response) filter and hierarchical clustering
CN105759171A (en) * 2016-03-30 2016-07-13 广西电网有限责任公司南宁供电局 Method for improving distribution network switching-out inspection efficiency based on distribution line condition evaluation
CN206573708U (en) * 2017-03-14 2017-10-20 贵州电网有限责任公司电力科学研究院 A kind of line-selected earthing device test platform played back based on ADPSS failure wave-recordings
CN107169628A (en) * 2017-04-14 2017-09-15 华中科技大学 A kind of distribution network reliability evaluation method based on big data mutual information attribute reduction

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109242721A (en) * 2018-09-14 2019-01-18 贵州电网有限责任公司 A kind of power distribution network route selection appraisal procedure based on Set Pair Analysis and correlation rule
CN109521253A (en) * 2018-12-10 2019-03-26 武汉益坤先舰电气有限公司 A kind of bus tracks and identifies method and system
CN109521253B (en) * 2018-12-10 2020-09-22 武汉益坤先舰电气有限公司 Bus tracking identification method and system
CN111337791A (en) * 2020-03-25 2020-06-26 国网河南省电力公司电力科学研究院 Power distribution network single-phase earth fault line selection method based on gradient lifting tree algorithm
CN112305387A (en) * 2020-10-31 2021-02-02 贵州电网有限责任公司 Ground insulation detection and diagnosis system

Also Published As

Publication number Publication date
CN108197822B (en) 2022-06-21

Similar Documents

Publication Publication Date Title
CN108197822A (en) A kind of distribution network fault line selection adaptability teaching decision-making technique
CN101291054B (en) Diagnosis and protection method for residue current of ground fault in electrical power system
CN105021953B (en) Grounding net of transformer substation corrosion detection system and method based on earth's surface magnetic induction intensity
CN105067962A (en) Low-current grounding line selection device
CN102944813B (en) Resonant grounding system fault line selection method based on reactive power flow directions
CN108469576A (en) A kind of multiterminal alternating current-direct current mixing power distribution network DC Line Fault detection method
CN108572303A (en) A kind of distribution network fault line selection method based on random matrix and Hausdorff distances
CN109975657A (en) Single-phase ground fault line selecting method of small-electric current grounding system based on differential characteristic value
CN110954743B (en) Distributed wave recording device and low-current grounding line selection method
CN109856502B (en) Fault location method for compound line direct supply traction network
CN111413589B (en) Power distribution network single-phase short circuit fault positioning method based on grey target decision
CN105606944B (en) The fault line selection method for single-phase-to-ground fault and device of distribution system
CN105137285A (en) Power distribution network grounding fault line selection method and system
CN107290629B (en) 10KV low-voltage distribution network ground fault positioning method
CN111551823A (en) Power distribution network fault line selection method and system based on angle similarity
CN111812407B (en) Comprehensive grounding impedance measurement method, system and medium
CN112710923B (en) Data-driven single-phase earth fault line selection method based on post-fault steady-state information
CN106597161A (en) Shunting coefficient obtaining method of short circuit current of overhead line ground wire
CN110687390A (en) Low-current fusion line selection method based on extension theory
CN112485595B (en) Power distribution network ground fault line selection protection method and device
CN112904232A (en) Ground fault positioning method and device based on active component of ground wire current
CN107144766A (en) A kind of fast diagnosis method for the fault type that earthing or grounding means is shifted for power distribution network
CN113295970B (en) Resistive phase detection method for isolating single-phase earth fault on site
Shu et al. Fault phase selection and distance location based on ANN and S-transform for transmission line in triangle network
CN210690727U (en) Step pulse injection circuit and related cable insulation monitoring line selection device

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant