CN103400303A - Static equivalence method for external network based on internal network routine Ward equivalent circuit - Google Patents

Static equivalence method for external network based on internal network routine Ward equivalent circuit Download PDF

Info

Publication number
CN103400303A
CN103400303A CN2013102780910A CN201310278091A CN103400303A CN 103400303 A CN103400303 A CN 103400303A CN 2013102780910 A CN2013102780910 A CN 2013102780910A CN 201310278091 A CN201310278091 A CN 201310278091A CN 103400303 A CN103400303 A CN 103400303A
Authority
CN
China
Prior art keywords
prime
equivalent circuit
ward
parameter
outer net
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN2013102780910A
Other languages
Chinese (zh)
Inventor
郭文鑫
李世明
卢建刚
李钦
林玥廷
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.)
Electric Power Dispatch Control Center of Guangdong Power Grid Co Ltd
Original Assignee
Electric Power Dispatch Control Center of Guangdong 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 Electric Power Dispatch Control Center of Guangdong Power Grid Co Ltd filed Critical Electric Power Dispatch Control Center of Guangdong Power Grid Co Ltd
Priority to CN2013102780910A priority Critical patent/CN103400303A/en
Publication of CN103400303A publication Critical patent/CN103400303A/en
Pending legal-status Critical Current

Links

Images

Landscapes

  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The invention relates to a static equivalence method for an external network based on an internal network routine Ward equivalent circuit. The static equivalence method comprises the steps of first inputting a topological structure, parameters thereof and status information through programs by using a computer; then calculating to obtain a routine Ward equivalent network of the internal network and parameter values of the routine Ward equivalent network; thereafter establishing virtual measurement equation of equivalent circuit parameters of the external network based on the restraint relationship between the equivalent circuit parameters of the external network and the routine Ward equivalent circuit parameters of the internal network; and finally solving the virtual measurement equation by adopting a least square method to acquire parameter values of the equivalent network of the external network. The static equivalence method can be widely applied to interconnected networks to solve an equivalence problem of completely unknown adjacent subnets, provides an effective solution for carrying out equivalence on completely unknown adjacent subsystems in the interconnected networks, providing a profound theoretical basis for improving the precision of safe and stable correction for independent subsystems, and being conducive to safe and stable running of the interconnected networks.

Description

Outer net Static Equivalent method based on the conventional Ward equivalent circuit of Intranet
Technical field
The present invention relates to the method for a kind of electric system based on Intranet information estimator outer net Static Equivalent model and parameter thereof, be specifically related to a kind of outer net Static Equivalent method based on the conventional Ward equivalent circuit of Intranet.
Background technology
Along with the continuous propelling of China's electric Power Reform, Power Market In China will progressively form.Under Power Market, interconnection subsystem represents different interest groups usually, and the electric network data of its grasp is thought to be rich in the secret of commercial value more and more, between each grid company, just according to rules, shares some essential informations.Cause the real-time exchange that can't carry out data in system between subsystems, the safety and stability of independent particle system is checked and be there will be larger deviation, thereby affects the safe and stable operation of electric system.Therefore, in the situation that, only based on the real measured data of Intranet, estimate that the Equivalent Model parameter of outer net has important theory significance and practical value.
Traditional external network equivalent method has Ward equivalent method and REI equivalent method, but these class methods all require known complete outer net topological structure and status information, can not solve the equivalent problem under outer net information unknown situation.Only based on aspect Intranet information estimator external network equivalent model parameter, the Dai Weinan equivalent parameters method of estimation comparative maturity of one port network.The most basic method is the analytical expression of deriving voltage source and impedance in the Dai Weinan equivalent parameters, utilizes the measurement voltage and current at boundary node place to solve the Dai Weinan equivalent parameters.For multiport network, very rarely seen based on the research of Intranet information estimator external network equivalent parameter.
There is the scholar to propose the outer net method for parameter estimation based on a plurality of period flow datas of Intranet abroad, but require to represent with the flow state that the Intranet branch road repeatedly cut-offs the measurement equation of different periods.Its design conditions harshness, be difficult to be applied to reality; Before and after the method hypothesis Intranet line disconnection, the boundary node injecting power is constant simultaneously, and this hypothesis is difficult to set up, and may bring larger model systematic error.The domestic scholar of having has proposed the two-port outer net Static Equivalent method for parameter estimation based on the Intranet real measured data, the method is based on the power equation at boundary node place, set up the virtual measurement equation of external network equivalent parameter and solve, but the method has only been utilized the measurement information at boundary node place.
Therefore, there is following major defect in existing method based on Intranet information estimator external network equivalent model parameter: 1. required condition harshness is difficult to meet in real system; 2. only depend on the measurement information at boundary node place, do not take full advantage of more Intranet measurement information.
Summary of the invention
Technical matters to be solved by this invention, just be to provide a kind of outer net Static Equivalent method based on the conventional Ward equivalent circuit of Intranet, the condition that this method needs is simple, in real system, easily meets, and taken full advantage of more Intranet measurement information, result is more reasonable.
Solve the problems of the technologies described above, the technical solution used in the present invention is:
A kind of outer net Static Equivalent method based on the conventional Ward equivalent circuit of Intranet, at first utilize computing machine, by program, at first inputs topological structure and parameter and the status information of Intranet; Next calculates conventional Ward equivalent network and the parameter value thereof of Intranet; Then based on the restriction relation between external network equivalent circuit parameter and the conventional Ward Equivalent Circuit Parameter of Intranet, set up the former virtual measurement equation; Finally adopt least square method to solve and obtain the parameter value of external network equivalent network.
Described method specifically comprises the following steps:
S1 inputs basic data
At first input the basic data of Intranet, comprise the topological structure of Intranet and the measurement information of a plurality of periods; Topological structure refers to contain the basic data of node, namely node serial number, node type (balance node, PV node, PQ node), node zone of living in (Intranet, outer net, boundary node), electricity is led and susceptance over the ground; The basic data of generator, comprise node serial number, meritorious and idle exerting oneself; The basic data of circuit, i.e. circuit first and last node serial number, resistance, reactance, susceptance; The basic data of transformer, namely place, transformer both sides node serial number, resistance, reactance, electricity lead, susceptance, no-load voltage ratio;
The Intranet measurement information of a plurality of periods comprises under the condition of a plurality of different conditions, the voltage magnitude of node and phase angle, injecting power, the power that transmit at circuit and transformer two ends;
S2 calculates conventional Ward equivalent circuit and the parameter thereof of Intranet
After completing the S1-step, according to conventional Ward equivalence method, can ask for corresponding under a plurality of different conditions, a plurality of conventional Ward equivalent circuit and the parameter value thereof of Intranet, detailed process comprises following sub-step:
Asking for of the equivalent branch road parameter of S1-1
Based on the parameter of the topological structure of Intranet and circuit, transformer, according to the definition of self-admittance and transadmittance, can ask for the bus admittance matrix of Intranet; Utilize Gaussian elimination method, the contact node that keeps Intranet and outer net is boundary node, and other nodes of cancellation Intranet obtain only containing the Equivalent admittance matrix of boundary node, suc as formula (28), represent:
Y′ BB=Y BB-Y BIY II -1Y IB (28)
In formula: Y is bus admittance matrix, and subscript B represents boundary node, and subscript I represents other Intranet nodes except the node of border;
Definition by admittance matrix is as can be known, Y ' BBTo be obtained by the parameter of branch road over the ground of boundary and the route parameter calculation that is connected with boundary node; Therefore, when known admittance matrix, can obtain conventional Ward Equivalent Circuit Parameter value by Extrapolation;
With in conventional Ward equivalent circuit in dotted line frame in Fig. 1 between boundary node the interconnection impedance parameter be calculated as example: through type (28) calculates the Equivalent admittance matrix Y ' at boundary node place BBAfter, can obtain the equivalent transadmittance between boundary node, and should the equivalence transadmittance by the parameter of original line parameter circuit value between boundary node and conventional Ward equivalent circuit medium value interconnection, be formed, therefore the part that equivalent transadmittance is deducted to the former just can obtain the latter, i.e. Z in conventional Ward equivalent circuit 12Parameter;
In like manner, can calculate equivalence branch road Y over the ground 1And Y 2Parameter value;
Asking for of the equivalent injecting power of S1-2
Based on the status information of a plurality of period Intranets, the injecting power of cancellation other nodes of Intranet except the node of border can obtain the equivalent injecting power of a plurality of periods at boundary node place suc as formula shown in (29):
S ~ eq = ( diag ( V . B ) * ) Y BI Y II - 1 ( S ~ I V . I ) * (29)
In formula: Expression node injecting power,
Figure BDA00003457700800033
The voltage of expression node;
Figure BDA00003457700800034
Be the injecting power of Intranet through conversion assignments to the equivalent injecting power on boundary node, by it, can calculate in Fig. 1 in the dotted line frame the equivalent injecting power at boundary node place in conventional Ward equivalent circuit
Figure BDA00003457700800035
With
Figure BDA00003457700800036
By two above steps, namely can calculate the parameter value of the whole elements of conventional Ward equivalent circuit;
S3 sets up virtual measurement equation and the least-squares estimation model of external network equivalent circuit parameter
After completing the S2 step, can based on the outer net shown in Fig. 1, simplify the restriction relation between Ward Equivalent Circuit Parameter and outer net expansion voltage source Ward Equivalent Circuit Parameter and the conventional Ward Equivalent Circuit Parameter of Intranet respectively, set up outer net and simplify the virtual measurement equation of Ward Equivalent Circuit Parameter and outer net expansion voltage source Ward Equivalent Circuit Parameter, and further obtain the least square model of two external network equivalent circuit parameters, finally can solve the parameter value that obtains two external network equivalent circuit based on least square method, and using the latter as final external network equivalent circuit;
The S3-1 outer net is simplified virtual measurement equation and the least-squares estimation model of Ward Equivalent Circuit Parameter
Based on the KCL theorem in circuit theory, the Injection Current sum at boundary node place is zero; As shown in Fig. 1 (a), take boundary node 1 as example, the electric current of Inside and outside network injection boundary node is opposite number each other, that is:
I . 1 eq - V . 1 t - V . 2 t Z 12 ′ = V . 1 t - V . 2 t Z 12 + Y 1 V . 1 t - I . L , 1 t (30)
In formula:
Figure BDA00003457700800038
For outer net, simplify the equivalent current source of Ward equivalent circuit, Z ' 12For outer net is simplified the impedance of interconnection between boundary node in the Ward equivalent circuit,
Figure BDA00003457700800039
Be the electric current representation of the equivalent injecting power of boundary node, subscript " t " (t=1,2,3, m are the time hop count of required Intranet metric data) represents period t; The numbering of subscript " 1,2 " expression boundary node;
Z ' is multiply by on the following formula both sides simultaneously 12Z 12, and launch according to real part and imaginary part, can obtain formula (31), (32), similar above thinking is analyzed and can be obtained formula (33), (34) boundary node 2:
( R 12 ′ R 12 - X 12 ′ X 12 ) ( I 1 , Re eq + I L , 1 , Re t - G 1 V 1 , Re t + B 1 V 1 , Im t ) - ( R 12 ′ X 12 + R 12 X 12 ′ ) ( I 1 , Im eq + I L , 1 , Im t - (31)
G 1 V 1 , Im t - B 1 V 1 , Re t ) - ( R 12 + R 12 ′ ) ( V 1 , Re t - V 2 , Re t ) + ( X 12 + X 12 ′ ) ( V 1 , Im t - V 2 , Im t ) = 0
( R 12 ′ R 12 - X 12 ′ X 12 ) ( I 1 , Im eq + I L , 1 , Im t - G 1 V 1 , Im t + B 1 V 1 , Re t ) + ( R 12 ′ X 12 + R 12 X 12 ′ ) ( I 1 , Re eq + I L , 1 , Re t - (32)
G 1 V 1 , Re t + B 1 V 1 , Im t ) - ( R 12 + R 12 ′ ) ( V 1 , Im t - V 2 , Im t ) - ( X 12 + X 12 ′ ) ( V 1 , Re t - V 2 , Re t ) = 0
( R 12 ′ R 12 - X 12 ′ X 12 ) ( I 2 , Re eq + I L , 2 , Re t - G 2 V 2 , Re t + B 2 V 2 , Im t ) - ( R 12 ′ X 12 + R 12 X 12 ′ ) ( I 2 , Im eq + I L , 2 , Im t - (33)
G 2 V 2 , Im t - B 2 V 2 , Re t ) - ( R 12 + R 12 ′ ) ( V 2 , Re t - V 1 , Re t ) + ( X 12 + X 12 ′ ) ( V 2 , Im t - V 1 , Im t ) = 0
( R 12 ′ R 12 - X 12 ′ X 12 ) ( I 2 , Im eq + I L , 2 , Im t - G 2 V 2 , Im t + B 2 V 2 , Re t ) + ( R 12 ′ X 12 + R 12 X 12 ′ ) ( I 2 , Re eq + I L , 2 , Re t - (34)
G 2 V 2 , Re t + B 2 V 2 , Im t ) - ( R 12 + R 12 ′ ) ( V 2 , Im t - V 1 , Im t ) - ( X 12 + X 12 ′ ) ( V 2 , Re t - V 1 , Re t ) = 0
In formula: subscript " Re " and " Im " are real part and the imaginary parts of variable; Formula (31)-(34) can represent with the form of concentrating:
f m t ( x s ) = 0 m=1~4 (35)
In formula: x s = [ I 1 , Re eq , I 1 , Im eq , I 2 , Re eq , I 2 , Im eq , R 12 ′ , X 12 ′ ] ,
Figure BDA000034577008000411
The expression formula of segmentation during for difference (31)-(34);
Therefore the least-squares estimation model of first stage outer net simplification Ward equivalent parameters is:
J 1 = min Σ t = 1 N Σ m = 1 4 ( f m t ( x s ) ) 2 (36)
Wherein N is the time hop count that institute's taken amount is surveyed data, unknown quantity x to be solved sBe 6, measurement equation has 4N, consider the solvability of model, redundancy and the equivalent precision of measurement equation, and after a large amount of simulation analysis, N is taken as 3; Virtual measurement equation and the least-squares estimation model of S3-2 outer net expansion voltage source Ward Equivalent Circuit Parameter
Simplify the Ward equivalent circuit and adopt constant Injection Current to carry out the impact of equivalent outer net on the Intranet trend, can not truly reflect the voltage support effect of outer net to boundary node; Therefore, the equivalent Injection Current of simplifying in the Ward equivalent circuit is next equivalent with voltage source series impedance branch road, so just obtained expansion voltage source Ward equivalent circuit;
Consider that simplifying the Ward equivalent circuit and expanding voltage source Ward equivalent circuit is two kinds of equivalent circuits of same external electrical network, should have approximately equalised relation between its equivalent parameters; And based on the conventional Ward equivalent circuit of Intranet, can effectively estimate the former equivalent parameters, therefore, utilize two approximation relations between Equivalent Circuit Parameter, and using the constraint condition that the estimates of parameters of simplifying the Ward equivalent circuit estimates as expansion voltage source branch road Ward equivalent parameters, can improve the latter's ornamental;
Based on above-mentioned thought, can obtain restriction relation equation (37)-(42) of two Equivalent Circuit Parameters:
R′ 12-R′′ 12=0 (37)
X′ 12-X′′ 12=0 (38)
I 1 , Re t - I 2 , Re eq = 0 (39)
I 1 , Im t - I 1 , Im eq = 0 (40)
I 2 , Re t - I 2 , Re eq = 0 (41)
I 2 , Im t - I 2 , Im eq = 0 (42)
Electric current on the expansion branch road can be expressed as
Figure BDA00003457700800055
Both sides are with taking advantage of Z i, it is launched according to real part and imaginary part:
E 1 , Re t - V 1 , Re t - R 1 I 1 , Re t + X 1 I 1 , Im t = 0 (43)
E 1 , Im t - V 1 , Im t - R 1 I 1 , Im t - X 1 I 1 , Re t = 0 (44)
E 2 , Re t - V 2 , R e t - R 2 I 2 , Re t + X 2 I 2 , Im t = 0 (45)
E 2 , Im t - V 2 , Im t - R 2 I 2 , Im t - X 2 I 2 , Re t = 0 (46)
In addition, in expansion voltage source Ward equivalent circuit, voltage source is considered as to the PV node, so its voltage magnitude is constant:
( E 1 , Re t ) 2 + ( E 1 , Im t ) 2 - E 1 2 = 0 (47)
( E 2 , Re t ) 2 + ( E 2 , Im t ) 2 - E 2 2 = 0 (48)
Similar with S3-1, same based on the KCL theorem in circuit theory, the electric current sum at boundary node place is 0; Can obtain following equation:
( R 12 ′ ′ R 12 - X 12 ′ ′ X 12 ) ( I 1 , Re t + I L , 1 , Re t - G 1 V 1 , Re t + B 1 V 1 , Im t ) - ( R 12 ′ ′ X 12 + R 12 X 12 ′ ′ ) ( I 1 , Im t + I L , 1 , Im t - (49)
G 1 V 1 , Im t - B 1 V 1 , Re t ) - ( R 12 + R 12 ′ ′ ) ( V 1 , Re t - V 2 , Re t ) + ( X 12 + X 12 ′ ′ ) ( V 1 , Im t - V 2 , Im t ) = 0
( R 12 ′ ′ R 12 - X 12 ′ ′ X 12 ) ( I 1 , Im t + I L , 1 , Im t - G 1 V 1 , Im t + B 1 V 1 , Re t ) + ( R 12 ′ ′ X 12 + R 12 X 12 ′ ′ ) ( I 1 , Re t + I L , 1 , Re t - (50)
G 1 V 1 , Re t + B 1 V 1 , Im t ) - ( R 12 + R 12 ′ ′ ) ( V 1 , Im t - V 2 , Im t ) - ( X 12 + X 12 ′ ′ ) ( V 1 , Re t - V 2 , Re t ) = 0
( R 12 ′ ′ R 12 - X 12 ′ ′ X 12 ) ( I 2 , Re t + I L , 2 , Re t - G 2 V 2 , Re t + B 2 V 2 , Im t ) - ( R 12 ′ ′ X 12 + R 12 X 12 ′ ′ ) ( I 2 , Im t + I L , 2 , Im t - (51)
G 2 V 2 , Im t - B 2 V 2 , Re t ) - ( R 12 + R 12 ′ ′ ) ( V 2 , Re t - V 1 , Re t ) + ( X 12 + X 12 ′ ′ ) ( V 2 , Im t - V 1 , Im t ) = 0
( R 12 ′ ′ R 12 - X 12 ′ ′ X 12 ) ( I 2 , Im t + I L , 2 , Im t - G 2 V 2 , Im t + B 2 V 2 , Re t ) + ( R 12 ′ ′ X 12 + R 12 X 12 ′ ′ ) ( I 2 , Re t + I L , 2 , Re t - (52)
G 2 V 2 , Re t + B 2 V 2 , Im t ) - ( R 12 + R 12 ′ ′ ) ( V 2 , Im t - V 1 , Im t ) - ( X 12 + X 12 ′ ′ ) ( V 2 , Re t - V 1 , Re t ) = 0
Formula (37)-(52) can represent with the form of concentrating:
g m t ( x e ) = 0 m=1~16 (S3)
In formula: x e = [ I 1 , Re t , I 1 , Im t , I 2 , Re t , I 2 , Im t , R 1 , X 1 , R 2 , X 2 , R 12 ′ ′ , X 12 ′ ′ , E 1 , Re ′ ′ , E 1 , Im t E 2 , Re t , E 2 , Im t E 1 , E 2 ] ,
Figure BDA000034577008000527
Equation (39)-(52) of corresponding equation (37), (38) and different periods;
The least square model of outer net expansion voltage source Ward equivalent parameters is:
J 2 = min ( Σ min 2 ( g m ( x e ) ) 2 + Σ t = 1 N Σ m = 3 16 ( g m t ( x e ) ) 2 ) (54)
Unknown quantity x to be solved eIndividual for (8+8N), measurement equation has 2+14N, is similar to the 1.2.1 joint, and N is taken as 3;
S4 calculates the external network equivalent circuit parameter
After completing the S3 step, can be based on the conventional Ward equivalent circuit of the Intranet that calculates in the S2 step and parameter thereof, priority is simplified the least square model of Ward equivalent circuit and outer net expansion voltage source Ward Equivalent Circuit Parameter according to formula (36) and the definite outer net of formula (54), utilize least square method to solve and obtain the equivalent parameters value that outer net is simplified Ward equivalent circuit and outer net expansion voltage source Ward equivalent circuit, and using the latter as final external network equivalent circuit; Specifically comprise the following steps:
The S4-1 outer net is simplified the calculating of Ward Equivalent Circuit Parameter
Based on conventional Ward equivalent circuit and the parameter thereof of 3 period Intranets, the outer net that can set up the formula of being similar to (36) is simplified the least square model of Ward Equivalent Circuit Parameter, and the initial value of getting outer net simplification Ward Equivalent Model parameter is x s=[1,1,1,1,0.03,0.3], utilize least square method to try to achieve the parameter of equivalent circuit, comprises real part and the imaginary part of the equivalent Injection Current at boundary node place
Figure BDA00003457700800062
And between boundary node interconnection resistance R ' 12With reactance X ' 12
The calculating of S4-2 outer net expansion voltage source Ward Equivalent Circuit Parameter
Be similar to S4-1, equally based on conventional Ward equivalent circuit and the parameter thereof of 3 period Intranets, can set up the least square model of the outer net expansion voltage source Ward Equivalent Circuit Parameter of the formula of being similar to (54), and estimation in S4-1 is obtained
Figure BDA00003457700800063
And R ' 12, X ' 12In outer net expansion voltage source Ward equivalent circuit And R ' ' 12, X ' ' 12Initial value, the initial value of outer net expansion voltage source Ward Equivalent Circuit Parameter is like this x e = [ I 1 , Re eq , I 1 , Im eq , I 2 , Re eq , I 2 , Im eq 0.03,0.3,0.03,0.3 , R 12 ′ , X 12 ′ , 1,0,1,0,1,0 ] ; Then utilize least square method to try to achieve the parameter of outer net expansion voltage source Ward equivalent circuit, comprise the voltage magnitude E of virtual PV node 1, E 2, the resistance R of expansion branch road 1, R 2With reactance X 1, X 2And between boundary node interconnection resistance R ' ' 12With reactance X ' ' 12
Then based on the relation between power and voltage, electric current, calculate the meritorious P of exerting oneself of virtual PV node in outer net expansion voltage source Ward equivalent circuit 1, P 2So just, calculated the value of 10 parameters in outer net expansion voltage source Ward equivalent circuit; And will expand the final equivalent circuit of voltage source Ward equivalent circuit as outer net.
After the present invention adopts technique scheme, mainly contain following characteristics:
1,, without any need for topological structure and the status information of external electrical network, be applicable to solve the Static Equivalent problem of black box outer net.
2, the topological structure and the parameter thereof that only need Intranet, and the status data of 3 periods, condition is loosely easily obtained, and is suitable for extending to practical power systems.
3, the introduction of the conventional Ward equivalent circuit of Intranet, utilized more Intranet information, makes the estimated value of external network equivalent parameter more reasonable.
The accompanying drawing explanation
Fig. 1 is that outer net is simplified the Ward equivalent circuit;
Fig. 2 is outer net expansion voltage source Ward equivalent circuit;
Fig. 3 is the algorithm flow chart of outer net Static Equivalent method;
Fig. 4 is IEEE-39 node simulation system.
In Fig. 1 and Fig. 2, in the dotted line frame, be the conventional Ward equivalent circuit of Intranet, wherein
Figure BDA00003457700800071
The equivalent injecting power at boundary node place in the conventional Ward equivalent circuit of Intranet, Z 12=R 12+ jX 12The impedance of interconnection between boundary node, Y 1=G 1+ jB 1And Y 2=G 2+ jB 2It is respectively the admittance over the ground at boundary node place.
Fig. 1 dotted line frame is simplified the Ward equivalent circuit for outer net outward, wherein
Figure BDA00003457700800072
For outer net, simplify the equivalent electric current at boundary node place in the Ward equivalent circuit, Z ' 12=R ' 12+ jX ' 12Impedance for interconnection between boundary node.
Fig. 2 dotted line frame is outer net expansion voltage source Ward equivalent circuit, wherein E outward 1, E 2For the voltage magnitude of virtual PV node in outer net expansion voltage source Ward equivalent circuit, P 1, P 2That the meritorious of virtual PV node exerted oneself; Z ' ' 12=R ' ' 12+ jX ' ' 12For the impedance of interconnection between boundary node, Z 1=R 1+ jX 1And Z 2=R 2+ jX 2For the impedance of expansion branch road, For the electric current on the expansion branch road.
Embodiment
Below in conjunction with embodiment, further illustrate the present invention.
Embodiment
Below using IEEE-39 node simulation system as research object, to proved of the present invention:
(1) input basic data
The basic data of input IEEE-39 node simulation system, comprise its topological structure and parameter value thereof, then simulating the burden with power of the whole network node and load or burden without work increases in 0.3% ratio, meritorious the exerting oneself of the whole network PV node increases in proportion by 0.3%, imbalance power is shared naturally by balance node and PV node, with this real measured data that obtains 3 periods, comprise voltage magnitude and the phase angle of node, and the performance number of branch road two ends transmission.And get node 3 and 17 as boundary node, node 1,2,25-30 and 37-39 is as the outer net node, and all the other are the Intranet node.
(2) calculate conventional Ward equivalent circuit and the parameter thereof of Intranet
1. equivalent branch road parameter asks for
After completing (1) step, can be calculated by formula (28) the Equivalent admittance matrix at boundary node place:
Y BB ′ = 10.593 - j 124.74 - 4.918 + j 60.869 - 4.918 + j 60.869 9.2308 - j 115.65 (55)
By the transadmittance between formula (55) boundary node 3 as can be known and 17, be Y 3,17=-4.918+j60.869, observe between IEEE-39 node simulation system boundary node 3 as can be known and 17 and to be originally not having circuit, therefore, this transadmittance value is the negative inverse of interconnection impedance between boundary node 3 and 17 in the conventional Ward equivalent circuit of Intranet, can obtain thus interconnection impedance in the conventional Ward equivalent circuit of Intranet and be:
Z 12=-1/Y 3,17=0.001319+j0.01632 (56)
Self-admittance by formula (55) boundary node as can be known 3 places is Y 3,3=10.593-j124.74, the self-admittance of observing IEEE-39 node simulation system boundary node 3 as can be known by the equivalence at the interconnection admittance between boundary node 3,17 and boundary node 3 places in the admittance of former power network line 3-2 and ground capacitance part and the conventional Ward equivalent circuit of Intranet over the ground admittance form, therefore, remove Y 3,3Interconnection admittance part between the admittance of middle circuit 3-2,3-18 and ground capacitance part and boundary node 3,17 can obtain the equivalence admittance over the ground at boundary node 3 places in the conventional Ward equivalent circuit of Intranet:
Y 1=Y 3,3-y 3,2-y 320-y 3,17=(10.593-j124.74)-(5.6596-j65.7379) (57)
-j0.1286-(4.918-j60.869)=0.0154-j1.7383
In like manner can obtain the equivalence admittance over the ground at boundary node 17 places:
Y 2=Y 17,17-y 17,27-y 17,27,0-y 3,17=(9.2308-j115.65)-(4.3192-j57.4789) (58)
-j0.1608-(4.918-j60.869)=-0.0064-j2.5371
2. equivalent injecting power asks for
By formula (29), can be in the hope of boundary node 3 and the equivalent injecting power of 3 periods of 17 places:
S ~ L , 1 1 = - 494.980 - j 311.571
S ~ L , 1 2 = - 496.408 - j 311.971 (59)
S ~ L , 1 3 = - 497.836 - j 312.372
S ~ L , 2 1 = 132.169 - j 295.259
S ~ L , 2 2 = 132.565 - j 295.178 (60)
S ~ L , 2 3 = 132.961 - j 295.096
In formula: subscript " 1,2,3 " represents respectively the 1st, 2,3 periods.
(3) set up virtual measurement equation and the least-squares estimation model of external network equivalent circuit parameter
After completing (2) step, can set up virtual measurement equation and the least-squares estimation model of external network equivalent circuit parameter.
1. outer net is simplified virtual measurement equation and the least-squares estimation model of Ward Equivalent Circuit Parameter
According to formula (31)-(34), based on branch road parameter and the equivalent injecting power of the 1st period of the conventional Ward equivalent circuit of the Intranet of trying to achieve in (2) step, the outer net simplification Ward Equivalent Circuit Parameter virtual measurement equation that can set up the 1st period is as follows: ( 0.00132 R 12 ′ - 0.0163 X 12 ′ ) ( I 1 , Re eq - 3.9435 ) - ( 0.0163 R 12 ′ + 0.00132 X 12 ′ ) ( I 1 , Im eq + 5.7675 ) (61)
+0.0075(0.00132+R′ 12)-0.0181(0.0163+X′ 12)=0
( 0.00132 R 12 ′ - 0.01632 X 12 ′ ) ( I 1 , Im eq + 2.0511 ) + ( 0.01632 R 12 ′ + 0.00132 X 12 ′ ) ( I 1 , Re eq - 3.9436 ) (62)
-0.0006(0.00132+R′ 12)-0.0004(0.01632+X′ 12)=0
( 0.00132 R 12 ′ - 0.01632 X 12 ′ ) ( I 2 , Re eq + 1.3090 ) - ( 0.01632 R 12 ′ + 0.00132 X 12 ′ ) ( I 2 , Im eq + 0.04142 ) (63)
-0.0866(0.00132+R′ 12)+0.0181(0.01632+X′ 12)=0
( 0.00132 R 12 ′ - 0.01632 X 12 ′ ) ( I 2 , Im eq + 5.2244 ) + ( 0.01632 R 12 ′ + 0.00132 X 12 ′ ) ( I 2 , Re eq + 1.3090 ) (64)
-0.0181(0.00132+R′ 12)+0.0037(0.01632+X′ 12)=0
In like manner, according to branch road parameter and the equivalent injecting power of the 2nd, 3 periods of the conventional Ward equivalent circuit of Intranet, can set up the outer net of the 2nd, 3 periods and simplify Ward Equivalent Circuit Parameter virtual measurement equation, because process is similar, not repeat them here.
According to the outer net of 3 periods of setting up, simplify Ward Equivalent Circuit Parameter virtual measurement equation, the least-squares estimation model that can set up the formula of being similar to (36) is as follows:
( 0.0118 + 0.0008 ( I 1 , Im eq ) 2 ) + 0.0027 I 1 , Im eq - 0.0055 I 1 , Re eq + 0.0008 ( I 1 , Re eq ) 2 +
0.0007 I 2 , Im eq + 0.0008 ( I 2 , Im eq ) 2 + 0.0003 I 2 , Re eq + 0.0008 ( I 2 , Re eq ) 2 ( R 12 ) 2 - 0.0001 X 12 (65)
+ ( 0.0119 + 0.0027 I 1 , Im eq + 0.0008 ( I 1 , Im eq ) 2 - 0.0055 I 1 , Re eq + 0.0008 ( I 1 , Re eq ) 2 +
0.0007 I 2 , Im eq + 0.0008 ( I 2 , Im eq ) 2 + 0.0003 I 2 , Re eq + 0.0008 ( I 2 , Re eq ) 2 ) ( X 12 ) 2
2. outer net is expanded virtual measurement equation and the least-squares estimation model of voltage source Ward Equivalent Circuit Parameter
Be similar to 1., according to formula (37)-(52), based on branch road parameter and the equivalent injecting power of the 1st period of the conventional Ward equivalent circuit of the Intranet of trying to achieve in (2) step, the outer net expansion voltage source Ward Equivalent Circuit Parameter virtual measurement equation that can set up the 1st period is as follows:
R′′ 12-0.7699=0 (66)
X′′ 12-2.0007=0 (67)
I 1 , Re 1 - 3.4116 = 0 (68)
I 1 , Im 1 + 1.6928 = 0 (69)
I 2 , Re 1 + 0.1608 = 0 (70)
I 2 , Im 1 + 0.4085 = 0 (71)
E 1 , Re 1 - 1.0124 - R 1 I 1 , Re 1 + X 1 I 1 , Im 1 = 0 (72)
E 1 , Im 1 + 0.1748 - R 1 I 1 , Im 1 - X 1 I 1 , Re 1 = 0 (73)
E 2 , Re 1 - 1.0199 - R 2 I 2 , Re 1 + X 2 I 2 , Im 1 = 0 (74)
E 2 , Im 1 + 0.1567 - R 2 I 2 , Im 1 - X 2 I 2 , Re 1 = 0 (75)
( E 1 , Re 1 ) 2 + ( E 1 , Im 1 ) 2 - E 1 2 = 0 (76)
( E 2 , Re 1 ) 2 + ( E 2 , Im 1 ) 2 - E 2 2 = 0 (77)
( 0.0013 R 12 ′ ′ - 0.0163 X 12 ′ ′ ) ( I 1 , Re 1 - 4.5514 ) - ( 0.0163 R 12 ′ ′ + 0.0013 X 12 ′ ′ ) ( I 1 , Im 1 + 2.1500 ) (78)
-0.0075(0.0013+R′′ 12)-0.0181(0.0163+X′′ 12)=0
( 0.0013 R 12 ′ ′ - 0.0163 X 12 ′ ′ ) ( I 1 , Im 1 + 4.3975 ) + ( 0.0163 R 12 ′ ′ + 0.0013 X 12 ′ ′ ) ( I 1 , Re 1 - 4.5514 ) (79)
+0.0181(0.0013+R′′ 12)+0.0075(0.0163+X′′ 12)=0
( 0.0013 R 12 ′ ′ - 0.0163 X 12 ′ ′ ) ( I 2 , Re 1 + 1.3090 ) - ( 0.0163 R 12 ′ ′ + 0.0013 X 12 ′ ′ ) ( I 2 , Im 1 + 0.0413 ) (80)
-0.0075(0.0013+R′′ 12)+0.0181(0.0163+X′′ 12)=0
( 0.0013 R 12 ′ ′ - 0.0163 X 12 ′ ′ ) ( I 2 , Im 1 + 4.4069 ) + ( 0.0163 R 12 ′ ′ + 0.0013 X 12 ′ ′ ) ( I 2 , Re 1 + 1.4345 ) (81)
-0.0181(0.0013+R′′ 12)-0.0075(0.0163+X′′ 12)=0
In like manner, branch road parameter and the equivalent injecting power of the 2nd, 3 periods according to the conventional Ward equivalent circuit of Intranet, can set up the outer net expansion voltage source Ward Equivalent Circuit Parameter virtual measurement equation of the 2nd, 3 periods, because process is similar, not repeat them here.
According to the outer net of 3 periods of setting up, simplify Ward Equivalent Circuit Parameter virtual measurement equation, the least-squares estimation model that can set up the formula of being similar to (54) is as follows:
50.4488 + E 1 , Im 1 ( 0.3496 + E 1 , Im 1 ) + E 1 , Im 2 ( 0.3508 + E 1 , Im 2 ) + E 1 , Im 3 ( 0.3520 + E 1 , Im 3 ) +
E 1 , Re 1 ( - 2.0247 + E 1 , Re 1 ) + ( - 2.0239 + E 1 , Re 2 ) E 1 , Re 2 + ( - 2.032 + E 1 , Re 3 ) + 3 ( E 2 ) 2 +
0.3133 E 2 , Im 1 + 0.3144 E 2 , Im 2 + 0.3155 E 2 , Im 3 - 2.0397 E 2 , Re 1 - 2.0380 E 2 , Re 2 - 2.0382 E 2 , Re 3
+ ( I 1 , Im 1 ) 2 + ( I 1 , Im 2 ) 2 + ( I 1 , Im 3 ) 2 + 3.3856 ( I 1 , Im 1 + I 1 , Im 2 + I 1 , Im 3 ) + ( I 1 , Re 1 ) 2 + ( I 1 , Re 2 ) 2 + ( I 1 , Re 3 ) 2
- 6.8232 ( I 1 , Re 1 + I 1 , Re 2 + I 1 , Re 3 ) + ( I 2 , Im 1 ) 2 + ( I 2 , Im 2 ) 2 + ( I 2 , Im 3 ) 2 + 0.817 ( I 2 , Im 1 + I 2 , Im 2 + I 2 , Im 3 )
+ ( I 2 , Re 1 ) 2 + ( I 2 , Re 2 ) 2 + ( I 2 , Re 3 ) 2 + 0.3216 ( I 2 , Re 1 + I 2 , Re 2 + I 2 , Re 3 ) - 0.3496 R 1 I 1 , Im 1 - 2 R 1 E 1 , Re 1 I 1 , Re 1
- 0.3508 R 1 I 1 , Im 2 - 2 R 1 E 1 , Im 2 I 1 , Im 2 - 0.3520 I 1 , Im 3 - 2 R 1 E 1 , Im 3 I 1 , Im 3 + 2 R 1 I 1 , Re 1 + 2.0240 R 1 I 1 , Re 2
- 2 R 1 E 1 , Re 2 I 1 , Re 2 + 2.0232 R 1 I 1 , Re 3 - 2 R 1 E 1 , Re 3 I 1 , Re 3 + ( R 1 ) 2 ( ( I 1 , Re 1 ) 2 + ( I 1 , Re 2 ) 2 + ( I 1 , Re 3 ) 2 +
( I 1 , Im 1 ) 2 + ( I 1 , Im 2 ) 1 + ( I 1 , Im 3 ) 2 ) + 0.0119 ( R 12 ) 2 + 0.0009 ( R 12 ) 2 + 0.0012 ( R 12 ) 2 I 1 , Im 1 +
0.0003 ( R 12 ) 2 ( I 1 , Im 2 ) 2 + 0.0009 ( R 12 ) 2 I 1 , Im 2 + 0.0003 ( R 12 ) 2 ( I 1 , Im 2 ) 2 + 0.0009 ( R 12 ) 2 I 1 , Im 3
+ 0.0003 ( R 12 ) 2 ( I 1 , Im 3 ) 2 - 0.0018 ( R 12 ) 2 I 1 , Re 1 + 0.0003 ( R 12 ) 2 ( I 1 , Re 1 ) 2 - 0.0018 ( R 12 ) 2 I 1 , Re 2
+ 0.0003 ( R 12 ) 2 ( I 1 , Re 2 ) 2 - 0.0018 ( R 12 ) 2 I 1 , Re 3 + 0.0003 ( R 12 ) 2 ( I 1 , Re 3 ) 2 + 0.0003 ( R 12 ) 2 I 2 , Im 1
+ 0.0003 ( R 12 ) 2 ( I 2 , Im 1 ) 2 + 0.0002 ( R 12 ) 2 I 2 , Re 2 + 0.0003 ( R 12 ) 2 ( I 2 , Im 2 ) 2 + 0.0002 ( R 12 ) 2 I 2 , Im 3
+ 0.0003 ( R 12 ) 2 ( I 2 , Im 3 ) 2 + 0.0003 ( R 12 ) 2 ( I 2 , Re 1 ) 2 + 0.0003 ( R 12 ) 2 ( I 2 , Re 2 ) 2 +
0 . 0003 ( R 12 ) 2 ( I 2 , Im 3 ) 2 + 0.3133 R 12 I 2 , Im 1 + 0.0003 ( R 12 ) 2 ( I 2 , Re 3 ) 2 - 0.3133 R 2 I 2 , Im 1 -
2 R 2 E 2 , Im 1 I 2 , Im 1 - 0.3144 R 2 I 2 , Im 2 - 2 R 2 E 2 , Im 2 I 2 , Im 2 - 0.3155 R 2 I 2 , Im 3 - 2 R 2 E 2 , Im 3 I 2 , Im 3 +
2.0397 R 2 I 2 , Re 1 - 2 R 2 E 2 , Re 1 I 2 , Re 1 + 2.0390 R 2 I 2 , Re 2 - 2 R 2 E 2 , Re 2 I 2 , Re 2 + 2.0382 R 2 I 2 , Re 3
- 2 R 2 E 2 , Re 3 I 2 , Re 3 + ( R 2 ) 2 ( ( I 2 , Re 1 ) 2 + ( I 2 , Re 2 ) 2 + ( I 2 , Re 3 ) 3 + ( I 2 , Im 1 ) 2 + ( I 2 , Im 2 ) 2 + ( I 2 , Im 3 ) 2 )
- 2.0247 X 1 I 1 , Im 1 + 2 X 1 E 1 , Re 1 I 1 , Im 1 - 2.0240 X 1 I 1 , Im 2 + 2 X 1 E 1 , Re 2 I 1 , Im 2 - 2.0232 X 1 I 1 , Im 3 +
2 X 1 E 1 , Re 3 I 1 , Im 3 - 0.3496 X 1 I 1 , Re 1 - 0.3508 X 1 I 1 , Re 2 - 2 X 1 E 1 , Im 2 I 1 , Re 2 - 0.3520 X 1 I 1 , Re 3 -
2 X 1 E 1 , Im 3 I 1 , Im 3 + ( X 1 ) 2 ( ( I 1 , Re 1 ) 2 + ( I 1 , Re 2 ) 2 + ( I 1 , Re 3 ) 2 + ( I 1 , Im 1 ) 2 + ( I 1 , Im 2 ) 2 ( I 1 , Im 3 ) 2 )
- 2 E 1 , Im 1 ( R 1 I 1 , Im 1 + X 1 I 1 , Re 1 ) - 0.0001 X 12 + 0.0119 ( X 12 ) 2 + 0.0009 I 1 , Im 1 ( X 12 ) 2 +
0.0003 ( I 1 , Im 1 ) 2 ( X 12 ) 2 + 0.0009 I 1 , Im 2 ( X 12 ) 2 + 0.0003 ( I 1 , Im 2 ) 2 ( X 12 ) 2 +
0.0009 I 1 , Im 3 ( X 12 ) 2 + 0.0003 ( I 1 , Im 3 ) 2 ( X 12 ) 2 - 0.0018 I 1 , Re 1 ( X 12 ) 2 +
0.0003 ( I 1 , Re 1 ) 2 ( X 12 ) 2 - 0.0018 I 1 , Re 2 ( X 12 ) 2 + 0.0003 ( I 1 , Re 2 ) 2 ( X 12 ) 2 -
0.0018 I 1 , Re 2 ( X 12 ) 2 + 0.0003 ( I 1 , Re 3 ) 2 ( X 12 ) 2 + 0.0002 I 2 , Im 1 ( X 12 ) 2 +
0.0003 ( I 2 , Im 1 ) 2 ( X 12 ) 2 + 0.0002 I 2 , Im 2 ( X 12 ) 2 + 0.0003 ( I 2 , Im 2 ) 2 ( X 12 ) 2 +
0.0002 I 2 , Im 3 ( X 12 ) 2 + 0.0003 ( I 2 , Im 3 ) 2 ( X 12 ) 2 + 0.0003 ( I 2 , Re 1 ) 2 ( X 12 ) 2 +
0.0003 ( I 2 , Re 2 ) 2 ( X 12 ) 2 + 0.0003 ( I 2 , Re 3 ) 2 ( X 12 ) 2 + I 2 , Im 1 ( 2 E 2 , Re 1 - 2.0397 ) (82)
+ X 2 ( I 2 , Im 2 ( 2 E 2 , Re 2 - 2.0390 ) - 2.0382 I 2 , Im 3 + 2 E 2 , Re 3 I 2 , Im 3 - 0.3133 I 2 , Re 1
- 2 E 2 , Im 1 I 2 , Re 1 - 0.3144 I 2 , Re 2 - 2 E 2 , Im 2 I 2 , Re 2 - 0.3155 I 2 , Re 3 - 2 E 2 , Im 3 I 2 , Re 3 ) +
( X 2 ) 2 ( ( I 2 , Re 1 ) 2 + ( I 2 , Re 2 ) 2 + ( I 2 , Re 3 ) 2 + ( I 2 , Im 1 ) 2 + ( I 2 , Im 2 ) 2 + ( I 2 , Im 3 ) 2 )
(4) calculate the external network equivalent circuit parameter
After completing (3) step, can be based on the conventional Ward equivalent circuit and the parameter thereof that in (2) step, calculate Intranet, the outer net of successively determining according to formula (65) and formula (82) is simplified the least square model of Ward equivalent circuit and outer net expansion voltage source Ward Equivalent Circuit Parameter, utilizes least square method to solve to obtain outer net to simplify the equivalent parameters value that Ward equivalent circuit and outer net are expanded voltage source Ward equivalent circuit.Concrete steps are as follows:
1. outer net is simplified the calculating of Ward Equivalent Circuit Parameter
The real part of obtaining current and the initial value of imaginary part are 1, and the initial value of resistance and reactance is respectively 0.03 and 0.3, and the initial value of outer net simplification Ward Equivalent Circuit Parameter is x like this s=[1,1,1,1,0.03,0.3], utilize least square method to calculate and can obtain the parameter value that outer net is simplified the Ward equivalent circuit.Wherein, the resistance R of interconnection between boundary node ' 12=0.7700 and reactance X ' 12=2.0007, real part and the imaginary part of the equivalent Injection Current at boundary node place are respectively I 1 , Re eq = 3.4116 , I 1 , Im eq = - 1.6928 , I 2 , Re eq = - 0.1608 , I 2 , Im eq = - 0.4085 .
2. the calculating of outer net expansion voltage source Ward Equivalent Circuit Parameter
By what estimate in 1. to obtain
Figure BDA00003457700800124
And R ' 12, X ' 12In outer net expansion voltage source Ward equivalent circuit
Figure BDA00003457700800125
And R ' ' 12, X ' ' 12Initial value, the initial value of power taking resistance and reactance is respectively 0.03 and 0.3, the real part of voltage and the initial value of imaginary part are respectively 1 and 0, the initial value of voltage magnitude is made as 1, outer net is expanded the initial value of voltage source Ward Equivalent Circuit Parameter and is like this x e = [ I 1 , Re eq , I 1 , Im eq , I 2 , Re eq , I 2 , Im eq 0.03,0.3,0.03,0.3 , R 12 ′ , X 12 ′ , 1,0,1,0,1,0 ] . Utilize least square method to try to achieve the parameter of outer net expansion voltage source Ward equivalent circuit, comprise the voltage magnitude E of virtual PV node 1=1.1659, E 2=1.0617, the resistance R of expansion branch road 1=0.02211, R 2=0.0609 and reactance X 1=0.0455, X 2=0.0829 and boundary node between interconnection resistance R ' ' 12=0.7698 and reactance X ' ' 12=2.0002.
Then based on the relation between power and voltage, electric current, calculate the meritorious P of exerting oneself of virtual PV node in outer net expansion voltage source Ward equivalent circuit 1=3.7497, P 2=-0.1000.So just, calculate the value of outer net expansion voltage source Ward equivalent circuit medium value parameter, and will expand the final equivalent circuit of voltage source Ward equivalent circuit as outer net.
Experiment effect
After adopting the external network equivalent method for parameter estimation of the present embodiment, Intranet is carried out to the static security stability analysis, by it and existingly only based on the measurement information at boundary node place, estimate that the method for external network equivalent parameter contrasts, thus the validity of checking the technology of the present invention.
The evaluation criteria of systematic error: when carrying out the static security evaluation, whether forecast accident can threaten to the safe and stable operation of system, not only relevant with the absolute error of trend calculating, and relevant with the electric pressure of circuit, in general, the power swing amplitude that the circuit that electric pressure is higher can bear is larger.Similar state estimation qualification rate index, adopt the average of circuit to gain merit and idle error on the safe side (ε Ave_PAnd ε Ave_Q) and maximum meritorious and idle error on the safe side (ε Max_PAnd ε Max_Q) two kinds of indexs pass judgment on the precision that this paper puies forward outer net Static Equivalent method.
Average gaining merit is defined as with idle error on the safe side:
Figure BDA00003457700800131
(83)
In formula: P l(Q l) and
Figure BDA00003457700800132
Be respectively true value and the estimated value of Intranet circuit meritorious (idle),
Figure BDA00003457700800133
For all line set of Intranet, l is the Intranet circuit number, n lNumber for the Intranet circuit.S BaseFor the power reference value, for the 220KV circuit, get S Base=304MVA, for 500KV, get S Base=1082MVA.
Maximum gaining merit is defined as with idle error on the safe side:
(84)
In formula: max represents the expression formula maximizing, and the implication of other variable symbol is similar to formula (83).
Outer net node in deletion IEEE-39 node system, and the external network equivalent circuit that calculates more than inciting somebody to action splices to Intranet, changing the Intranet load and cut-offfing in two kinds of situations of Intranet circuit, relatively the precision of this paper invention technology and existing outer net Static Equivalent method for parameter estimation.
Table 1 has provided under 3 kinds of load levels, the systematic error of two kinds of outer net static estimation methods.Wherein, the corresponding ground state trend of 1 load level, the node load that load level 1.02(1.05) is corresponding is the 1.02(1.05 of ground state trend load) doubly.As seen from Table 1, the systematic error of two kinds of methods is all little, but in general, the systematic error of the inventive method is less than existing method.
The systematic error of two kinds of methods under table 1 different load level
Figure BDA00003457700800135
Table 2 has provided the systematic error result of three kinds of branch breaking schemes.Therefrom visible, under the branch breaking condition, the systematic error of two kinds of methods all increases to some extent, and while especially cut-offfing branch road 14-15, existing methodical maximum active power security error has reached 5.9%, and the inventive method has also reached 1.8%.In general, the equivalent precision of the inventive method is equally higher than existing.
The systematic error of two kinds of methods during table 2 line disconnection

Claims (1)

1. outer net Static Equivalent method based on the conventional Ward equivalent circuit of Intranet is characterized in that comprising the following steps:
S1 inputs basic data
At first input the basic data of Intranet, comprise topological structure and the measurement information of 3 periods of Intranet;
Topological structure basic data: comprise node serial number, node type, node zone of living in, electricity is led and susceptance over the ground;
The basic data of generator: comprise node serial number, meritorious and idle exerting oneself;
The basic data of circuit: comprise circuit first and last node serial number, resistance, reactance, susceptance;
The basic data of transformer: comprise that place, transformer both sides node serial number, resistance, reactance, electricity are led, susceptance, no-load voltage ratio;
The Intranet measurement information of 3 periods: comprise under the condition of a plurality of different conditions the voltage magnitude of node and phase angle, injecting power, the power that transmit at circuit and transformer two ends;
S2 calculates conventional Ward equivalent circuit and the parameter thereof of Intranet
Asking for of the equivalent branch road parameter of S1-1
Based on the parameter of the topological structure of Intranet and circuit, transformer, according to the definition of self-admittance and transadmittance, ask for the bus admittance matrix of Intranet;
Utilize Gaussian elimination method, the contact node that keeps Intranet and outer net is boundary node, and other nodes of cancellation Intranet obtain only containing the Equivalent admittance matrix of boundary node, suc as formula (28), represent:
Y′ BB=Y BB-Y BIY II -1Y IB (1)
In formula: Y is bus admittance matrix, and subscript B represents boundary node, and subscript I represents other Intranet nodes except the node of border;
Definition by admittance matrix is as can be known, Y ' BBTo be obtained by the parameter of branch road over the ground of boundary and the route parameter calculation that is connected with boundary node; Therefore, when known admittance matrix, can obtain conventional Ward Equivalent Circuit Parameter value by Extrapolation;
In like manner, calculate equivalence branch road Y over the ground 1And Y 2Parameter value;
Asking for of the equivalent injecting power of S1-2
Based on the status information of a plurality of period Intranets, the injecting power of cancellation other nodes of Intranet except the node of border, obtain the equivalent injecting powers of a plurality of periods at boundary node place, shown in (29):
S ~ eq = ( diag ( V . B ) * ) Y BI Y II - 1 ( S ~ I V . I ) * (2)
In formula:
Figure FDA00003457700700014
Expression node injecting power,
Figure FDA00003457700700015
The voltage of expression node;
Figure FDA00003457700700016
Be the injecting power of Intranet through conversion assignments to the equivalent injecting power on boundary node, by it, can calculate in Fig. 1 in the dotted line frame the equivalent injecting power at boundary node place in conventional Ward equivalent circuit
Figure FDA00003457700700017
With
Figure FDA00003457700700018
By two above steps, namely can calculate the parameter value of the whole elements of conventional Ward equivalent circuit;
S3 sets up virtual measurement equation and the least-squares estimation model of external network equivalent circuit parameter
After completing the S2 step, based on outer net, simplify the restriction relation between Ward Equivalent Circuit Parameter and outer net expansion voltage source Ward Equivalent Circuit Parameter and the conventional Ward Equivalent Circuit Parameter of Intranet respectively, set up outer net and simplify the virtual measurement equation of Ward Equivalent Circuit Parameter and outer net expansion voltage source Ward Equivalent Circuit Parameter, and further obtain the least square model of two external network equivalent circuit parameters, finally can solve the parameter value that obtains two external network equivalent circuit based on least square method, and using the latter as final external network equivalent circuit;
The S3-1 outer net is simplified virtual measurement equation and the least-squares estimation model of Ward Equivalent Circuit Parameter
Based on the KCL theorem in circuit theory, the Injection Current sum at boundary node place is zero; Take boundary node 1 as example, the electric current of Inside and outside network injection boundary node is opposite number each other, that is:
I . 1 eq - V . 1 t - V . 2 t Z 12 ′ = V . 1 t - V . 2 t Z 12 + Y 1 V . 1 t - I . L , 1 t (3)
In formula: For outer net, simplify the equivalent current source of Ward equivalent circuit, Z ' 12For outer net is simplified the impedance of interconnection between boundary node in the Ward equivalent circuit,
Figure FDA00003457700700024
Be the electric current representation of the equivalent injecting power of boundary node, subscript " t " (t=1,2,3, m are the time hop count of required Intranet metric data) represents period t; The numbering of subscript " 1,2 " expression boundary node;
Z ' is multiply by on the following formula both sides simultaneously 12Z 12And launch according to real part and imaginary part, can obtain formula (31), (32), similar above thinking is analyzed and can be obtained formula (33), (34) boundary node 2:
( R 12 ′ R 12 - X 12 ′ X 12 ) ( I 1 , Re eq + I L , 1 , Re t - G 1 V 1 , Re t + B 1 V 1 , Im t ) - ( R 12 ′ X 12 + R 12 X 12 ′ ) ( I 1 , Im eq + I L , 1 , Im t - (4)
G 1 V 1 , Im t - B 1 V 1 , Re t ) - ( R 12 + R 12 ′ ) ( V 1 , Re t - V 2 , Re t ) + ( X 12 + X 12 ′ ) ( V 1 , Im t - V 2 , Im t ) = 0
( R 12 ′ R 12 - X 12 ′ X 12 ) ( I 1 , Im eq + I L , 1 , Im t - G 1 V 1 , Im t + B 1 V 1 , Re t ) + ( R 12 ′ X 12 + R 12 X 12 ′ ) ( I 1 , Re eq + I L , 1 , Re t -
(5)
G 1 V 1 , Re t + B 1 V 1 , Im t ) - ( R 12 + R 12 ′ ) ( V 1 , Im t - V 2 , Im t ) - ( X 12 + X 12 ′ ) ( V 1 , Re t - V 2 , Re t ) = 0
( R 12 ′ R 12 - X 12 ′ X 12 ) ( I 2 , Re eq + I L , 2 , Re t - G 2 V 2 , Re t + B 2 V 2 , Im t ) - ( R 12 ′ X 12 + R 12 X 12 ′ ) ( I 2 , Im eq + I L , 2 , Im t - (6)
G 2 V 2 , Im t - B 2 V 2 , Re t ) - ( R 12 + R 12 ′ ) ( V 2 , Re t - V 1 , Re t ) + ( X 12 + X 12 ′ ) ( V 2 , Im t - V 1 , Im t ) = 0
( R 12 ′ R 12 - X 12 ′ X 12 ) ( I 2 , Im eq + I L , 2 , Im t - G 2 V 2 , Im t + B 2 V 2 , Re t ) + ( R 12 ′ X 12 + R 12 X 12 ′ ) ( I 2 , Re eq + I L , 2 , Re t - (7)
G 2 V 2 , Re t + B 2 V 2 , Im t ) - ( R 12 + R 12 ′ ) ( V 2 , Im t - V 1 , Im t ) - ( X 12 + X 12 ′ ) ( V 2 , Re t - V 1 , Re t ) = 0
In formula: subscript " Re " and " Im " are real part and the imaginary parts of variable; Formula (31)-(34) can represent with the form of concentrating:
f m t ( x s ) = 0 m=1~4 (8)
In formula: x s = [ I 1 , Re eq , I 1 , Im eq , I 2 , Re eq , I 2 , Im eq , R 12 ′ , X 12 ′ ] ,
Figure FDA00003457700700032
The expression formula of segmentation during for difference (31)-(34);
Therefore the least-squares estimation model of first stage outer net simplification Ward equivalent parameters is:
J 1 = min Σ t = 1 N Σ m = 1 4 ( f m t ( x s ) ) 2 (9)
Wherein N is the time hop count that institute's taken amount is surveyed data, unknown quantity x to be solved sBe 6, measurement equation has 4N, consider the solvability of model, redundancy and the equivalent precision of measurement equation, and after a large amount of simulation analysis, N is taken as 3; Virtual measurement equation and the least-squares estimation model of S3-2 outer net expansion voltage source Ward Equivalent Circuit Parameter
Simplify the Ward equivalent circuit and adopt constant Injection Current to carry out the impact of equivalent outer net on the Intranet trend, can not truly reflect the voltage support effect of outer net to boundary node; Therefore, the equivalent Injection Current of simplifying in the Ward equivalent circuit is next equivalent with voltage source series impedance branch road, so just obtained expansion voltage source Ward equivalent circuit;
Consider that simplifying the Ward equivalent circuit and expanding voltage source Ward equivalent circuit is two kinds of equivalent circuits of same external electrical network, should have approximately equalised relation between its equivalent parameters; And based on the conventional Ward equivalent circuit of Intranet, can effectively estimate the former equivalent parameters, therefore, utilize two approximation relations between Equivalent Circuit Parameter, and using the constraint condition that the estimates of parameters of simplifying the Ward equivalent circuit estimates as expansion voltage source branch road Ward equivalent parameters, improve the latter's ornamental;
Based on above-mentioned thought, can obtain restriction relation equation (37)-(42) of two Equivalent Circuit Parameters:
R′ 12-R′′ 12=0 (10)
X′ 12-X′′ 12=0 (11)
I 1 , Re t - I 1 , Re eq = 0 (12)
I 1 , Im t - I 1 , Im eq = 0 (13)
I 2 , Re t - I 2 , Re eq = 0 (14)
I 2 , Im t - I 2 , Im eq = 0 (15)
Electric current on the expansion branch road can be expressed as
Figure FDA000034577007000310
Both sides are with taking advantage of Z i, it is launched according to real part and imaginary part:
E 1 , Re t - V 1 , Re t - R 1 I 1 , Re t + X 1 I 1 , Im t = 0 (16)
E 1 , Im t - V 1 , Im t - R 1 I 1 , Im t - X 1 I 1 , Re t = 0 (17)
E 2 , Rer t - V 2 , Re t - R 2 I 2 , Re t + X 2 I 2 , Im t = 0 (18)
E 2 , Im t - V 2 , Im t - R 2 I 2 , Im t - X 2 I 2 , Re t = 0 (19)
In addition, in expansion voltage source Ward equivalent circuit, voltage source is considered as to the PV node, so its voltage magnitude is constant:
( E 1 , Re t ) 2 + ( E 1 , Im t ) 2 - E 1 2 = 0 (20)
( E 2 , Re t ) 2 + ( E 2 , Im t ) 2 - E 2 2 = 0 (21)
Similar with S3-1, same based on the KCL theorem in circuit theory, the electric current sum at boundary node place is 0; Can obtain following equation:
( R 12 ′ ′ R 12 - X 12 ′ ′ X 12 ) ( I 1 , Re t + I L , 1 , Re t - G 1 V 1 , Re t + B 1 V 1 , Im t ) - ( R 12 ′ ′ X 12 + R 12 X 12 ′ ′ ) ( I 1 , Im t + I L , 1 , Im t - (22)
G 1 V 1 , Im t - B 1 V 1 , Re t ) - ( R 12 + R 12 ′ ′ ) ( V 1 , Re t - V 2 , Re t ) + ( X 12 + X 12 ′ ′ ) ( V 1 , Im t - V 2 , Im t ) = 0
( R 12 ′ ′ R 12 - X 12 ′ ′ X 12 ) ( I 1 , Im t + I L , 1 , Im t - G 1 V 1 , Im t + B 1 V 1 , Re t ) + ( R 12 ′ ′ X 12 + R 12 X 12 ′ ′ ) ( I 1 , Re t + I L , 1 , Re t - (23)
G 1 V 1 , Re t + B 1 V 1 , Im t ) - ( R 12 + R 12 ′ ′ ) ( V 1 , Im t - V 2 , Im t ) - ( X 12 + X 12 ′ ′ ) ( V 1 , Re t - V 2 , Re t ) = 0
( R 12 ′ ′ R 12 - X 12 ′ ′ X 12 ) ( I 2 , Re t + I L , 2 , Re t - G 2 V 2 , Re t + B 2 V 2 , Im t ) - ( R 12 ′ ′ X 12 + R 12 X 12 ′ ′ ) ( I 2 , Im t + I L , 2 , Im t - (24)
G 2 V 2 , Im t - B 2 V 2 , Re t ) - ( R 12 + R 12 ′ ′ ) ( V 2 , Re t - V 1 , Re t ) + ( X 12 + X 12 ′ ′ ) ( V 2 , Im t - V 1 , Im t ) = 0
( R 12 ′ ′ R 12 - X 12 ′ ′ X 12 ) ( I 2 , Im t + I L , 2 , Im t - G 2 V 2 , Im t + B 2 V 2 , Re t ) + ( R 12 ′ ′ X 12 + R 12 X 12 ′ ′ ) ( I 2 , Re t + I L , 2 , Re t - (25)
G 2 V 2 , Re t + B 2 V 2 , Im t ) - ( R 12 + R 12 ′ ′ ) ( V 2 , Im t - V 1 , Im t ) - ( X 12 + X 12 ′ ′ ) ( V 2 , Re t - V 1 , Re t ) = 0
Formula (37)-(52) can represent with the form of concentrating:
g m t ( x e ) = 0 m=1~16 (26)
In formula: x e = [ I 1 , Re t , I 1 , Im t , I 2 , Re t , I 2 , Im t , R 1 , X 1 , R 2 , X 2 , R 12 ′ ′ , X 12 ′ ′ , E 1 , Re ′ ′ , E 1 , Im t E 2 , Re t , E 2 , Im t E 1 , E 2 ] ,
Figure FDA000034577007000411
Equation (39)-(52) of corresponding equation (37), (38) and different periods;
The least square model of outer net expansion voltage source Ward equivalent parameters is:
J 2 = min ( Σ min 2 ( g m ( x e ) ) 2 + Σ t = 1 N Σ m = 3 16 ( g m t ( x e ) ) 2 ) (27)
Unknown quantity x to be solved eIndividual for (8+8N), measurement equation has 2+14N, and N is taken as 3;
S4 calculates the external network equivalent circuit parameter
The S4-1 outer net is simplified the calculating of Ward Equivalent Circuit Parameter
Based on conventional Ward equivalent circuit and the parameter thereof of 3 period Intranets, set up the least square model that the outer net that is similar to formula (36) is simplified the Ward Equivalent Circuit Parameter, the initial value of getting outer net simplification Ward Equivalent Model parameter is x s=[1,1,1,1,0.03,0.3], utilize least square method to try to achieve the parameter of equivalent circuit, comprises real part and the imaginary part of the equivalent Injection Current at boundary node place
Figure FDA000034577007000413
And between boundary node interconnection resistance R ' 12With reactance X ' 12
The calculating of S4-2 outer net expansion voltage source Ward Equivalent Circuit Parameter
Be similar to S4-1, equally based on conventional Ward equivalent circuit and the parameter thereof of 3 period Intranets, can set up the least square model of the outer net expansion voltage source Ward Equivalent Circuit Parameter of the formula of being similar to (54), and estimation in S4-1 is obtained
Figure FDA00003457700700051
And R ' 12, X ' 12In outer net expansion voltage source Ward equivalent circuit
Figure FDA00003457700700053
And R ' ' 12, X ' ' 12Initial value, the initial value of outer net expansion voltage source Ward Equivalent Circuit Parameter is like this x e = [ I 1 , Re eq , I 1 , Im eq , I 2 , Re eq , I 2 , Im eq 0.03,0.3,0.03,0.3 , R 12 ′ , X 12 ′ , 1,0,1,0,1,0 ] ; Then utilize least square method to try to achieve the parameter of outer net expansion voltage source Ward equivalent circuit, comprise the voltage magnitude E of virtual PV node 1, E 2, the resistance R of expansion branch road 1, R 2With reactance X 1, X 2And between boundary node interconnection resistance R ' ' 12With reactance X ' ' 12
Then based on the relation between power and voltage, electric current, calculate the meritorious P of exerting oneself of virtual PV node in outer net expansion voltage source Ward equivalent circuit 1, P 2So just, calculated the value of 10 parameters in outer net expansion voltage source Ward equivalent circuit; And will expand the final equivalent circuit of voltage source Ward equivalent circuit as outer net.
CN2013102780910A 2013-07-03 2013-07-03 Static equivalence method for external network based on internal network routine Ward equivalent circuit Pending CN103400303A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN2013102780910A CN103400303A (en) 2013-07-03 2013-07-03 Static equivalence method for external network based on internal network routine Ward equivalent circuit

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN2013102780910A CN103400303A (en) 2013-07-03 2013-07-03 Static equivalence method for external network based on internal network routine Ward equivalent circuit

Publications (1)

Publication Number Publication Date
CN103400303A true CN103400303A (en) 2013-11-20

Family

ID=49563916

Family Applications (1)

Application Number Title Priority Date Filing Date
CN2013102780910A Pending CN103400303A (en) 2013-07-03 2013-07-03 Static equivalence method for external network based on internal network routine Ward equivalent circuit

Country Status (1)

Country Link
CN (1) CN103400303A (en)

Cited By (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105184418A (en) * 2015-09-23 2015-12-23 重庆大学 Optimal power flow calculating method for equivalent interconnected power network on the basis of consistency of power flow, sensitivity and constraint
CN105656036A (en) * 2016-03-15 2016-06-08 国家电网公司 Probability static safety analysis method considering flow-and-sensitivity consistency equivalence
CN106786536A (en) * 2016-12-29 2017-05-31 广东电网有限责任公司电力调度控制中心 Consider the method for estimating state of outer net extended Ward equivalent
CN107240916A (en) * 2017-04-28 2017-10-10 重庆大学 The method for building up of outer net extension voltage source branch road Ward Equivalent Models and the application in state estimation
CN107681682A (en) * 2017-10-25 2018-02-09 国家电网公司 A kind of ac and dc systemses equivalence method equivalent based on WARD
CN108510164A (en) * 2018-03-16 2018-09-07 广东电网有限责任公司电力调度控制中心 The online generation method of external network equivalent model of designated area in a kind of electric system
CN108683181A (en) * 2018-05-07 2018-10-19 重庆大学 A kind of dual-port black box outer net static equivalence method based on improvement branch breaking analog DC method
CN111313354A (en) * 2020-02-11 2020-06-19 北京交通大学 Method for determining dynamic equivalent boundary of alternating current-direct current power system
CN111614099A (en) * 2020-05-22 2020-09-01 国家电网有限公司 Power flow simulation calculation method and system for electric power system
CN113078827A (en) * 2021-04-21 2021-07-06 华北电力大学 High-frequency chain end decoupling equivalent model of cascaded H-bridge power electronic transformer

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040083087A1 (en) * 2002-10-14 2004-04-29 Abb Research Ltd Simulation of an electrical power transmission network
CN102005758A (en) * 2010-11-16 2011-04-06 重庆大学 Internal network actual information based method for external network static equivalents of two ports

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20040083087A1 (en) * 2002-10-14 2004-04-29 Abb Research Ltd Simulation of an electrical power transmission network
CN102005758A (en) * 2010-11-16 2011-04-06 重庆大学 Internal network actual information based method for external network static equivalents of two ports

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
余娟 等: "基于内网实测信息的多端口外网静态等值方法", 《电力自动化设备》 *
李世明: "基于内网实测信息的两端互联电网静态等值参数估计方法研究", 《中国优秀硕士学位论文全文数据库工程科技Ⅱ辑》 *

Cited By (17)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105184418B (en) * 2015-09-23 2019-04-02 重庆大学 Based on the equivalent interconnected network optimal load flow calculation method of sensitivity and constraint
CN105184418A (en) * 2015-09-23 2015-12-23 重庆大学 Optimal power flow calculating method for equivalent interconnected power network on the basis of consistency of power flow, sensitivity and constraint
CN105656036A (en) * 2016-03-15 2016-06-08 国家电网公司 Probability static safety analysis method considering flow-and-sensitivity consistency equivalence
CN105656036B (en) * 2016-03-15 2018-05-01 国家电网公司 Consider trend and the probability static security analysis method of sensitivity uniformity equivalence
CN106786536A (en) * 2016-12-29 2017-05-31 广东电网有限责任公司电力调度控制中心 Consider the method for estimating state of outer net extended Ward equivalent
CN107240916A (en) * 2017-04-28 2017-10-10 重庆大学 The method for building up of outer net extension voltage source branch road Ward Equivalent Models and the application in state estimation
CN107240916B (en) * 2017-04-28 2020-07-03 重庆大学 Method for establishing Ward equivalent model of external network extended voltage source branch and application of Ward equivalent model in state estimation
CN107681682A (en) * 2017-10-25 2018-02-09 国家电网公司 A kind of ac and dc systemses equivalence method equivalent based on WARD
CN107681682B (en) * 2017-10-25 2020-10-09 国家电网公司 Alternating current-direct current system equivalence method based on WARD equivalence
CN108510164A (en) * 2018-03-16 2018-09-07 广东电网有限责任公司电力调度控制中心 The online generation method of external network equivalent model of designated area in a kind of electric system
CN108510164B (en) * 2018-03-16 2021-08-17 广东电网有限责任公司电力调度控制中心 Online generation method for external network equivalent model of designated area in power system
CN108683181A (en) * 2018-05-07 2018-10-19 重庆大学 A kind of dual-port black box outer net static equivalence method based on improvement branch breaking analog DC method
CN108683181B (en) * 2018-05-07 2020-06-23 重庆大学 Dual-port black box external network static equivalence method based on improved branch circuit breaking simulation direct current method
CN111313354A (en) * 2020-02-11 2020-06-19 北京交通大学 Method for determining dynamic equivalent boundary of alternating current-direct current power system
CN111313354B (en) * 2020-02-11 2021-04-06 北京交通大学 Method for determining dynamic equivalent boundary of alternating current-direct current power system
CN111614099A (en) * 2020-05-22 2020-09-01 国家电网有限公司 Power flow simulation calculation method and system for electric power system
CN113078827A (en) * 2021-04-21 2021-07-06 华北电力大学 High-frequency chain end decoupling equivalent model of cascaded H-bridge power electronic transformer

Similar Documents

Publication Publication Date Title
CN103400303A (en) Static equivalence method for external network based on internal network routine Ward equivalent circuit
CN101719182B (en) Parallel partition electromagnetic transient digital simulation method of AC and DC power system
CN102412596B (en) Equivalent simulation method for grid-connected photovoltaic power generation system
CN103944507B (en) Photovoltaic-power-station low-voltage penetrating performance evaluation method based on inverter model test
CN103107535B (en) Comprehensive evaluation method on safety of grid structure based on entropy weight method
CN205081758U (en) Multichannel MPPT input photovoltaic inverter's insulating impedance detection device
CN102609598B (en) Method for performing electromagnetic transient-state simulation to large power system
CN101505061B (en) Computation method capable of tracking Davinan equivalence parameter base on time domain simulation
CN103311926B (en) Power system cascading failure simulation method based on unified power flow controller
CN102799950B (en) Network of ship reconstruction and optimization method based on particle cluster algorithm
CN102104252B (en) Power system dynamic equivalence method suitable for electromagnetic transient analysis
CN103532137B (en) A kind of method for estimating state of three-phase and four-line low-voltage network
CN107292481B (en) Power grid key node evaluation method based on node importance
CN106250640A (en) A kind of layering Dynamic Equivalence being applicable to area power grid
CN106786493A (en) A kind of practical calculation method of multi-infeed HVDC interaction factor
CN104778367A (en) On-line wide-area Thevenin equivalent parameter calculation method based on single state section
CN102708260B (en) Electromagnetic transient state simulation method and device
CN106291255A (en) A kind of distribution network failure containing inverse distributed power calculates universal method
CN104009484A (en) Power grid loss reduction assessment method based on load flow calculation
CN105656031A (en) Security risk assessment method of wind-power-included electric power system based on Gaussian mixture distribution characteristics
CN103595040A (en) Power distribution network comprising direct-current distributed power supply and analysis method of comprehensive load characteristics of power distribution network
CN107392498A (en) A kind of power network topology analysis system
CN103955594A (en) Dynamic equivalence method of electric power system
CN104899396A (en) Fast decoupled flow calculation method of modified coefficient matrix
CN114113834A (en) Low-voltage power distribution Internet of things interactive function test bed area and management system thereof

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
WD01 Invention patent application deemed withdrawn after publication

Application publication date: 20131120

WD01 Invention patent application deemed withdrawn after publication