CN106655203A - Sensitivity-based reactive power regulation priority selection method of wind farms - Google Patents
Sensitivity-based reactive power regulation priority selection method of wind farms Download PDFInfo
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- 230000035945 sensitivity Effects 0.000 title claims abstract description 59
- 230000033228 biological regulation Effects 0.000 title abstract description 4
- 238000010187 selection method Methods 0.000 title abstract 2
- 238000000034 method Methods 0.000 claims abstract description 9
- 230000009471 action Effects 0.000 claims abstract description 4
- 230000008859 change Effects 0.000 claims description 34
- 239000011159 matrix material Substances 0.000 claims description 34
- 238000002347 injection Methods 0.000 claims description 16
- 239000007924 injection Substances 0.000 claims description 16
- 238000005192 partition Methods 0.000 claims description 2
- 230000005684 electric field Effects 0.000 description 3
- 230000005611 electricity Effects 0.000 description 3
- 230000008901 benefit Effects 0.000 description 2
- 230000009286 beneficial effect Effects 0.000 description 1
- 238000011217 control strategy Methods 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 230000007123 defense Effects 0.000 description 1
- 230000003111 delayed effect Effects 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004044 response Effects 0.000 description 1
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Classifications
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02J—CIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
- H02J3/00—Circuit arrangements for ac mains or ac distribution networks
- H02J3/12—Circuit arrangements for ac mains or ac distribution networks for adjusting voltage in ac networks by changing a characteristic of the network load
- H02J3/16—Circuit arrangements for ac mains or ac distribution networks for adjusting voltage in ac networks by changing a characteristic of the network load by adjustment of reactive power
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- H02J3/386—
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E10/00—Energy generation through renewable energy sources
- Y02E10/70—Wind energy
- Y02E10/76—Power conversion electric or electronic aspects
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E40/00—Technologies for an efficient electrical power generation, transmission or distribution
- Y02E40/30—Reactive power compensation
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- Engineering & Computer Science (AREA)
- Power Engineering (AREA)
- Control Of Eletrric Generators (AREA)
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Abstract
The invention discloses a sensitivity-based reactive power regulation priority selection method of wind farms. The method mainly comprises the step of solving the sensitivity between grid connection point voltage of one wind farm and output reactive power of the adjacent wind farm through reactive power-voltage sensitivity matrixes and a node power balance equation, thereby obtaining a priority sequence of actions of the wind farms for large-scale on-site reactive power voltage regulation and mutual compensation. Therefore, the problems of on-site reactive power control disorder, delay and the like of a wind farm group in the prior art can be solved.
Description
Technical field
The present invention relates to reactive voltage regulation technology field in the extensive access system of new forms of energy, in particular it relates to a kind of
Wind energy turbine set Reactive-power control priority system of selection based on sensitivity.
Background technology
China's new forms of energy large-scale cluster formula development, brings many challenges for electrical network.In recent years with wind
Electric grid connection capacity is ramped, and the operation of thing followed reactive voltage and control problem are also more complicated.By to different wind-powered electricity generations
The reactive voltage characteristic research of unit and various reactive-load compensation equipments can be seen that the nothing of the electrical network accessed for large-scale wind power
The control of work(voltage needs the mutual cooperation of wind energy turbine set.
During the present invention is realized, inventor has found at least there is following defect in prior art:Firstly for big
The system that scale wind-powered electricity generation is incorporated to, when reactive voltage is controlled on the spot, reactive-load compensation equipment tends not to meet voltage stabilization operation
Require;Secondly in addition to squirrel-cage Wind turbines, other Wind turbines are respectively provided with good reactive power compensation planning, but idle benefit
Repay capacity less;The system that large-scale wind power field cluster is connected to the grid, during many Wind turbines input reactive power/voltage controls one is needed badly
Coordination control strategy is covered to realizing the mutual cooperation between wind energy turbine set.
The content of the invention
It is an object of the present invention to be directed to the problems referred to above, propose that a kind of wind energy turbine set Reactive-power control based on sensitivity is preferential
Level system of selection, to obtaining the sensitivity system of certain wind farm grid-connected busbar voltage and the wind energy turbine set output reactive power of its phase
Number, to realize the mutual cooperation when reactive voltage is controlled on the spot between wind energy turbine set.
For achieving the above object, the technical solution used in the present invention is:A kind of wind energy turbine set Reactive-power control based on sensitivity
Priority system of selection, mainly includes:
Step 1:Calculate trend and list node power equilibrium equation;
Step 2:By to variable partitions in node power equation be disturbance variable, state variable, control variables, obtain spirit
Sensitive matrix Sxu, Sxp;
Step 3:The voltage of wind energy turbine set i is tried to achieve with regard to wind energy turbine set j by sensitivity matrix and node power equilibrium equation
The sensitivity S of output reactive power change1With the voltage of wind energy turbine set j with regard to the sensitive of the output reactive power change of wind energy turbine set j
Degree S2;It is final to obtain large-scale wind power field by obtaining the sensitivity that wind farm grid-connected point voltage is adjacent between wind energy turbine set
Reactive voltage is adjusted on the spot, mutually the priority orders of the wind energy turbine set action of compensation.
Further, in step 1, the calculation procedure of the node power equilibrium equation includes:
If the generator power of power system interior joint i is PGi+jQGi, load power is PLDi+jQLDi, with polar coordinates table
When showing node voltage, the power balance equation of node is:
ΔPi=PGi-PLDi-Ui∑Uj(Gijcosδij+Bijsinδij)=0
ΔQi=QGi-QLDi-Ui∑Uj(Gijsinδij-Bijcosδij)=0 (1)
In formula (1), Δ Pi,ΔQiTo inject the active power and reactive power of node i;
PGi,QGiTo inject the generator active power and reactive power of node i;
PLDi,QLDiTo inject the load active power and reactive power of node i;
Ui,UjFor the voltage of node i;
Gij+jBijFor the admittance between node i, j;
δijFor the phase difference of voltage between node i, j, δij=δi-δj。
Further, in step 2, the S of sensitivity matrix is obtainedxu, SxpCalculation procedure include:
If representing disturbance variable, control variables and state variable, power system node power equilibrium equation respectively with p, u, x
It is represented by:
F (x, u, p)=0 (2)
P --- disturbance variable in formula (2);
U --- control variables;
X --- state variable;
If comprising wind energy turbine set area operation under state (x (0), u (0), p (0)), as a certain wind energy turbine set is active fluctuation is gone out
Δ p, conventional generator has been corresponding adjustment Δ u, and system accordingly there occurs that state deviates Δ x, then the power-balance side of system
Cheng Yingwei:
f(x(0)+Δx,u(0)+Δu,p(0)+ Δ p)=0 (3)
X (0) in formula, u (0), p (0) --- system running state, bus run voltage, wind energy turbine set is active to exert oneself;
Δ x --- system state change amount;
Δ u --- voltage variety;
Δ p --- the active variable quantity of exerting oneself of wind energy turbine set;
Assume that each variable is varied less under stable situation, so that the items of negligible its second order and the above, then formula (3) can
It is to launch abbreviation:
In formula (4)It is Jacobian matrix;
Will be based on state (x (0), u (0), p (0))Matrix,Matrix andMatrix is abbreviated as respectively Jx、Ju
And Jp, then have
JxΔx+JuΔu+JpΔ p=0 (5)
J in formulax、Ju、JpIt is Jacobian matrix;
Above formula (5) is referred to as sensitivity equation, and by the formula deviation value of state variable can be solved:
In formulaFor sensitivity matrix;
For sensitivity matrix.
Further, in step 3, the Calculation of Sensitivity step that wind farm grid-connected point voltage is adjacent between wind energy turbine set is obtained
Suddenly include:
If J is the full rank Jacobian matrix of system polar form, Δ Y and Δ X is respectively system injection variable quantity and shape
State variable quantity, is divided into two parts, i.e., by Δ Y:Δ Y=[Δ YIΔYN]T, corresponding Δ X is then changed into Δ X=[Δ XIΔXN]T, phase
Answer ground that J is divided into into 4 parts, i.e.,:
J in formula (7)II、JIN、JNI、JNN--- the full rank Jacobian matrix in part,
Relation between injection rate and amount of state variation is
In formula (8),
ΔYI--- controlled wind energy turbine set accesses the injection variable quantity of regional node;
ΔXI--- controlled wind energy turbine set accesses the amount of state variation of regional node;
ΔYN--- the injection variable quantity of remaining node;
ΔXN--- the amount of state variation of remaining node,
If Δ YN=0, that is, the amount of being actually implanted into only include Δ YI, then can be released by formula (8):
Due to JNNIt is nonsingular so as to can obtain:
To JSIInvert:
Then the relation between the node of controlled wind energy turbine set access point area is
Δ U in formulaw--- the voltage of wind energy turbine set Egress node;
Δθw--- the phase angle change vector of wind energy turbine set Egress node;
ΔUc--- the voltage of access point;
Δθc--- the phase angle change vector of access point;
ΔPW--- wind energy turbine set Egress node injects active change vector;
ΔQW--- wind energy turbine set Egress node injects idle change vector;
ΔPC--- access point injects active change vector;
ΔQC--- access point injects idle change vector,
Reactive power and the sensitivity relation of voltage, then can obtain the voltage of wind energy turbine set i with regard to wind by formula (12) and formula (13)
Electric field j output reactive power change sensitivity relation be
S1=A2m+n+i,m+n+j (14)
S in formula (14)1--- the sensitivity that the voltage of wind energy turbine set i changes with regard to the output reactive power of wind energy turbine set j.
The voltage of wind energy turbine set j with regard to wind energy turbine set j output reactive power change sensitivity relation be
S2=Am+j,m+n+j (15)
S in formula (15)2--- the sensitivity that the voltage of wind energy turbine set j changes with regard to the output reactive power of wind energy turbine set j.
A kind of wind energy turbine set Reactive-power control priority system of selection based on sensitivity of various embodiments of the present invention, due to main
Including:Wind farm grid-connected point voltage is tried to achieve by idle-voltage sensibility matrix and node power equilibrium equation and is adjacent wind
Sensitivity between electric field, you can obtain large-scale wind power field reactive voltage and adjust on the spot, the wind energy turbine set action for compensating mutually
Priority orders;Such that it is able to overcome the problems such as prior art wind electric field group is idle to control on the spot unordered, delayed.
Other features and advantages of the present invention will be illustrated in the following description, also, the partly change from specification
Obtain it is clear that or being understood by implementing the present invention.
Below by embodiment, technical scheme is described in further detail.
Specific embodiment
Below in conjunction with illustrating to the preferred embodiments of the present invention, it will be appreciated that preferred embodiment described herein
The present invention is merely to illustrate and is explained, is not intended to limit the present invention.
Specifically, based on the wind energy turbine set priority back-and-forth method of sensitivity be due to it is different perform that stations send it is idle to grid-connected
Point voltage response characteristic is different.Therefore, the core of system voltage control can be quickly and accurately participated in as far as possible in order to allow perform to stand
The heart is exactly can to estimate the interdependent node voltage change that the change of wind energy turbine set output reactive power causes, i.e., spirit between the two
Sensitivity relation.After calculating sensitivity coefficient, selection performs station to grid entry point busbar voltage sensitivity highest.Mainly include:
The first step:Node power equilibrium equation;If the generator power of power system interior joint i is PGi+jQGi, load work(
Rate is PLDi+jQLDi, during with polar coordinate representation node voltage, the power balance equation of node is
ΔPi=PGi-PLDi-Ui∑Uj(Gijcosδij+Bijsinδij)=0
ΔQi=QGi-QLDi-Ui∑Uj(Gijsinδij-Bijcosδij)=0 (1)
In formula:
ΔPi,ΔQi--- the active power and reactive power of injection node i;
PGi,QGi--- the generator active power and reactive power of injection node i;
PLDi,QLDi--- the load active power and reactive power of injection node i;
Ui,Uj--- the voltage of node i;
Gij+jBij--- the admittance between node i, j;
δij--- the phase difference of voltage between node i, j, δij=δi-δj。
Second step:Sensitivity equation, obtains sensitivity matrix;If with p, u, x represent respectively disturbance variable, control variables and
State variable.Power system node power equilibrium equation is represented by:
F (x, u, p)=0 (2)
P in formula --- disturbance variable;
U --- control variables;
X --- state variable.
If comprising wind energy turbine set area operation under state (x (0), u (0), p (0)), as a certain wind energy turbine set is active fluctuation is gone out
Δ p, conventional generator has been corresponding adjustment Δ u, and system accordingly there occurs that state deviates Δ x, then the power-balance side of system
Cheng Yingwei:
f(x(0)+Δx,u(0)+Δu,p(0)+ Δ p)=0 (3)
X (0) in formula, u (0), p (0) --- system running state, bus run voltage, wind energy turbine set is active to exert oneself;
Δ x --- system state change amount;
Δ u --- voltage variety;
Δ p --- the active variable quantity of exerting oneself of wind energy turbine set.
Assume that each variable is varied less under stable situation, so that the items of negligible its second order and the above, then formula 3-10
Abbreviation can be launched is:
In formula--- Jacobian matrix.
Such as will be based on state (x (0), u (0), p (0))Matrix is abbreviated as respectively Jx、Ju、
Jp, then have
JxΔx+JuΔu+JpΔ p=0 (5)
J in formulax、Ju、Jp--- Jacobian matrix.
Above formula is referred to as sensitivity equation, and by the formula deviation value of state variable can be solved:
In formula--- sensitivity matrix;
--- sensitivity matrix.
3rd step:The sensitivity of grid-connected point voltage and reactive source output reactive power
For the control variables or disturbance variable of any given variable quantity, the change of each state variable can be tried to achieve using above formula
Change amount.
Said method is applied to into power system, idle-voltage sensibility matrix is tried to achieve.Part of nodes is only focused on herein,
By the reactive-load compensation mount point in power system, load bus and generator node as injection node, by full rank Jacobi square
Battle array carries out depression of order, and specific acquiring method is as follows:
If J is the full rank Jacobian matrix of system polar form, Δ Y and Δ X is respectively system injection variable quantity and shape
State variable quantity, is divided into two parts, i.e., by Δ Y:Δ Y=[Δ YIΔYN]T, corresponding Δ X is then changed into Δ X=[Δ XIΔXN]T.Phase
Answer ground that J is divided into into 4 parts, i.e.,:
J in formulaII、JIN、JNI、JNN--- the full rank Jacobian matrix in part.
Relation between injection rate and amount of state variation is
Δ Y in formulaI--- controlled wind energy turbine set accesses the injection variable quantity of regional node;
ΔXI--- controlled wind energy turbine set accesses the amount of state variation of regional node;
ΔYN--- the injection variable quantity of remaining node;
ΔXN--- the amount of state variation of remaining node.
If Δ YN=0, that is, the amount of being actually implanted into only include Δ YI, then can be released by formula 3-15:
Due to JNNIt is nonsingular so as to can obtain:
To JSIInvert:
Then the relation between the node of controlled wind energy turbine set access point area is
Δ U in formulaw--- the voltage of wind energy turbine set Egress node;
Δθw--- the phase angle change vector of wind energy turbine set Egress node;
ΔUc--- the voltage of access point;
Δθc--- the phase angle change vector of access point;
ΔPW--- wind energy turbine set Egress node injects active change vector;
ΔQW--- wind energy turbine set Egress node injects idle change vector;
ΔPC--- access point injects active change vector;
ΔQC--- access point injects idle change vector.
The sensitivity relation of reactive power and voltage is only studied herein, then wind energy turbine set i can be obtained by formula (12) and formula (13)
Voltage with regard to wind energy turbine set j output reactive power change sensitivity relation be
S1=A2m+n+i,m+n+j (14)
S in formula1--- the sensitivity that the voltage of wind energy turbine set i changes with regard to the output reactive power of wind energy turbine set j.
The voltage of wind energy turbine set j with regard to wind energy turbine set j output reactive power change sensitivity relation be
S2=Am+j,m+n+j (15)
S in formula2--- the sensitivity that the voltage of wind energy turbine set j changes with regard to the output reactive power of wind energy turbine set j.
Following beneficial effect can at least be reached:First when certain Reactive Compensation in Wind Farm equipment is used up, can also utilize
Wind turbines carry out reactive-load compensation, used as the last line of defense of reactive power/voltage control;Secondly by the wind-powered electricity generation based on sensitivity
Field Reactive-power control priority system of selection, reactive voltage between a set of wind energy turbine set is proposed to large-scale wind power field group and coordinates control
Method, to reaching high efficiency and the rapidity that wind power plant reactive voltage is controlled on the spot.
Finally it should be noted that:The preferred embodiments of the present invention are the foregoing is only, the present invention is not limited to,
Although being described in detail to the present invention with reference to the foregoing embodiments, for a person skilled in the art, it still may be used
To modify to the technical scheme described in foregoing embodiments, or equivalent is carried out to which part technical characteristic.
All any modification, equivalent substitution and improvements within the spirit and principles in the present invention, made etc., should be included in the present invention's
Within protection domain.
Claims (4)
1. a kind of wind energy turbine set Reactive-power control priority system of selection based on sensitivity, it is characterised in that comprise the following steps:
Step 1:Calculate trend and list node power equilibrium equation;
Step 2:By to variable partitions in node power equation be disturbance variable, state variable, control variables, obtain sensitivity
Matrix Sxu, Sxp;
Step 3:The output of the voltage with regard to wind energy turbine set j of wind energy turbine set i is tried to achieve by sensitivity matrix and node power equilibrium equation
The sensitivity S of reactive power change1The sensitivity S changed with regard to the output reactive power of wind energy turbine set j with the voltage of wind energy turbine set j2;
It is final to obtain extensive by obtaining the sensitivity that wind farm grid-connected point voltage is adjacent between wind energy turbine set output reactive power
Wind power plant reactive voltage is adjusted on the spot, mutually the priority orders of the wind energy turbine set action of compensation.
2. the wind energy turbine set Reactive-power control priority system of selection based on sensitivity according to claim 1, it is characterised in that
In step 1, the calculation procedure of the node power equilibrium equation includes:
If the generator power of power system interior joint i is PGi+jQGi, load power is PLDi+jQLDi, with polar coordinate representation node
During voltage, the power balance equation of node is:
ΔPi=PGi-PLDi-UiΣUj(Gijcosδij+Bijsinδij)=0
ΔQi=QGi-QLDi-UiΣUj(Gijsinδij-Bijcosδij)=0 (1)
In formula (1), Δ Pi,ΔQiTo inject the active power and reactive power of node i;
PGi,QGiTo inject the generator active power and reactive power of node i;
PLDi,QLDiTo inject the load active power and reactive power of node i;
Ui,UjFor the voltage of node i;
Gij+jBijFor the admittance between node i, j;
δijFor the phase difference of voltage between node i, j, δij=δi-δj。
3. the wind energy turbine set Reactive-power control priority system of selection based on sensitivity according to claim 2, it is characterised in that
In step 2, the S of sensitivity matrix is obtainedxu, SxpCalculation procedure include:
If representing disturbance variable, control variables and state variable respectively with p, u, x, power system node power equilibrium equation can table
It is shown as:
F (x, u, p)=0 (2)
P --- disturbance variable in formula (2);
U --- control variables;
X --- state variable;
If comprising wind energy turbine set area operation under state (x (0), u (0), p (0)), as a certain wind energy turbine set is active fluctuation Δ p is gone out,
Conventional generator has been corresponding adjustment Δ u, and system accordingly there occurs that state deviates Δ x, then the power balance equation of system should
For:
f(x(0)+Δx,u(0)+Δu,p(0)+ Δ p)=0 (3)
X (0) in formula, u (0), p (0) --- system running state, bus run voltage, wind energy turbine set is active to exert oneself;
Δ x --- system state change amount;
Δ u --- voltage variety;
Δ p --- the active variable quantity of exerting oneself of wind energy turbine set;
Assume that each variable is varied less under stable situation, so that the items of negligible its second order and the above, then formula (3) can be opened up
Letter of becoming civilized is:
In formula (4)It is Jacobian matrix;
Will be based on state (x (0), u (0), p (0))Matrix,Matrix andMatrix is abbreviated as respectively Jx、JuWith
Jp, then have
JxΔx+JuΔu+JpΔ p=0 (5)
J in formulax、Ju、JpIt is Jacobian matrix;
Above formula (5) is referred to as sensitivity equation, and by the formula deviation value of state variable can be solved:
In formulaFor sensitivity matrix;
For sensitivity matrix.
4. the wind energy turbine set Reactive-power control priority system of selection based on sensitivity according to claim 3, it is characterised in that
In step 3, the Calculation of Sensitivity step bag that wind farm grid-connected point voltage is adjacent between wind energy turbine set output reactive power is obtained
Include:
If J is the full rank Jacobian matrix of system polar form, Δ Y and Δ X is respectively system injection variable quantity and state becomes
Change amount, is divided into two parts, i.e., by Δ Y:Δ Y=[Δ YIΔYN]T, corresponding Δ X is then changed into Δ X=[Δ XIΔXN]T, correspondingly
J is divided into into 4 parts, i.e.,:
J in formula (7)II、JIN、JNI、JNN--- the full rank Jacobian matrix in part,
Relation between injection rate and amount of state variation is
In formula (8),
ΔYI--- controlled wind energy turbine set accesses the injection variable quantity of regional node;
ΔXI--- controlled wind energy turbine set accesses the amount of state variation of regional node;
ΔYN--- the injection variable quantity of remaining node;
ΔXN--- the amount of state variation of remaining node,
If Δ YN=0, that is, the amount of being actually implanted into only include Δ YI, then can be released by formula (8):
Due to JNNIt is nonsingular so as to can obtain:
To JSIInvert:
Then the relation between the node of controlled wind energy turbine set access point area is
Δ U in formulaw--- the voltage of wind energy turbine set Egress node;
Δθw--- the phase angle change vector of wind energy turbine set Egress node;
ΔUc--- the voltage of access point;
Δθc--- the phase angle change vector of access point;
ΔPW--- wind energy turbine set Egress node injects active change vector;
ΔQW--- wind energy turbine set Egress node injects idle change vector;
ΔPC--- access point injects active change vector;
ΔQC--- access point injects idle change vector,
Reactive power and the sensitivity relation of voltage, then can obtain the voltage of wind energy turbine set i with regard to wind energy turbine set j by formula (12) and formula (13)
Output reactive power change sensitivity relation be
S1=A2m+n+i,m+n+j (14)
S in formula (14)1--- the sensitivity that the voltage of wind energy turbine set i changes with regard to the output reactive power of wind energy turbine set j.
The voltage of wind energy turbine set j with regard to wind energy turbine set j output reactive power change sensitivity relation be
S2=Am+j,m+n+j (15)
S in formula (15)2--- the sensitivity that the voltage of wind energy turbine set j changes with regard to the output reactive power of wind energy turbine set j.
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CN103259267A (en) * | 2013-05-17 | 2013-08-21 | 华北电力大学 | Mold splitting type voltage control method for wind power plant cluster |
CN104348165A (en) * | 2014-10-10 | 2015-02-11 | 国家电网公司 | Reactive voltage control sensitivity analysis method aiming at scaled wind power |
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