CN104198809A - Frequency measuring method for multi-frequency oscillation of electrical power system - Google Patents

Frequency measuring method for multi-frequency oscillation of electrical power system Download PDF

Info

Publication number
CN104198809A
CN104198809A CN201410309676.9A CN201410309676A CN104198809A CN 104198809 A CN104198809 A CN 104198809A CN 201410309676 A CN201410309676 A CN 201410309676A CN 104198809 A CN104198809 A CN 104198809A
Authority
CN
China
Prior art keywords
centerdot
matrix
frequency
group
sampled value
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN201410309676.9A
Other languages
Chinese (zh)
Other versions
CN104198809B (en
Inventor
文安
吴梓亮
赵曼勇
田霖
莫天文
黄维芳
于芮技
李银红
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.)
Huazhong University of Science and Technology
China Southern Power Grid Co Ltd
Original Assignee
Huazhong University of Science and Technology
China Southern 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 Huazhong University of Science and Technology, China Southern Power Grid Co Ltd filed Critical Huazhong University of Science and Technology
Priority to CN201410309676.9A priority Critical patent/CN104198809B/en
Publication of CN104198809A publication Critical patent/CN104198809A/en
Application granted granted Critical
Publication of CN104198809B publication Critical patent/CN104198809B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Abstract

The invention discloses a frequency measuring method for multi-frequency oscillation of an electrical power system. The frequency measuring method for the multi-frequency oscillation of the electrical power system includes steps that (1) sampling n groups of voltage signals in a power grid according to a time interval Ts to obtain n groups of sampled values, wherein each group comprises (2n+1) voltage signals; (2) combining 2n+1 elements in the i group of sampled values to obtain n+1 elements and forming an (n+1)*1 matrix; after traversing 1, 2, ..., n, obtaining n (n+1)*1 matrices X(k); (3) extracting the first element of each matrix in the n (n+1)*1 matrices X(k) to form a 1*n matrix; (4) removing the first element from the (n+1)*1 matrix X(k), using the surplus n elements to form an n*1 matrix, and forming an n*n matrix through n n*1 matrices; (5) multiplying the 1*n matrix X1 by the inverse of the n*n matrix X' to obtain a 1*n matrix; forming an n equation with one unknown FORMULA (shown in the description) according to the 1*n matrix and a frequency measuring factor sv; (6) obtaining n solutions s'v according to the n equation with one unknown FORMULA (shown in the description), and obtaining n measuring frequencies according to FORMULA (shown in the description). The frequency measuring method for the multi-frequency oscillation of the electrical power system is capable of obtaining all the frequencies in the electrical power system.

Description

A kind of frequency measurement method of electric system oscillation of multi frequency
Technical field
The invention belongs to the parameter identification technique field of AC transmission system, more specifically, relate to a kind of frequency measurement method of electric system oscillation of multi frequency.
Background technology
Along with the progressively development of the trans-regional large electrical network of China's extra-high voltage, the continuous expansion of interconnected network, power system oscillation accident happens occasionally.When the transmission line of electricity transmission power value of overstepping the extreme limit, the electrical network asynchronous combined floodgate that is short-circuited between fault, ring system (or side by side double loop) open loop suddenly, large capacity unit tripping or loss of excitation, power supply, fail to pull into synchronous etc., all may make electric system that vibration in various degree occurs.
When there is vibration in complicated electric power system, in system, may there are a plurality of oscillation frequency, this multi-frequency state has brought very big impact to the correct operation of relay protection.Accurately each frequency of identification be eliminate negative phase-sequence out-of-balance current, prevent directional element error starting, the accurate important foundation of measuring distance resistance value.
Frequency measurement method generally has algorithm, wavelet analysis method, zero-crossing method, signal based on Fourier transform to remove modulation method, function analytical method, approximation of function method (as least square method, Kalman filtering algorithm) and artificial neural network method etc. at present; These methods are to be all based upon on the basis of single frequency signal, and when system generation oscillation of multi frequency, said method all exists the even complete inapplicable problem of precision deficiency.
Summary of the invention
For the defect of prior art, the object of the present invention is to provide a kind of frequency measurement method of electric system oscillation of multi frequency, be intended to solve prior art and can only measure unifrequent problem.
The frequency measurement method that the invention provides a kind of electric system oscillation of multi frequency, comprises the steps:
(1) with time interval T svoltage signal in electrical network is carried out to the sampling of n group, and the individual sampled voltage of every group of collection (2n+1), obtains n group sampled value;
I group sampled value is i represents the sequence number of n group sampled value, i=1,2,3 ... n; u (i) jbe j sampled voltage in i group sampled value; J represents the sequence number of 2n+1 sampled voltage, j=1,2,3 ... 2n+1; Sample frequency f s=1/T s;
(2) 2n+1 element in i group sampled value combined and obtain n+1 element and form (n+1) * 1 matrix X (k)=[x (k) 1x (k) 2x (k) wx (k) n+1] t, i traversal 1,2 ... after n, obtain n (n+1) * 1 matrix X (k);
X (k) wbe w element of k matrix, w=1,2...n+1, k represents the sequence number of n matrix, k=1,2...n; The value of k is constantly equal to the value of i;
(3) by n (n+1) * 1 matrix X (k)in first element extraction of each matrix out formed 1 * n matrix X 1=[x (1) 1x (2) 1x (k) 1x (n) 1]; x (k) 1it is first element of k matrix;
(4) by (n+1) * 1 matrix X (k)in first element remove and formed n * 1 matrix by the n a being left element, n n * 1 matrix forms n * n matrix X ′ = x ( 1 ) 2 x ( 2 ) 2 · · · x ( n ) 2 x ( 1 ) 3 x ( 2 ) 3 · · · x ( n ) 3 · · · · · · · · · · · · x ( 1 ) n + 1 x ( 2 ) n + 1 · · · x ( n ) n + 1 ;
(5) by described 1 * n matrix X 1after taking advantage of with the anti-phase of described n * n matrix X ', obtain 1 * n matrix X=[x 1x 2x n]; According to described 1 * n matrix X=[x 1x 2x n] and frequency measurement factor S vstructure monobasic n equation of n th order n x 1 s v + x 2 s v 2 + . . . + x n - 1 s v n - 1 + x n s v n = 1 ;
(6) according to described monobasic n equation of n th order n x 1 s v + x 2 s v 2 + . . . + x n - 1 s v n - 1 + x n s v n = 1 Obtain n and separate s ' v, and according to f v=arccos (s ' v)/2 π T sobtain n survey frequency; V=1,2...n.
Wherein, (n+1) * 1 matrix X in step (2) (k)in each element be specially: x ( k ) 1 = u ( i ) n + 1 x ( k ) 2 = ( u ( i ) n + u ( i ) n + 2 ) / 2 x ( k ) 3 = ( u ( i ) n - 1 + 2 u ( i ) n + 1 + u ( i ) n + 3 ) / 4 · · · x ( k ) n + 1 = ( u ( i ) 1 + nu ( i ) 3 + . . . + nu ( i ) 2 n - 1 + u ( i ) 2 n + 1 ) / 2 n , u (i) nbe n sampled voltage in i group sampled value, the coefficient of sampled voltage meets pascal's triangle rule.
The present invention is by gathering voltage signal, and the voltage signal of collection is combined, and that by pull-in frequency, measures the factor to make complicated multi-frequency measurement problem reduction be equation with one unknown quantity solves, thereby accurately obtains all frequencies of system.
Accompanying drawing explanation
The realization flow figure of the frequency measurement method of the electric system oscillation of multi frequency that Fig. 1 provides for the embodiment of the present invention.
Embodiment
In order to make object of the present invention, technical scheme and advantage clearer, below in conjunction with drawings and Examples, the present invention is further elaborated.Should be appreciated that specific embodiment described herein, only in order to explain the present invention, is not intended to limit the present invention.
The present invention samples to the voltage signal in electrical network with Fixed Time Interval, and every group of sampling, to 2n+1 point of signal continuous sampling, forms a group, carries out the sampling of n group, obtains n group sampled value; Each group sampled value is combined by specific rule; Introduce the frequency measurement factor corresponding with each frequency component; Transition matrix and the triangle identical transformation of utilizing frequency measurement factor structure to form, realize peeling off of each frequency component; By matrix conversion computing, peel off single frequency component; Solve frequency.By pull-in frequency, measure the factor, and carry out a series of matrix operation and conversion, what to make complicated multi-frequency measurement problem reduction be equation with one unknown quantity solves, thereby accurately obtains all frequencies of system.
In embodiments of the present invention, when complicated electric power system is vibrated, have n unit in asynchronous operation state in p unit, according to superposition principle, the oscillating voltage of circuit is comprised of n frequency component, can be expressed as: (1); U wherein vfor the amplitude of each component of voltage, f vfor the frequency of each component of voltage, α vfor the initial phase angle of each component of voltage, the sample frequency of voltage signal is T s; P is more than or equal to 3 integer, and n is more than or equal to 2 integer.
The frequency measurement method of the electric system oscillation of multi frequency that as shown in Figure 1, the embodiment of the present invention provides comprises the following steps:
(1) with time interval T svoltage signal in electrical network is carried out to the sampling of n group, and every group gathers 2n+1 sampled voltage, obtains n group sampled value; I group sampled value is i represents the sequence number of n group sampled value, i=1,2,3 ... n; u (i) jbe j sampled voltage in i group sampled value; J represents the sequence number of 2n+1 sampled voltage, j=1,2,3 ... 2n+1;
(2) 2n+1 element in i group sampled value combined and obtain n+1 element and form (n+1) * 1 matrix X (k)=[x (k) 1x (k) 2x (k) wx (k) n+1] t, x (k) wbe w element of k matrix, w=1,2...n+1.I traversal 1,2 ... after n, obtain n (n+1) * 1 matrix X (k); K represents the sequence number of n matrix, k=1,2...n; The value of k is constantly equal to the value of i;
(3) by n (n+1) * 1 matrix X (k)in first element extraction of each matrix out formed 1 * n matrix X 1=[x (1) 1x (2) 1x (k) 1x (n) 1]; x (k) 1it is first element of k matrix;
(4) by (n+1) * 1 matrix X (k)in first element remove and formed n * 1 matrix by the n a being left element, n n * 1 matrix forms n * n matrix X ′ = x ( 1 ) 2 x ( 2 ) 2 · · · x ( n ) 2 x ( 1 ) 3 x ( 2 ) 3 · · · x ( n ) 3 · · · · · · · · · · · · x ( 1 ) n + 1 x ( 2 ) n + 1 · · · x ( n ) n + 1 ;
(5) by described 1 * n matrix X 1after taking advantage of with the anti-phase of described n * n matrix X ', obtain 1 * n matrix X=[x 1x 2x n]; According to described 1 * n matrix X=[x 1x 2x n] and frequency measurement factor S vstructure monobasic n equation of n th order n x 1 s v + x 2 s v 2 + . . . + x n - 1 s v n - 1 + x n s v n = 1 ;
(6) according to described monobasic n equation of n th order n x 1 s v + x 2 s v 2 + . . . + x n - 1 s v n - 1 + x n s v n = 1 Obtain n and separate s ' v, and according to f v=arccos (s ' v)/2 π T sobtain n survey frequency; V=1,2...n.Wherein, when n is less than or equal to 4, above-mentioned monobasic n equation of n th order n has analytic solution; When n is greater than 4, can solve by methods such as Newton iteration methods.As for how to go, solve a monobasic n equation of n th order n, this is technological means well known in the art, is not described in detail in this its concrete solution procedure.
The frequency measurement method of electric system oscillation of multi frequency of the present invention has the following advantages:
(1) the measured frequency of the method contribute to eliminate negative phase-sequence out-of-balance current, prevent directional element error starting, accurate measuring distance resistance value, further improve the performance of relay protection, contribute to promote the safety and reliability of electric system;
(2) state and the characteristic of electric system when the measured frequency of the method contributes to analyze vibration;
(3) the method does not adopt any approximate data in mathematical derivation process, has higher degree of accuracy;
(4) solved existing frequency measurement method system exist two cannot accurate frequency measurement during with upper frequency problem;
(5) this method frequency measurement scope is large, and has the higher advantage of the strong precision of system oscillation Shaoxing opera.
In the embodiment of the present invention, the object of frequency measurement is to obtain f in formula (1) vvalue, and the difficult point of multi-frequency measurement is: one, each component of voltage contains U v, f v, α vthree unknown quantitys, these three unknown quantitys are coupled with nonlinear relationship, cannot be by simple matrix operation by f vfrom U vand α vin peel off out; Its two, suppose by certain conversion by f vfrom u vand α vin peel off out, but each sampled value of voltage signal all comprises the information of all frequency components, each sampled value all forms one by each unknown frequency f v, how the n unit nonlinear equation that (v=1,2...n) forms, obtain specific f v, make specific fv from other n-1 unknown frequency, peel off out in n unit nonlinear equation, be also a very complicated problem.Visible, from voltage signal, peel off each frequency component, and then peel off single frequency component, be the key of multi-frequency measurement algorithm.
First be to peel off each frequency component.
V the component of voltage u for voltage signal in formula (1) v=U vsin (2 π f vt+ α v), while supposing sampling m point, the phase angle of this component of voltage is β, the m point sampling value of this component of voltage is u v[m]=U vsin β.Introduce corresponding with v component of voltage factor s that solves v=cos (2 π f vt s)=cos (ω vt s), each sampled value of this component of voltage is corresponding with it solves factor s vmeet following relation.
u v [ m ] s v = U sin β · cos ( ω v T s ) = U ( sin ( β - ω v T s ) + sin ( β + ω v T s ) ) / 2 = ( u v [ m - 1 ] + u v [ m + 1 ] ) / 2 u v [ m ] s v 2 = ( u v [ m - 1 ] + u v [ m + 1 ] ) s v / 2 = ( u v [ m - 2 ] + 2 u v [ m ] + u v [ m + 2 ] ) / 4 · · · u v [ m ] s v l = ( u v [ m - l ] + lu v [ m - l + 2 ] + . . . + lu v [ m + l - 2 ] + u v [ m + l ] ) / 2 l - - - ( 6 ) ; Wherein, the coefficient before the interior sampled value of bracket meets the rule of pascal's triangle.
Each component of voltage all meets above-mentioned formula (6) relation, by superposition principle, can be obtained
Σ v = 1 n u v [ m ] = u [ m ] Σ v = 1 n u v [ m ] s v = ( u [ m - 1 ] + u [ m + 1 ] ) / 2 Σ v = 1 n u v [ m ] s v 2 = ( u [ m - 2 ] + 2 u [ m ] + u [ m + 2 ] ) / 4 · · · Σ v = 1 n u v [ m ] s v l = ( u [ m - l ] + lu [ m - l + 2 ] ) + . . . + lu [ m + l - 2 ] + u [ m + l ] / 2 l - - - ( 7 ) ; Equation the right is the sampled value of voltage signal, is known quantity, u[m] be m sampled value of voltage signal.Therefore in formula (7), only contain unknown quantity u v[m], (v=1,2...n) and unknown quantity s v, (v=1,2...n).
Solve factor s vonly contain corresponding f vinformation, if can be by n unknown quantity u of formula (7) v[m], (v=1,2...n) filtering, obtains one only about unknown quantity s v, the equation of (v=1,2...n), just can realize f vfrom U vand α vin the object peeling off out.
Want a cancellation n unknown quantity, at least need n+1 the equation n ary operation that disappears, so the l value in formula (7) is n.Cancellation u v[m], (v=1,2...n), thus make each frequency component peel off out from voltage signal.
It should be noted that when l value is n, in observation type (7), the right of equal sign can be found, solving equation group needs one group of sample sequence being comprised of 2n+1 continuous sampled value, establishes i group sample sequence and is expressed as vector U → i = u [ m - n ] u [ m - n + 1 ] · · · u [ m + n ] (8); Visible, u[m] for this, organize the intermediate point of sample sequence.
The concrete grammar that each frequency component is peeled off in realization can represent with following matrix operation, SU=X (i)(9); Wherein S forms (n+1) * n transition matrix by solving the factor S = 1 1 · · · 1 s 1 s 2 · · · s n s 1 2 s 2 2 · · · s n 2 · · · · · · · · · · · · s 1 n s 2 n · · · s n n ; N * 1 matrix U=[u that when U is sampling m point, the sampled value of each component of voltage forms 1[m] u 2[m] u 3[m] ... u n[m]] t.
X (k)be (the n+1) * 1 matrix X after the combination of i group sample sequence (k)=[x (k) 1x (k) 2x (k) wx (k) n+1] t, x (k) wbe w element of k matrix, w=1,2...n+1.X (k)in element by sampled value, combined, corresponding with the expression formula on equation the right in formula (7) x ( k ) 1 = u [ m ] x ( k ) 2 = ( u [ m - 1 ] + u [ m + 1 ] ) / 2 x ( k ) 3 = ( u [ m - 2 ] + 2 u [ m ] + u [ m + 2 ] ) / 4 · · · x ( k ) n + 1 = ( u [ m - n ] + nu [ m - n + 2 ] + . . . + nu [ m + n - 2 ] + u [ m + n ] ) / 2 n ;
(n+1) * 1 matrix X in above formula and step (2) (k)in the expression formula of each element be the same in essence, the difference slightly for no other reason than that expression way of sampled value is different.Above analysis interpretation step (2) need sampled value specifically to combine why.
Make first behavior 1 * n matrix S in transition matrix S 1, formula (9) can be converted into S 1 U = x ( k ) 1 S 2 U = X ( k ) ′ (10); Wherein S 2 = s 1 s 2 · · · s n s 1 2 s 2 2 · · · s n 2 · · · · · · · · · · · · s 1 n s 2 n · · · s n n ; X ' (k)=[x (k) 2x (k) 3x (k) n+1] t; Solution formula (10) can obtain x ( k ) 1 = S 1 S 2 - 1 X ( k ) ′ - - - ( 11 ) .
By above-mentioned computing and be converted to formula (11), one only about unknown quantity s v, the n unit equation of (v=1,2...n), and s vonly contain corresponding f vinformation, each frequency component is peeled off out from the amplitude of voltage signal and phase angle, next will carry out peeling off of single frequency component.
Peeling off single frequency component actual is to solve specific s vprocess.Formula (11) is a n unit equation, solves specific s vat least need n equation.Because every group of sampled value all can obtain form as the equation of cotype (11), only x (k) 1and X ' (k)because the group of sampled value is different, sampling n group sequence can obtain n n unit equation.Available matrix operation is expressed as follows,
Wherein, X 1for n (n+1) * 1 matrix X (k)in first element extraction of each matrix out formed 1 * n matrix X 1=[x (1) 1x (2) 1x (k) 1x (n) 1]; x (k) 1it is first element of k matrix;
(n+1) * 1 matrix X (k)in first element remove and formed n * 1 matrix by the n a being left element, n n * 1 matrix forms n * n matrix X ′ = x ( 1 ) 2 x ( 2 ) 2 · · · x ( n ) 2 x ( 1 ) 3 x ( 2 ) 3 · · · x ( n ) 3 · · · · · · · · · · · · x ( 1 ) n + 1 x ( 2 ) n + 1 · · · x ( n ) n + 1 ;
Above analysis interpretation in step (3) and step (4), need to obtain 1 * n matrix X why 1and n * n matrix X '.
Solve in formula (12) and need to ask S 2contrary, due to S 2in all elements by unknown quantity s k, (k=1,2...n) forms, and the calculated amount of inverting is very huge.Enable to ask for expression formula, acquisition be one group of n unit nonlinear equation, solving of this system of equations is also very complicated.
Observing transition matrix S can find, the every row in S all only have a unknown quantity, and the expression formula of every column element is all identical.If arbitrary row of S can be peeled off out, can realize peeling off of single frequency.Therefore take following conversion herein.
X ' is taken advantage of on formula (12) right side, both sides + 1, and then S is taken advantage of on the right side 2, obtain X 1x ' -1s 2=S 1(13); Solve X 1x ' -1obtain 1 * n matrix X, establish X=[x 1x 2x n], X and S 2in any row all meet following formula, (14); So far, single frequency component is peeled off out.In fact, according to s in formula (14) vinterchangeability, n solution of formula (14) is s v, the value of (v=1,2...n).
More than explained why step (5) is constructed monobasic n equation of n th order n and why can solve frequency according to the solution of equation in step (6).
The electric system of take is respectively example when three hunting of frequencys, and institute of the present invention extracting method is carried out to emulation testing.
The amplitude of each component of voltage of oscillating voltage is chosen at random, and initial phase angle is also chosen at random.Adopt asynchronous-sampling, sampling period T s=1/400S.When electric system is in three hunting of frequencys, frequency fluctuates between 40Hz~60Hz; Simulation result is as shown in table 1.
The simulation result of table 1 three hunting of frequencys
As seen from Table 1, system is when three hunting of frequencys, and institute of the present invention extracting method can accurately be measured all frequencies, and measuring error is less than 1 * 10 -5hz.
Those skilled in the art will readily understand; the foregoing is only preferred embodiment of the present invention; not in order to limit the present invention, all any modifications of doing within the spirit and principles in the present invention, be equal to and replace and improvement etc., within all should being included in protection scope of the present invention.

Claims (2)

1. a frequency measurement method for electric system oscillation of multi frequency, is characterized in that, comprises the steps:
(1) with time interval T svoltage signal in electrical network is carried out to the sampling of n group, and the individual sampled voltage of every group of collection (2n+1), obtains n group sampled value;
I group sampled value is i represents the sequence number of n group sampled value, i=1,2,3 ... n; u (i) jbe j sampled voltage in i group sampled value; J represents the sequence number of 2n+1 sampled voltage, j=1,2,3 ... 2n+1; Sample frequency f s=1/T s;
(2) 2n+1 element in i group sampled value combined and obtain n+1 element and form (n+1) * 1 matrix X (k)=[x (k) 1x (k) 2x (k) wx (k) n+1] t, i traversal 1,2 ... after n, obtain n (n+1) * 1 matrix X (k);
X (k) wbe w element of k matrix, w=1,2...n+1, k represents the sequence number of n matrix, k=1,2...n; The value of k is constantly equal to the value of i;
(3) by n (n+1) * 1 matrix X (k)in first element extraction of each matrix out formed 1 * n matrix X 1=[x (1) 1x (2) 1x (k) 1x (n) 1]; x (k) 1it is first element of k matrix;
(4) by (n+1) * 1 matrix X (k)in first element remove and formed n * 1 matrix by the n a being left element, n n * 1 matrix forms n * n matrix X ′ = x ( 1 ) 2 x ( 2 ) 2 · · · x ( n ) 2 x ( 1 ) 3 x ( 2 ) 3 · · · x ( n ) 3 · · · · · · · · · · · · x ( 1 ) n + 1 x ( 2 ) n + 1 · · · x ( n ) n + 1 ;
(5) by described 1 * n matrix X 1after taking advantage of with the anti-phase of described n * n matrix X ', obtain 1 * n matrix X=[x 1x 2x n]; According to described 1 * n matrix X=[x 1x 2x n] and frequency measurement factor S vstructure monobasic n equation of n th order n x 1 s v + x 2 s v 2 + . . . + x n - 1 s v n - 1 + x n s v n = 1 ;
(6) according to described monobasic n equation of n th order n x 1 s v + x 2 s v 2 + . . . + x n - 1 s v n - 1 + x n s v n = 1 Obtain n and separate s ' v, and according to f v=arccos (s ' v)/2 π T sobtain n survey frequency; V=1,2...n.
2. frequency measurement method as claimed in claim 1, is characterized in that, (n+1) * 1 matrix X in step (2) (k)in each element be specially: x ( k ) 1 = u ( i ) n + 1 x ( k ) 2 = ( u ( i ) n + u ( i ) n + 2 ) / 2 x ( k ) 3 = ( u ( i ) n - 1 + 2 u ( i ) n + 1 + u ( i ) n + 3 ) / 4 · · · x ( k ) n + 1 = ( u ( i ) 1 + nu ( i ) 3 + . . . + nu ( i ) 2 n - 1 + u ( i ) 2 n + 1 ) / 2 n , U (i) nbe n sampled voltage in i group sampled value, the coefficient of sampled voltage meets pascal's triangle rule.
CN201410309676.9A 2014-06-30 2014-06-30 Frequency measuring method for multi-frequency oscillation of electrical power system Expired - Fee Related CN104198809B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201410309676.9A CN104198809B (en) 2014-06-30 2014-06-30 Frequency measuring method for multi-frequency oscillation of electrical power system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201410309676.9A CN104198809B (en) 2014-06-30 2014-06-30 Frequency measuring method for multi-frequency oscillation of electrical power system

Publications (2)

Publication Number Publication Date
CN104198809A true CN104198809A (en) 2014-12-10
CN104198809B CN104198809B (en) 2015-05-20

Family

ID=52084123

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201410309676.9A Expired - Fee Related CN104198809B (en) 2014-06-30 2014-06-30 Frequency measuring method for multi-frequency oscillation of electrical power system

Country Status (1)

Country Link
CN (1) CN104198809B (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104914305A (en) * 2015-06-01 2015-09-16 三峡大学 High precision frequency estimation method based on least spuares
CN110988465A (en) * 2019-12-05 2020-04-10 深圳市兆驰数码科技股份有限公司 Frequency detection method and device for specific frequency sine wave signal and computer equipment

Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101447676A (en) * 2008-12-01 2009-06-03 中国电力科学研究院 Low-frequency oscillation analysis method for power system
CN102170126A (en) * 2011-04-06 2011-08-31 华中电网有限公司 Online analysis and early warning method for low-frequency oscillation of electric power system
CN102305891A (en) * 2011-07-04 2012-01-04 武汉大学 On-line monitoring method of low-frequency oscillation of power system
US20120274311A1 (en) * 2011-04-29 2012-11-01 Analog Devices, Inc. System and method for detecting a fundamental frequency of an electric power system
CN102937668A (en) * 2012-11-08 2013-02-20 电子科技大学 Electric system low-frequency oscillation detection method
CN103337866A (en) * 2013-07-19 2013-10-02 中国南方电网有限责任公司 Method for identifying low frequency oscillation parameter of power system from random response data
CN103336909A (en) * 2013-07-23 2013-10-02 国家电网公司 Low frequency oscillation identification method for accessing of wind power to power grid

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101447676A (en) * 2008-12-01 2009-06-03 中国电力科学研究院 Low-frequency oscillation analysis method for power system
CN102170126A (en) * 2011-04-06 2011-08-31 华中电网有限公司 Online analysis and early warning method for low-frequency oscillation of electric power system
US20120274311A1 (en) * 2011-04-29 2012-11-01 Analog Devices, Inc. System and method for detecting a fundamental frequency of an electric power system
CN102305891A (en) * 2011-07-04 2012-01-04 武汉大学 On-line monitoring method of low-frequency oscillation of power system
CN102937668A (en) * 2012-11-08 2013-02-20 电子科技大学 Electric system low-frequency oscillation detection method
CN103337866A (en) * 2013-07-19 2013-10-02 中国南方电网有限责任公司 Method for identifying low frequency oscillation parameter of power system from random response data
CN103336909A (en) * 2013-07-23 2013-10-02 国家电网公司 Low frequency oscillation identification method for accessing of wind power to power grid

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN104914305A (en) * 2015-06-01 2015-09-16 三峡大学 High precision frequency estimation method based on least spuares
CN104914305B (en) * 2015-06-01 2017-09-22 三峡大学 A kind of high-precision frequency estimating methods based on least square method
CN110988465A (en) * 2019-12-05 2020-04-10 深圳市兆驰数码科技股份有限公司 Frequency detection method and device for specific frequency sine wave signal and computer equipment

Also Published As

Publication number Publication date
CN104198809B (en) 2015-05-20

Similar Documents

Publication Publication Date Title
EP2720049A1 (en) Device and method for alternating current physical quantity measurement and data collection
CN103454497A (en) Phase difference measuring method based on improved windowing discrete Fourier transform
CN101403774B (en) Harmonic wave analysis method based on non-synchronous sampling
Xie et al. Improved synchrophasor measurement to capture sub/super‐synchronous dynamics in power systems with renewable generation
CN102967779B (en) Identifying method of distribution parameters of transmission line
Dash et al. Dynamic phasor and frequency estimation of time-varying power system signals
CN106199183A (en) A kind of PMU realizing sub-synchronous oscillation on-line identification alarm and method
CN105116295A (en) Direct distribution overhead line fault range finding method based on traveling wave abrupt change distance calibration
CN103904693B (en) Based on the synchronized method that frequency self adaptation Virtual shipyard is estimated
CN104111405A (en) Damping torque analytical method-based low-frequency oscillating source positioning method of power system
CN104833851B (en) Harmonious Waves in Power Systems method of estimation based on distributed related Kalman filtering
CN103941088A (en) Method for quickly measuring frequency of electric power system based on three-phase signals
CN104062547A (en) Fault distance measurement method of T-type power transmission network and application of fault location method
CN102545177A (en) Bergeron-model-based simulation-after-test method for fault phase selection of alternating current transmission line
CN102621388A (en) Electric transmission line lumped parameter on-line determination method based on synchronous time domain signals
CN104199307B (en) Hardware-in-loop simulation method and system
CN106018960B (en) A kind of synchronous phasor measuring method based on compression sensing
CN104316768A (en) Negative sequence impedance parameter estimation method for locating three-phase unbalanced disturbance source
Vanfretti et al. A phasor measurement unit based fast real-time oscillation detection application for monitoring wind-farm-to-grid sub–synchronous dynamics
Samal et al. New signal subspace approach to estimate the inter‐area oscillatory modes in power system using TLS‐ESPRIT algorithm
CN104198809B (en) Frequency measuring method for multi-frequency oscillation of electrical power system
Vanfretti et al. A PMU-based fast real-time sub-synchronous oscillation detection application
CN104007408A (en) Method and device for on-line detection of dynamic performance of PMU
CN103414184A (en) Method for computing sequence components under frequency changing situation
CN104991119A (en) Co-prime spectrum analysis method and apparatus for eliminating pseudo peak and spectrum leakage effects

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
C14 Grant of patent or utility model
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20150520

Termination date: 20200630

CF01 Termination of patent right due to non-payment of annual fee