CN1955745A - Phase measuring method in on-line monitoring of high-voltage electric equipment - Google Patents

Phase measuring method in on-line monitoring of high-voltage electric equipment Download PDF

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CN1955745A
CN1955745A CN 200510114385 CN200510114385A CN1955745A CN 1955745 A CN1955745 A CN 1955745A CN 200510114385 CN200510114385 CN 200510114385 CN 200510114385 A CN200510114385 A CN 200510114385A CN 1955745 A CN1955745 A CN 1955745A
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sampling
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刘有为
李忠晶
鞠登峰
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BEIJING FUAN ELECTRIC CORP
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BEIJING FUAN ELECTRIC CORP
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Abstract

A method for measuring phase in on-line detection of high voltage device includes sampling any two routes of signals containing harmonic wave to obtain finite length sampling series, calculating its average value to obtain DC components in signals, deducting DC component to obtain finite length series only containing AC signal, carrying out multiplication operation on corresponding points of two-route finite length series, carrying out integration operation on multiplication operation result and dividing obtained result by magnitude of signal base wave component to obtain reverse tangent then obtaining angle difference.

Description

The method of the phase measurement in a kind of on-line monitoring of high-voltage electric equipment
Technical field
The present invention relates to the method for the phase measurement of voltage or electric current, particularly relate to the method for the phase measurement of voltage in a kind of on-line monitoring of high-voltage electric equipment or electric current.
Background technology
In the insulating of electric measurement of high pressure on-line monitoring field of power industry, need the real-time dielectric loss to capacitance type equipment, electric capacity to carry out on-line measurement.The phase place (also can be referred to as angular difference) that dielectric loss measurement needs comparison system voltage and end to shield electric current, precision prescribed reaches more than 1 '.At present, the on-line monitoring field mainly adopts the zero passage relative method to calculate, and promptly utilizes two AC signal zero crossing point mistimings to calculate phase differential, this method is only utilized zero crossing and near information thereof, being limited in scope of data acquisition, and be interfered easily, effect is unsatisfactory in the practicality.In addition, also have a kind of method (FFT is the abbreviation of fast fourier transform) that adopts hardware phase-locked-loop+FFT, FFT has used the whole of image data, calculates effect and obviously is better than the zero crossing relative method.Yet because phaselocked loop is feedback-type control, FFT is applied to finite interval in addition, and the error of calculation and stability are still not ideal enough.
Summary of the invention
The method that the purpose of this invention is to provide the phase measurement in the on-line monitoring of high-voltage electric equipment that a kind of calculated amount is little and computational accuracy is high.
The method of the measurement of phase place in a kind of on-line monitoring of high-voltage electric equipment that can achieve the above object includes following steps:
(1) comprises signal x (t), the y (t) of harmonic wave for any two-way, sample, obtained limit for length's sampled value sequence row;
x(k)={x(1),x(2),…,x(n)};
y(k)={y(1),y(2),…,y(n)};
1<k<n wherein, n=fkT;
N is a sampling number, and f is a sample frequency, and T is the cycle of power frequency component, and k is sampling complete cycle issue;
(2) calculate arithmetic mean, obtain DC component a, b in the signal; Formula is as follows:
a = Σ i = 1 n x i n
b = Σ i = 1 n y i n
N=fkT wherein;
(3) cut after the DC component, only comprised the finite length sequence of AC signal; Formula is as follows:
x′(k)=x(k)-a={x(0)-a,x(1)-a,…,x(n)-a}={x′(0),x′(1),…,x′(n)};
y′(k)=y(k)-b={y(0)-b,y(1)-b,…,y(n)-b}={y′(0),y′(1),…,y′(n)};
1<k<n wherein, n=fkT;
(4) two-way finite length sequence corresponding point are carried out multiplying; Formula is as follows:
z(k)=x′(k)×y′(k)={x′(1)×y′(1),x′(2)×y′(2),…,x′(n)×y′(n}={z(1),z(2),…,z(n)}
(5) operation result with the 4th step carries out integral operation, can obtain the value that is directly proportional with the differential seat angle δ sine value of two paths of signals, falls the result again divided by signal fundametal compoment amplitude, and the negate sine, obtains differential seat angle δ; Formula is as follows:
δ = sin - 1 ( 1 X · Y ∫ 0 kT z ( k ) dk ) = sin - 1 ( 1 X · Y Σ i = 1 fkT - 1 z ( i ) + z ( i + 1 ) 2 × 1 f ) ·
In practical operation, the signal of sampling in the described step 1 is the end screen current signal of system voltage signal or equipment.And the signal of sampling carries out the A/D conversion according to higher frequency and gathers according to power frequency complete cycle (as 40 cycles), has obtained limit for length's sampled value sequence row.
The advantage of method provided by the present invention is: 1, utilize all sampled values to calculate, can carry out tens power frequency period high sampling rate data computing, do not need hardware phase-locked-loop, utilize the multicycle data average, reduce frequency change and bring to such an extent that influence.2, overcome FFT and will reach the drawback that the same needed sampling rate of precision, data volume, operand sharply increases, can overcome the influence of rugged change of waveform and the drift of a few amplifying circuit direct current of influence of harmonic, data stability height, resolution height, can satisfy the requirement of insulating of electric measurement of high pressure on-line monitoring measurement range precision in 3 ' ~ 20 ' scope, and operand is starkly lower than the FFT that carries out the same quantity of data computing.After the phase place of the voltage that 3, calculates and equipment end screen electric current, can directly calculate the dielectric loss of equipment, very easy and be widely used.
Embodiment
The invention provides the method for phase measurement in a kind of on-line monitoring of high-voltage electric equipment, this method mainly includes following steps:
(1) comprises signal x (t), the y (t) of harmonic wave for any two-way, sample, obtained limit for length's sampled value sequence row;
x(k)={x(1),x(2),…,x(n)};
y(k)={y(1),y(2),…,y(n)};
1<k<n wherein, n=fkT;
N is a sampling number, and f is a sample frequency, and T is the cycle of power frequency component, and k is sampling complete cycle issue;
(2) calculate arithmetic mean, obtain DC component a, b in the signal; Formula is as follows:
a = Σ i = 1 n x i n
b = Σ i = 1 n y i n
N=fkT wherein;
(3) cut after the DC component, only comprised the finite length sequence of AC signal (power frequency 50Hz component and harmonic component); Formula is as follows:
x′(k)=x(k)-a={x(0)-a,x(1)-a,…,x(n)-a}={x′(0),x′(1),…,x′(n)};
y′(k)=y(k)-b={y(0)-b,y(1)-b,…,y(n)-b}={y′(0),y′(1),…,y′(n)};
1<k<n wherein, n=fkT;
(4) two-way finite length sequence corresponding point are carried out multiplying; Formula is as follows:
z(k)=x′(k)×y′(k)={x′(1)×y′(1),x′(2)×y′(2),…,x′(n)×y′(n}={z(1),z(2),…,z(n)}
(5) operation result with the 4th step carries out integral operation, can obtain the value that is directly proportional with the differential seat angle δ sine value of two paths of signals, falls the result again divided by signal fundametal compoment amplitude, and the negate sine, obtains differential seat angle δ; Formula is as follows:
δ = sin - 1 ( 1 X · Y ∫ 0 kT z ( k ) dk ) = sin - 1 ( 1 X · Y Σ i = 1 fkT z ( i ) + z ( i + 1 ) 2 × 1 f ) ·
Sampling in the above-mentioned step 1 can the acquisition system voltage signal, also can gather the end screen current signal of a certain equipment.The higher frequency of signal of sampling is carried out the A/D conversion and is gathered according to power frequency complete cycle (as 40 cycles), has obtained limit for length's sampled value sequence row.
As the phase place δ that has both measured system voltage U, the phase place δ of electric current is shielded at the end of having measured certain equipment again IAfter, just can calculate the dielectric loss value of this equipment easily.
Embodiment 1
Lifting a specific embodiment below is described in detail as follows:
Dielectric loss measurement in the capacitance type equipment monitoring means, is gathered 4 road signals with 16k Sps sampling rate in using simultaneously, and acquisition length is 40 power frequency periods, and every passage image data length is 12.8k.Wherein one the tunnel is reference signal, and other 3 the tunnel is the end screen electric current of device A, B, C three-phase; Utilize method of the present invention, calculate the phase place δ of the end screen electric current of device A, B, C three-phase IA, δ IB, δ IC
Now enumerate the computation process that the A phase current is equivalent to the sampled data in two cycles
The sampled value A of A phase current is
Columns?1 through?7 0.0002 0.0394 0.0786 0.1177 0.1566 0.1953 0.2336
Columns?8 through?14 0.2716 0.3092 0.3463 0.3828 0.4188 0.4541 0.4888
Columns?15 through?21 0.5226 0.5557 0.5879 0.6192 0.6496 0.6789 0.7072
Columns?22 through?28 0.7344 0.7605 0.7854 0.8091 0.8316 0.8527 0.8726
Columns?29 through?35 0.8911 0.9082 0.9239 0.9383 0.9511 0.9625 0.9724
Columns?36 through?42 0.9808 0.9877 0.9931 0.9969 0.9992 1.0000 0.9992
Columns?43 through?49 0.9969 0.9930 0.9877 0.9808 0.9723 0.9624 0.9510
Columns?50 through?56 0.9381 0.9238 0.9081 0.8909 0.8724 0.8525 0.8314
Columns?57 through?63 0.8089 0.7852 0.7603 0.7342 0.7070 0.6787 0.6493
Columns?64 through?70 0.6190 0.5876 0.5554 0.5223 0.4885 0.4538 0.4185
Columns?71 through?77 0.3825 0.3460 0.3089 0.2713 0.2333 0.1949 0.1563
Columns?78 through?84 0.1174 0.0783 0.0391 -0.0002 -0.0394 -0.0786 -0.1177
Columns?85 through?91 -0.1566 -0.1953 -0.2336 -0.2716 -0.3092 -0.3463 -0.3828
Columns?92 through?98 -0.4188 -0.4541 -0.4888 -0.5226 -0.5557 -0.5879 -0.6192
Columns?99 through?105 -0.6496 -0.6789 -0.7072 -0.7344 -0.7605 -0.7854 -0.8091
Columns?106?through?112 -0.8316 -0.8527 -0.8726 -0.8911 -0.9082 -0.9239 -0.9383
Columns?113?through?119 -0.9511 -0.9625 -0.9724 -0.9808 -0.9877 -0.9931 -0.9969
Columns?120?through?126 -0.9992 -1.0000 -0.9992 -0.9969 -0.9930 -0.9877 -0.9808
Columns?127?through?133 -0.9723 -0.9624 -0.9510 -0.9381 -0.9238 -0.9081 -0.8909
Columns?134?through?140 -0.8724 -0.8525 -0.8314 -0.8089 -0.7852 -0.7603 -0.7342
Columns?141?through?147 -0.7070 -0.6787 -0.6493 -0.6190 -0.5876 -0.5554 -0.5223
Columns?148?through?154 -0.4885 -0.4538 -0.4185 -0.3825 -0.3460 -0.3089 -0.2713
Columns?155?through?161 -0.2333 -0.1949 -0.1563 -0.1174 -0.0783 -0.0391 0.0002
Columns?162?through?168 0.0394 0.0786 0.1177 0.1566 0.1953 0.2336 0.2716
Columns?169?through?175 0.3092 0.3463 0.3828 0.4188 0.4541 0.4888 0.5226
Columns?176?through?182 0.5557 0.5879 0.6192 0.6496 0.6789 0.7072 0.7344
Columns?183?through?189 0.7605 0.7854 0.8091 0.8316 0.8527 0.8726 0.8911
Columns?190?through?196 0.9082 0.9239 0.9383 0.9511 0.9625 0.9724 0.9808
Columns?197?through?203 0.9877 0.9931 0.9969 0.9992 1.0000 0.9992 0.9969
Columns?204?through?210 0.9930 0.9877 0.9808 0.9723 0.9624 0.9510 0.9381
Columns?211?through?217 0.9238 0.9081 0.8909 0.8724 0.8525 0.8314 0.8089
Columns?218?through?224 0.7852 0.7603 0.7342 0.7070 0.6787 0.6493 0.6190
Columns?225?through?231 0.5876 0.5554 0.5223 0.4885 0.4538 0.4185 0.3825
Columns?232?through?238 0.3460 0.3089 0.2713 0.2333 0.1949 0.1563 0.1174
Columns?239?through?245 0.0783 0.0391 -0.0002 -0.0394 -0.0786 -0.1177 -0.1566
Columns?246?through?252 -0.1953 -0.2336 -0.2716 -0.3092 -0.3463 -0.3828 -0.4188
Columns?253?through?259 -0.4541 -0.4888 -0.5226 -0.5557 -0.5879 -0.6192 -0.6496
Columns?260?through?266 -0.6789 -0.7072 -0.7344 -0.7605 -0.7854 -0.8091 -0.8316
Columns?267?through?273 -0.8527 -0.8726 -0.8911 -0.9082 -0.9239 -0.9383 -0.9511
Co1umns?274?through?280 -0.9625 -0.9724 -0.9808 -0.9877 -0.9931 -0.9969 -0.9992
Columns?281?through?287 -1.0000 -0.9992 -0.9969 -0.9930 -0.9877 -0.9808 -0.9723
Columns?288?through?294 -0.9624 -0.9510 -0.9381 -0.9238 -0.9081 -0.8909 -0.8724
Columns?295?through?301 -0.8525 -0.8314 -0.8089 -0.7852 -0.7603 -0.7342 -0.7070
Columns?302?through?308 -0.6787 -0.6493 -0.6190 -0.5876 -0.5554 -0.5223 -0.4885
Columns?309?through?315 -0.4538 -0.4185 -0.3825 -0.3460 -0.3089 -0.2713 -0.2333
Columns?316?through?321 -0.1949 -0.1563 -0.1174 -0.0783 -0.0391 0.0002
The sampled value B of reference current is
Columns?1 through 7 1.0000 0.9992 0.9969 0.9931 0.9877 0.9808 0.9724
Columns?8 through 14 0.9625 0.9511 0.9382 0.9239 0.9081 0.8910 0.8725
Columns?15?through 21 0.8526 0.8315 0.8090 0.7853 0.7604 0.7343 0.7071
Columns?22?through 28 0.6788 0.6494 0.6191 0.5878 0.5556 0.5225 0.4886
Columns?29?through 35 0.4540 0.4187 0.3827 0.3461 0.3090 0.2714 0.2334
Columns?36?through 42 0.1951 0.1564 0.1175 0.0785 0.0393 0.0000 -0.0393
Columns?43?through 49 -0.0785 -0.1175 -0.1564 -0.1951 -0.2334 -0.2714 -0.3090
Columns?50?through 56 -0.3461 -0.3827 -0.4187 -0.4540 -0.4886 -0.5225 -0.5556
Columns?57?through 63 -0.5878 -0.6191 -0.6494 -0.6788 -0.7071 -0.7343 -0.7604
Columns?64?through 70 -0.7853 -0.8090 -0.8315 -0.8526 -0.8725 -0.8910 -0.9081
Columns?71?through 77 -0.9239 -0.9382 -0.9511 -0.9625 -0.9724 -0.9808 -0.9877
Columns?78?through 84 -0.9931 -0.9969 -0.9992 -1.0000 -0.9992 -0.9969 -0.9931
Columns?85?through 91 -0.9877 -0.9808 -0.9724 -0.9625 -0.9511 -0.9382 -0.9239
Columns?92?through 98 -0.9081 -0.8910 -0.8725 -0.8526 -0.8315 -0.8090 -0.7853
Columns?99?through 105?-0.7604 -0.7343 -0.7071 -0.6788 -0.6494 -0.6191 -0.5878
Columns?106?through?112 -0.5556 -0.5225 -0.4886 -0.4540 -0.4187 -0.3827 -0.3461
Columns?113?through?119 -0.3090 -0.2714 -0.2334 -0.1951 -0.1564 -0.1175 -0.0785
Columns?120?through?126 -0.0393 -0.0000 0.0393 0.0785 0.1175 0.1564 0.1951
Columns?127?through?133 0.2334 0.2714 0.3090 0.3461 0.3827 0.4187 0.4540
Columns?134?through?140 0.4886 0.5225 0.5556 0.5878 0.6191 0.6494 0.6788
Columns?141?through?147 0.7071 0.7343 0.7604 0.7853 0.8090 0.8315 0.8526
Columns?148?through?154 0.8725 0.8910 0.9081 0.9239 0.9382 0.9511 0.9625
Columns?155?through?161 0.9724 0.9808 0.9877 0.9931 0.9969 0.9992 1.0000
Columns?162?through?168 0.9992 0.9969 0.9931 0.9877 0.9808 0.9724 0.9625
Columns?169?through?175 0.9511 0.9382 0.9239 0.9081 0.8910 0.8725 0.8526
Columns?176?through?182 0.8315 0.8090 0.7853 0.7604 0.7343 0.7071 0.6788
Columns?183?through?189 0.6494 0.6191 0.5878 0.5556 0.5225 0.4886 0.4540
Columns?190?through?196 0.4187 0.3827 0.3461 0.3090 0.2714 0.2334 0.1951
Columns?197?through?203 0.1564 0.1175 0.0785 0.0393- 0.0000 -0.0393 -0.0785
Columns?204?through?210 -0.1175 -0.1564 -0.1951 -0.2334 -0.2714 -0.3090 -0.3461
Columns?211?through?217 -0.3827 -0.4187 -0.4540 -0.4886 -0.5225 -0.5556 -0.5878
Columns?218?through?224 -0.6191 -0.6494 -0.6788 -0.7071 -0.7343 -0.7604 -0.7853
Columns?225?through?231 -0.8090 -0.8315 -0.8526 -0.8725 -0.8910 -0.9081 -0.9239
Columns?232?through?238 -0.9382 -0.9511 -0.9625 -0.9724 -0.9808 -0.9877 -0.9931
Columns?239?through?245 -0.9969 -0.9992 -1.0000 -0.9992 -0.9969 -0.9931 -0.9877
Columns?246?through?252 -0.9808 -0.9724 -0.9625 -0.9511 -0.9382 -0.9239 -0.9081
Columns?253?through?259 -0.8910 -0.8725 -0.8526 -0.8315 -0.8090 -0.7853 -0.7604
Columns?260?through?266 -0.7343 -0.7071 -0.6788 -0.6494 -0.6191 -0.5878 -0.5556
Columns?267?through?273 -0.5225 -0.4886 -0.4540 -0.4187 -0.3827 -0.3461 -0.3090
Columns?274?through?280 -0.2714 -0.2334 -0.1951 -0.1564 -0.1175 -0.0785 -0.0393
Columns?281?through?287 0.0000 0.0393 0.0785 0.1175 0.1564 0.1951 0.2334
Columns?288?through?294 0.2714 0.3090 0.3461 0.3827 0.4187 0.4540 0.4886
Columns?295?through?301 0.5225 0.5556 0.5878 0.6191 0.6494 0.6788 0.7071
Columns?302?through?308 0.7343 0.7604 0.7853 0.8090 0.8315 0.8526 0.8725
Columns?309?through?315 0.8910 0.9081 0.9239 0.9382 0.9511 0.9625 0.9724
Columns?316?through?321 0.9808 0.9877 0.9931 0.9969 0.9992 1.0000
Two paths of signals is point-to-point to multiply each other and integration
d=3.4907e-006
The sinusoidal computing of negate obtains angle
δ IA=0.01
Equally, in the system voltage unit, calculate the phase differential δ of three-phase system voltage signal equally with respect to same reference signal UA, δ UB, δ UC
Utilize said method to calculate δ UA=0.0005
Utilize these phase difference values, can calculate three-phase equipment and divide other dielectric loss
tgδ A = tg ( π 2 - ( δ IA - δ UA ) )
tgδ B = tg ( π 2 - ( δ IB - δ UB ) )
tgδ C = tg ( π 2 - ( δ IC - δ UC ) )
Therefore
tgδ A=0.0165806%
Contrast 128 FFT, calculate the phase differential δ IA=0.010071 of current signal with respect to reference signal, the system voltage signal is with respect to the phase differential δ UA=0.0005391 of same reference signal
Therefore
tgδ A=0.0166363%
Both result of calculation is more approaching, but in the time need carrying out the calculating in many sampling periods, the fft algorithm operand will sharply increase.Practical application shows, adopts this algorithm numerical stability and the antijamming capability of multicycle sampling computing obviously to be better than fft algorithm.

Claims (4)

1, the method for the phase measurement in a kind of on-line monitoring of high-voltage electric equipment includes following steps:
(1) comprises signal x (t), the y (t) of harmonic wave for any two-way, sample, obtained limit for length's sampled value sequence row;
x(k)={x(1),x(2),…,x(n)};
y(k)={y(1),y(2),…,y(n)};
1<k<n wherein, n=fkT;
N is a sampling number, and f is a sample frequency, and T is the cycle of power frequency component, and k is sampling complete cycle issue;
(2) result in the step 1 is calculated arithmetic mean, obtain DC component a, b in the signal; Formula is as follows:
a = Σ i = 1 n x i n
b = Σ i = 1 n y i n
N=fkT wherein;
(3) cut after the DC component, only comprised the finite length sequence of AC signal; Formula is as follows:
x′(k)=x(k)-a={x(0)-a,x(1)-a,…,x(n)-a}={x′(0),x′(1),…,x′(n)};
y′(k)=y(k)-b={y(0)-b,y(1)-b,…,y(n)-b}={y′(0),y′(1),…,y′(n)};
1<k<n wherein, n=fkT;
(4) two-way finite length sequence corresponding point are carried out multiplying; Formula is as follows:
z(k)=x′(k)×y′(k)={x′(1)×y′(1),x′(2)×y′(2),…,x′(n)×y′(n}={z(1),z(2),…,z(n)}
(5) operation result with step 4 carries out integral operation, falls the result again divided by signal fundametal compoment amplitude, and the negate tangent, obtains phase differential δ; Formula is as follows:
δ = tg - 1 ( 1 X · Y ∫ 0 kT z ( k ) dk ) = tg - 1 ( 1 X · Y Σ i = 1 fkT - 1 z ( i ) + z ( i + 1 ) 2 × 1 f ) .
2, method according to claim 1 is characterized in that: the signal of sampling in the described step 1 is the system voltage signal.
3, method according to claim 1 is characterized in that: the signal of sampling in the described step 1 is the end screen current signal of equipment.
4, according to claim 1 or 2 or 3 described methods, it is characterized in that: the higher frequency of the signal of sampling in the described step 1 is carried out the A/D conversion and is gathered complete cycle according to power frequency, has obtained limit for length's sampled value sequence row.
CN 200510114385 2005-10-24 2005-10-24 Phase measuring method in on-line monitoring of high-voltage electric equipment Pending CN1955745A (en)

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CN101753509A (en) * 2008-12-10 2010-06-23 中兴通讯股份有限公司 Method and device for subtracting direct current (DC) inside fast Fourier transform (FFT) module and FFT module
CN101408568B (en) * 2007-10-12 2010-12-01 深圳科士达科技股份有限公司 Method and device for measuring electrical signal phase of alternating current
CN102095933A (en) * 2010-12-07 2011-06-15 天津大学 Phase test device and control method thereof
CN103575990A (en) * 2012-07-26 2014-02-12 南京邮电大学 Method for digital measuring of instantaneous phase of alternating current
CN103575991A (en) * 2012-07-26 2014-02-12 南京邮电大学 Method for accurately measuring instantaneous phase of alternating current
CN110346632A (en) * 2019-07-05 2019-10-18 杭州西湖电子研究所 A kind of angular difference two-dimensional map expression representing wide area dielectric loss

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CN101408568B (en) * 2007-10-12 2010-12-01 深圳科士达科技股份有限公司 Method and device for measuring electrical signal phase of alternating current
CN101753509A (en) * 2008-12-10 2010-06-23 中兴通讯股份有限公司 Method and device for subtracting direct current (DC) inside fast Fourier transform (FFT) module and FFT module
CN102095933A (en) * 2010-12-07 2011-06-15 天津大学 Phase test device and control method thereof
CN102095933B (en) * 2010-12-07 2012-11-07 天津大学 Phase test device and control method thereof
CN103575990A (en) * 2012-07-26 2014-02-12 南京邮电大学 Method for digital measuring of instantaneous phase of alternating current
CN103575991A (en) * 2012-07-26 2014-02-12 南京邮电大学 Method for accurately measuring instantaneous phase of alternating current
CN103575990B (en) * 2012-07-26 2016-02-03 南京邮电大学 A kind of method of instantaneous phase of digitized measurement alternating current
CN103575991B (en) * 2012-07-26 2016-02-10 南京邮电大学 A kind of accurate measurement method of instantaneous phase of alternating current
CN110346632A (en) * 2019-07-05 2019-10-18 杭州西湖电子研究所 A kind of angular difference two-dimensional map expression representing wide area dielectric loss
CN110346632B (en) * 2019-07-05 2021-08-24 杭州西湖电子研究所 Angle difference two-dimensional map expression method for representing wide-area dielectric loss

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