CN105720877B - On-line parameter identification method based on three phase alternating current motor equivalent circuit - Google Patents

On-line parameter identification method based on three phase alternating current motor equivalent circuit Download PDF

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CN105720877B
CN105720877B CN201610211820.4A CN201610211820A CN105720877B CN 105720877 B CN105720877 B CN 105720877B CN 201610211820 A CN201610211820 A CN 201610211820A CN 105720877 B CN105720877 B CN 105720877B
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stator
current
axis
coordinate system
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CN105720877A (en
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王瑞
丛巍
田长安
陈广泰
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CRRC Dalian Institute Co Ltd
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Abstract

The invention discloses a kind of on-line parameter identification methods based on three phase alternating current motor equivalent circuit, have following steps:The stator voltage and stator current of the three phase alternating current motor of normal operation are acquired, by establishing α β coordinate systems, is converted to stator voltage vectorAnd stator current vectorDq rotating coordinate systems are established, the stator voltage vector that will be obtainedThe d axis of definition in a coordinate system;Obtain the excitation current vector L of the three phase alternating current motorμ, equivalent leakage inductance LσWith power supply angular frequencyeThe initial value of equivalent rotor voltage vector is acquired according to formulaWith equivalent rotor fluxIn the dq rotating coordinate systems, according to voltage vectorWith stator resistance RsVariation, will move along the straight line p1 parallel with current phasor;The stator current vectorThe current phasor initial value resolved intoIt will be moved along the straight line p2 vertical with stator current vector;By formula, rotor equivalent resistance R is calculatedrref;By formula, motor stator resistance R is obtaineds

Description

Parameter online identification method based on three-phase alternating current motor equivalent circuit
Technical Field
The invention belongs to the field of three-phase alternating current motor control, and particularly relates to a parameter online identification method based on an equivalent circuit of a three-phase alternating current motor, which can be applied to the fields of electric locomotives, diesel locomotives, electric automobiles and the like. To the patent classification number G01 measurement; test G01R measures an electrical variable; the means for measuring the magnetic variable G01R27/00 measures the resistance, reactance, impedance or a derivative thereof G01R27/02 resistance, reactance, impedance or other derivative thereof across a property, such as a real or complex measurement of a time constant.
Background
At present, the directional vector control of the rotor magnetic field becomes a commonly adopted control scheme in the field of alternating current motor control. The scheme is based on an alternating current motor mathematical model, and realizes decoupling control of alternating current motor excitation and torque through mathematical transformation, thereby improving static and dynamic performances. However, the performance improvement is based on accurate acquisition of motor parameters, and a steady-state equivalent circuit of the motor is shown in fig. 1, wherein particularly the rotor resistance Rrref changes with the change of the motor temperature, and if the change of the rotor resistance is not corrected or compensated to a certain extent in the control process, the control dynamic performance and the system efficiency are greatly reduced. Therefore, if motor parameters, particularly rotor resistance, can be identified on line in the control process, the overall performance of the motor control system is undoubtedly improved.
The motor rotor resistance online identification method can be roughly divided into three categories: firstly, motor parameters are calculated by injecting special signals into the motor and detecting voltage or current response, and the method can generate certain disturbance for the motor which is stably running in real time; secondly, based on a motor equation, a Kalman filter or a Longbeige filter is used for estimating parameters, and the method has large complex calculation amount; and thirdly, identifying parameters by using regulators by establishing mathematical models with the same physical meaning but different expression modes based on a model reference self-adaptive method, wherein the method is simple, an additional regulator needs to be added, and the rest motor parameters are known.
Disclosure of Invention
The invention provides a parameter online identification method based on an equivalent circuit of a three-phase alternating current motor aiming at the problems, which comprises the following steps:
acquiring the stator voltage and the stator current of a normally operating three-phase alternating current motor, and converting the stator voltage and the stator current into a stator voltage vector by establishing an αβ coordinate systemAnd stator current vector
-establishing a dq-rotation coordinate system,the obtained stator voltage vectorDefining a d-axis in a coordinate system; obtaining an excitation current vector I of the three-phase AC motorμEquivalent leakage inductance LσEquivalent excitation inductance LμAnd synchronous angular frequency omegaeAccording to the formula:
determining an initial value of an equivalent rotor voltage vectorAnd equivalent rotor flux linkage
-according to the initial value of the voltage vector in said dq rotating coordinate systemStator-following resistor RsWill follow the stator current vectorThe parallel straight line p1 moves; the stator current vectorDecomposed current vector initial valueWill move along a line p2 perpendicular to the stator current vector; at the same time, the stator current vector is establishedA circle c2 with the center point S as the center of the circle and the diameter of the die; the intersection point of the straight line p2 and the circle c2 is obtained, and the current vector is obtained according to the vector relation
-by means of the formula,
calculating to obtain equivalent resistance R of rotorrrefWherein
Ψrmode, ω, representing equivalent rotor flux linkagerRepresenting the motor speed;
-by means of the formula,
obtaining the motor stator resistance Rs
In a preferred embodiment, the stator voltage vector isCalculated by the following formula:
j is UsmaxA component on an imaginary axis in the dq coordinate system;is the initial phase of the voltage;
Usmaxby defining under said αβ coordinate system:
Usmaxthe acquired voltage amplitude is acquired; omegaeFor synchronizing the angular frequency, uComponent of voltage on axis α uIs the component of the voltage on the coordinate axis β.
As a preferred embodiment, the method for online identification of parameters based on an equivalent circuit of a three-phase alternating current motor is further characterized in that the stator current vectorCalculated by the following formula:
Isdis the projection of the stator current on the d axis; i issqIs the projection of the stator current on the q axis; j is UsmaxA component on an imaginary axis in the dq coordinate system, which represents a unit vector in the q-axis direction;
through IsmaxDefined under the αβ coordinate system
Wherein iComponent, i, of current in coordinate axis αComponent of current in coordinate axis βsmaxAmplitude of the current, omegaeIn order to synchronize the angular frequency of the signal,is the initial phase of the current;
the I can be obtained by coordinate conversion through the included angle theta of the αβ coordinate system and the dq rotation coordinate systemsdAnd Isq
In a preferred embodiment, the equation of the straight line p2 is:
q=q0+Kp2*(d-d0) (1)
wherein,Kp2is the slope of line P2;
wherein d is the excitation current vectorProjection on the d-axis, d0As vector of exciting currentInitial values of the projection on the d-axis; q is an excitation current vectorProjection on the q-axis, q0As vector of exciting currentAn initial value of the projection on the q-axis;
-defining one in a rotating coordinate system dqA circle c2 with its center point S as the center of the circle having the diameter of (a);
wherein d issAs stator current vectorA projection of the midpoint of (a) on the d-axis in the rotating coordinate system, qsStator current vectorA projection of the midpoint of (a) onto the q-axis in the rotating coordinate system;
make the excitation current vectorHas the coordinates of (d)A,qA);
The equations (1) and (2) are combined to obtain an equation system of the intersection point of the straight line p2 and the circle c2, and the solution is obtained by:
qA1,2=q0+Kp2*(dA1,2-d0)
wherein,
the positional relationship in the coordinate system is incorporated.
By adopting the technical scheme, the parameter online identification method based on the equivalent circuit of the three-phase alternating current motor disclosed by the invention is completely based on the equivalent circuit of the motor, has clear physical concept, and only needs to acquire voltageElectric currentSupply angular frequency omegaeRotational speed omegarCombined with known motor total leakage inductance LσAnd equivalent excitation inductance LμThe stator and rotor resistances can be solved by simple calculation.
Drawings
In order to more clearly illustrate the embodiments of the present invention or the technical solutions of the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.
FIG. 1 shows a steady-state equivalent circuit of a motor corresponding to vector control
FIG. 2 is RsVector diagram corresponding to equivalent circuit when 0
FIG. 3 is RsVector diagram corresponding to equivalent circuit when changing from zero
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the following describes the technical solutions of the embodiments of the present invention clearly and completely with reference to the accompanying drawings in the embodiments of the present invention:
as shown in fig. 1-3, assuming normal operation of the motor, the fundamental input voltage, the stator current and the stator voltage can be defined as follows under the αβ coordinate system:
wherein, UsmaxIs the voltage amplitude, IsmaxAmplitude of the current, omegaeIn order to synchronize the angular frequency of the signal,is the initial phase of the voltage (current), uComponent of voltage on coordinate axis α, uComponent of voltage on axis β, iComponent, i, of current in coordinate axis αThe component of the current in coordinate axis β.
Define dq rotation coordinate system, which is defined by omegaeRotate in speed and orient the q-axis at the input voltage vectorThe location of the same.
j is UsmaxThe component on the imaginary axis in the dq coordinate system.
αβ and dq can be obtained by the following formula,
after theta is present, the coordinate transformation can be used for obtaining
IsdIs the projection of the stator current on the d axis; i issqIs the projection of the stator current on the q axis, j is UsmaxThe component on the imaginary axis in the dq coordinate system.
In connection with FIG. 2, assume RsIs 0, knownLμ、LσAnd ωeThen there is
LμIs an equivalent excitation inductance; l isσIn order to be equivalent to the leakage inductance,is the initial value of the equivalent rotor voltage vector,equivalent rotor flux linkage.
With RsThe voltage drop of which is to be taken into account,will be along a straight line p parallel to the current vector1The movement is carried out in such a way that,will be along a straight line p2Move and finally fall at point a. Let the equation for the line P2 perpendicular to the stator current vector be:
q=q0+Kp2*(d-d0) (7)
wherein,
c2 is such thatIs a diameter, a circle centered at its center point S, let the equation of c2 be
Wherein,
wherein d is the excitation current vectorProjection on the d-axis, d0As vector of exciting currentInitial values of the projection on the d-axis; q is an excitation current vectorProjection on the q-axis, q0As vector of exciting currentAn initial value of the projection on the q-axis;
order toHas the coordinates of (d)A,qA),
Simultaneous equations (7) and (8) yield a system of equations for the intersection of p2 and c2, solved for the system of equations for the unknown variables d and q:
kp2 is the slope of line P2.
Wherein,
with reference to FIGS. 1 and 3, there are
Given the angular frequency ω of the motor supplyeAnd motor speed omegarThen the slip angular frequency ωsIs composed of
ωs=ωer(12)
Rotor equivalent resistance RrrefCan be obtained by the following formula,
motor stator resistor RsIt can be calculated as follows,
the method has clear physical concept and only needs to know the voltageElectric currentSupply angular frequency omegaeRotational speed omegarCombined with known motor total leakage inductance LσAnd equivalent excitation inductance LμThe calculation of the stator and rotor resistances can be completed.
The above description is only for the preferred embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art should be considered to be within the technical scope of the present invention, and the technical solutions and the inventive concepts thereof according to the present invention should be equivalent or changed within the scope of the present invention.

Claims (4)

1. A parameter online identification method based on an equivalent circuit of a three-phase alternating current motor is characterized by comprising the following steps:
acquiring the stator voltage and the stator current of a normally operating three-phase alternating current motor, and converting the stator voltage and the stator current into a stator voltage vector by establishing an αβ coordinate systemAnd stator current vector
-establishing a dq rotation coordinate system, the stator voltage vector to be obtainedDefining a d-axis in a coordinate system; obtaining an excitation current vector I of the three-phase AC motorμEquivalent leakage inductance LσEquivalent excitation inductance LμAnd synchronous angular frequency omegaeAccording to the formula:
determining an initial value of an equivalent rotor voltage vectorAnd equivalent rotor flux linkage
-according to the initial value of the voltage vector in said dq rotating coordinate systemStator-following resistor RsWill follow the stator current vectorThe parallel straight line p1 moves; the stator current vectorDecomposed current vector initial valueWill move along a line p2 perpendicular to the stator current vector; at the same time, the stator current vector is establishedA circle c2 with the center point S as the center of the circle and the diameter of the die; the intersection point of the straight line p2 and the circle c2 is obtained, and the current vector is obtained according to the vector relation
-by means of the formula,
calculating to obtain equivalent resistance R of rotorrrefWherein
Ψrmode, ω, representing equivalent rotor flux linkagerRepresenting the motor speed;
-by means of the formula,
obtaining the motor stator resistance Rs
2. The method according to claim 1, wherein the stator voltage vector is a vector of a three-phase alternating current motor equivalent circuitCalculated by the following formula:
j is UsmaxA component on an imaginary axis in the dq coordinate system;is the initial phase of the voltage;
Usmaxby defining under said αβ coordinate system:
Usmaxthe acquired voltage amplitude is acquired; omegaeFor synchronizing the angular frequency, uComponent of voltage on axis α uIs the component of the voltage on the coordinate axis β.
3. The method according to claim 2, wherein the stator current vector is a vector of a stator currentCalculated by the following formula:
Isdis the projection of the stator current on the d axis; i issqIs the projection of the stator current on the q axis; j is UsmaxA component on an imaginary axis in the dq coordinate system, which represents a unit vector in the q-axis direction;
through IsmaxDefined under the αβ coordinate system
Wherein iComponent, i, of current in coordinate axis αComponent of current in coordinate axis βsmaxAmplitude of the current, omegaeIn order to synchronize the angular frequency of the signal,is the initial phase of the current;
the I can be obtained by coordinate conversion through the included angle theta of the αβ coordinate system and the dq rotation coordinate systemsdAnd Isq
4. The method according to claim 1, wherein the equation of the straight line p2 is:
q=q0+Kp2*(d-d0) (1)
wherein,Kp2is the slope of line P2;
wherein d is the excitation current vectorProjection on the d-axis, d0As vector of exciting currentInitial values of the projection on the d-axis; q is an excitation current vectorProjection on the q-axis, q0As vector of exciting currentAn initial value of the projection on the q-axis;
-defining one in a rotating coordinate system dqA circle c2 with its center point S as the center of the circle having the diameter of (a);
wherein d issAs stator current vectorA projection of the midpoint of (a) on the d-axis in the rotating coordinate system, qsStator current vectorA projection of the midpoint of (a) onto the q-axis in the rotating coordinate system;
make the excitation current vectorHas the coordinates of (d)A,qA);
The equations (1) and (2) are combined to obtain an equation system of the intersection point of the straight line p2 and the circle c2, and the solution is obtained by:
qA1,2=q0+Kp2*(dA1,2-d0)
wherein,
positional relationship incorporated in the coordinate system:
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Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1986317A1 (en) * 2007-04-27 2008-10-29 ABB Oy Stator resistance adaptation in sensorless PMSM drives
CN103248306A (en) * 2013-05-24 2013-08-14 天津大学 Online decoupling identification method of multiple parameters of PMSM (permanent magnet synchronous motor)
CN103326657A (en) * 2013-06-09 2013-09-25 深圳市汇川技术股份有限公司 Asynchronous motor stator resistance on-line identification system and method

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP1986317A1 (en) * 2007-04-27 2008-10-29 ABB Oy Stator resistance adaptation in sensorless PMSM drives
CN103248306A (en) * 2013-05-24 2013-08-14 天津大学 Online decoupling identification method of multiple parameters of PMSM (permanent magnet synchronous motor)
CN103326657A (en) * 2013-06-09 2013-09-25 深圳市汇川技术股份有限公司 Asynchronous motor stator resistance on-line identification system and method

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
感应电机无速度传感器矢量控制***的定子电阻在线辨识;陈硕等;《中国电机工程学报》;20030228;第23卷(第2期);第88-92页 *

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