WO2009154491A1 - A method for the estimation of the disturbances in a speed observer of an induction motor - Google Patents

A method for the estimation of the disturbances in a speed observer of an induction motor Download PDF

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Publication number
WO2009154491A1
WO2009154491A1 PCT/PL2009/000067 PL2009000067W WO2009154491A1 WO 2009154491 A1 WO2009154491 A1 WO 2009154491A1 PL 2009000067 W PL2009000067 W PL 2009000067W WO 2009154491 A1 WO2009154491 A1 WO 2009154491A1
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Prior art keywords
components
estimated
vector
rotor
disturbances
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PCT/PL2009/000067
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French (fr)
Inventor
Zbigniew Krzeminski
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Politechnika Gdanska
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Publication of WO2009154491A1 publication Critical patent/WO2009154491A1/en

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    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02PCONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P21/00Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation
    • H02P21/13Observer control, e.g. using Luenberger observers or Kalman filters
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02PCONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P21/00Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation
    • H02P21/14Estimation or adaptation of machine parameters, e.g. flux, current or voltage
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02PCONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P21/00Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation
    • H02P21/14Estimation or adaptation of machine parameters, e.g. flux, current or voltage
    • H02P21/141Flux estimation
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02PCONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P21/00Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation
    • H02P21/14Estimation or adaptation of machine parameters, e.g. flux, current or voltage
    • H02P21/18Estimation of position or speed
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02PCONTROL OR REGULATION OF ELECTRIC MOTORS, ELECTRIC GENERATORS OR DYNAMO-ELECTRIC CONVERTERS; CONTROLLING TRANSFORMERS, REACTORS OR CHOKE COILS
    • H02P21/00Arrangements or methods for the control of electric machines by vector control, e.g. by control of field orientation
    • H02P21/22Current control, e.g. using a current control loop

Definitions

  • the subject of the invention is a method for the estimation of the disturbances in an observer of a speed of an induction motor.
  • the invention is applicable in sensorless control systems of induction motors.
  • a direct measurement by means of a suitable speed sensor is a known method of acquiring a rotational speed signal of an induction motor in purpose of drive control.
  • the inconvenience of this method lays in a long wire connection between the sensor and the inverter, which is sensitive to a mechanical damage. Additionaly measurement systems with speed sensors are sensitive to electromagnetic disturbances causing errors in signal transmission.
  • the inconvenience of this method is also the fact, that when a rotational speed of an induction motor raises, speed sensors require additional systems to compensate the errors of quantization of measurement.
  • the cost of the sensor may be higher than the cost of the motor.
  • the precision in estimation of the disturbances has a clue meaning in the precision in estimation of the speed in the speed observer of of the induction motor.
  • Politechnika Gdanska 2001 Politechnika Gdanska 2001, and the patent description No. PL 187881 a method for reproduction of the components of a disturbance vector in integrators according to the following relation:
  • the inconvenience of this method is in limited range of estimation of the rotational speed of the induction motor.
  • the speed can be satisfactory estimated in the observer only to the value not more than rated speed because of the increase of errors in estimation of stator current and instability of the observer in higher rotational speed conditions.
  • a method for the estimation of the disturbances in the observer of the speed of the induction motor basing on measuring of components x and y of vectors of voltage and of stator current determined in Cartesian coordinate system fixed to the stator, estimating the values of the components x and y of a stator current vector and comparing with actual, measured values of the components of a stator current, estimating of the components x and y of a rotor flux vector, estimating the angular speed of the rotor is characterized according to the present invention by estimating the components x and y of the disturbances in a system realizing the following relation: dz x ⁇ ? ⁇ ⁇ , /. ⁇ ⁇
  • L r , L m - rotor inductance and mutual inductance on the basis of measured components of a stator current vector, estimated components of a stator current vector, estimated angular speed of the rotor, estimated components of a rotor flux vector and the value of the increment of the estimated angular speed in time between two successive measurements of components of the stator current.
  • the usage of the method according to the present invention enables estimation of the disturbances and the rotational speed of the induction motor practically within unlimited range of the rotational speed of the induction motor.
  • the usage of the method according to the present invention enables estimation of every speed which can be phisically achieved by the induction motor. From the practical point of view it means that the range of a speed can vary from zero to the trippled value of rated speed.
  • This advantage of the method according to the present invention comes out of the compliance of impact of every variables of the induction motor state on the disturbances signals courses.
  • the usage of a method according to the present invention doesn't require the estimation of pulsation of a rotor flux, which is an additional variable and is neither regulated nor stabilized in drive system.
  • Another advantage of a method according to the present invention is that it doesn't require the usage of filtration of the estimated rotational speed of then induction motor, that could result in a phase lag of estimated disturbances.
  • a method for the estimation of the disturbances in the speed observer of the induction motor consists in measuring the currents and the phase voltages of a stator, in systems equipped in analog-to-digital converters, the measured components of voltage and current stator vectors U 8x , u sy , i sx , i sy are converted to digital form.
  • stator current vector i sx , i sy and the estimated components of the rotor flux vector ⁇ , ⁇ , ⁇ ⁇ , and estimated components of stator current vector i sx , i sy obtained from the current and flux estimating element Ul and estimated rotational speed ⁇ r obtained from the speed estimating element U2 and the increment of the estimated angular speed ⁇ in time T 8 between two successive measurements of components of the stator current vector, obtained from the speed increment measuring element T are converted in disturbances estimating element U4 according to the following relations: dz x ⁇ ? ⁇ ⁇ . /. ? ⁇
  • the estimated components of disturbances vector Z x , z y obtained from the estimating element U4 and estimated components of a rotor flux vector ⁇ , ⁇ , ⁇ obtained from the current and flux estimating element Ul are converted in the speed estimating element U2 according to the following relation: and the signals of estimated rotational speed of a rotor ⁇ r are received as a result.
  • Estimated rotational speed of a rotor ⁇ r obtained from the speed estimating element U2 is converted and compared in the speed increment measuring element T to the estimated rotational speed of a rotor ⁇ r obtained from the speed estimating element U2 in the moment earlier lasting T 5 that results in receiving the increment of the speed ⁇ .
  • the estimated components of disturbances vector z x , z y obtained from the estimating element U4 and estimated components of a rotor flux vector ⁇ , ⁇ , ⁇ , obtained from the current and flux estimating element Ul are converted in the corrective impulse calculating element U3 according to the following relation:
  • V z x ⁇ iy - z y ⁇ c that results in receiving a corrective impulse of the observer V.
  • the measured components of voltage and stator current vectors u sx , u sy , i sx , i sy and estimated components of disturbances vector Z x , z y obtained from the estimating element U4 and the calculated corrective impulse V received in the corrective impulse calculating element U3 are converted in the current and flux estimating element Ul according to the following relations:

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  • Engineering & Computer Science (AREA)
  • Power Engineering (AREA)
  • Control Of Ac Motors In General (AREA)

Abstract

A method for the estimation of the disturbances in an observer of a speed of an induction motor consisting in measuring of components x and y of vectors of voltage and of stator current determined in Cartesian coordinate system fixed to the stator, estimating the values of the components x and y of a stator current vector and comparing with actual, measured values of the components of a stator current, estimating of the components x and y of a rotor flux vector, estimating the angular speed of the rotor is characterized according to the present invention by estimating the components x and y of the disturbances (zx, zy) in a system realizing the following relation: (I) (II) on the basis of measured components of a stator current vector (isx, isy), estimated components of a stator current vector ( isx, isy ),estimated angular speed of a rotor (ωr),estimated components of a rotor flux vector (ψrxry ) and the value of the increment of the estimated angular speed (Δω ) in time (Ts) between two succesive measurements of components of a stator current (isx, isy).

Description

A method for the estimation of the disturbances in a speed observer of an induction motor
The subject of the invention is a method for the estimation of the disturbances in an observer of a speed of an induction motor. The invention is applicable in sensorless control systems of induction motors.
A direct measurement by means of a suitable speed sensor is a known method of acquiring a rotational speed signal of an induction motor in purpose of drive control. The inconvenience of this method lays in a long wire connection between the sensor and the inverter, which is sensitive to a mechanical damage. Additionaly measurement systems with speed sensors are sensitive to electromagnetic disturbances causing errors in signal transmission. The inconvenience of this method is also the fact, that when a rotational speed of an induction motor raises, speed sensors require additional systems to compensate the errors of quantization of measurement. The cost of the sensor may be higher than the cost of the motor.
Another known method for acquiring a rotational speed signal of an induction motor in drive system is estimation of a speed in systems called observers [Krzeminski Z. "Digital control of asynchronous machines", Politechnika Gdanska, 2001; Orlowska- Kowalska T. "Sensorless power transmission systems with induction motors", Politechnika Wroclawska, 2003]. The observers don't require long wire connections, so there are no transmission errors.
The increase of the precision in speed control is one of the users of the drive systems more often ocurring demands. Many applications require the control range of motor rotational speed starting from near zero to doubled or more value of the rated speed. Such situation creates the need to search new, better methods for estimation of a rotational speed of an induction motor.
The mathematical model of the motor is called vectorial model [Krzeminski Z. "Digital control of asynchronous machines", Politechnika Gdanska, 2001; Orlowska- Kowalska T. "Sensorless power transmission systems with induction motors", Politechnika Wroclawska, 2003]. The interdependences of state variable signals are non-linear.
From the publication Krzeminski Z. "Digital control of asynchronous machines", Politechnika Gdanska 2001, a method for transformation of the non-linear model of the motor to the linear form by replacing the products of the state variables, which are nonlinear, by zx, Zy signals, conventionally called disturbances, is known. From the M. Adamowicz, Z. Krzeminski "Induction motor control in a wide range of angular speed of a shaft", Przeglad Elektrotechniczny, No. 12/2007, the observer of the speed and a method for estimation of a rotational speed of an induction motor ώr based on estimated components of a rotor flux vector ψ^, ψ^, and estimated components x and y of disturbances Zx, zy in a system realizing the following relation:
. zxΨrx + zyΨry
«r = — -2 -2
is known.
The precision in estimation of the disturbances has a clue meaning in the precision in estimation of the speed in the speed observer of of the induction motor.
From the publication Krzeminski Z. "Digital control of asynchronous machines",
Politechnika Gdanska 2001, and the patent description No. PL 187881 a method for reproduction of the components of a disturbance vector in integrators according to the following relation:
Figure imgf000004_0001
where:
Zx, zy - estimated components of a disturbance vector, ix,iy, ix,iy - measured and estimated components of a stator current vector, ki - gain factor is known.
The inconvenience of this method is in limited range of estimation of the rotational speed of the induction motor. The speed can be satisfactory estimated in the observer only to the value not more than rated speed because of the increase of errors in estimation of stator current and instability of the observer in higher rotational speed conditions.
Another method is known from the patent application No. PL375767 especially for high rotational speed. According to this method the disturbances are estimated using the estimated signal of a rotor flux pulsation and measured and estimated signal of stator current amplitude. However the limitation in appliance of this method to high rotational speed of the motor is its inconvenience.
From the patent application No. PL379574 yet another method for estimation of the disturbances in speed observer is known and is suitable for wide range of the estimation . According to it the pulsation of a rotor flux, which is used for the estimation of the disturbances, is estimated on the basis of filtered signal of the estimated angular speed of a rotor. The inconvenience of this method is neccesity of the estimation of an additional variable, which is the pulsation of a rotor flux and which is not regulated in drive system. Additionaly this method requires the filtration of the angular speed of a rotor, what complying with duration of the intermediate states on the level of milliseconds may cause the defect of the estimation .
A method for the estimation of the disturbances in the observer of the speed of the induction motor basing on measuring of components x and y of vectors of voltage and of stator current determined in Cartesian coordinate system fixed to the stator, estimating the values of the components x and y of a stator current vector and comparing with actual, measured values of the components of a stator current, estimating of the components x and y of a rotor flux vector, estimating the angular speed of the rotor is characterized according to the present invention by estimating the components x and y of the disturbances in a system realizing the following relation: dzx Λ ? Λ Δω , /. Ϊ \
-jp = ^0W + a6zx - ωrzy + Ψrx γ~ + k6 (1Sy " 1Sy J
dzy -> ? * Δω . /. ? \
-^- = a5ωrisy + a6zy + ωrzx + ψ-y - — k6 ^isx - isx J
where: isx, isy - measured components of a current vector, 'sxΛy " estimated components of a current vector, Ψrx»Ψry " estimated components of a rotor flux vector, ωr - estimated angular speed of a rotor, Δωr - the increment of the reproducted angular speed, zx, Zy - estimated components of disturbances vector, Ic6 - gain factor,
Ts - time between two succesive measurements of components of a current vector _ RrLm _ Rr
Rr - rotor resistance,
Lr, Lm - rotor inductance and mutual inductance on the basis of measured components of a stator current vector, estimated components of a stator current vector, estimated angular speed of the rotor, estimated components of a rotor flux vector and the value of the increment of the estimated angular speed in time between two succesive measurements of components of the stator current.
The usage of the method according to the present invention enables estimation of the disturbances and the rotational speed of the induction motor practically within unlimited range of the rotational speed of the induction motor. The usage of the method according to the present invention enables estimation of every speed which can be phisically achieved by the induction motor. From the practical point of view it means that the range of a speed can vary from zero to the trippled value of rated speed. This advantage of the method according to the present invention comes out of the compliance of impact of every variables of the induction motor state on the disturbances signals courses. The usage of a method according to the present invention doesn't require the estimation of pulsation of a rotor flux, which is an additional variable and is neither regulated nor stabilized in drive system. Another advantage of a method according to the present invention is that it doesn't require the usage of filtration of the estimated rotational speed of then induction motor, that could result in a phase lag of estimated disturbances.
The invention has been explained in more details in an example of its application and in the figure schematically presenting the procedure. A method for the estimation of the disturbances in the speed observer of the induction motor consists in measuring the currents and the phase voltages of a stator, in systems equipped in analog-to-digital converters, the measured components of voltage and current stator vectors U8x, usy, isx, isy are converted to digital form. The measured components of the stator current vector isx, isy and the estimated components of the rotor flux vector ψ,^ , ψ^, and estimated components of stator current vector isx , isy obtained from the current and flux estimating element Ul and estimated rotational speed ωr obtained from the speed estimating element U2 and the increment of the estimated angular speed Δω in time T8 between two succesive measurements of components of the stator current vector, obtained from the speed increment measuring element T are converted in disturbances estimating element U4 according to the following relations: dzx Λ ? Λ Δω . /. ? \
-J^ = a5°Vsx + a6zx - ωrzy + Ψrx y + k6 (1Sy " 1Sy J
S dzy Λ T ~ Δω , /. c \ -£- = *S<°τhy + a6zy + ωrzx + Ψry ^ k6 (1Sx " 1SX J
as a result the signals of estimated components of disturbances vector zx , zy are received.
The estimated components of disturbances vector Zx , zy obtained from the estimating element U4 and estimated components of a rotor flux vector ψ,^ , ψ^ obtained from the current and flux estimating element Ul are converted in the speed estimating element U2 according to the following relation:
Figure imgf000007_0001
and the signals of estimated rotational speed of a rotor ωr are received as a result. Estimated rotational speed of a rotor ώr obtained from the speed estimating element U2 is converted and compared in the speed increment measuring element T to the estimated rotational speed of a rotor ωr obtained from the speed estimating element U2 in the moment earlier lasting T5 that results in receiving the increment of the speed Δω . The estimated components of disturbances vector zx , zy obtained from the estimating element U4 and estimated components of a rotor flux vector ψ,^ , ψ^, obtained from the current and flux estimating element Ul are converted in the corrective impulse calculating element U3 according to the following relation:
V = zxΨiy - zyΨπc that results in receiving a corrective impulse of the observer V.
The measured components of voltage and stator current vectors usx, usy, isx, isy and estimated components of disturbances vector Zx , zy obtained from the estimating element U4 and the calculated corrective impulse V received in the corrective impulse calculating element U3 are converted in the current and flux estimating element Ul according to the following relations:
-^- = a,ϊsx + a2yτx + a3zy + a4usx + Ic1 (isx - ϊsx ) + Ic2Vy1x - IC3VMZ0,
-^- = *i V + a2ψry - a3zx + a4usy + Ic1 (isy - ϊsy ) + k2 Vψ^y + Ic3Vy1x
-^- = a5isx + a6ψra - Zy + k4VΨrx - k5 Vψ,y
jy
-^- = a5isy + agψjy + Zx + k4 Vψ^ + k5 Vψ^
As a result the estimated components of a rotor flux vector ψ^ , ψ^, and the estimated components of stator current vectors isx, isy are received, where: ki, k2, k3, Ic4, k5, Ic6- gain factors, al5 a2, a3, a^ a5, a6 - factors related to the motor parameters, a = RsL2 r +RrL2 m _ RrLm _ Lm = Lr
1 " wsLr ' a2 ~ ^Λ ' &3 " ^7 ' "4 wσ '
a5 = ^-, a6 = A , wσ = LsLr -L2 m ,
Rs,Rr - stator, rotor resistance;
Ls,Lr,Lm - stator, rotor and mutual inductances.

Claims

Claim
A method for the estimation of the disturbances in an observer of a speed of an induction motor by measuring of the components x and y of vectors of voltage and of stator current determined in Cartesian coordinate system fixed to the stator, estimating the values of the components x and y of a stator current vector and comparing with actual, measured values of the components of a stator current, estimating of the components x and y of a rotor flux vector, estimating an angular speed of a rotor consisting of, on the basis of measured components of a stator current vector (isx, isy), estimated components of a stator current vector ( isx,isy), estimated angular speed of a rotor (ωr), estimated components of a rotor flux vector (ψrxry ) and the value of the increment of the estimated angular speed ( Δω ) in time (Ts) between two succesive measurements of components of a stator current (isx, isy), estimating the components x and y of the disturbances (zx, zy) in a system realizing the following relation: dzx Λ ? Λ Δω , /. Ϊ \
-J^- = a5°Vsx + a6zx - ωrzy + Ψrx y + k6 (1Sy " 1Sy J
S dzy Λ 7 Λ Δω . /. ? \
— = a5ωrisy + a6zy + ωrzx + ψ^ - — k6 ^isx - I8x J
where: isxj isy — measured components of a current vector, isx, igy - estimated components of a current vector,
Ψrx'Ψiy " estimated components of a rotor flux vector, ώr - estimated angular speed of a rotor,
Δωr - the increment of the estimated angular speed,
Zx, Zy - estimated components of disturbances vector, kβ - gain factor,
Ts - time between two succesive measurements of components of a current vector
J-.r L,t
Rr - rotor resistance,
Lr, Ln, - rotor inductance and mutual inductance.
PCT/PL2009/000067 2008-06-18 2009-06-15 A method for the estimation of the disturbances in a speed observer of an induction motor WO2009154491A1 (en)

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PL385465A PL385465A1 (en) 2008-06-18 2008-06-18 Method of the distortions reproduction in the induction motor speed observer
PLP385465 2008-06-18

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Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH03124287A (en) * 1989-10-06 1991-05-27 Toyo Electric Mfg Co Ltd Equivalent disturbance observer employing no speed sensor
US20070018606A1 (en) * 2003-03-12 2007-01-25 Hideaki Iura Method and device for sensorless vector control for ac motor
WO2008065978A1 (en) * 2006-11-28 2008-06-05 Kabushiki Kaisha Yaskawa Denki Induction motor control device and its control method

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH03124287A (en) * 1989-10-06 1991-05-27 Toyo Electric Mfg Co Ltd Equivalent disturbance observer employing no speed sensor
US20070018606A1 (en) * 2003-03-12 2007-01-25 Hideaki Iura Method and device for sensorless vector control for ac motor
WO2008065978A1 (en) * 2006-11-28 2008-06-05 Kabushiki Kaisha Yaskawa Denki Induction motor control device and its control method

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