Method and apparatus for real-time estimation of full parameters of permanent magnet synchronous motor

Patent metadata

Field	Value
Publication number	US-11614488-B2
Application number	US-202117324215-A
Country	US
Kind code	B2
Filing date	May 19, 2021
Priority date	May 19, 2020
Publication date	Mar 28, 2023
Grant date	Mar 28, 2023

Abstract

Disclosed is a method and apparatus for real-time estimation of full parameters of a permanent magnet synchronous motor. According to this method and apparatus, it is possible to estimate in real time all four parameters of a permanent magnet synchronous motor without additional signal injection. In addition to the state equation, the “stator current ripple model” is additionally used to fundamentally solve the rank deficiency problem in the state equation without injecting additional signals. All four parameters of a permanent magnet synchronous motor can be estimated in real time.

First claim

What is claimed is:

1. An apparatus for estimating in real time full parameters of a permanent magnet synchronous motor, comprising:
a current ripple measuring device for measuring a stator current ripple of the permanent magnet synchronous motor; and,
a parameter estimating unit that calculates estimates of d-axis inductance, q-axis inductance, flux linkage and stator resistance of the permanent magnet synchronous motor using the stator current ripple measured by the current ripple measuring device.

2. A method for estimating in real time full parameters of a permanent magnet synchronous motor by the apparatus of claim 1 , comprising the steps of:
(a) measuring, by the stator current ripple measuring device, a stator current ripple of the permanent magnet synchronous motor;
(b) inputting, by the parameter estimating unit, measured values of the stator current ripple (hereinafter, referred to as “stator current ripple measurement value”) into a stator current ripple model;
(c) calculating, by the parameter estimating unit, a d-axis inductance estimate and a q-axis inductance estimate of the permanent magnet synchronous motor from the stator current ripple model;
(d) inputting, by the parameter estimating unit, the calculated d-axis inductance estimate and the q-axis inductance estimate into a state equation; and,
(e) calculating, by the parameter estimating unit, an estimated value of flux linkage and an estimated value of stator resistance from the state equation.

3. The method according to claim 2 ,
wherein the stator current ripple measurement value is calculated from two different motor rotation angle values and the calculated two stator current ripple measurement values respectively input to the stator current ripple model of step (b).

4. The method according to claim 2 ,
wherein the step (a) includes:
(a1) removing a fundamental wave component by passing a current sensed by a current sensor through a high frequency pass filter;
(a2) detecting an envelope of a current ripple component which remain after the fundamental wave component is removed in the step (a1); and,
(a3) providing the envelope of the current ripple component to a parameter estimation unit, and
wherein the parameter estimating unit detects a peak value of the current ripple component from the envelope of the current ripple component and inputs it to the stator current ripple model as the stator current ripple measurement value.

5. The method according to claim 4 ,
wherein, in the step (a2), a lower envelope and an upper envelope are detected, respectively,
wherein, in the step (a3), both the lower envelope and the upper envelope are provided to the parameter estimation unit, and,
wherein the parameter estimating unit calculates a peak value of a current ripple component by dividing the difference between the values of the lower envelope and the upper envelope by two (2) and inputs this to the stator current ripple model as a stator current ripple measurement value.

6. An apparatus for measuring a stator current ripple of a permanent magnet synchronous motor, comprising:
a high frequency pass filter that removes a fundamental wave component from a current sensed by a current sensor; and,
an envelope detection unit that performs detection of envelope of a current ripple component remaining after passing through the high frequency pass filter and provides the envelope of the detected current ripple component to a parameter estimation unit.

7. The apparatus according to claim 6 ,
wherein the envelope detection unit including:
a lower envelope detector for detecting a lower envelope; and,
an upper envelope detector to detect an upper envelope, and,
wherein both the lower envelope and the upper envelope are provided to the parameter estimation unit.

8. A method for calculating in real time an estimate of full parameters of a permanent magnet synchronous motor using a stator current ripple value measured in the permanent magnet synchronous motor (hereinafter referred to as “stator current ripple measurement value”), comprising:
(a) obtaining a stator current ripple measurement value from a stator current ripple signal provided by a stator current ripple measurement device of the permanent magnet synchronous motor and inputting it into a stator current ripple model;
(b) calculating a d-axis inductance estimate and a q-axis inductance estimate of the permanent magnet synchronous motor from the stator current ripple model;
(c) inputting the d-axis inductance estimate and the q-axis inductance estimate into a state equation; and,
(d) calculating an estimate of the flux linkage and an estimate of stator resistance from the state equation.

9. The method according to claim 8 ,
wherein the stator current ripple signal provided from the stator current ripple measurement device is an envelope of a current ripple component remaining after removing a fundamental wave component by passing through the high frequency pass filter,
wherein a peak value is detected from the envelop of the current ripple component and is inputted into the stator current ripple model as the stator current ripple measurement value.

10. The method according to claim 9 ,
wherein the envelope of the current ripple component includes a lower envelope and an upper envelope, and,
wherein the peak value of the current ripple component is calculated by dividing the difference between the values of the lower envelope and the upper envelope by two (2) and is inputted into the stator current ripple model as the stator current ripple measurement value.

11. The method according to claim 8 ,
wherein the stator current ripple model of the step (a) is as follows:

i

a
,
rip
,
k

n

=

[

cos
⁢

⁢

θ
r

⁢

R

d
,
k

n

-

sin
⁢

⁢

θ
r

⁢

R

q
,
k

n

]

⁡

[

1
/

L
d

Assignees

• Korea Advanced Inst Sci & Tech

Inventors

• Kim Kyung Soo
• Choi Kyung Hwan
• Kim Seok Kyoon

Classifications

• H02P23/14

  Estimation or adaptation of motor parameters, e.g. rotor time constant, flux, speed, current or voltage · CPC title

• G01R31/343 Primary

  in operation · CPC title

• G01R27/14

  Measuring resistance by measuring current or voltage obtained from a reference source (G01R27/16, G01R27/20, G01R27/22 take precedence) · CPC title

• G01R31/346

  Testing of armature or field windings · CPC title

• H02P21/141

  Flux estimation · CPC title