US 10,097,120 B2 · Current prediction for delay compensation in motor control systems

A control system, comprising:

a current command module configured to receive a torque command and output a current command;
a pulse modulation module configured to generate a modulation signal based on the current command, the modulation signal controlling application of voltages to an electric motor, the modulation signal having a series of successive pulses, one or more successive pulses corresponding to a control cycle;
a current prediction module configured to receive a sampled electric current value from the electric motor, the sampled electric current value taken at a sample time during a first control cycle n, predict a value of the electric current at a subsequent time related to an immediately following control cycle n+1 based on the sampled electric current value and a voltage applied to the electric motor during the first control cycle n, the subsequent time being one of a time prior to a start of the immediately following control cycle or a time after the start of the immediately following control cycle, and output the predicted electric current value to the pulse modulation module, the pulse modulation module configured to control the modulation signal based on the predicted electric current value, the current prediction module is configured to predict the value of the electric current based on a model of the electric motor as observed by a reference frame that is stationary with respect to rotation of the electric motor;
and
a converter module configured to receive the modulation signal for the control cycle n+1 and output a voltage signal to the electric motor for the control cycle n+1 based on the modulation signal,
wherein the reference frame is a stationary α,β reference frame, and the current prediction module is configured to predict the value of the electric current based on:
[
I
α
⁡
[
n
+
1
]
I
β
⁡
[
n
+
1
]
]
=
[
I
α
⁡
[
n
]
I
β
⁡
[
n
]
]
+
T
pred
⁡
[
L
+
Δ
⁢
⁢
L
⁢
⁢
cos
⁢
⁢
2
⁢
θ
e
⁡
[
n
]
Δ
⁢
⁢
L
⁢
⁢
sin
⁢
⁢
2
⁢
⁢
θ
e
⁡
[
n
]
Δ
⁢
⁢
L
⁢
⁢
sin
⁢
⁢
2
⁢
θ
e
⁡
[
n
]
L
-
Δ
⁢
⁢
L
⁢
⁢
cos
⁢
⁢
2
⁢
θ
e
⁡
[
n
]
]
-
1
⁢
(
[
V
α
⁡
[
n
]
V
β
⁡
[
n
]
]
-
K
e
⁢
ω
m
⁡
[
n
]
⁡
[
sin
⁢
⁢
θ
e
⁡
[
n
]
cos
⁢
⁢
θ
e
⁡
[
n
]
]
-
R
⁡
[
I
α
⁡
[
n
]
I
β
⁡
[
n
]
]
)
wherein Iα[n] is a α component of the sampled electric current value, Iβ[n] is a β component of the sampled electric current value, Iα[n+1] is a α component of the predicted electric current value, Iβ[n+1] is a β component of the predicted electric current value, Vα[n] is a α component of a command voltage applied to the electric motor during the first control cycle n, Vβ[n] is a β component of the command voltage, ωe[n] is an electrical motor velocity, ωm[n] is a mechanical motor velocity, θe[n] is a motor position,
L
=
L
d
+
L
q
2
,
Δ
⁢
⁢
L
=
L
d
-
L
q
2
,
Ld is a direct component of an inductance of the electric motor, and Lq is a quadrature component of the inductance.

205 more elements

A control system, comprising:

a current command module configured to receive a torque command and output a current command;
a pulse modulation module configured to generate a modulation signal based on the current command, the modulation signal controlling application of voltages to an electric motor, the modulation signal having a series of successive pulses, one or more successive pulses corresponding to a control cycle;
a current prediction module configured to receive a sampled electric current value from the electric motor, the sampled electric current value taken at a sample time during a first control cycle n, predict a value of the electric current at a subsequent time related to an immediately following control cycle n+1 based on the sampled electric current value and a voltage applied to the electric motor during the first control cycle n, the subsequent time being one of a time prior to a start of the immediately following control cycle or a time after the start of the immediately following control cycle, and output the predicted electric current value to the pulse modulation module, the pulse modulation module configured to control the modulation signal based on the predicted electric current value, wherein the current prediction module is configured to predict the value of the electric current based on a slope of the electric current during at least the first control cycle n, and wherein the current prediction module is configured to predict the value of the electric current based on:
i
α
⁡
[
n
+
1
]
=
2
3
⁢
V
D
⁢
⁢
C
L
⁢
(
d
⁡
[
n
]
-
d
⁡
[
n
-
1
]
)
+
2
⁢
⁢
i
α
⁡
[
n
]
-
i
α
⁡
[
n
-
1
]
wherein iα[n] is the sampled electric current value at the control cycle n, iα[n+1] is the predicted electric current value, iα[n−1] is a sampled electric current value at the control cycle n−1, VDC is a command voltage, L is an inductance of the electric motor, d[n] is a duration of a pulse during the first control cycle n, and d[n−1] is a duration of a pulse during the control cycle n−1;
and
a converter module configured to receive the modulation signal for the control cycle n+1 and output a voltage signal to the electric motor for the control cycle n+1 based on the modulation signal.

56 more elements

A control system, comprising:

a current command module configured to receive a torque command and output a current command;
a pulse modulation module configured to generate a modulation signal based on the current command, the modulation signal controlling application of voltages to an electric motor, the modulation signal having a series of successive pulses, one or more successive pulses corresponding to a control cycle;
a current prediction module configured to receive a sampled electric current value from the electric motor, the sampled electric current value taken at a sample time during a first control cycle n, predict a value of the electric current at a subsequent time related to an immediately following control cycle n+1 based on the sampled electric current value and a voltage applied to the electric motor during the first control cycle n, the subsequent time being one of a time prior to a start of the immediately following control cycle or a time after the start of the immediately following control cycle, and output the predicted electric current value to the pulse modulation module, the pulse modulation module configured to control the modulation signal based on the predicted electric current value, wherein the current prediction module is configured to predict the value of the electric current based on a slope of the electric current during at least the first control cycle n, and wherein the current prediction module is configured to predict the value of the electric current based on:
i
α
⁡
[
n
+
1
2
]
=
1
2
⁡
[
2
3
⁢
V
D
⁢
⁢
C
L
⁢
(
d
⁡
[
n
]
-
d
⁡
[
n
-
1
]
)
+
3
⁢
⁢
i
α
⁡
[
n
]
-
i
α
⁡
[
n
-
1
]
]
wherein iα[n] is a sampled electric current value at the control cycle n, iα[n+1/2] is the predicted electric current value at a half step of the control cycle n+1, iα[n−1] is a sampled electric current value at the control cycle n−1, VDC is a command voltage, L is an inductance of the electric motor, d[n] is a duration of a pulse during the first control cycle n, and d[n−1] is a duration of a pulse during the control cycle n−1;
and
a converter module configured to receive the modulation signal for the control cycle n+1 and output a voltage signal to the electric motor for the control cycle n+1 based on the modulation signal.

62 more elements

A method of controlling an electric motor, comprising:

receiving a torque command and outputting a current command by a current command module;
generating a modulation signal by a pulse modulation module based on the current command, the modulation signal controlling application of voltages to an electric motor, the modulation signal having a series of successive pulses, one or more successive pulses corresponding to a control cycle;
receiving a sampled electric current value from the electric motor by a current prediction module, the sampled electric current value taken at a sample time during a first control cycle n;
predicting a value of the electric current at a subsequent time related to an immediately following control cycle n+1 based on the sampled electric current value and a voltage applied to the electric motor during the first control cycle n, the subsequent time being one of a time prior to a start of the immediately following control cycle or a time after the start of the immediately following control cycle, predicting the value of the electric current is based on a model of the electric motor as observed by a reference frame that is stationary with respect to rotation of the electric motor;
and
controlling the modulation signal based on the predicted electric current value, and outputting a voltage signal to the electric motor for the control cycle n+1 based on the modulation signal,
wherein the reference frame is a stationary α,β reference frame, and predicting the value of the electric current is based on:
[
I
α
⁡
[
n
+
1
]
I
β
⁡
[
n
+
1
]
]
=
[
I
α
⁡
[
n
]
I
β
⁡
[
n
]
]
+
T
pred
⁡
[
L
+
Δ
⁢
⁢
L
⁢
⁢
cos
⁢
⁢
2
⁢
θ
e
⁡
[
n
]
Δ
⁢
⁢
L
⁢
⁢
sin
⁢
⁢
2
⁢
⁢
θ
e
⁡
[
n
]
Δ
⁢
⁢
L
⁢
⁢
sin
⁢
⁢
2
⁢
θ
e
⁡
[
n
]
L
-
Δ
⁢
⁢
L
⁢
⁢
cos
⁢
⁢
2
⁢
θ
e
⁡
[
n
]
]
-
1
⁢
(
[
V
α
⁡
[
n
]
V
β
⁡
[
n
]
]
-
K
e
⁢
ω
m
⁡
[
n
]
⁡
[
sin
⁢
⁢
θ
e
⁡
[
n
]
cos
⁢
⁢
θ
e
⁡
[
n
]
]
-
R
⁡
[
I
α
⁡
[
n
]
I
β
⁡
[
n
]
]
)
wherein Iα[n] is a α component of the sampled electric current value, Iβ[n] is a β component of the sampled electric current value, Iα[n+1] is a α component of the predicted electric current value, Iβ[n+1] is a β component of the predicted electric current value, Vα[n] is a α component of a command voltage applied to the electric motor during the first control cycle n, Vβ[n] is a β component of the command voltage, ωe[n] is an electrical motor velocity, to ωe[n] is a mechanical motor velocity, θe[n] is a motor position,
L
=
L
d
+
L
q
2
,
Δ
⁢
⁢
L
=
L
d
-
L
q
2
,
Ld is a direct component of an inductance of the electric motor, and Lq is a quadrature component of the inductance.

206 more elements

A method of controlling an electric motor, comprising:

receiving a torque command and outputting a current command by a current command module;
generating a modulation signal by a pulse modulation module based on the current command, the modulation signal controlling application of voltages to an electric motor, the modulation signal having a series of successive pulses, one or more successive pulses corresponding to a control cycle;
receiving a sampled electric current value from the electric motor by a current prediction module, the sampled electric current value taken at a sample time during a first control cycle n;
predicting a value of the electric current at a subsequent time related to an immediately following control cycle n+1 based on the sampled electric current value and a voltage applied to the electric motor during the first control cycle n, the subsequent time being one of a time prior to a start of the immediately following control cycle or a time after the start of the immediately following control cycle, wherein predicting the value of the electric current is based on a slope of the electric current during at least the first control cycle n, and wherein the current prediction module is configured to predict the value of the electric current based on:
i
α
⁡
[
n
+
1
2
]
=
1
2
⁡
[
2
3
⁢
V
D
⁢
⁢
C
L
⁢
(
d
⁡
[
n
]
-
d
⁡
[
n
-
1
]
)
+
3
⁢
⁢
i
α
⁡
[
n
]
-
i
α
⁡
[
n
-
1
]
]
wherein iα[n] is the sampled electric current value at the control cycle n, iα[n+1/2] is the predicted electric current value at a half step of the control cycle n+1, iα[n−1] is a sampled electric current value at the control cycle n−1, VDC is a command voltage, L is an inductance of the electric motor, d[n] is a duration of a pulse during the first control cycle n, and d[n−1] is a duration of a pulse during the control cycle n−1;
and
controlling the modulation signal based on the predicted electric current value, and outputting a voltage signal to the electric motor for the control cycle n+1 based on the modulation signal.

63 more elements

Current prediction for delay compensation in motor control systems

Life of this patent

Current prediction for delay compensation in motor control systems

Life of this patent

Abstract

Claims12