decoupled vector control scheme for dual three-phase permanent magnet synchronous machines
TRANSCRIPT
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1
.
Abstract—Dual three-phase electric machines have many ad-
vantages compared with conventional three-phase machines.
However, the properties of such machines present challenges for
current control that make it difficult to produce sufficient per-
formance for the electric drive. This paper introduces an im-
proved vector control scheme for dual three-phase permanent
magnet synchronous machines. The study includes detailed solu-
tions for key parts of the control such as reference frame trans-
formations, decoupling of the current control loops, and modula-
tion. The performance of the suggested control scheme is evaluat-
ed using finite-element analyses and experimental results. The
results show that the scheme can produce desired dynamics for
the current control and guarantees balanced current sharing be-
tween the winding sets. In addition, the proposed solution is ca-
pable of reducing current harmonics produced by the internal
structure of the machine. This problem is, however, only partly
solved since complete elimination of harmonic components is not
achieved. Nevertheless, the suggested control scheme overcomes
many of the disadvantages found with other control solutions.
Improved control performance allows the full benefits of dual
three-phase drives to be utilized even in demanding applications.
Index Terms—current control, multiphase, modulation, voltage
source inverter
I. INTRODUCTION
ULTIPHASE electric machines have become a subject
of significant interest over the last two decades [1], [2].
The increased attention among researchers and industry to
machines with more than three phases results from the possi-
bility to achieve notable improvements in various aspects of
performance compared with the use of conventional three-
phase electric machine drives. Significant advantages of multi-
phase machines include: reduced torque pulsation [3], reduced
harmonic content of the DC link current [4], potentially higher
efficiency [3], [5], reduced power per phase, and greatly im-
proved reliability as a result of higher fault tolerance [6], [7].
.Manucscript received December 13, 2012; revised February 22, 2013 and
March 28, 2013; accepted May 21, 2013.
Copyright © 2013 IEEE. Personal use of this material is permitted. How-
ever, permission to use this material for any other purposes must be obtained
from the IEEE by sending a request to [email protected].
The authors are with the Department of Electrical Engineering, Lap-
peenranta University of Technology, 53850 Lappeenranta, Finland (e-mail:
a1
a2b2
b1
c2
c1
30°
θr
Fig. 1. Dual three-phase permanent magnet synchronous machine. Two sets
of three-phase windings spatially shifted by 30 electrical degrees share the
same stator frame but are galvanically isolated from each other (separate
neutral points). Rotor angle θr refers to the angle between the direct axis of
the rotor and the magnetic axis of phase a1.
One of the most common multiphase machine structures is
the dual three-phase machine [2]. Dual three-phase machines
have two sets of three-phase stator windings spatially shifted
by 30 electrical degrees with isolated neutral points. Fig. 1
shows this configuration, which is also known in the literature
as an asymmetrical six-phase machine, a split-phase machine
or a double-star machine. Dual three-phase machines offer a
good compromise between additional complexity and potential
benefits, and make integration with conventional three-phase
technology relatively simple, which may explain the popularity
of this machine type.
In addition to scientific interest, dual three-phase machines
have also shown their effectiveness in practice. Dual three-
phase synchronous machines have been successfully used in
ship propulsion drives [8] and high-power turbo-compressors
[9]. It has been reported that dual three-phase permanent mag-
net synchronous machines (PMSM) are a particularly advanta-
geous alternative in wind power systems [10], [11] although
much lower power applications as found in more-electric air-
Decoupled Vector Control Scheme for Dual
Three-Phase Permanent Magnet Synchronous
Machines
Jussi Karttunen, Samuli Kallio, Pasi Peltoniemi, Pertti Silventoinen, and Olli Pyrhönen
M
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2
craft [12] and electric vehicles [13] have also been proposed.
These wide ranging applications demonstrate the practical
value of research of dual three-phase PMSMs and their con-
trol.
An effective control scheme is an essential part of dual
three-phase PMSM drives and improvements in control can
greatly benefit the performance of the drive and consequently
the whole application. However, control of dual three-phase
machines is more challenging than control of conventional
three-phase machines because of the magnetic coupling be-
tween the winding sets, which complicates the dynamics of the
system. Further challenges are caused by unbalanced current
sharing between the winding sets [4], [14] and current harmon-
ics [15]–[17].
Various control schemes for dual three-phase machines have
been suggested in the literature. One approach for modeling
and control is a double d-q winding representation [2]. This
approach replaces both three-phase winding sets with equiva-
lent d-q windings, resulting in two pairs of d-q equations.
Many examples of vector control schemes using the double d-
q approach can be found for dual three-phase induction ma-
chines (IMs) [4], [16] and PMSMs [18], [19]. Our previous
study showed, however, that the double d-q approach causes
complex cross coupling between the two pairs of d-q stator
voltage equations that is very difficult to eliminate in PMSM
drives [20]. As a consequence, good dynamic performance is
hard to achieve using such vector control schemes.
An alternative modeling and control approach is the vector
space decomposition (VSD) method [15], which does not suf-
fer from such difficult cross coupling problems. Although
VSD itself has proven to be extremely useful, the original
VSD vector control scheme [15] has drawbacks such as the
inability to guarantee balanced current sharing between the
winding sets. Since its introduction, VSD based vector control
schemes with different modifications and improvements have
been suggested for dual three-phase IMs [14], [21] and
PMSMs [10]. In [10], for example, an additional pair of cur-
rent controllers is added to the original VSD control scheme,
which could in theory solve the imbalance problem [1]. How-
ever, in the case discussed, the solution may not work very
well in practice because the added current controllers (PI)
were placed in the stationary reference frame where simple PI
controllers cannot achieve zero steady state error for the fun-
damental component. Other suggested vector control schemes
demonstrate similar or other limitations.
Another potential way of realizing high performance drive
control is direct torque control (DTC). DTC schemes using the
VSD approach have been presented for dual three-phase IMs
[22], [23] and, using the double d-q approach, for synchronous
machines [8]. However, hysteresis based control can produce
low-frequency voltage harmonics, which makes it less suitable
for dual three-phase drives. Some DTC schemes have conse-
quently suffered from major problems, especially with current
harmonics [1]. Nevertheless, some versions of presented DTC
schemes have demonstrated feasibility even in commercial use
[8]. Thus, while DTC may not be the best alternative for all
dual three-phase machines, some versions clearly are usable.
Although vector control and DTC have traditionally been
the most commonly used control schemes in PMSM drives, it
is worth considering other alternatives. Recently, utilization of
predictive current control has been proposed for dual three-
phase IMs [24], [25]. Predictive strategies use a system model
to predict optimal switching states for the converter. The pre-
diction requires intensive computation and relies heavily on
the accuracy of the system model and its parameters. Lack of
tolerance for parameter errors and non-idealities not covered
by the system model (e.g., back-EMF harmonics) can therefore
cause problems in dual three-phase PMSM drives.
The above brief review of control schemes for dual three-
phase machines shows that improvements are required in the
areas of dynamic performance, robustness, and control of cur-
rent balance and harmonics. Thus, further investigation is
needed in this field and better control solutions should be de-
veloped.
The aim of this paper is to develop an improved vector con-
trol scheme for dual three-phase PMSMs. The objective of the
control scheme is to offer excellent dynamic performance and
guarantee balanced current sharing between the winding sets.
In addition, the control scheme should reduce (or preferably
eliminate) internally generated current harmonics caused by
the PMSM itself and no additional low frequency current har-
monics should be produced from the converter side. The study
includes detailed solutions for reference frame transfor-
mations, the machine model, model-based selection of parame-
ters for current control, decoupling of the current control
loops, and modulation.
The proposed control scheme is based on a recent machine
model [26] that has not previously been used for control pur-
poses. Thus, this paper takes into account the latest develop-
ments in modeling of dual three-phase PMSMs. The novelty of
the control scheme is to perform the current control and modu-
lation in different reference frames: the first reference frame
(adopted from [26]) resembles the VSD approach and the sec-
ond is a conventional d-q frame. This solution makes it possi-
ble to obtain high-performance current control using well-
established techniques for conventional three-phase PMSMs
and, at the same time, it provides the means for solving charac-
teristic problems of dual three-phase machines, such as bal-
anced current sharing and current harmonics. The performance
of the suggested vector control scheme is verified by compre-
hensive finite-element analysis (FEA) and experimental stud-
ies.
The rest of this paper is structured as follows: Section II
presents the machine model that forms the basis for the control
scheme. Section III describes the control scheme. Section IV
provides an analysis of the performance of the scheme using
the finite-element method (FEM). Finally, Section V presents
experimental results and Section VI offers conclusions.
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3
D1 D2
Q2Q1
d-q reference frames
d1
q1
iq2
iq1
id1 id2
iQ2iQ1
iD1 iD2
LQ2LQ1
LD1 LD2
Lq
Ld Md
Mq
d2
q2
iq2
iq1
id1id2
Ld Md
Mq
Lq
D-Q reference frames
Fig. 2. Conventional d-q reference frames (d1-q1 for the first winding set and
d2-q2 for the second winding set) compared with D-Q reference frames used
in this paper. The D-Q approach provides much simpler representation of the
machine which can greatly benefit the control. Mutual inductance terms Md
and Mq describe the coupling between the frames in the d-q approach.
II. MACHINE MODEL
From the perspective of the control scheme, the machine
model should adequately describe the dynamics of the system
as simply as possible. As was noted in the introduction, VSD
type approaches satisfy this requirement. Previous VSD based
vector control schemes for dual three-phase PMSMs [10] have
used the original VSD approach [15] to model the machine.
Recently, however, improvements have been made in the field
of modeling of PMSMs [26] that can benefit the control.
Therefore, the machine model for salient pole dual three-phase
PMSMs introduced in [26] is used in this paper. The machine
model is based on the following transformation matrices:
0
1
1
0
1
0
0
1
3
1
2
3
21
21
2
3
2
3
21
21
2
3
21
2
3
2
3
21
21
2
3
2
3
21
rotDQ TT (1)
rr
rr
rr
rr
rot
cossin00
sincos00
00cossin
00sincos
T (2)
where θr is the rotor angle (see Fig. 1). Since zero sequence
components cannot flow, they are neglected from the trans-
formation. The transformation matrix (1) consists of the sta-
tionary frame decoupling matrix and the rotation matrix (2).
Using (1) transforms the original phase-variable presenta-
tion of the machine into two decoupled two-axis synchronous
reference frames. Thus, applying (1) to the phase currents
Tc22b2a1c1b1aDQ
Q2
D2
Q1
D1
iiiiii
i
i
i
i
T
(3)
gives four independent current components to be controlled
in two separate reference frames. These reference frames are
called D1-Q1 and D2-Q2 in this paper. Capital lettering is
used to distinguish them from conventional three-phase d-q
reference frames (i.e., rotor reference frames). Fig. 2 clari-
fies the difference between the reference frames. It can be
seen that the D-Q approach provides a much simpler repre-
sentation of the machine. The transformation matrix (11)
describes mathematically the connection between the d-q
and D-Q frames. Advantages of the D-Q approach are de-
tailed below. Further information about both approaches can
be found in [20] and [26].
The D1-Q1 and D2-Q2 reference frames are totally decou-
pled with respect to each other, which yields a very simple
form for the machine equations. It is assumed in the model-
ing that there is no saturation, that the machine structure is
symmetrical, and that the winding distributions are sinusoi-
dal. In addition, higher order harmonics and iron losses are
neglected. Under these assumptions, the stator flux linkage
equation is
0
0
0
3
000
000
000
000PM
Q2
D2
Q1
D1
Q2
D2
Q1
D1
Q2
D2
Q1
D1
i
i
i
i
L
L
L
L
(4)
where LD1 to LQ2 are the synchronous inductances of the
PMSM and ψPM is the PM flux linkage. A detailed description
of calculation of the parameters of the machine model can be
found in [26].
It can be seen from (4) that the inductance matrix of the ma-
chine has no off-diagonal inductance terms, which means that
no coupling exists between the reference frames. In addition,
coupling between the stator and rotor occurs only in the D1-Q1
reference frame. Thus, all the electromechanical energy con-
version must be described by this reference frame and current
components in the D2-Q2 reference frame cannot affect the air-
gap flux. On the other hand, Fig. 2 shows that modeling the
machine using the double d-q approach results in both refer-
ence frames (d1-q1 and d2-q2) having coupling between each
other and between the rotor and stator. These additional cou-
plings are the fundamental problem of the double d-q ap-
proach.
The transformation matrix (1) also has the property that the
fundamental component and the harmonics of the order (12n ±
1, n = 1, 2, 3…) are mapped into the D1-Q1 reference frame
and the harmonics of the order (6n ± 1, n = 1, 3, 5…) are
mapped into the D2-Q2 reference frame. This condition, how-
ever, holds only in a perfectly symmetrical situation. Any im-
balance between the winding sets causes the fundamental
components and all the harmonics to appear in both reference
frames.
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4
For current control, the most important equations of the ma-
chine are the stator voltage equations. Based on (4), the stator
voltage equations in the D1-Q1 reference frame are
PMD1D1
Q1
Q1Q1sQ1
Q1Q1D1
D1D1sD1
3d
d
d
d
iLt
iLiRu
iLt
iLiRu
(5)
and in the D2-Q2 reference frame
D2D2
Q2
Q2Q2sQ2
Q2Q2D2
D2D2sD2
d
d
d
d
iLt
iLiRu
iLt
iLiRu
(6)
where ω is the electrical angular speed of the rotor and Rs is
the stator resistance. The first set (5) is similar to the corre-
sponding pair of stator voltage equations for a three-phase
PMSM. The second set (6) differs from (5) only by the miss-
ing back-EMF term. Thus, the used modeling approach offers
simple dynamic equations for dual three-phase PMSMs. Fur-
thermore, the similarities with conventional three-phase equa-
tions suggest that existing control solutions for conventional
three-phase PMSM drives may also be successfully used with
this machine type.
Last part of the machine modeling is the torque equation
which can be straightforwardly derived using a similar proce-
dure as for conventional three-phase machines [26]. The elec-
tromagnetic torque Te produced by dual three-phase PMSMs
can be calculated from
Q1D1Q1D1Q1PMe 3 iiLLipT (7)
where p is the number of pole pairs.
III. VECTOR CONTROL
A. Control challenges
Similarly to conventional three-phase machines, the main
idea of vector control for dual three-phase PMSMs is that the
D1-axis stator current iD1 and the Q1-axis stator current iQ1 can
be controlled independently (providing independent control of
flux and torque). In voltage source inverter (VSI) fed drives,
the stator current components are controlled by controlling the
stator voltage components of the machine. However, cross
coupling exists between the stator voltage equations (5), and
consequently, the D1-axis voltage component uD1 also affects
iQ1 and the Q1-axis component uQ1 affects iD1. The D2-Q2 refer-
ence frame equations (6) are similarly coupled. Therefore, the
stator voltage components uD1, uQ1, uD2, and uQ2 and the corre-
sponding stator current components cannot be considered as
simple single-input single-output systems.
The stator currents iD1 and iQ1 can be independently con-
trolled (so called decoupled current control) by decoupling the
stator voltage equations. As a result of the choice of the cur-
rent control reference frame (1), this cross coupling problem is
identical with conventional three-phase PMSMs and can be
easily solved [27].
Some problems of dual three-phase machines are not en-
countered with conventional three-phase drives. A good exam-
ple is the challenging feature of easily occurring large stator
current harmonics [1], [14], [28]. The reason for this major
drawback is that the stator current harmonics of the order (6n
± 1, n = 1, 3, 5…) are limited only by the very small stator
leakage impedance [15], [16]. Therefore, even small excitation
of these components can lead to significant corresponding cur-
rent harmonics. In an ideal case, these harmonics do not affect
the air-gap flux and thus have no impact on torque pulsation.
However, they cause additional losses and consequently
should be avoided [16], [28].
Dual three-phase PMSMs have two main sources for stator
current harmonics. The first source is the supplying inverters
[15], [16], [28], [29]. VSIs can cause large stator current har-
monics if the supplied voltage contains harmonic components
of the order (6n ± 1, n = 1, 3, 5…). Thus, the modulated volt-
age waveform should not contain unwanted low frequency
voltage harmonics. Such harmonics are usually negligible if
the modulation method is working properly.
The second source is the internal structure of the PMSM it-
self [17], [20]. Permanent magnets may not produce pure si-
nusoidal flux distribution, and rotor saliency, pole shape and
possible magnetic saturation can cause harmonics in the air-
gap flux [17]. These non-idealities can be a major problem in
dual three-phase PMSMs because they can easily produce
large internally generated current harmonics. This issue was
clearly demonstrated in our previous study [20].
Current harmonics caused by non-sinusoidal air-gap flux
can be reduced by intentionally feeding the right combination
of supply voltage harmonics to the machine, as shown later in
this paper. This action differs from the usual desire for perfect-
ly sinusoidal line-to-line supply voltage and requires that the
modulation scheme can produce harmonic voltage components
in the D2-Q2 reference frame.
Voltage components in the D2-Q2 reference frame are also
necessary for controlling the current sharing between the wind-
ing sets. The properties of the winding configuration mean that
the best torque quality, stator MMF waveform and efficiency
of a dual three-phase PMSM are achieved when equal currents
flow through both winding sets. However, small inherent
asymmetries between the winding sets and between the VSIs
can cause unbalanced current sharing [4], [18]. This problem
is well-known in the literature and its established solution is to
use as many current controllers in the control scheme as there
are independent current components in the machine (four in
this case) [1].
To gain the desired advantage from four current controllers,
the modulation method has to be able to produce independent
voltage vectors in both reference frames (D1-Q1 and D2-Q2). In
this way, the winding sets can be supplied with voltages of
different magnitudes and phase shift other than 30 degrees, a
requirement needed to compensate the asymmetries.
Most of the challenges in control of dual three-phase ma-
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5
chines are related to issues with current. Currents are directly
controlled variables in vector control schemes and consequent-
ly can be effectively manipulated. This property provides a
very effective way to solve current-related problems and
strongly supports vector control as the recommended control
method for dual three-phase machines.
B. Control scheme and decoupling
The control scheme is based on a conventional solution of
synchronous frame current control using simple PI controllers.
Fig. 3 presents the block diagram of the control scheme. Four
current controllers are used since there are four independent
current components mapped into two decoupled reference
frames: the main reference frame D1-Q1, where torque produc-
tion of the machine is controlled, and the harmonic reference
frame D2-Q2, where the balance between the winding sets and
current harmonics is controlled. Since D2-Q2 is a synchronous
reference frame, any steady state imbalance will be completely
eliminated.
Any current control strategy such as maximum torque per
ampere (MTPA, which is the same as iD1 = 0 for non-salient
pole machines) can be used to calculate the reference currents
in the D1-Q1 frame. The situation is equivalent with the calcu-
lation of reference currents in vector controlled three-phase
PMSM drives. In this paper, the applied MTPA strategy is
based on a direct analytical calculation of optimal reference
currents for given Te using (7) and assuming constant induct-
ance values.
The current components in the D2-Q2 frame indicate either
imbalanced operation or specific current harmonics. Thus, the
reference currents for the D2-Q2 frame should always be zero,
as shown in Fig. 3, since the aim is usually balanced current
sharing and elimination of current harmonics. However, noth-
ing in the control scheme prevents the creation of desired im-
balance and harmonic content by using non-zero references if
some advantage is thereby obtained.
Performance of a simple PI controller based current control
can be greatly improved by eliminating the cross coupling ef-
fects in the stator voltage equations. This decoupling proce-
dure requires that the following decoupling voltage terms are
added to the output of the current controllers
D2D2
decoupling
Q2
Q2Q2
decoupling
D2
PMD1D1
decoupling
Q1
Q1Q1
decoupling
D1
3
iLu
iLu
iLu
iLu
. (8)
Decoupling can be done by feeding the decoupling terms (8)
as positive feedback (measured quantities are used to calculate
the decoupling voltage terms) or as feed-forward (reference
values are used to calculate the decoupling voltage terms) to
the output of the current controllers. In both approaches, the
system should behave from the perspective of the current con-
trol like four independent linear first order systems, thus sim-
plifying the design of the current controllers. An alternative
way of decoupling the current control is multivariable PI con-
trol [30] (also known as vector PI control) which uses integra-
tors to calculate the decoupling terms. This method theoreti-
cally produces the same result as (8) but is more complex, and
hence (8) is used here.
Based on the machine model, the decoupled system in the
D1-Q1 reference frame has transfer functions
sLRsU
sI
sLRsU
sI
Q1Q1Q1
Q1
D1D1D1
D1
1
)(
)(
1
)(
)(
. (9)
Note that Rs is replaced in (9) by apparent D1- and Q1-axis
resistance parameters RD1 and RQ1 to give better match be-
tween the actual voltage-current behavior of the machine and
the transfer functions.
In this paper, the resistance and inductance parameters are
identified from D1- and Q1-axis step responses. For example,
applying UD1 step to the machine while iQ1 current is kept at
zero should theoretically produce a first order response in iD1
current, as can be seen from (5) and (9). The desired parame-
ters can be determined by noting the time constant and steady
state value of the response. Such a test can be easily performed
using the VSIs, the control scheme and current measurements
of the control. Alternatively, an identification method based on
cross coupling voltage terms could be used. Thus, no special
VSI
S7-12
uα2
uβ2
ud2
uq2
PI
PI
uD2*
uQ2*
MTPATe,ref
iD2,ref = 0
a1b1c1
a2b2c2
ωia1, ib1, ic1
iD1
SV-PWM
VSI
S1-6
uα1
uβ1
d-q
α-β
ud1
uq1
θr
De-coupling
D1-Q1
D2-Q2
d-q
α-βd1-q1
d2-q2
PI
PI
uD1*
uQ1*
uD1
uQ1
uD2
uQ2
iD1,ref
iQ1,ref
SV-PWMiQ2,ref = 0
a1
a2
b1
b2
c1
c2
θr
+_
+_
+_
+_
ia2, ib2, ic2 D1-Q1
D2-Q2
θr
iD2
iQ1
iQ2
Fig. 3. Block diagram of the vector control scheme used to control the VSIs. The current control is made simultaneously in two decoupled reference frames
(D1-Q1 and D2-Q2) using PI controllers. MTPA refers to the maximum torque per ampere operating point. SVPWM is a conventional three-phase space
vector modulator. The electrical angular speed ω and the rotor angle θr are obtained from an angle encoder.
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6
knowledge about the machine design is needed to obtain the
parameters.
Assuming that (9) adequately describes the behavior of the
system and machine parameters are accurate, current controller
parameters can be easily designed to give the desired closed
loop response. The model based method in [31] is used here.
Parameters for the Q1-axis PI current controller are calculated
from
Q1
r
iQ1
r
p
9ln,
9lnR
tKL
tK (10)
where Kp is the proportional gain, Ki is the integral gain, and tr
is the desired rise time (from 10 % to 90 %) of the resulting
first order closed loop system. The parameters for the other
current controllers are calculated similarly.
The suggested control scheme offers totally decoupled cur-
rent control where the controllers see the machine as simple
first order systems. Thus, very good dynamic performance and
simple current controller design can be achieved. It should be
noted that achieving the desired dynamic performance is
strongly dependent on the accuracy of the machine parameters
as can be expected for such a model based method. Inaccuracy
in the parameters causes a decrease in the dynamic perfor-
mance but has no effect on steady state operation. Because of
the synchronous frame current control, the control scheme can
provide zero steady state error in terms of constant current
reference tracking even without any knowledge of the parame-
ters of the machine since the integral action eliminates the er-
ror. Overall, the significance of the accuracy of the machine
parameters is similar to that in vector controlled three-phase
PMSM drives, where it appears not to be a major problem.
C. Modulation
The aim of the modulation is to synthesize the required ref-
erence voltage vectors in the D1-Q1 and D2-Q2 reference
frames using a VSI. Thus, four different voltage vector com-
ponents (uD1, uQ1, uD2, and uQ2) are controlled simultaneously
in two decoupled reference frames.
One possibility to achieve this objective is a VSD-type ap-
proach. The original VSD space vector PWM (SVPWM)
strategy was introduced in [15]. Over the last decade, im-
proved versions have been proposed, leading to different con-
tinuous and discontinuous 12-sector [28] and 24-sector [32]
SVPWM strategies. Although some of these VSD SVPWM
strategies have shown good performance [33], they all assume
that a zero average voltage vector is always produced in the
harmonic reference frame. As noted at the beginning of this
section, such a limitation clearly cannot be accepted in dual
three-phase PMSM drives. Thus, these methods cannot be
used in the case discussed in this paper.
Another solution is that both winding sets are supplied by
separate three-phase VSIs which are independently modulated
by conventional three-phase modulation methods. For this
approach, the literature contains examples using carrier [34]
and SVPWM [35] based methods. Unfortunately, these papers
suggest that reference voltage vectors for the modulators al-
ways have equal magnitude and phase shift of 30 degrees. This
restriction is analogous to the major limitation of VSD
SVPWM strategies that a zero average voltage vector is al-
ways produced in the harmonic reference frame. Thus, such a
modulation would lead to an inability to reduce current har-
monics and guarantee balanced current sharing between the
winding sets.
In the case of two independent three-phase modulators,
there is no compelling technical reason to artificially restrict
the modulation this way. Therefore, three-phase modulators
can be used to produce any combination of voltage vectors
within the limits of available DC voltage, thus providing a very
effective modulation strategy, as also noted in [36].
It is suggested in this paper that two conventional three-
phase SVPWM modulators are used for modulation. This solu-
tion requires that the reference voltage vectors in the D1-Q1
and D2-Q2 reference frames are transformed into conventional
three-phase d-q reference frames. The variables in the D1-Q1
and D2-Q2 reference frames have a straightforward connection
to corresponding variables in conventional d-q reference
frames (here d1-q1 for the first winding set and d2-q2 for the
second winding set)
Q2
D2
Q1
D1
q2
d2
q1
d1
0110
1001
0110
1001
3
1
u
u
u
u
u
u
u
u
. (11)
The voltage vectors can easily be transformed from one refer-
ence frame to another using (11). In this way, modulation be-
comes a simple task since voltage vectors in conventional d-q
reference frames are trivial to synthesize using any well-known
three-phase modulation method. The suggested modulation
strategy together with the whole control scheme is illustrated
in Fig. 3.
The combination of the transformation (11) and the two in-
dependent three-phase SVPWM modulators has many advan-
tageous properties. The most obvious one is the ease of im-
plementation. Existing algorithms and tested three-phase mod-
ulation methods can be effectively utilized, which can save
time and trouble. It also makes the method computationally
efficient since years of extensive study and wide usage have
made space vector modulation a very simple task. Further-
more, the suggested control scheme does not require much
computing power because, in addition to modulation, the
scheme contains only simple PI controllers and transfor-
mations between reference frames. Most importantly though,
the proposed modulation method allows fully independent and
exact control of all the required voltage vector components
(uD1, uQ1, uD2, and uQ2) unlike many other solutions presented
in the literature.
IV. FEM RESULTS
Performance of the suggested control scheme was first ana-
lyzed using FEM-Simulink cosimulation. In this cosimulation,
FEM (Cedrat Flux 2-D including skewing) was used to model
the dual three-phase PMSM and the control scheme was im-
plemented in Simulink. The input variables of the FEM based
machine model were the rotor speed and line-to-neutral volt-
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7
ages given by Simulink. From these values, FEM calculated
the electromagnetic torque and stator currents, which were
returned to the control scheme in Simulink, thus closing the
control loops. VSIs were modeled in this case as ideal voltage
sources because of the sample time limitations caused by
FEM.
The FEM machine model itself was based on the same de-
sign as the test machine of the experimental setup used in this
paper (see Table I for parameters). The FEM model was thor-
oughly verified against the real machine. Thus, the perfor-
mance of the control scheme can be reliably evaluated taking
into account the real behavior of the machine but avoiding all
the practical problems in the implementation of the control
scheme. Note that the FEM model was used only as a verifica-
tion tool and treated from the perspective of the control
scheme similarly as a real machine. No information about the
machine design which cannot be known without the FEM
model was utilized in this paper.
In the following cases, the rotational speed of the machine is
the nominal speed 350 r/min unless otherwise stated. The ma-
chine is operated in most of the cases as a generator because of
the limitations of the experimental setup. However, the control
scheme operates equally well in both (motor and generator)
modes since they differ only by the sign of the reference cur-
rents. Thus, all the results presented hold for motor and gener-
ator operation of the machine. Operating conditions in all the
cases were selected to correspond with the experimental tests
presented in the next section.
A. Current harmonics
As mentioned earlier, the internal structure of the dual
three-phase PMSM can be a major source of current harmon-
ics. These harmonics can be reduced by producing compensat-
ing harmonic voltage components in the D2-Q2 reference
frame. The introduced idea is that current harmonics produced
by the machine itself can be eliminated using the D2-Q2 frame
current control. To demonstrate the issue, the upper curve of
Fig. 4 shows the case where current control in the D2-Q2 refer-
ence frame is omitted. In this case, a zero average voltage vec-
tor is always produced in the D2-Q2 reference frame, as pre-
sented in many papers. Large current harmonic components
can be seen because of the inability of the control to compen-
sate the effect of the non-sinusoidal air-gap flux.
As a comparison, Fig. 4 also shows the case (lower curve)
where current control in the D2-Q2 reference frame is operating
as suggested in this paper. A major reduction can be seen in
the magnitude of the current harmonic components (fifth har-
monic reduces 72 % and seventh 77 %). The control scheme is
producing substantial voltage components in the D2-Q2 refer-
ence frame to reduce the current harmonics. The result shows
that intentional feeding of supply voltage harmonics to the
machine can be used to compensate the effect of the non-
sinusoidal air-gap flux, and the basic concept of harmonic
elimination is thus verified.
0 10 20 30 40 50 60 70 80
-30
-20
-10
0
10
20
30
T ime [ms]
Curr
ent
[A]
0 10 20 30 40 50 60 70 80
-30
-20
-10
0
10
20
30
T ime [ms]
Curr
ent
[A]
Fig. 4. Phase current with (lower curve) and without (upper curve) current
control in the D2-Q2 reference frame. Large current harmonic components can
be seen when omitting current control in the D2-Q2 reference frame. Using the
suggested control gives a major reduction in harmonic components. Both
curves have equal fundamental component. The D1-Q1 frame reference cur-
rents are in this case iD1,ref = 0 A and iQ1,ref = -40 A.
It is evident that the current is not pure sinusoidal in the
lower curve of Fig. 4. Thus, the current controllers are able to
reduce the effect of internal non-idealities but not completely
remove them. This outcome is as expected since fixed gain PI
controllers have limited ability to compensate the effect of
sinusoidal disturbances. Without this limitation (e.g., using
resonance controllers), pure sinusoidal phase current could be
produced with this control scheme. An example of using reso-
nance controllers for stator current harmonic control of double
fed induction generator can be found in [37]. Since the fre-
quencies of the major harmonics (5th
and 7th
) are always
known, a similar approach could be applied in the case of this
paper. However, extensive analysis of the solution would be
required, and thus it is left for a future work.
B. Balance
Current control in the D2-Q2 reference frame is also respon-
sible for controlling the balance between the winding sets. The
suggested control scheme can in theory guarantee balanced
current sharing between the winding sets. Performance of the
balance control was tested by intentionally creating asymmetry
in the system by increasing the resistance of one winding set.
A resistance of 4.4 Ω was added, which created very severe
asymmetry.
Fig. 5 presents the currents of phases a1 and a2 with and
without current control in the D2-Q2 reference frame. It can be
seen that the created asymmetry leads to severe imbalance if
current control in the D2-Q2 reference frame is not used. Use
of current control in the D2-Q2 reference frame, on the other
hand, results in symmetrical loading.
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8
0 10 20 30 40 50 60 70 80
-30
-20
-10
0
10
20
30
T ime [ms]
Curr
ent
[A]
0 10 20 30 40 50 60 70 80
-20
-10
0
10
20
T ime [ms]
Curr
ent
[A]
Fig. 5. Currents of phases a1 and a2 when system has asymmetry. Current
control in the D2-Q2 reference frame is omitted in the upper curve. The lower
curve shows the result using the control scheme. The suggested method pro-
vides balanced current sharing. Both cases produce same average electromag-
netic torque. Reference currents are iD1,ref = -3.5 A and iQ1,ref = -30 A.
A further test of the control scheme under asymmetrical con-
ditions is presented in Fig. 6. In this case, the constant torque
reference giving nominal current of the machine is requested
from the control. Rotational speed of the machine is changed
from 350 r/min to -350 r/min linearly during a 1 s period. The
machine operates the first half of the test as a motor and the
second half as a generator. Fig. 6 shows that constant torque is
produced under the continuous speed transient state despite
asymmetries. It can be seen that balanced current sharing is
achieved through the whole speed range. Voltage commands
for modulators show that the VSIs supply the first and second
three-phase winding sets with significantly different voltages
to compensate the asymmetry. The tests show that the suggest-
ed control scheme can offer balanced current sharing under a
wide range of operating conditions.
C. Dynamic performance
The dynamic performance of the suggested control scheme
was tested using step responses of the iQ1 current. During this
test, the iD1 current was kept at zero and the iQ1 current refer-
ence was changed from zero to -30 A. Parameters of the cur-
rent control were dimensioned using (10) to give first order
responses with rise times tr from 5ms to 20 ms. It can be seen
from the results given in Fig. 7 that the closed loop step re-
sponses are as desired. Responses have the shape of the first
order system and they accurately follow the rise time specifica-
tion of the current control. Thus, the decoupling scheme with
model based design of the control parameters clearly works as
intended.
It should be noted that the DC link voltage level of the VSIs,
0 0.2 0.4 0.6 0.8 1
-400
-200
0
200
400
T ime [s]
Speed [
rpm
]
0 0.2 0.4 0.6 0.8 1-20
0
20
40
60
T ime [s]
Curr
ent
[A]
iD1
iQ1
0 0.2 0.4 0.6 0.8 1-40
-20
0
20
40
T ime [s]
Curr
ent
[A]
ia1
ia2
0 0.2 0.4 0.6 0.8 1
-200
0
200
400
T ime [s]
Volt
age [
V]
u
d1 u
q1 u
d2 u
q2
Fig. 6. Rotational speed, D1 and Q1-axis currents, a1 and a2 phase currents,
and voltage commands in conventional d-q reference frames given to the
SVPWM modulators when the system has asymmetry. The suggested method
provides balanced current sharing through whole speed range. Note that bal-
anced current sharing does not mean that currents of phases a1 and a2 should
be equal at standstill (0 rpm, 0.5 s).
the switching frequency of the VSIs, and the sample time of
the control loops set limitations for the speed of the response.
Nevertheless, the results with different rise time specifications
show that when these limitations are not exceeded, the control
scheme can produce the desired dynamics for the current con-
trol.
Using a maximum torque per ampere (MTPA) current con-
trol strategy with salient pole machines as presented in Fig. 3
causes both currents (iD1 and iQ1) to change simultaneously
during torque changes. Because of the decoupling between the
current control axes, iD1- and iQ1-currents can in theory be con-
trolled independently, thus enabling fast simultaneous current
changes without disturbances between axes. Good dynamic
performance also includes that changes in rotational speed do
not cause substantial changes in currents and torque.
Operation of the control scheme under these conditions is
presented in Fig. 8, which shows the iD1- and iQ1-currents and
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9
0 10 20 30 40 50 600
5
10
15
20
25
30
T ime [ms]
Curr
ent
[A]
tr = 5 ms
tr = 10 ms
tr = 15 ms
tr = 20 ms
Fig. 7. Step response of the iQ1 current with different rise time tr specifica-
tions of current control. Actual rise times of the currents (4.8 ms, 10.2 ms,
15.2 ms, and 20.4 ms) correspond well with the specifications. In addition,
responses have the desired shape of the first order system. The dashed line
represents the reference current. In the figure, the sign of the currents is re-
versed from the actual values (generator operation).
0 50 100 1500
10
20
30
40
50
T ime [ms]
Curr
ent
[A]
iD1
iQ1
0 50 100 1500
200
400
600
800
T ime [ms]
Torq
ue [
Nm
]
Te
Fig. 8. Torque step giving nominal current of the machine. Presented torque
is given by FEM. The control scheme uses the MTPA current control strategy.
Dynamic performance remains good despite simultaneous change of both
currents. Torque quite accurately has the dimensioned 10 ms rise time (actual
value 9.7 ms). After the step (t = 100 ms), the rotational speed of the machine
is halved from the nominal value. This major speed change causes only minor
changes in currents and torque. The dashed lines represent the reference cur-
rents. In the figure, the sign of the currents and torque is reversed from the
actual values (generator operation).
torque of the machine. In Fig. 8, the control scheme is first fed
by the torque reference step giving the nominal current of the
machine. After the step, the rotational speed of the machine is
halved (linearly during a 10 ms period) from the nominal val-
ue. The control scheme again shows desired performance since
the torque response using the MTPA current control strategy is
only slightly faster (tr = 9.7 ms) than the dimensioned value (tr
= 10 ms) and only minor disturbances can be seen when the
rotational speed changes. Note that different control parame-
ters were used compared with Fig. 7 because of changes in the
machine parameters caused by saturation.
V. EXPERIMENTAL RESULTS
The experimental setup consisted of two three-phase VSIs with
a common DC link, a commercial active front end (AFE), a 25
kW salient pole dual three-phase PMSM, and a 180 kW DC
machine drive for loading the PMSM. Table I presents the
parameters of the PMSM. The VSIs operate at a 5 kHz switch-
ing frequency. The setup includes an encoder for the rotor an-
gle feedback. Control of the VSIs is implemented in a
dSPACE platform. In addition, a DSP/FPGA card is used for
VSI
VSI
G MAFE
PC dSPACEDSP/
FPGA
User
interface S7-12
S1-6
S7-12
S1-6
DC link θr
ia2,b2,c2 ia1,b1,c1
Fig. 9. Schematic of the experimental setup. The dual three-phase PMSM
operates as a generator rotated by the DC machine drive. Two three-phase
VSIs supply the dual three-phase PMSM. The VSIs have a common DC link
and are controlled by the dSPACE platform. The AFE feeds the generated
power back to the grid. TABLE I
MACHINE PARAMETERS
Nominal power Pn 25 kW
Nominal current In 22.5 A
Nominal voltage Un 380 V
Nominal speed nn 350 rpm
Number of pole pairs p 4
Slots per pole per phase q 1
Stator skewing 1 slot
Stator resistance Rs 0.53 Ω
PM flux linkage ψPM 2.06 Wb
LD1, LQ1, LD2, LQ2, 31 mH, 42 mH, 7 mH, 8 mH
signal processing. Fig. 9 presents the schematic of the experi-
mental setup.
The performance of the suggested control scheme was ex-
perimentally verified by repeating the FEM-Simulink cosimu-
lation cases (current harmonics, balanced current sharing, and
dynamic performance) with the setup. In addition, it was inves-
tigated how asymmetry in the system affects decoupling of the
current control loops. A test with speed control covering a
wider range of operating points was also conducted.
Reduction of current harmonics is presented in Fig. 10. The
results are again shown with and without current control in the
D2-Q2 reference frame to clearly demonstrate the difference.
Large current harmonic components can be seen when a zero
average voltage vector is produced in the D2-Q2 reference
frame, and a notable reduction (fifth harmonic reduces 60 %
and seventh remains the same) is achieved by using the current
control. The reduction is much smaller than with FEM since
the current controllers have lower gains at the harmonic fre-
quencies because of limitations in the experimental setup.
To verify the balance control, asymmetry had to be inten-
tionally created because the experimental setup does not inher-
ently have asymmetries that would lead to significantly unbal-
anced current sharing between the winding sets. The asym-
metry needed was created by adding resistances (4.4 Ω, the
lowest available option in the laboratory) between the machine
and the VSI of the second winding set. Fig. 11 presents the
currents of phases a1 and a2 with and without current control in
the D2-Q2 reference frame. It can be seen that even severe im-
balance can be corrected with the suggested control scheme.
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10
0 10 20 30 40 50 60 70 80
-30
-20
-10
0
10
20
30
T ime [ms]
Curr
ent
[A]
0 10 20 30 40 50 60 70 80
-30
-20
-10
0
10
20
30
T ime [ms]
Curr
ent
[A]
Fig. 10. Phase current with (lower curve) and without (upper curve) current
control in the D2-Q2 reference frame. Large current harmonic components can
be seen when omitting current control in the D2-Q2 reference frame. Use of
the suggested control scheme results in a notable reduction in harmonic com-
ponents. Both curves have equal fundamental component. The D1-Q1 frame
reference currents are in this case iD1,ref = 0 A and iQ1,ref = -40 A.
0 10 20 30 40 50 60 70 80
-30
-20
-10
0
10
20
30
T ime [ms]
Curr
ent
[A]
0 10 20 30 40 50 60 70 80
-20
-10
0
10
20
T ime [ms]
Curr
ent
[A]
Fig. 11. Currents of phases a1 and a2 when the system has asymmetry. Cur-
rent control in the D2-Q2 reference frame is omitted in the upper curve. The
lower curve shows the result using the control. The suggested method pro-
vides balanced current sharing. Both cases produce the same average electro-
magnetic torque. Reference currents are iD1,ref = -3.5 A and iQ1,ref = -30 A.
The dynamic performance was evaluated using the step re-
sponse of the iQ1 current. A zero reference was given for the
iD1 current and -30 A for iQ1. Current controllers were again
dimensioned to give first order responses with rise times tr
0 10 20 30 40 50 600
5
10
15
20
25
30
T ime [ms]
Curr
ent
[A]
tr = 5 ms
tr = 10 ms
tr = 15 ms
tr = 20 ms
Fig. 12. Step response of the iQ1 current with different rise time tr specifica-
tions of current control. Actual rise times of the currents (3.2 ms, 8.3 ms, 13.0
ms, and 19.1 ms) correspond adequately with the specifications and responses
have the desired shape of the first order system. The dashed line represents
the reference current. In the figure, the sign of the currents is reversed from
the actual values (generator operation).
0 0.5 1 1.5
-30
-20
-10
0
T ime [s]
Curr
ent
[A]
iD1
iQ1
iD2
iQ2
Fig. 13. Step responses of the iD1, iQ1, iD2, and iQ2 currents when the system
has asymmetry. The dashed line represents the reference current. Severe
asymmetry causes minor coupling between the current control axes. The
disturbances between the axes are quickly eliminated by the current control
thus enabling nearly independent control of the currents even in asymmetrical
conditions.
0 0.5 1 1.5 2 2.5 30
100
200
300
T ime [s]
Rota
tional
speed [
rpm
]
0 0.5 1 1.5 2 2.5 3-20
0
20
40
60
T ime [s]
Curr
ent
[A]
i
D1
iQ1
Fig. 14. Rotational speed and D1-Q1 reference frame currents of the machine
in the speed control test case. The dashed line shows the reference speed
curve. Acceleration speed is limited by the current limit as can be seen. Load
torque is 170 Nm. In this case, the machine operates most of the time as a
motor. A short period of generator operation can be seen during the decelera-
tion phase. The control scheme provides fast and accurate current control
independent from rotational speed.
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11
from 5 ms to 20 ms. Fig. 12 shows the results. The control
scheme presents good dynamic performance, although the ac-
tual rise times of the currents are somewhat shorter than the
specified values. Deviation from the desired performance is
caused by issues such as the increase in the DC link voltage
level (AFE is not able to maintain constant DC voltage be-
cause of the fast increase in power generation) which are not
taken into account in the modulation. In addition, the DC ma-
chine drive is not capable of maintaining constant rotational
speed during rapid torque changes. As a result, the speed de-
creases 10 % – 20 % during the steps in Fig. 12. These prob-
lems impair performance compared with the perfect result in
the FEM-Simulink cosimulation and are also the reason why
the size of the step is limited to 30 A.
Obviously, the desired rise time specifications could have
been achieved precisely, despite the practical problems, by
fine-tuning the control parameters. However, this was not done
here (or with the FEM results) because the main aim is to
demonstrate direct use of (10) in the design of current control-
lers. The results clearly show that the suggested method works
satisfactorily.
Previous results have shown that the control scheme pro-
vides fully decoupled current control with the desired dynamic
performance when the machine parameters are accurately
known and the system has no asymmetry. However, an asym-
metry caused by, for example, the difference in the stator re-
sistances of the winding sets results in additional cross cou-
plings between the current control axes. The machine model
does not take into account such coupling which must thus be
actively eliminated by the current controllers. The conse-
quences of this issue are illustrated in Fig. 13 which presents
the dynamic performance of the control scheme when system
has asymmetry. Note that the asymmetry was very severe (see
Fig. 11) and control parameters of a symmetrical case were
used. It can be seen in Fig. 13 that a rapid change in the cur-
rent of one axis causes a minor change in the current of anoth-
er axis. The disturbances between the axes are relatively small
and they are quickly eliminated by the current control. In addi-
tion, it can be seen that the asymmetry causes a decrease in the
dynamic performance: the actual rise times of the currents are
approximately doubled from their specified values (5 ms)
which is not a major concern. Thus, sufficient performance is
achieved and the control scheme provides nearly independent
control of the currents even in asymmetrical conditions.
For the final test presented in Fig. 14, an outer speed control
loop (PI controller) was added to the control scheme. The ref-
erence speed curve shown was given for the speed controller
to test the dynamic performance of the scheme under a wider
range of operating points. The speed reference tracking is ac-
curate but somewhat slow because of the large moment of iner-
tia of the axis compared to the maximum available torque.
Nevertheless, the results demonstrate again the good dynamic
performance of the torque control, which is the main objective.
It can be seen that the current control loops provide fast and
accurate control independent of the rotational speed or the
operation mode of the machine.
VI. CONCLUSION
This paper presented a vector control scheme for dual three-
phase PMSMs. Discussion of the scheme covered reference
frame transformations, the machine model, decoupling of the
current control loops, model-based selection of current control
parameters, and modulation.
The performance of the suggested control scheme was eval-
uated using FEM and an experimental setup. The results clear-
ly demonstrated that the dynamics of the current control can be
accurately specified (within the limits of the system) using the
scheme and the presented model based methods. Consequent-
ly, the control scheme can be easily applied to a variety of
applications having different requirements and limitations for
the rise time of torque.
Comparative tests with and without the suggested synchro-
nous frame current control in the D2-Q2 reference frame clearly
showed the importance of this feature neglected in many other
papers. The results verified that this control can completely
eliminate steady state imbalance even under very severe
asymmetry. Thus, balanced current sharing can be achieved
despite the differences between the winding sets and the VSIs.
In the proposed scheme, current control in the D2-Q2 reference
frame is responsible also for reducing the current harmonics.
Only a moderate result was obtained in this case. The control
scheme was able to reduce the magnitude of the current har-
monics but not completely eliminate them. This finding is to
be expected since fixed gain PI controllers are not capable of
completely compensating the effect of sinusoidal disturbances.
Nevertheless, the suggested control scheme provides a basis
for approaching this issue using more advanced control solu-
tions. Future work aims to show that when the limitation of the
PI controllers is removed, pure sinusoidal phase current can be
produced with the proposed control scheme.
All in all, the suggested scheme provides an excellent con-
trol solution for dual three-phase PMSM drives. Overall per-
formance is good, although the scheme still has problems with
current harmonics. Other well-known issues in control of dual
three-phase PMSMs appear to have been adequately ad-
dressed. Furthermore, the simple structure using conventional
three-phase SVPWM modulators makes implementation easy
and computationally efficient, thus minimizing the required
effort to utilize this high-performance control scheme.
ACKNOWLEDGMENT
The authors would like to thank Dr. R. Pöllänen and Mr. T.
Knuutila from The Switch Drive Systems Oy for their valuable
ideas and comments.
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Copyright (c) 2013 IEEE. Personal use is permitted. For any other purposes, permission must be obtained from the IEEE by emailing [email protected].
This article has been accepted for publication in a future issue of this journal, but has not been fully edited. Content may change prior to final publication.
12
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Jussi Karttunen received the B.Sc. and M.Sc. de-
grees in electrical engineering from the Lappeenran-
ta University of Technology, Lappeenranta, Finland,
in 2010 and 2011, respectively, where he is currently
working as a Researcher toward the D.Sc. degree.
His research interests include power electronics
and electrical drives.
Copyright (c) 2013 IEEE. Personal use is permitted. For any other purposes, permission must be obtained from the IEEE by emailing [email protected].
This article has been accepted for publication in a future issue of this journal, but has not been fully edited. Content may change prior to final publication.
13
Samuli Kallio received the M.Sc. degree in electri-
cal engineering from the Lappeenranta University of
Technology, Lappeenranta, Finland, in 2008. He is
currently working toward the D.Sc. degree at the
same university.
His research interests include modeling of electri-
cal machines and power electronic converters espe-
cially in the field of renewable energy.
Pasi Peltoniemi (M’09) was born in 1978 in Fin-
land. He received his M.Sc and D.Sc degrees in
electrical engineering from Lappeenranta University
of Technology,Finland in 2005 and 2010, respec-
tively.
His areas of interests include distributed genera-
tion in microgrids, control of grid-connected con-
verters and electric drives and passive filtering solu-
tions.
Pertti Silventoinen is a Professor (Electronics) with
Lappeenranta University of Technology (LUT). He
received his Doctoral in 2001, Lic. Tech in 1997,
and M.Sc. in 1993 in Electrical Engineering.
During his career at LUT, he has had several re-
search and teaching positions since 1990, funded by
the National Technology Agency of Finland
(TEKES) and several Finnish companies.
Olli Pyrhönen received the M.Sc. and D.Sc. degrees
in Electrical Engineering in 1990 and 1998 from
Lappeenranta University of Technology (LUT),
Finland. He has been Professor in Applied Control
Engineering since 2000 at LUT. In 2010 he received
further teaching and research responsibility in the
wind power technology at LUT. He has gained
industrial experience as a R&D Engineer at ABB
Helsinki in 1990-1993 and as a CTO of The Switch
in 2007-2010. He has published about 80 papers in
the control of electrical drives, power electronics and other industrial and
renewable energy applications.