Electr Eng (2008) 90:407–421
DOI 10.1007/s00202-007-0091-1
ORIGINAL PAPER
A model-based flexural rotor vibration control in cage induction
electrical machines by a built-in force actuator
Antti Laiho · Kari Tammi · Kai Zenger ·
Antero Arkkio
Received: 24 August 2007 / Accepted: 2 November 2007 / Published online: 5 December 2007
© Springer-Verlag 2007
Abstract In this paper active control of flexural rotor
vibration in electrical machines is examined. We consider
attenuation of discrete low-frequency range forced vibration
components by means of an adaptive harmonic control stra-
tegy. A built-in force actuator for actively generating force on
the machine rotor is investigated. Previously, such an actuator
has mainly been used in bearingless machine design for rotor
levitation. The action of the actuator is based on electrome-
chanical interaction between the rotor and the stator of the
machine. A low-order linear parametric state-space model
is derived for the actuator–rotor system. Parameter estima-
tion is carried out using simulation data obtained from a
detailed two-dimensional time-stepping finite element field-
circuit model of the machine. Hence, model-based control
design is performed using the identified model. The control-
ler is verified by embedding it into the finite element analy-
sis. As a result we present a virtual plant of the machine with
vibration control. The virtual plant is introduced as a means
of vibration control design prior to implementing the control
algorithms in a real machine. Simulation results using real
A. Laiho (B ) · K. Tammi
VTT Technical Research Centre of Finland,
P.O Box 1000, 02044 VTT, Finland
e-mail: Antti.Laiho@vtt.fi
K. Tammi
e-mail: Kari.Tammi@vtt.fi
K. Zenger
Control Engineering Laboratory,
Helsinki University of Technology, 02015 TKK, Finland
e-mail: Kai.Zenger@tkk.fi
A. Arkkio
Laboratory of Electromechanics,
Helsinki University of Technology, 02015 TKK, Finland
e-mail: Antero.Arkkio@tkk.fi
machine data and finite element time-stepping method are
presented.
Keywords Vibration control · Rotordynamics · Electrical
machines · Bearingless drives · Self-bearing machines ·
Electromechanics · Adaptive harmonic control · Force
actuation · Unbalanced magnetic pull · System identification ·
Evolution algorithms
1 Introduction
In rotating machinery, the harmonic disturbance forces may
excite harmful rotor vibrations. Indeed, the low-frequency
range vibratory effects are the most important sources of
rotor vibration in rotating machinery [1]. Typically, the har-
monic disturbances consist of rotation speed harmonics, i.e.,
sub-multiples and multiples of rotation speed. In electrical
machines, in addition to these harmonics, various other har-
monic vibration sources are present. These include stator and
rotor slotting harmonics, static and dynamic rotor eccentri-
city and possible faults such as broken rotor bars [2–4].
In electrical machinery, vibratory effects may increase
load or vibration level in bearings with intensified bearing
wear and fatigue leading to reduction in life-time. In fact,
in induction machines with conventional bearings, 42–50%
of the faults are bearing related [5]. Furthermore, unwan-
ted effects such as noise may appear. In its extreme, rotor
vibration may couple with electromechanical system and
destabilize it leading to system break-down [6]. In any case,
the rotor vibration brings out limitations in machine design.
The machine critical speed, most cases set by the first flexu-
ral rotor bending mode, is a limiting factor which reduces
operation speed range. Traditionally, electrical machines are
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