Electric Power Systems Research 79 (2009) 1209–1215
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Electric Power Systems Research
journal homepage: www.elsevier.com/locate/epsr
Extending the perturbation technique to the modal representation
of nonlinear systems
S. Soltani
a,∗
, N. Pariz
b
, R. Ghazi
b
a
Department of Electrical Engineering, Science & Research Branch, Islamic Azad University (IAU), 1477893855-14515775, Tehran, Iran
b
Department of Electrical Engineering, ferdowsi University, 9177948944-1111, Mashhad, Iran
article info
Article history:
Received 23 May 2008
Received in revised form 13 January 2009
Accepted 28 February 2009
Available online 3 April 2009
Keywords:
Perturbation technique
Modal Series
Normal Form method
Unified power flow controller (UPFC)
abstract
After a brief review of perturbation technique, using this method an approach is developed to represent
and study the behavior of nonlinear dynamic power systems. For the first time in this field, perturbation
technique is applied to obtain an approximate closed form expression for the zero input response of
stressed power systems. In order to show the superiority of the proposed method, it has been applied
to a typical nonlinear system which is a single machine infinite bus (SMIB) power system with unified
power flow controller (UPFC). The accuracy and competency of this method in comparison with Modal
Series method will also be validated.
© 2009 Elsevier B.V. All rights reserved.
1. Introduction
It is a well-known fact that nonlinear factors will increase the
nonlinear modal interaction when a power system is stressed and
this in turn increases the complexity of the system behavior. It is
therefore necessary to study the influence of nonlinear factors on
stressed power systems, a task much emphasized in the related
literature [1]. To study the dynamic behavior of power systems,
two approaches are commonly used. The first approach is the non-
linear simulation which clearly exhibits the effects of nonlinear
factors but it requires a great deal of effort and time. The other
one which is restricted to a small neighborhood of the operating
point is referred to as linear modal analysis. When the system under
study is subjected to large disturbances, the similarity between real
time response and linear modal simulation is lost. An alternative
approach recently proposed is the Normal Form of vector field tech-
nique (NF) [2–5]. To achieve an approximate solution, this method
uses higher order terms in Taylor series expansion. Although in
studying the behavior of complex nonlinear systems, NF is regarded
as a useful and effective tool, but its application involves nonlin-
ear transformations as well as nonlinear algebraic equations. In
some conditions, such as resonance and quasi-resonance, equa-
tions may result in limited valid regions and in some cases they
even lead to the lack of solutions. A different recently proposed
∗
Corresponding author. Tel.: +98 9151711829.
E-mail addresses: sep soltani@iaus.ac.ir (S. Soltani), n-pariz@ferdowsi.um.ac.ir
(N. Pariz), rghazi@ferdowsi.um.ac.ir (R. Ghazi).
approach which retains the advantages of NF while overcoming
many of its drawbacks is the Modal Series (MS) method [6,7]. In
this paper, in order to obtain the appropriate solutions for the zero
input response of large scale nonlinear systems, a new approach
based-on perturbation technique (PT), is developed to derive an
approximate closed form expression. Similar to MS method, the
proposed method does not have the shortcomings of previous
methods and under any operating condition the solution is pos-
sible.
The paper is organized as follows: in Section 2, a very brief
review of perturbation technique is presented. Section 3, for the
first time deals with obtaining an approximate closed form expres-
sion for the zero input response of nonlinear systems. Section 4
outlines the Normal Form Method. For the purpose of comparison
between different solutions, the proximity measure is introduced
in Section 5. The solution algorithm and the successive steps are
stated in Section 6. Section 7 is devoted to a case study in which at
first, according to the developed method, the mathematical formu-
lation of a SMIB power system with UPFC is introduced and with
regard to the controller the studied cases defined. Then by intro-
duction of a second order resonance index, the valid regions and
proximity measures for various operating conditions are examined.
Conclusions are given in Section 8.
2. Perturbation technique
One of the most common and successful tools in the analysis
of nonlinear differential equations and studying the effects of
parameter variations on the behavior of the system is the pertur-
0378-7796/$ – see front matter © 2009 Elsevier B.V. All rights reserved.
doi:10.1016/j.epsr.2009.02.011