Period-1 Ferroresonance Bifurcation Analysis
Period-1 Ferroresonance Bifurcation Analysis
Abstract: - The principal contribution of this paper is to develop a numerical tool to calculate the bifurcation
lines of the fundamental ferroresonance (i.e., period-1). The developed process uses the same methods for
construction of the bifurcation diagrams : Galerkin method and continuation by the pseudo-arclength method.
The obtained Galerkin algebraic equations are nonlinear. The applied iterative method of resolution is that of
Newton-Raphson. The determination of Jacobien of this problem requires computation of the matrix
determinant derivatives. Except for a few simple cases, it is difficult to express this derivation analytically. To
solve this difficulty, a numerical relation is developed.
Applied to a series ferroresonant circuit, describing an opening operation of a circuit-breaker supplying a
voltage transformer, we could continue the bifurcation point in a plan with two parameters. With this type of
curve, it is possible to estimate the associated safety margin, and thus to operate the electrical supply network
with total safety. Several results obtained numerically, starting from a real case, are illustrated and discussed. In
addition, to validate these results, a simplified analytical method is developed.
The magnetic characteristic of nonlinear inductance diagram into three branches : a normal branch from
i(φ), where i is the inductance current and φ, its flux, the origin (0,0) to point PL1, an unstable branch from
is modeled by a polynomial function with an odd PL1 to PL2, and a ferroresonant branch beyond PL2
power: [2, 4, 5].
+
i( ϕ ) = k1ϕ + k nϕ n ; n ∈N , (k1, kn) ∈R
6000
(1)
Ferroresonant branch
Ф transfo (Wb)
real voltage transformer 400/20 kV. 3000
E 2 = ( Aφ ) + ⎜
2
voltage parameter. The two corresponding solutions ⎟ (6)
⎝ ω ⎠
PL1 and PL2 are called bifurcation points of the limit
or turning point type. These points divide the where A and B are functions of φ n −1 :
Proceedings of the 6th WSEAS International Conference on Power Systems, Lisbon, Portugal, September 22-24, 2006 48
R2
+ R1 ( k1 + αφ n −1 )
5
x 10
A= 12
C
1 ⎛ R ⎞
B = ( k1 + αφ n −1 ) − ω 2 ⎜ 1 + 1 ⎟ 10
C ⎝ R2 ⎠
and α is a constant of value: 8
2n 1
Cn(n−−11) 2 .
E source (V)
α= kn
n + 1 2n −1 6
dE a) E = f (R1)
=0 (7) 2
dφ
0
which gives for equation (8): 0 2 4 6 8 10 12
R1 (Ω) 6
x 10
aφ 2 n − 2 + bφ n −1 + d = 0 (8)
6
x 10
2.5
where a, b and d are constants depending on the
circuit’s parameters and on the coefficients of the
non-linear element : 2
b) E = f (R2)
⎛ 1 ⎞
a = α 2 n ⎜ R12ω 2 + 2 ⎟
E source (V)
⎝ C ⎠ 1.5
⎡ ⎛ 1 ⎞ ω ⎛ R1 ⎞ k1 ⎤
2
b = α ( n + 1) ⎢ R1ω 2 ⎜ R1k1 + ⎟− ⎜1 + ⎟ + ⎥
⎣⎢ ⎝ R2 C ⎠ C ⎝ R2 ⎠ C ⎦⎥ 1
2 2
k12 ⎛ 1 ⎞ 4⎛ R1 ⎞ 2k1ω 2 ⎛ R1 ⎞
d= 2
+ ω 2 ⎜ R1k1 + ⎟ + ω ⎜1 + ⎟ − ⎜1 + ⎟
C ⎝ R2 C ⎠ ⎝ R2 ⎠ C ⎝ R2 ⎠
0.5
1.5
parameters controlling the physical model, where the
solution will have the desired behavior.
We apply this method to the study of the circuit of 1
the figure1; it has enabled us to draw certain
bifurcation lines (figures 3). c) E = f (C)
0.5
d
say
dφ
( det [ J (φ )]) , is the sum of m determinants 8
E source (V)
obtained by replacing in all possible ways the 6
5
where J i' (φ ) is the matrix obtained starting from J by 12
x 10
corresponding cofactors: 4
b) E2 = f (R1) : lower branch
m
⎡d ⎤
det ⎡⎣ J i' (φ ) ⎤⎦ = ∑ ⎢ ( J ij (φ ) ) ⋅ cofactor ( J ij (φ ) ) ⎥ (21) 2
j =1 ⎣ d φ ⎦
0
with cofactor ( J ij (φ ) ) = (−1)i + j ⋅ M ij ( J i' (φ ) ) 0 2 4 6
R1 (Ω)
8 10 12
6
x 10
where M ij ( J (φ ) )
'
represents the minor of the
i
Fig.5 : Bifurcation Lines – Galerkin method.
coefficient J ij (φ ) .
That makes it possible to conclude, by using the When the determinant of the Jacobien J1 becomes
relation (21), that the elements of the last line of the null (corresponding to the limiting value of the
matrix J 2 are given by the following relation: parameter R1), the Galerkin method does not
m m
converge. Bifurcation point "C" corresponding to
d d
dφ
( det [ J (φ ) ]) = ∑∑ ( J ij (φ ) ) ⋅ cofactor ( J ij (φ ) ) (22) this value is called " Cusp ".
i =1 j =1 d φ It is possible to overcome the difficulties due to the
To draw a bifurcation line, we need simply the apply non-inversibility of J1 and, consequently, wholly
a continuation method to system (18). Given solution draw the bifurcation lines. We need simply apply
( φ0 , E0) with value P0 in the 2nd parameter, it is Galerkin and pseudo-arclength methods [2]
possible to seek the solution for P0+∆P by simultaneously. The problem can thus be solved.
initializing with ( φ0 , E0). The parameter P is used as
2.3 Pseudo-arclength method
a continuation parameter.
A continuation principle is still applied. However,
instead of going from a point M to M+1 moving
Proceedings of the 6th WSEAS International Conference on Power Systems, Lisbon, Portugal, September 22-24, 2006 51
12
length S on the tangent to point M. Ferroresonance state
The principle of this method is to add an equation to *C
10
system (18) so that the Jacobien of the new system
becomes inversible. In this new system, φ0 and E are
8
no longer the only unknowns, since parameter P is
E source (V)
also unknown. Additional parameter S is used as a 6
continuation parameter.
The principle used to determine the additional 4
equation is similar to that used in [2]. We need
simply express the tangent to the curve in ( φ0 , E0, a) E = f (R1)
2
P0) which is : Normal state
∂ξ ∂ξ ∂ξ 0
0 2 4 6 8 10 12
⋅U + ⋅V + ⋅W = 0 (23) R1 (Ω)
∂φ ∂E ∂P (φ0 , E0 , P0 )
6
x 10
(φ0 , E0 , P0 ) (φ0 , E0 , P0 )
6
x 10
where (U, V, W) is a tangent vector. 2.5
⎣ ∂φ1 ⎦
U ⋅ (φ − φ0 ) + V ⋅ ( E − E0 ) + W ⋅ ( P − P0 ) − S ≡ ξ p = 0
0
0 1 2 3 4 5 6 7 8 9 10
for which the Newton-Raphson method will be used, R2 (Ω)
x 10
7
Ferroresonance state
⎡⎡ ⎤ ∂ξ1c ⎤ *C
⎡⎡ ∂ξ ⎤ ⎢ ⎢ ⎥ ∂P ⎥ 2
⎤ ⎢ ⎥
⎢⎢ ⎥ ∂P ⎥ ⎢ ⎢ ⎥ ∂ξ1s ⎥
⎢ ⎢ J1 ⎥ ⎥ ⎢⎢ J1 ⎥
⎢⎢ ∂ξ d ⎥ ⎢ ⎥ ∂P ⎥ (26) 1.5
⎦⎥ =⎢ ⎥
E source (V)
J2 = ⎢⎣
∂P ⎥ ⎢ ⎢ ⎥ ∂ξ d ⎥
⎢ ⎥ ⎢ ⎥⎦
⎢ ∂ξ p ∂ξ p ∂ξ p ⎥ ⎢ ⎣ ∂P ⎥
⎢⎣ ∂φ ⎢ ⎥ 1
∂E ∂P ⎥⎦ ⎢ ∂ξ p ∂ξ p ∂ξ p ∂ξ p ⎥
⎢⎣ ∂φ1c ∂φ1s ∂E ∂P ⎥⎦ c) E = f (C)
0.5
electrical networks, in particular, the plotting of We notice that the bifurcation lines in plan (E, C) are
bifurcation lines. These lines make it possible to isolates and have no intersection with banal
obtain a more global view of the system's behavior. solutions.
They correspond to state stability limits. They also Figure 7a shows that as the lower threshold values of
provide the existence of various zones in the the voltage for the occurrence of fundamental
parameters' plan where diverse states can occur. In ferroresonance get smaller the circuit's series losses
the case of fundamental ferroresonance, these lines get weaker. We also observe that, for a given series
actually show the zones corresponding to a normal resistance, the ferroresonance phenomenon
state and a ferroresonnant one. We can observe disappears altogether when the circuit capacitance
(figure 6) that, beyond certain values of the applied exceeds a certain value (C>66.3 nF for R1=64 kΩ
voltage, the state shows fundamental ferroresonance and C>132.6 nF for R1=32 kΩ).
and that, below certain values, the state is normal. Iron losses of the nonlinear element have little
There is also an intermediate zone where the state is influence on the existence limits of ferroresonance.
either normal or fundamental ferroresonance. The Figure 7b shows that, for a given capacitance value,
occurrence of one or the other depends on the initial the lower voltage thresholds are driven up to values
conditions. which become higher as R2 is smaller (i.e. for larger
Taking into account the great sensitivity of the losses).
phenomenon of the circuit parameters, it is
interesting to release a third parameter to see how 3 Conclusion
bifurcation lines evolve in a plan, so as to anticipate To study a ferroresonant circuit, simple temporal
ferroresonance risks with a wider safety margin. The simulation is not enough to understand the general
result of this parametric study is shown by figures 7. behavior of the circuit. The phenomena of jumps, the
multiplicity of solutions for a given set of
6
x 10
2.5
parameters, the sensitivity to initial conditions, etc.
make it difficult to apply such a method or , at least,
2
lead to excessive computation.
The mathematical framework which must be applied
1.5 to understand ferroresonance is the bifurcation
E source(V)
R1=32 kΩ theory.
The answers to concrete problems faced by the
1 R1=64kΩ
system operator can be obtained with diagrams and,
above all, with bifurcation lines. The numerical
0.5 methods described (Galerkin's method and the
a) E = f (C) pseudo-arclength continuation method) here permit
efficient construction of these curves. For the
0
-2 0 2 4 6 8 10 12 14 16 determination of the Jacobien of this problem, a
C (F) -8
x 10
numerical relation is developed allowing the
6
x 10
calculation of derived from a determinant of a
2.5
matrix.
Using these lines, it is possible to learn the values of
2 parameters which guarantee the non-occurrence of
dangerous phenomena. A safety margin is chosen in
relation to these values to operate the network with
1.5
total safety.
E source(V)
0
-2 0 2 4 6 8 10 12 14 16
References:
C (F)
x 10
-8 [1] S. R. Sagardia, A. Morched : « Potentiel
transformer failure due to ferroresonance », in
Fig.7 : Evolution of the bifurcation lines Procs. 2001 IPST, Rio de Janeiro.
in relation to circuit parameters.
Proceedings of the 6th WSEAS International Conference on Power Systems, Lisbon, Portugal, September 22-24, 2006 53