1. Introduction
A tube adapter is a component connecting two tubes of different diameters. The standard analytical method of Dodd and Deeds [
1] is unable to investigate the interaction of an induction coil with a metal tube adapter, due to the end effects involved in this problem. The truncated region eigenfunction expansion (TREE) method, pioneered by Hannakam and Tepe [
2], and developed by Theodoulidis, Kriezis and Bowler [3-9] for modeling of the eddy current nondestructive testing (EC NDT), is capable of analyzing the end effects and establishing analytical models. However, successful implementation of TREE for the model of end effects depends on the solution of relevant eigenvalue equations, which are transcendental and complex roots should be determined. Conventionally, the Newton-Raphson algorithm [10-13] or contour integral based on the Cauchy’s theorem [14-17] are applied to solve the eigenvalue equations. A novel method based on the Sturm-Liouville theory and Galerkin approach has been proposed recently [18, 19], which greatly simplifies the process of locating the complex eigenvalues.
Unfortunately, the TREE cannot be used immediately for the problem of this work, even with the novel approach. The bottleneck lies in the numerical issues for the regions composed of multiple air-metal subdomains, more specifically, the numerical overflow occurs constantly when the symbolic eigenfunctions are employed for the n-subdomain ( ) regions. Admittedly, for certain three-subdomain problems, the overflow can be suppressed by splitting the model into even and odd parts [6, 8, 20-22], but the technique is merely available for the problems with additional symmetry.
More recently, the difficulties of overflow have been overcome in [
23] by an innovative approach based on the FEM solution of the Sturm-Liouville equation. By this method, no numerical overflow arises in the solving process, therefore, many new models can be dealt with the TREE. According to [
23], the Clenshaw-Curtis quadrature rule is appropriate for the evaluations of the integrals involving the numerical eigenfunctions, to obtain an efficient algorithm. The investigation of this work will be based on the approach.
In
Section 2, the TREE solution is given for the metal tube adapter surrounding by a coaxial coil. The permeability of the metal is not restricted to μ0 in comparison with [
23]. In
Section 3, the numerical eigenfunctions are obtained by the FEM solution of the Sturm-Liouville equations and normalized, and the Clenshaw-Curtis quadrature rule is applied to the computation of the integrals involving the numerical eigenfunctions. In
Section 4, the TREE results are compared with those from the FEM simulation.
2. Formulation
A metal tube adapter of conductivity σ and permeability
(
μr is supposed to be constant), is encircled by a coaxial induction coil excited by a time harmonic current of frequency
ω and amplitude I (See
Figure 1). The geometry of the coil and tube adapter is shown in
Figure 2. Perfect electric boundary is imposed at
z=0 and
z=
b to discretize the eigenvalues of this boundary value problem (BVP).
The solution domain is divided into 5 regions along the r-axis (See
Figure 2). The vector potentials
A1 to
A5 satisfy the Laplace or Helmholtz equations in the corresponding regions:
where
is the wavenumber of the metal.
Only the
φ-component of the vector potential exists, due to the axisymmetry of the BVP, i.e.
, and the vector Laplacian of equations (1) and (2) is reduced to
2.1. Vector Potential of the Source Coil
The formulation of source vector potential can be obtained by the source expansion of the Poisson equation [24, 25]. The vector potential of the coil can be written in the form (See
Figure 3)
where the source vector V(
r) is
with the elements
where
, and Ln(x) is the modified Struve function of order
n, and
Other matrices and vectors in (4a)-(4c) are
where I
n(x) and K
n(x) are the modified Bessel functions of the first and second kinds of order n, respectively, and
,
,
,
are coefficients to be determined. With the interface conditions of
Br and
Hz at
r=
r1 and
r=
r2, the coefficients can be found:
where
For the function χ(x) used for the subsequent analysis, it is advisable to adopt an alternative form for the practical evaluations, namely
Expression (9) is obtained by the Maclaurin and asymptotic expansions of L
n(x) [
26], and high accuracy can be achieved by setting
m0=23 and
m1=10, respectively.
2.2. Impedance Change of the Coil Encircling the Metal Tube Adapter
The vector potentials in the 5 regions of
Figure 2 are expansible by the separation of variables
where
P1,
P2 and
P3 are the eigenvalue matrices of the Regions 2, 3 and 4, respectively,
and
are the axial eigenfunctions satisfying the relevant Sturm-Liouville equations:
and
with
and
Taking account of the interface conditions of Br and Hz at
r=
a1,
r=
a2,
r=
a3 and
r=
a4, the following equations for the coefficients
,
,
,
,
and
can be derived
where
In (13a)-(13h), the orthogonalities of the eigenfunctions
have been adopted, where I is the identity matrix, and
The orthonormalization relations of (18b)-(18d) will be expounded in Section III.
Matrix algebra of (13a)-(13h) yields the equation system
where
with
Solving equation (20) will give the coefficients
C2,
D2,
C4 and
D4, and other coefficients can be found by
The coefficient required for calculation of ΔZ is
Accordingly, the coil impedance variation is given by
where the current density J has been omitted (letting J=1) to simplify the expression.
3. Eigenfunctions and the Associated Integrals of the Multi-Subdomain Regions
The conventional TREE method is limited to the two-subdomain problems, apart from certain three-subdomain problems which can be split in the even and odd parts. In general, it is impossible to evade the numerical overflow of the symbolic eigenfunctions of Regions 2, 3 and 4. Accordingly, the approach of [
23] will be applied to cope with
F(
z),
G(
z) and
H(
z). In accord with [18, 19], the eigenvalues of (11a) can be obtained by the solution of a generalized eigenvalue equation
where
K is the stiffness matrix with the elements
and
W is the damping matrix of the elements
where
φm and
φn are FEM functions consisting of the Lagrange polynomials defined on the reference interval
(the shape functions).
Sparse matrix
K will be generated from the FEM basis. Hence, equation (28) can be solved by the efficient algorithm such as Arnoldi iteration [
27]. The solution provides both the eigenvalues
p1,i and the eigenvectors
Ui, which are the discrete eigenfunctions
. Moreover, denoting
and by virtue of the vector normalization
the eigenfunction normalization
can be established automatically. Equations (32) and (33) can be validated by inspecting the diagonal entries of
, and taking equation (30) into account. Consequently, the orthonormality of (18b)-(18d) can be established.
The requirement of the accurate and efficient algorithm leads to the choice of high order Lagrange polynomials for the FEM basis. Here, we choose the cubic Lagrange polynomials
The cubic interpolation of the eigenfunction is
where
are successive 4 entries of
,
Ne(
z) is obtained by (34) with the change of variable
where
za and
zb are the mesh nodes corresponding to the reference interval. The numerical overflow of
is eliminated by this procedure. They are consequently well adapted for the subsequent integral computation. Furthermore, it appears to be very effective to evaluate directly the integrals (14)-(17) with the Clenshaw-Curtis quadrature rule, which is quoted here for completeness [28-30]
where the weights
wk are given by
and the quadrature nodes are
with
It follows from equations (37)-(41) that the matrix elements of
T1 can be computed by
where
The matrix elements of
T2 are likewise given by
where
The same analysis is also applicable to the matrix elements of T3 and T4.
4. Numerical Validation
The proposed method will be verified with the parameters of the metal tube adapter and the induction coil given in
Table 1,
Table 2 and
Table 3. The nonmagnetic alloy UNS (Unified Numbering System) C96400 (70-30 Copper-Nickel), and the magnetic stainless steels S31600 (austenitic) and S32760 (super duplex) [
31] are used for the numerical validation. The coil impedance variations are calculated and plotted for these metal materials, with different coil positions. The TREE results are compared with those from the FEM simulation of Comsol Multiphysics
®, shown in
Figure 4, where the theoretical and FEM data are denoted by solid lines and circles, respectively. The reactance of the isolated induction coil is
X0=
ωL0, with
L0=4.104132mH, which can be found by the method such as in [32, 33].
Further calculations are carried out for the coil impedance variation with respect to the frequencies. For the alloys of lower
μr (C96400 and S31600), the calculation frequency ranges from 1kHz to 100kHz, for higher
μr (S32760) the frequency interval [100Hz, 10kHz] is chosen. The results are shown in
Figure 5 and
Figure 6, where the TREE data are plotted by solid lines, in connection with the circles representing the data of FEM simulation. Other parameters are referred to the
Table 2 and 3.
Very good agreement is obtained between the TREE and FEM results in the numerical comparisons. The calculations were implemented on a personal computer of a 4.2 GHz processor (Intel® Core i7-7700K) and 16 GB RAM. Additional algorithm details are shown in
Table 4, where the frequencies, summation terms (matrix size), mesh elements and quadrature nodes used in the computation are listed. The execution time of the eigenvalue and eigenfunction computation, and the total execution time of TREE evaluation are also provided. No more than 1.5 seconds (including the time consumed by the calculation of eigenvalues and eigenfunctions) are consumed for a TREE evaluation. The satisfactory algorithm efficiency is in evidence.
5. Conclusions
The interaction of an eddy-current coil with a metal tube adapter has been investigated by the TREE method. The numerical overflow for symbolic eigenfunctions of air-metal multi-subdomain regions has been removed by the normalization of the eigenvectors, and satisfactory computational speed is achieved by Clenshaw-Curtis quadrature rule applied to the integrals associated with the numerical eigenfunctions. The calculation accuracy has been verified by the numerical comparisons, and the efficiency of our approach has also been confirmed. Considerable potential has been shown for the developing of new analytical models with the aid of the proposed approach.
Author Contributions
Conceptualization, Y. L. and X.Y.; methodology, Y.L.; software, Y.L. and X.Y.; data curation, X.Y.; writing—original draft preparation, Y.L.; writing—review and editing, Y.L. and X.Y. All authors have read and agreed to the published version of the manuscript.
Funding
This research received no external funding
Institutional Review Board Statement
Not applicable.
Data Availability Statement
Data sharing not applicable.
Conflicts of Interest
The authors declare no conflict of interest.
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