1. Introduction
Modern engineering constructions use new types of materials with non-standard and sometimes variable physical parameters. Therefore, determining the physical parameters of such materials is relevant to modern production processes and the robotization of these processes. Simple, inexpensive, fast-acting methods for determining these parameters are being intensively developed for production processes [
1,
2,
3].
One of the methods for solving this problem, which enables the determination of the thickness, density, and elastic constants of plate-type materials, is the use of Lamb waves [
4]. The characteristics of the propagation of these waves are sensitive to changes in the parameters of the material under investigation. The advantage of these waves is their propagation over long distances on plates with minimal energy loss and low amplitude attenuation. However, the determination of material parameters by Lamb waves is made more complicated due to the multimodal propagation of these waves and the dispersion of the signals [
5]. Nevertheless, after properly choosing the excitation frequencies of the Lamb waves and the appropriate propagating modes, the physical parameters of the investigated plate can be determined by evaluating the signal propagation characteristics.
Lamb waves are used in studies investigating both isotropic and anisotropic plate structures. In simpler isotropic and homogeneous plates, only longitudinal and shear waves are present, which are characterized by their phase velocities, cL and cT. The Lamb waves generated on the plate are a combination of these waves. The elastic constants of the plate influence the phase velocities of these waves. By knowing the phase velocities of Lamb wave propagation, it was possible to estimate the elastic constants of the plate, i.e., an inverse problem was being solved. Recently, there have been many methods of solving this problem.
Several directions can be distinguished in terms of the solutions to the inverse problem. One such direction was the use of fundamental Lamb modes at low frequencies when the product of the wave number
k and the plate thickness
d was
kd << 1. In this case, approximate analytical expressions are used to describe the interdependence of elastic constants and phase velocity [
6]. In [
7], using laser-generated Lamb waves and the wavelet transform method, the researchers evaluated the thickness and elastic properties of metal foils with a thickness of less than 40 µm via the contact method. Another method [
8] using low-frequency multimode ultrasonic Lamb waves was developed to measure any of the four acoustic parameters of thin elastic layers—thickness, density, shear, and longitudinal wave velocity—with respect to the other three parameters. This method was applied to the parameter measurements of thin aluminum layers, the thickness of which ranged from 26 µm to 512 µm. Additionally, the work in [
9] presents a method for measuring the thickness of thin metal sheets with thicknesses ranging from 25 to 200 µm using antisymmetric A
0 Lamb mode propagation. The main problem with the presented work, in this case, was that these methods could only determine the parameters of extremely thin plates.
In measuring the parameters of thicker plates, methods involving comparing the results of theoretical modeling and experimental measurements and looking for the smallest difference between these results have become widespread. The phase velocity of a plate with a known density depends on Young’s modulus and Poisson’s ratio. Usually, these parameters are determined by comparing the theoretically predicted Lamb wave dispersion curves with the curves of experimental data [
10,
11,
12]. One of the most common methods for calculating theoretical dispersion curves for Lamb waves is the semi-analytic finite element (SAFE) method. This algorithm calculates the dispersion curves of Lamb waves by solving the dispersion wave equations using standard eigenvalue problem procedures [
5]. The inverse problem of determining the elastic constants of isotropic plates was solved in a number of ways. The researchers in [
13] describe an inverse technique based on the simplex method to determine the elastic constants of isotropic plates. Lower-order symmetric and antisymmetric modes of Lamb waves propagating along the plate in the signal frequency range of 100–650 kHz were used in this study. The method for determining the distribution of Young’s modulus in an isotropic plate based on velocity reconstruction tomography was described [
14]. Here, Young’s modulus was related to the dispersion relations of Lamb modes. In solving the nonlinear inversion problem, velocity mapping was performed using the full-waveform inversion (FWI) method. The research in [
15] proposes an inverse method to estimate the elastic constants of the material of the rails in use. The phase velocities of the Lamb wave modes are measured experimentally, and the dispersion curves are derived from them via SAFE numerical simulations. The elastic constants of the rails are determined through an inversion procedure based on an improved genetic algorithm (GA). To increase the speed and accuracy of the inverse procedure, particle swarm optimization (PSO) was chosen [
16]. Elastic constants are determined by finding the smallest absolute percentage error between experimental and SAFE-calculated wave numbers. Experimental wavenumbers are calculated using the pencil decomposition method of the matrix (MPDM). In addition, the researchers in [
17] propose an efficient modeling method-based identification method of material constants combining spatial Fourier transform and multiple signal classification (MUSIC) techniques. Only Young’s modulus was determined by this method. The obtained results show that Young’s modulus of the investigated aluminum plate was in very good agreement with that obtained using the traditional static testing of materials. Moreover, ref. [
18] described an optical technique for determining the elastic constants of a material using maps of surface displacements obtained via pulsed TV holography. The phase velocity of the longitudinal wave was measured using the pulse-echo method. The calculated Poisson’s ratio and Young’s modulus were obtained with an accuracy better than 3% and 4%, respectively.
Numerical modeling methods are attractive because they can determine material parameters in complex geometries or anisotropic structures. However, their main advantage is also their disadvantage—the preliminary parameters of the tested plate must be known. Alternatively, a mismatch between experimental and simulated results can be obtained, and the relevant model parameters can be adjusted to match the physics.
Another common method for solving the inverse problem was to use elastic formulas and Lamb wave propagation functions to describe the propagation of signals in plates. These formulas are used to plot the phase velocity or wavenumber dispersion curves of Lamb waves. The inversion procedure uses various methods to recover the dispersion curves from the experimental results, followed by a search for the minimum residual ratio between the theoretical and experimental curves. The authors of [
19] present a new elastic isotropic plate parameter hybrid computational system for material identification (HCSMI). Experimental dispersion curves and an artificial neural network (ANN) were used to determine these parameters. This method reduced the “gap” between the approximate experimental wavenumber curves and the theoretical dispersion curves obtained via direct analysis. The research results obtained proved the high efficiency of the HCSMI system for the identification of aluminum plate parameters. The inverse method was proposed in [
20], based on an improved particle swarm optimization (PSO) algorithm to determine plate thickness and elastic constants. Numerical simulations and experimental studies have confirmed that Young’s modulus, Poisson’s ratio, and plate thickness can be accurately obtained from measured zero-order modal Lamb wave dispersion curves. The inversion method based on genetic algorithms (GA) was developed in the work [
21]. It was designed for the wavenumber extraction of a single Lamb wave signal and the characterization of the plate. The proposed method realizes the wavenumber extraction and calculation of the plate parameters, avoiding overlapping Lamb wave modes and a low signal-to-noise ratio (SNR). As shown in the analysis of the simulated and experimental signals, the deviation in the wavenumber’s determination was about 1%, and the deviation in the plate parameters’ estimation was about 6%. A genetic algorithm was also used [
22]. This method uses higher-order modes excited by a linear transducer array, and the elastic constants are determined using a comparison of theoretical and experimental wave numbers.
After analyzing the presented articles, the work’s goal was to create a simple and effective method for measuring the elastic constants of isotropic plate materials. A contact method was selected for exciting and receiving Lamb waves by scanning a certain plate area. The separation of fundamental modes was used, and Rayleigh–Lamb equations and the phase velocities of fundamental modes determined using a new method were used to solve the inverse problem. The technique of proposed method has several distinct advantages: (l) Only low-frequency fundamental Lamb wave modes are excited in the isotropic plate; (2) it was sufficient to only know the thickness and density of the plate in advance; (3) there was no need to calculate theoretical curves and compare them with experimentally obtained phase velocities; and (4) the processing of ultrasonic signals was performed in real-time, and values of elastic constants are obtained immediately after scanning the required distance.
The proposed method was described in the following order: In
Section 2 of the article, the theoretical basis for determining the elastic constants was established by analyzing the phase velocities of Lamb waves. In
Section 3, the influence of parameters on the uncertainty of the estimation of elastic constants was determined using simulated signals. The verification of the proposed method using experimental signals from an aluminum plate was given in
Section 4.
Section 5 presents the conclusions and looks at future research perspectives.
4. Experimental Verification
Quantification of the proposed method for estimating elastic constants was performed using experimental studies of Lamb wave propagation in a d = 2 mm thick aluminum plate of 1.2 × 1.2 m2 in size. The elastic constants of the aluminum plate are not known exactly. The density of the aluminum plate was determined by weighing it (ρ = 2685 kg/m3).
The experimental B-scan was obtained with two contact transducers, one stationary as the transmitter and the receiver moving straight from the transmitter. Contact-type transducers with hemispherical plastic tips and a 220 kHz resonant frequency are used. The frequency of the transducers was selected according to the criterion of a small relative error for the corresponding thickness of the plate (
Figure 8). The excitation signal of the transmitter was a three-period burst with a Gaussian envelope. The position of the receiver was changed with a Standa 8MTF-75LS05 scanner (Standa Ltd., Vilnius, Lithuania). Scanner control, signal excitation, and registration were carried out using the ultrasonic measurement system “Ultralab,” developed at the Ultrasound Research Institute of the Kaunas University of Technology.
The B-scan image was formed while the receiving transducer moved at a distance of 60–200 mm with a step of 0.1 mm (
Figure 9a).
Figure 9b shows the received signal at a distance of 100 mm from the sending transmitter.
Figure 9c shows the amplitude–frequency characteristic of this signal.
It was determined that the ratio of the amplitudes of the A
0 and S
0 modes in experimental measurements was about L
S = 0.05. Meanwhile, the amplitude–frequency response of the signals was wide and different for A
0 and S
0 modes. This was revealed by separating one mode from another. Filter packets with different center frequencies are selected for these modes according to the algorithm described in detail [
24]. Five filter packets (N = 5) have been selected for both modes. The following filter parameters have been selected for A
0 mode: resonant frequency of the center filter
f3 = 226.8 kHz; bandwidths of the filters Δ
f = 46.4 kHz; and distances between the filters
df = 34.8 kHz. Parameters corresponding to S
0 mode are:
f3 = 382.1 kHz, Δ
f = 75 kHz, and
df = 56.2 kHz.
The 2D-FFT method [
26] was chosen to evaluate the intermediate results of the proposed method (phase velocities of A
0 and S
0 modes). The results of the B-scan processing of individual A
0 and S
0 modes by the 2D-FFT method are shown in
Figure 10 with color marking. The values (dots) of the phase velocities calculated by the proposed method based on the experimental data are also presented in those pictures.
As we can see, the phase velocities of A
0 and S
0 modes obtained by both methods are very close. Next, the elastic constants of aluminum were calculated based on the values of these velocities and obtained as follows: Young’s modulus
E = 68.85 GPa, Poisson‘s ratio
ν = 0.35. The obtained elastic constants are very close to the aluminum plate constants given by [
27]:
d = 2 mm,
ρ = 2700 kg/m
3,
E = 70 GPa,
ν = 0.35. Yong’s modulus differs only by 1.6%, and the Poisson ratios match.
5. Discussion and Conclusions
This paper presents a new and simple method for determining the elastic constants of isotropic plates using Lamb waves’ fundamental modes. The proposed method solves the inverse problem where the elastic constants (Young’s modulus and Poisson‘s ratio) of the plate are estimated by measuring the phase velocities of the Lamb wave. Rayleigh–Lamb equations and the phase velocities of fundamental modes (A0 and S0) determined by a new method are used to solve the inverse problem. Theoretical modeling on an aluminum 7075-T6 plate showed that the proposed method allows the Poisson’s ratio to be determined with a relative error not exceeding 2% and Young’s modulus to be determined with a relative error not exceeding 0.5%. In the theoretical simulation, the selection of the excitation frequencies of the fundamental modes for the specific thickness of the investigated plate was justified, and the minimum required scanning distance of that plate was defined. Experimental measurements on a 2 mm thick aluminum plate confirmed the suitability of the proposed method for elastic constant measurements.
However, this method has some limitations and unexplored applications. The overlap of the different modes affects the method’s applicability at close distances between the transducers. Some initial scanning distance was required. A certain scan distance was required to determine the phase velocity of the A0 mode, which was determined by the fixed propagation jump of the A0 mode. The application of this method to complex composite plates has also not yet been investigated.
However, after evaluating the limitations of this method, it was necessary to emphasize the advantages of this method as well. First, the method does not require prior knowledge of the Lamb wave phase velocities’ curves or the preliminary values of the elastic constants of the plate under investigation. Second, the processing of the received ultrasonic signals can be performed in real-time, and the values of the elastic constants can be obtained immediately after scanning the required distance. This enables the method to be used in automated systems for determining material parameters. Since the method focuses only on the processing of received signals, this methodology could be applied using non-contact excitation and the receiving of Lamb waves.