This application claims priority from the Chinese patent application 202011555881.5 filed Dec. 24, 2020, the content of which is incorporated herein in the entirety by reference.
The disclosure belongs to the technical field of structural monitoring, in particular to a Lamb wave phased array focus-imaging method based on a frequency response function.
Lamb waves are ultrasonic guided waves with high sensitivity and low attenuation propagating in thin plate structures, and thus being widely used in the field of structural health monitoring. Lamb waves play an important role in aircraft blades and various plate-like and shell-like structures, and can timely warn about potential internal damage of structures so as to ensure property and life safety.
However, Lamb waves have the disadvantages of multimodality and frequency dispersion, which cause the dispersion of echo energy, and thus reducing the positioning accuracy and identifiability of defects. A Lamb wave phased array focusing method is a damage monitoring method that gathers energy to one point, so as to enhance the reflected energy when there is damage by improving the arrival energy of monitoring points. There are usually two focusing methods. One is to directly excite narrow-band signals for focusing, which is a dispersive focusing method. The other is to conduct pre-compensation design on excitation signals so that Lamb wave signals can still be focused to one point in a narrow-band way when propagating dispersively, which further enhances the reflected energy of the monitoring points. However, the shortcomings of the two methods severely affect their application. The first method is easy to implement, but it has low positioning accuracy and sensitivity to defects. The second method has high sensitivity and positioning accuracy for defect identification, but because signal design and excitation are needed to monitor each point, it takes a lot of time to detect even a small area.
In order to solve the shortcomings of the above Lamb wave phased array focusing detection technology, the disclosure can not only solve the dispersion problem of Lamb wave detection, but also solve the time-consuming problem of Lamb wave phased array focusing detection.
The above information disclosed in the background art is only used to enhance the understanding of the background of the disclosure, so it may contain information that does not constitute the prior art known to those of ordinary skill in the art in China.
Aiming at the problems existing in the prior art, the disclosure provides a Lamb wave phased array focus-imaging method based on a frequency response function, which not only solves the dispersion problem of Lamb waves, but also greatly improves the damage detection speed by Lamb wave phased array focusing, so that the Lamb wave phased array focusing damage detection method can be better applied to practical industrial scenarios.
The objective of the disclosure is realized by the following technical solution: a Lamb wave phased array focus-imaging method based on a frequency response function includes the following steps:
S100, arranging a piezoelectric sensor array on a surface of a tested structure, sequentially exciting a full-band signal fm(t) by array elements Pm(m=1, . . . N) of the piezoelectric sensor array, and collecting a response signal umn(t) of the tested structure by other array elements Pn (n=1, . . . N, n≠m), wherein the coordinates of the excitation array element Pm are set as (xm, ym), the coordinates of the acquisition array element Pn are set as (xn, yn), and subscripts m and n are the number identifiers of the excitation array element and the acquisition array element respectively;
S200, according to the response signal umn(t), calculating the frequency response function Hmn(ω) of an excitation and acquisition pair composed of the excitation array element Pm at coordinates (xm, ym) and the acquisition array element Pn at coordinates (xn, yn), wherein w is angular frequency and t is time, the excitation array element Pm and the acquisition array element Pn form an excitation and acquisition pair Pm-Pn, when one sensor in the sensor array acts as the excitation array element, there are (N−1) excitation and acquisition pairs in total, and when all sensors take turns to act as the excitation array element, there are N (N−1) excitation and acquisition pairs in total;
S300, according to a distance Lm from the excitation array element Pm at coordinates (xm, ym) to a focal point Fxy at coordinates (x, y) and a narrow-band signal S(ω) set to focus at tF, constructing a dispersion pre-compensation signal Pcom_Sm(ω);
S400, multiplying the dispersion pre-compensation signal Pcom_Sm(ω) by the frequency response function Hmn(ω) in the frequency domain to obtain a frequency domain pre-compensation response signal Gmn(ω);
S500, post-compensating for the dispersion of the frequency domain pre-compensation response signal Gmn(ω) according to a distance Ln from the acquisition array element Pn at coordinates (xn, yn) to a focal point Fxy at coordinates (x, y), so as to obtain a frequency domain dispersion post-compensation signal Comp_Gmn(ω), and repeating S300 to S500 until all the sensor excitation and acquisition pairs Pm-Pn are traversed;
S600, superposing time domain dispersion post-compensation signals comp_gmn(t) of all the sensor excitation and acquisition pairs Pm-Pn, taking the Hilbert envelope amplitude Ix,y of a superposed signal at the focusing moment tF as an indicator of damage degree of the focal Fxy at coordinates (x, y), and repeating S300 to S600 until all the focal points are detected; and
S700, assigning all pixels with values for damage imaging, and taking the value of each pixel as a damage degree indication value Ix,y corresponding to a focal position.
In S100 of the method, the excitation signal fm(t) is a full-band signal, that is, the amplitude of each frequency point in the frequency domain expression Fm(ω) of fm(t) is not 0. In order to obtain the frequency response function Hmn(ω), the excitation signal fm(t) can be a step signal and a chirp signal, but is not limited to the two signals.
In S200 of the method, the frequency response function Hmn(ω) is obtained according to the following formula:
wherein ω is an angular frequency, t is time, and Umn(ω) and Fm(ω) are the frequency domain expression of the response signal umn(t) and the excitation signal fm(t) respectively.
In S300 of the method, the surface of the tested structure is divided into imaging rectangular cells, each cell represents a pixel, and a center of each cell serves as a focal point of phased array focusing, with coordinates (x, y).
In S300 of the method, based on the focused narrow-band signal S(ω), the dispersion pre-compensation signal Pcom_Sm(ω) is:
Pcom_Sm(ω)=S(ω)·eik(ω)L
wherein e is a natural logarithm, i is an imaginary unit, the wave number k(ω) is a function of angular frequency ω, the wave number k(ω) changes with an angular frequency ω, and the unit is 1/m.
In the method, the wave number k(ω) is obtained by numerical solution or experiment. In the method, the focused narrow-band signal S(ω) is:
S(ω)=∫−∞+∞(H(t−1/fm)−H(t−1/fm−tF)) (1−cos(2πfmt))sin(2πfct)e−iωtdt
wherein t is time, dt is the first-order differential of time, H(t) is a unit step function, e is a natural logarithm, i is an imaginary unit, fm and fc are a modulation frequency and a center frequency respectively, and tF is a set focusing moment and is set according to the size of a detection area.
In S500 of the method, the dispersion post-compensation signals Comp_Gmn(ω) are calculated by the following formula:
Comp_Gmn(ω)=Gmn(ω)·eik(ω)L
wherein e is a natural logarithm, i is an imaginary unit, the wave number k(ω) is a function of angular frequency ω, the wave number k(ω) changes with an angular frequency co, and the unit is 1/m.
In S600 of the method, the time domain dispersion post-compensation signals comp_gmn(t) are calculated by the following formula:
comp_gmn(t)=∫Comp_Gmn(ω)eiωtdω
wherein e is a natural logarithm, i is an imaginary unit, ω is an angular frequency, and dω represents the first-order differential of the angular frequency.
In S600 of the method, the damage degree indication value Ix,y of a focal point Fxy at coordinates (x, y) is calculated by the following formula:
wherein Hilbert(⋅) is Hilbert transform, m represents an excitation signal of an m<th> array element, n represents an acquisition signal of an n<th> array element, and tF is a focusing moment.
Compared with the prior art, the method disclosed by the disclosure has the beneficial effects that based on the frequency response function and dispersion compensation, damage detection can be quickly carried out on the tested structure through Lamb wave phased array focusing, so that positioning accuracy during damage detection is high, and the method has a great speed advantage over general Lamb focusing detection means. Meanwhile, only step response data need to be stored, which greatly reduces the hardware requirement of data storage.
The above description is only an overview of the technical solution of the disclosure. In order to make the technical means of the disclosure more clear, to the extent that those skilled in the art can implement it according to the contents of the specification, and to make the above and other objectives, features and advantages of the disclosure more obvious and easier to understand, the specific embodiments of the disclosure will be exemplified below.
Various other advantages and benefits of the disclosure will become apparent to those of ordinary skill in the art upon reading the following detailed description of the preferred embodiments. The drawings of the specification are only for the purpose of illustrating preferred embodiments, and are not to be considered as limiting the disclosure. Obviously, the drawings in the following description are only some embodiments. For those skilled in the art, other drawings can be obtained according to these drawings without creative labor. Furthermore, throughout the drawings, the same parts are denoted by the same reference numerals.
In the drawings:
The disclosure will be further explained with reference to the drawings and embodiments.
Specific embodiments of the disclosure will be described in more detail with reference to
It should be noted that certain words are used in the specification and claims to refer to specific components. It should be understood by those skilled in the art that the same component may be referred to by different nouns. In this specification and claims, components are distinguished not according to nouns, but according to functions. The term “include” or “comprise” mentioned in the whole specification and claims is an open term, and should be interpreted as “including but not limited to”. The rest of the specification describes preferred embodiments for implementing the disclosure, but the description is for the purpose of the general principles of the specification, and is not intended to limit the scope of the disclosure. The scope of protection of the disclosure shall be as defined by the appended claims.
In order to facilitate the understanding of the embodiments of the disclosure, specific embodiments will be further explained with reference to the accompanying drawings, and the drawings do not constitute a limitation of the embodiments of the disclosure.
S100, a piezoelectric sensor array is arranged on a surface of a tested structure, a full-band signal fm(t) is sequentially excited by array elements Pm (m=1, . . . N) of the piezoelectric sensor array, and a response signal umn(t) of the tested structure is collected by other array elements Pn (n=1, . . . N, n≠m), wherein the coordinates of the excitation array element Pm are set as (xm, ym), the coordinates of the acquisition array element Pn are set as (xn, yn), and subscripts m and n are the number identifiers of the excitation array element and the acquisition array element respectively;
S200, according to the response signal umn(t), the frequency response function Hmn(ω) of an excitation and acquisition pair composed of the excitation array element Pm at coordinates (xm, ym) and the acquisition array element Pn at coordinates (xn, yn) is calculated, wherein ω is angular frequency and t is time, the excitation array element Pm and the acquisition array element Pn form an excitation and acquisition pair Pm-Pn, when one sensor in the sensor array acts as the excitation array element, there are (N−1) excitation and acquisition pairs in total, and when all sensors take turns to act as the excitation array element, there are N(N−1) excitation and acquisition pairs in total;
S300, according to a distance Lm from the excitation array element Pm at coordinates (xm, ym) to a focal point Fxy at coordinates (x, y) and a narrow-band signal S(ω) set to focus at tF, a dispersion pre-compensation signal Pcom_Sm(ω) is constructed;
S400, the dispersion pre-compensation signal Pcom_Sm(ω) is multiplied by the frequency response function Hmn(ω) in the frequency domain to obtain a frequency domain pre-compensation response signal Gmn(ω);
S500, the dispersion of the frequency domain pre-compensation response signal Gmn(ω) is post-compensated according to a distance Ln from the acquisition array element Pn at coordinates (xn, yn) to a focal point Fxy at coordinates (x, y), so as to obtain a frequency domain dispersion post-compensation signal Comp_Gmn(ω), and S300 to S500 are repeated until all the sensor excitation and acquisition pairs Pm-Pn are traversed;
S600, time domain dispersion post-compensation signals comp_gmn(t) of all the sensor excitation and acquisition pairs Pm-Pn are superposed, the Hilbert envelope amplitude Ix,y of a superposed signal at the focusing moment tF is taken as an indicator of damage degree of the focal Fxy at coordinates (x, y), and S300 to S600 are repeated until all the focal points are detected; and
S700, all pixels are assigned with values for damage imaging, and the value of each pixel is taken as a damage degree indication value Ix,y corresponding to a focal position.
In a preferred embodiment of the method, in S100, the excitation signal fm(t) is a full-band signal, that is, the amplitude of each frequency point in the frequency domain expression Fm(ω) of fm(t) is not 0. In order to obtain the frequency response function Hmn(ω), the excitation signal fm(t) can be a step signal and a chirp signal, but is not limited to the two signals.
In a preferred embodiment of the method, in S200, the frequency response function Hmn(ω) is obtained according to the following formula:
wherein ω is an angular frequency, t is time, and Umn(ω) and Fm(ω) are the frequency domain expression of the response signal umn(t) and the excitation signal fm(t) respectively.
In a preferred embodiment of the method, in S300, the surface of the tested structure is divided into imaging rectangular cells, each cell represents a pixel, and a center of each cell serves as a focal point Fxy of phased array focusing, with coordinates (x, y).
In a preferred embodiment of the method, in S300, based on the focused narrow-band signal S(ω), the dispersion pre-compensation signal Pcom_Sm(ω) is:
Pcom_Sm(ω)=S(ω)·eik(ω)L
wherein e is a natural logarithm, i is an imaginary unit, the wave number k(ω) is a function of angular frequency ω, the wave number k(ω) changes with the angular frequency ω, and the unit is 1/m.
In a preferred embodiment of the method, the wave number k(ω) is obtained by numerical solution or experiment.
In a preferred embodiment of the method, the focused narrow-band signal S(ω) is:
S(ω)=∫−∞+∞(H(t−1/fm)−H(t−1/fm−tF))(1−cos(2πfmt))sin(2πfct)e−iωtdt
wherein t is time, dt is the first-order differential of time, H(t) is a unit step function, e is a natural logarithm, i is an imaginary unit, and fm and fc are a modulation frequency and a center frequency respectively, which are determined according to the characteristics of the damage to be detected. In the case of single damage, the wavelength corresponding to the selected center frequency should be in the same order of magnitude as the size of the detected damage, and the modulation frequency is obtained by reducing the center frequency by 1-5 times. When there are adjacent multiple damages, the width of a wave packet corresponding to the modulation frequency should be smaller than a distance between adjacent damages, and the center frequency should be determined according to the damage size. tF is a set focusing moment and is set according to the size of a detection area.
In a preferred embodiment of the method, in S500, the dispersion post-compensation signals Comp_Gmn(ω) are calculated by the following formula:
Comp_Gmn(ω)=Gmn(ω)·eik(ω)L
wherein e is a natural logarithm, i is an imaginary unit, the wave number k(ω) is a function of angular frequency ω, the wave number k(ω) changes with an angular frequency co, and the unit is 1/m.
In a preferred embodiment of the method, in S600, the time domain dispersion post-compensation signals comp_gmn(t) are calculated by the following formula:
comp_gmn(t)=∫−∞+∞Comp_Gmn(ω)eiωtdω
wherein e is a natural logarithm, i is an imaginary unit, ω is an angular frequency, and dω represents the first-order differential of the angular frequency.
In a preferred embodiment of the method, in S600, the damage degree indication value Ix,y of a focal point Fxy at coordinates (x, y) is calculated by the following formula:
wherein Hilbert(⋅) is Hilbert transform, m represents an excitation signal of an m<th> array element, n represents an acquisition signal of an n<th> array element, and tF is a focusing moment.
In an embodiment, S300 further includes the following steps:
S301, a narrow-band signal S(ω) focused at a set moment tF is designed:
S(ω)=∫(H(t−1/fm)−H(t−1/fm−tF))(1−cos(2πfmt))sin(2πfct)e−iωtdt
wherein t is time, dt is the first-order differential of time, H(t) is a unit step function, e is a natural logarithm, i is an imaginary unit, fm and fc are a modulation frequency and a center frequency respectively which are flexibly determined according to the characteristics of the damage to be detected, and tF is a set focusing moment and is set according to the size of a detection area.
S302, a wave number k(ω) of the tested structure is obtained through numerical calculation or experiment; and
S303, after obtaining the narrow-band signal S(ω) and the wave number k(ω), a dispersion pre-compensation response Pcom_Sm(ω) is calculated by the following formula:
Pcom_Sm(ω)=S(ω)·eik(ω)L
wherein e is a natural logarithm, i is an imaginary unit, the wave number k(ω) is a function of angular frequency ω, the wave number k(ω) changes with an angular frequency co, and the unit is 1/m.
A dispersion post-compensation response Comp_Gmn(ω) in S500 is obtained by multiplying the dispersion pre-compensation response by a corresponding dispersion wave number term in the frequency domain to eliminate the dispersion of Lamb waves at a specific propagation distance:
Comp_Gmn(ω)=Gmn(ω)·eik(ω)L
wherein e is a natural logarithm, k(ω) is a wave number of the tested structure related to an angular frequency ω, and the unit is 1/m.
In another embodiment, the time domain dispersion post-compensation signal comp_gmn(t) in S600 is obtained by inverse Fourier transform, so as to use time domain energy to characterize the energy in a distance domain:
comp_gmn(t)=∫−∞+∞Comp_Gmn(ω)eiωtdω
wherein e is a natural logarithm, i is an imaginary unit, ω is an angular frequency, and dω represents the first-order differential of the angular frequency.
In another embodiment, in S600, the damage degree indicator Ix,y of a focal point Fxy at coordinates (x, y) is calculated by the following formula:
wherein Hilbert(⋅) is Hilbert transform, m represents an excitation signal of an m<th> array element, n represents an acquisition signal of an n<th> array element, and tF is a focusing moment.
In this embodiment, for the same detection focal point Fxy, it is necessary to constantly switch the sensor excitation and acquisition pairs, and because a hardware channel cannot excite and acquire signals at the same time, the excitation array element and the acquisition array element cannot be of the same label, that is, n≠m.
See
From the above description with reference to the drawings and embodiments, it can be seen that the disclosure can accurately locate and identify damage, and also overcomes the disadvantage that dead zones are inevitable during phased array imaging.
Although the embodiments of the disclosure have been described above with reference to the drawings, the disclosure is not limited to the above-mentioned specific embodiments and application fields, and the above-mentioned specific embodiments are only illustrative and instructive, not restrictive. Under the inspiration of this specification and without departing from the scope protected by the claims of the disclosure, those of ordinary skill in the art can also obtain various forms, which all fall within the protection scope of the disclosure.
Number | Date | Country | Kind |
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202011555881.5 | Dec 2020 | CN | national |