WO2020222247A1 - Sizing of remnant thickness in pipes and plates using cut-off properties by widening excitation bands of frequency and wavelength - Google Patents
Sizing of remnant thickness in pipes and plates using cut-off properties by widening excitation bands of frequency and wavelength Download PDFInfo
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- WO2020222247A1 WO2020222247A1 PCT/IN2020/050351 IN2020050351W WO2020222247A1 WO 2020222247 A1 WO2020222247 A1 WO 2020222247A1 IN 2020050351 W IN2020050351 W IN 2020050351W WO 2020222247 A1 WO2020222247 A1 WO 2020222247A1
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N29/00—Investigating or analysing materials by the use of ultrasonic, sonic or infrasonic waves; Visualisation of the interior of objects by transmitting ultrasonic or sonic waves through the object
- G01N29/22—Details, e.g. general constructional or apparatus details
- G01N29/24—Probes
- G01N29/2412—Probes using the magnetostrictive properties of the material to be examined, e.g. electromagnetic acoustic transducers [EMAT]
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N29/00—Investigating or analysing materials by the use of ultrasonic, sonic or infrasonic waves; Visualisation of the interior of objects by transmitting ultrasonic or sonic waves through the object
- G01N29/34—Generating the ultrasonic, sonic or infrasonic waves, e.g. electronic circuits specially adapted therefor
- G01N29/348—Generating the ultrasonic, sonic or infrasonic waves, e.g. electronic circuits specially adapted therefor with frequency characteristics, e.g. single frequency signals, chirp signals
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N29/00—Investigating or analysing materials by the use of ultrasonic, sonic or infrasonic waves; Visualisation of the interior of objects by transmitting ultrasonic or sonic waves through the object
- G01N29/44—Processing the detected response signal, e.g. electronic circuits specially adapted therefor
- G01N29/46—Processing the detected response signal, e.g. electronic circuits specially adapted therefor by spectral analysis, e.g. Fourier analysis or wavelet analysis
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2291/00—Indexing codes associated with group G01N29/00
- G01N2291/02—Indexing codes associated with the analysed material
- G01N2291/025—Change of phase or condition
- G01N2291/0258—Structural degradation, e.g. fatigue of composites, ageing of oils
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2291/00—Indexing codes associated with group G01N29/00
- G01N2291/02—Indexing codes associated with the analysed material
- G01N2291/028—Material parameters
- G01N2291/02854—Length, thickness
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2291/00—Indexing codes associated with group G01N29/00
- G01N2291/04—Wave modes and trajectories
- G01N2291/042—Wave modes
- G01N2291/0422—Shear waves, transverse waves, horizontally polarised waves
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2291/00—Indexing codes associated with group G01N29/00
- G01N2291/04—Wave modes and trajectories
- G01N2291/048—Transmission, i.e. analysed material between transmitter and receiver
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2291/00—Indexing codes associated with group G01N29/00
- G01N2291/26—Scanned objects
- G01N2291/263—Surfaces
- G01N2291/2634—Surfaces cylindrical from outside
Definitions
- Non-destructive evaluation and structural health and integrity monitoring are the gist of this invention.
- This invention can be applied to areas where the remaining thickness of a structure/component needs to be evaluated.
- Industries which are concerned about wall thinning are directly related to this invention. Process and transportation industries are some of these.
- Wall thinning is a major concern in petrochemical and aerospace industries. Corrosion and erosion are a few of the main reasons for wall thinning in industries. Small size defects arising in the beginning, can lead to catastrophic failures. Hence to guarantee the safety of the structure regular inspections need to be performed. The need for accurately quantifying defects is high considering the damage it can create. Industries demand methods to rapidly quantify defect sizes in structures with a relatively low error. Most of these defects are found in inaccessible locations where defect evaluation through visual inspection or any other conventional Non- Destructive Evaluation (NDE) techniques like X-rays, Eddy’s current techniques are unpractical. Guided wave ultra-sonic method is one of the best solutions for these needs. The specialties like long-distance travel and less attenuation enable it to evaluate remote locations. Guided wave techniques using Electro-Magnetic Acoustic Transducers (EMAT) further extends the advantage of rapid inspection because of it's non-contact no couplant nature.
- EMAT Electro-Magnetic Acoustic Transducers
- D. Tuzzeo and F. Lanza di Scalea discuss the remnant thickness measurement of artificial defects using ultrasonic guided wave cut-off property [10].
- the experiment in the paper shows the peak shift of the transmitted frequency of the A1 mode because of the cut-off effect.
- This method can be used to measure remaining wall thickness in pipes and plates. Flowever, it had a drawback, that the existence of multiple modes and mode conversions make it challenging to isolate a single mode.
- the range of detectable remnant wall thickness is minimal as far as this wave modes and these approaches are concerned.
- the range of detectable remnant wall thickness is regulated using coded excitation.
- the 2D-FFT approach eliminates the complexity created by multiple modes and mode conversion.
- P. Belanger used shear horizontal mode cut-off effect for quantifying the remnant thickness in a plate [6].
- the author used a 16 element array of transducers. The fact that each mode is having different cut-off points are the principle idea behind this paper.
- Fligher order shear horizontal modes up to SH11 are generated for this study. The existence of more higher order modes in transmission after a defect region indicate the presence of higher remnant thickness. The existence of highest order of shear horizontal mode in transmission after defects gives a quantitative idea of the remnant thickness.
- 2D-FFT method is adopted which is easily possible by using the array of transducers. Application is to find the wall thinning in pipes, plates and similar structures.
- the transducer is capable of generating different wavelength SH waves by controlling the distance between magnets.
- the different wavelengths allow the cut-off point to be changed.
- the cut-off frequency can be evaluated through experiments repeatedly by changing the wavelength.
- the cut-off frequency is sufficient to calculate the remaining wall thickness.
- This approach is used to find out the remnant thickness in structures like plates and pipes.
- the drawbacks observed are, the complicated driving mechanism is necessary to change the distance between magnets. It increases the cost of the equipment. Moreover, experiments must be done many times changing the wavelength. This increases the time of inspection. It is different from the instant invention that, the Speed of inspection is higher since excitation of all the wavelengths and frequencies are done at the same time. Reduction in cost because no complicated motor mechanism required for changing wavelength.
- this invention provides a novel method for finding the remnant thickness of a structure.
- a feature of guided waves known as the cut-off property is used to determine the remnant thickness of structures. Fundamental guided wave modes do not possess cut-off property, but higher order modes do.
- the cut-off thickness of a particular mode is the minimum thickness required for that mode to travel through the guided medium.
- the cut-off thickness is constant.
- cut off frequency increases cut-off thickness decreases.
- the cut-off thickness acts as a filter allowing only the frequencies above the cut-off frequency to pass through.
- the frequencies below the cut-off frequency undergo reflection to the original thickness.
- One cut-off frequency value is corresponding to one thickness reduction value. Cut-off frequency can be identified by measuring the lower frequency limit of the particular mode transmitted through the inspection area or by measuring the higher frequency limit reflected from the inspection area.
- Cut-off thickness is the lowest thickness present in the path of wave propagation.
- the input excitation is coded in such a way that it contains a range of desired wavelengths and frequencies in it.
- the range of wavelengths is achieved by varying the spacing between the excitation sources in comb transduction.
- the range of frequencies is obtained using methods such as chirp excitation, spike excitation or low cycle Hanning pulse.
- the main objective is to provide a method for non-destructive evaluation and structural health and integrity monitoring.
- Yet another objective of this invention is to provide an evaluating method in the areas where the remaining thickness of a structure/component needs to be precisely and quantitatively evaluated.
- Figure 1 depicts the Phase velocity dispersion curve for SH waves in an aluminum plate.
- Figure 2 depicts the Phase velocity dispersion curve for SHI mode alone in aluminum plates at four different thickness 8 mm, 6 mm (25% reduction from 8 mm), 4 mm (50% reduction from 8 mm) and 2 mm (75% reduction from 8 mm).
- Figure 3 depicts the schematic of SHI mode of travel through an 8 mm plate and encountering a reduction in thickness. Reflection and transmission of SHI take place according to the cut-off_ frequency of remnant thickness.
- Figure 4 depicts the Minimum remanent thickness - cut-off frequency relation for SHI mode in an aluminum plate. This relation gives the minimum remanent thickness from cut off frequency.
- Figure 5 depicts the Schematic of Lorentz force distribution generated from PPM-EMAT.
- Lorentz force direction is perpendicular to the wave propagation direction. This enables SH wave mode generation.
- the distance between two same polarity magnets defines the wavelength (l).
- Figure 6 depicts the Phase velocity dispersion curve for SHI mode alone in 8 m aluminium plate. The slope of the lines indicates the corresponding wavelengths required to excite these modes at cut-off frequencies.
- Figure 7 showcases the Chirp excitation signal. Frequency of excitation ranges from 180 kHz to 450 kHz.
- Figure 8 depicts the FFT of the excitation signal shown in Figure 7. Required frequency contents are labelled.
- Figure 9 Image of an EMAT probe generating multiple wavelengths. The spacing between the alternative polarity magnets is varied by the thickness of the intermediate acrylic sheets.
- Figure 10 shows the Forentz force distribution schematic in the generation of multi - wavelengths using identical magnets Half the wavelength is the distance between adjacent magnets. This distance varies according to the required distribution of the wavelength.
- Figure 11 shows the Schematic of Forentz force distribution generated while using magnets of different widths. While the gap between the magnets remains the same, since the width of the magnet varies, wavelength changes.
- Figure 12 depicts the 2D-FFT plot of transmitted signals from a gouging defect of 6 mm thickness on an aluminum plate of 8 mm thick.
- the minimum frequency of transmitted SHI is 256 kHz, which gives an exact value of 6 mm remnant thickness.
- Figure 13 shows the frequency content of the SHI mode after passing the remnant thickness region of 6 mm.
- Figure 14 shows the 2D-FFT plot of reflected signals from a gouging defect of 4 m thickness on an aluminium plate of 8 mm thick.
- the maximum frequency of reflected SHI is 385 kHz, which gives an exact value of 4 mm remnant thickness.
- Figure 15 shows the frequency content of the SHI mode after reflecting from the remnant thickness region of 4 mm.
- Figure 16 shows the process diagram of remnant thickness evaluation using cut-off properties by widening excitation bands of frequency and wavelength.
- the main embodiment of this invention is to provide a method for detecting and quantifying maximum thickness reduction, henceforth called a defect, in an object/media of constant thickness using ultrasonic guided wave cut-off property comprising:
- this invention provides a method for detecting and quantifying maximum thickness reduction, henceforth called a defect, in an object/media of constant thickness using ultrasonic guided wave cut-off property comprising:
- a method for detecting and quantifying maximum thickness reduction, henceforth called a defect, in an object/media of constant thickness using ultrasonic guided wave cut-off property comprising:
- the inventor provides a method for detecting and quantifying maximum thickness reduction, henceforth called a defect, in an object/media of constant thickness using ultrasonic guided wave cut-off property comprising:
- the inventor provides a method for detecting and quantifying maximum thickness reduction, henceforth called a defect, in an object/media of constant thickness using ultrasonic guided wave cut-off property comprising:
- the guided wave mode is selected from a higher order shear horizontal guided wave mode, higher order anti symmetric Lamb wave modes, higher order symmetric Lamb wave modes.
- the description discloses the method wherein the comb transduction sources can be Lorentz force Electro Magnetic Acoustic Transducers in which spacing of alternate polarity magnets above the racetrack coils determines the wavelength of shear horizontal wave generated.
- the comb transduction sources can be EMATs based on magnetostriction.
- a preferred embodiment of this invention is the method, wherein the multiple wavelengths can be achieved without the use of the identical magnets, but with different magnet widths.
- phase velocity dispersion curves of Shear Horizontal (SH) modes in an aluminum plate is plotted in Figure 1.
- Shear horizontal modes are those guided wave modes whose particle vibration direction is perpendicular to the wave propagation direction.
- fundamental shear horizontal (SHO) mode can be identified by the non-dispersive behaviour. That is, phase velocity does not change as frequency-thickness product changes. It can also be recognized that SHO mode exists for all values of frequency-thickness products. This is not the case for other higher order modes. Higher order modes exist only after a particular frequency thickness product value. This frequency-thickness product value is known as the cut-off point of SH mode. At this point, the phase velocity of the specific mode becomes infinity. For each higher order SH modes, cut-off point varies.
- SHI curves in Figure 2 represent the single SHI curve plotted in Figure 1.
- abscissa is changed from frequency -thickness to frequency.
- SHI lines present in Figure 2 represent the SHI mode, phase velocity dispersion curves at different thickness of the plates
- the aluminium plate thickness in Figure 2 is varied from 8 mm to 2 mm at a step of 2 mm. That is 8 mm, 6 mm (25% reduction from 8 mm), 4 mm (50% reduction from 8 mm) and 2 mm (75% reduction from 8 mm). It is evident from Figure 2 that as thickness increases, cut off frequency decreases. Another point that can be noted from Figure 2 is that, for a reduction of thickness of 75% from 8 mm, the cut-off frequency has increased from 200 kHz to 800 kHz.
- the remanent thickness is 6 mm, SHI mode having frequencies above 256 kHz will transmit and below 256 kHz will reflect. If the remanent thickness is 4 mm, SHI mode having frequencies above 385 kHz will transmit and below 385 kHz will reflect.
- the lowest frequency of SHI in the transmission side is the cut-off frequency corresponding to the minimum remanent thickness in the path of SHI wave propagation.
- the highest frequency of SHI in reflection side is the cut-off frequency corresponding to the minimum remanent thickness in the path of SHI wave propagation. Hence identification of cut-off frequency can give the minimum remnant thickness from Figure 4.
- PPM-EMAT Periodic Permanent Magnet Electromagnetic Acoustic Transducer
- PPM-EMAT works on the principle of Lorentz force generation.
- a current carrying conductor When a current carrying conductor is placed in the vicinity of a conducting plate, an eddy current is generated in the plate.
- a magnet is positioned in such a way that magnetic field lines pass through the eddy current generated regions. The existence of current and magnetic field at a point generates Lorentz force at the same point [15, 16].
- the magnet arrangement mentioned in the previous section is in such a way that, magnets at odd positions are of same polarity and magnets at even positions are of opposite polarity.
- Lorentz force generated in the plate is also having a similar distribution. Schematic of Lorentz force distribution is shown in Figure 5. It is evident from the diagram that the distance between the two consecutive magnets is half the length of the wavelength generated. The distance between same polarity magnets is the wavelength generated [14, 17]. Hence it is evident that the wavelength of excitation can be controlled by controlling the spacing between the magnets. This excitation is called Comb transduction. By using this method wavelength of excitation can be controlled in addition to the frequency of excitation. researchers have developed this method for selective excitation of guided wave modes [14, 17].
- the cut-off frequency of 6 mm remnant thickness is 256 kHz, and that of 4 mm remnant thickness is 385 kHz.
- Phase velocity dispersion curve of SHI mode on an 8 mm aluminium plate is plotted in Figure 6.
- Equation 3 is obtained by solving wave equation for SH modes in plates [18]. At cut-off point phase velocity (Cp) becomes infinity. So, at cut-off, denominator of Equation 3 becomes zero. This results Equation 2. Substituting Equation 3 and Equation 2 in the fundamental Equation 4 results in Equation 5. The same values stated above can be obtained from these equations also.
- Excitation frequencies for the determination of the remaining thickness of 4 mm and 6 mm are 385 kHz and 256 kHz.
- this particular mode exists in transmission at frequencies above 385 kHz.
- this mode is also reflective at frequencies below 385 kHz.
- any input frequency bands can be selected containing these frequencies.
- 180 kHz to 450 kHz frequency range is chosen for excitation.
- the excitation signal consists of all these frequency values linearly varying from 180 kHz to 450 kHz. This type of excitation is known as chirp excitation [19, 20].
- the function is used to generate chirp excitation as given in Equation 6. ⁇ 6 ⁇
- the previous section discusses how an excitation signal can contain multiple frequencies.
- the spacing between the excitation sources determines the wavelength of excitation in comb transduction.
- the magnet spacing adjustment therefore includes wavelengths between 9.2 mm and 18.2mm.
- Figure 9 shows the arrangement of magnets.
- the spacing between the alternative polarity magnets is varied by altering the thickness of the intermediate acrylic sheets. This arrangement is a linear wavelength variation distribution.
- a schematic diagram of Forentz force generated by the arrangements in Figure 9 is shown in Figure 10.
- the result shown in this section is the analysis of the transmitted SHI mode through 6 mm residual thickness gouging defect, as shown in Figure 3a.
- the cut-off frequency value corresponding to 6 mm residual thickness is 256 kHz. We expect to obtain this frequency value from these analyses.
- 2D-FFT is a popular method in NDE for the identification of wave modes and its frequency- wavenumber values [21]. The analysis is facilitated by overlaying dispersion curves on 2D- FFT plots. Inputs to the 2D-FFT are a set of A-Scans collected by constantly varying the relative distance between the transmitter and the receiver along the wave propagation direction. In the transmission analysis, the transmitter's position is stationary, and the receiver is moved as mentioned after the defect to collect the transmitted signals. The result obtained is shown in Figure 12.
- the 2D-FFT input is a set of A-Scans collected in the direction of wave propagation. It is a tedious task to collect A-Scans by moving the transducer. A single A-Scan can also calculate the remaining thickness. It is an easier method of inspection of the residual thickness.
- Figure 13 shows the frequency content of the SHI mode after passing the remnant thickness region of 6 mm. After the defect, the signal collected contains modes other than SHI. The frequency content of SHI alone is of interest to us. Consequently, SHI alone is separated by a time domain window for post-processing, and FFT is plotted.
- the red dotted line shown in Figure 13 is at 256 kHz, the frequency corresponding to 6mm remnant thickness. It is clear that the lower frequency values of SHI have been cut-off due to 6 mm remnant thickness.
- the cut-off frequency value can be selected by setting a threshold on the frequency amplitude axis.
- Minimum remnant thickness values can be calculated by knowing the minimum frequency of SHI using the method already explained. Reflection analysis
- the result shown in this section is the analysis of the reflected SHI mode from 4 mm residual thickness gouging defect, as shown in Figure 3b.
- the cut-off frequency value corresponding to 4 mm residual thickness is 385 kHz. We expect to obtain this frequency value from these analyses.
- Figure 15 shows the frequency content of the SHI mode after reflecting from the remnant thickness region of 4 mm. Identifying 4 mm remnant thickness from a single A-Scan in the reflection method. SHI alone is separated by a time domain window for post-processing. FFT of SHI mode alone is plotted to identify the least frequency value in reflected SHI mode. SHI alone is separated by a time domain window for post-processing, and FFT is plotted. The red dotted line shown in Figure 15 is at 385 kHz, the frequency corresponding to 4 mm remnant thickness. It is clear that the higher frequency values of SHI have been cut off due to 4 mm remnant thickness. The cut-off frequency value can be selected by setting a threshold on the frequency amplitude axis. Minimum remnant thickness values can be calculated by knowing the minimum frequency of SHI using the method explained.
- Tomasz Pialucha Determining a thickness of a region of wall- or plate- like structure.
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Priority Applications (2)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| GB2114953.9A GB2596966B (en) | 2019-05-02 | 2020-04-13 | Sizing of remnant thickness in pipes and plates using cut-off properties by widening excitation bands of frequency and wavelength |
| US17/605,991 US12066407B2 (en) | 2019-05-02 | 2020-04-13 | Sizing of remnant thickness in pipes and plates using cut-off properties by widening excitation bands of frequency and wavelength |
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| IN201941017501 | 2019-05-02 | ||
| IN201941017501 | 2019-05-02 |
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| WO2020222247A1 true WO2020222247A1 (en) | 2020-11-05 |
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| Application Number | Title | Priority Date | Filing Date |
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| PCT/IN2020/050351 Ceased WO2020222247A1 (en) | 2019-05-02 | 2020-04-13 | Sizing of remnant thickness in pipes and plates using cut-off properties by widening excitation bands of frequency and wavelength |
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| Country | Link |
|---|---|
| US (1) | US12066407B2 (en) |
| GB (1) | GB2596966B (en) |
| WO (1) | WO2020222247A1 (en) |
Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN114509813A (en) * | 2022-03-03 | 2022-05-17 | 中国科学院地理科学与资源研究所 | Method, device and electronic device for determining thickness of coal seam based on slot wave |
| WO2022259262A1 (en) * | 2021-06-11 | 2022-12-15 | INDIAN INSTITUTE OF TECHNOLOGY MADRAS (IIT Madras) | A system and a method for detecting and characterizing a defect in an object using guided wave inspection |
| CN117436767A (en) * | 2023-12-15 | 2024-01-23 | 云南师范大学 | Evaluation method, system and storage medium based on near-telecoupling coordination model |
Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2018029445A1 (en) * | 2016-08-11 | 2018-02-15 | Guided Ultrasonics Ltd | Determining a thickness of a region of wall- or plate-like structure |
Family Cites Families (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2013032450A2 (en) * | 2011-08-30 | 2013-03-07 | Georgia Tech Research Corporation | Weld analysis using laser generated narrowband lamb waves |
| WO2018204723A1 (en) * | 2017-05-04 | 2018-11-08 | The Board Of Trustees Of The Leland Stanford Junior University | Leaky lamb wave flowmeter |
| GB2577920A (en) * | 2018-10-10 | 2020-04-15 | Guided Ultrasonics Ltd | Determining thickness of an elongate or extended structure |
-
2020
- 2020-04-13 US US17/605,991 patent/US12066407B2/en active Active
- 2020-04-13 GB GB2114953.9A patent/GB2596966B/en active Active
- 2020-04-13 WO PCT/IN2020/050351 patent/WO2020222247A1/en not_active Ceased
Patent Citations (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2018029445A1 (en) * | 2016-08-11 | 2018-02-15 | Guided Ultrasonics Ltd | Determining a thickness of a region of wall- or plate-like structure |
Cited By (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2022259262A1 (en) * | 2021-06-11 | 2022-12-15 | INDIAN INSTITUTE OF TECHNOLOGY MADRAS (IIT Madras) | A system and a method for detecting and characterizing a defect in an object using guided wave inspection |
| GB2622345A (en) * | 2021-06-11 | 2024-03-13 | Indian Inst Tech Madras | A system and a method for detecting and characterizing a defect in an object using guided wave inspection |
| CN114509813A (en) * | 2022-03-03 | 2022-05-17 | 中国科学院地理科学与资源研究所 | Method, device and electronic device for determining thickness of coal seam based on slot wave |
| CN117436767A (en) * | 2023-12-15 | 2024-01-23 | 云南师范大学 | Evaluation method, system and storage medium based on near-telecoupling coordination model |
| CN117436767B (en) * | 2023-12-15 | 2024-04-09 | 云南师范大学 | Assessment method, system and storage medium based on near-remote coupling coordination model |
Also Published As
| Publication number | Publication date |
|---|---|
| GB2596966A (en) | 2022-01-12 |
| GB202114953D0 (en) | 2021-12-01 |
| US20220214313A1 (en) | 2022-07-07 |
| GB2596966B (en) | 2023-02-15 |
| US12066407B2 (en) | 2024-08-20 |
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