INFORMATION PROCESSING SYSTEM FOR NONDESTRUCTIVE INSPECTION AND NONDESTRUCTIVE INSPECTION METHOD
20220326182 · 2022-10-13
Inventors
- Kazunao MARUYAMA (Saitama-shi, Saitama, JP)
- Yoshiyuki HASHIMOTO (Hachioji-shi, Tokyo, JP)
- Sei KOH (Hachioji-shi, Tokyo, JP)
- Reiji ASANO (Saitama-shi, Saitama, JP)
Cpc classification
International classification
Abstract
An information processing system is for nondestructive inspection of a measurement target that is a magnetic material covered by a nonmagnetic body. The system includes an information processing device that reduces noise magnetic field components other than magnetic field components coming from the measurement target and/or emphasizes the magnetic field components coming from the measurement target in actual measurement data, based on the actual measurement data and virtual measurement data. The actual measurement data is obtained by applying a magnetic field to the measurement target and actually measuring a magnetic field coming from the measurement target using a magnetic sensor at a measurement position on a surface of the nonmagnetic body. The virtual measurement data is created under virtual conditions that are obtained by modifying actual measurement conditions.
Claims
1. An information processing system for nondestructive inspection of a measurement target that is a magnetic material covered by a nonmagnetic body, the system comprising: an information processing device that reduces noise magnetic field components other than magnetic field components coming from the measurement target and/or emphasizes the magnetic field components coming from the measurement target in actual measurement data, based on the actual measurement data and virtual measurement data, wherein the actual measurement data is obtained by applying a magnetic field to the measurement target and actually measuring a magnetic field coming from the measurement target using a magnetic sensor at a measurement position on a surface of the nonmagnetic body, and the virtual measurement data is created under virtual conditions that are obtained by modifying actual measurement conditions.
2. The information processing system for nondestructive inspection according to claim 1, wherein the information processing device reduces the noise magnetic field components in the actual measurement data that directly reach the magnetic sensor from a magnetic field source for measurement by performing calculation based on the actual measurement data and the virtual measurement data, wherein the virtual measurement data is created under the virtual conditions in which: the magnetic field source for measurement that applies a magnetic field to the measurement target is present in actual measurement; and the measurement target is absent in the actual measurement.
3. The information processing system for nondestructive inspection according to claim 1, wherein the information processing device reduces the noise magnetic field components in the actual measurement data that come from the magnetic field source for measurement and that reach the magnetic sensor through a magnetic material other than the measurement target, by performing calculation based on the actual measurement data and the virtual measurement data, wherein the virtual measurement data is created under the virtual conditions in which: the magnetic field source for measurement that applies a magnetic field to the measurement target is present in actual measurement; the measurement target is absent in the actual measurement; and the magnetic material other than the measurement target is present in the nonmagnetic body as with in the actual measurement.
4. The information processing system for nondestructive inspection according to claim 1, wherein the information processing device extracts a proportion of a magnetic field increased by presence of the measurement target in the actual measurement data by performing calculation based on the actual measurement data and the virtual measurement data, wherein the virtual measurement data is created under the virtual conditions in which: the magnetic field source for measurement that applies a magnetic field to the measurement target is present in actual measurement; and the measurement target is absent in the actual measurement.
5. The information processing system for nondestructive inspection according to claim 1, wherein the information processing device differentiates a curve that represents the actual measurement data distributed along the measurement target.
6. The information processing system for nondestructive inspection according to claim 1, wherein the information processing device detects a decrease of magnetic field components in the actual measurement data that come from the magnetic field source for measurement and that reach the magnetic sensor through a magnetic material other than the measurement target by performing calculation based on the actual measurement data and the virtual measurement data, the decrease being caused by a breakage in the measurement target, wherein the virtual measurement data is created under the virtual conditions in which: the magnetic field source for measurement that applies a magnetic field to the measurement target is present in actual measurement; the measurement target is sound in the actual measurement; and the magnetic material other than the measurement target is present in the nonmagnetic body as with in the actual measurement.
7. The information processing system for nondestructive inspection according to claim 1, wherein the information processing device smooths a curve of the actual measurement data that is distributed along the measurement target.
8. The information processing system for nondestructive inspection according to claim 1, wherein the actual measurement data and the virtual measurement data is in a data format that expresses two-dimensional distribution of a magnetic field and that expresses distribution of the measurement position on a two-dimension along the surface of the nonmagnetic body.
9. The information processing system for nondestructive inspection according to claim 8, wherein the information processing device corrects a shift of a central axis of the actual measurement data from a central axis of the measurement target, based on a symmetric property of two-dimensional distribution of a magnetic field with respect to the central axis of the measurement target.
10. The information processing system for nondestructive inspection according to claim 1, wherein the actual measurement data is scan measurement data obtained by moving the magnetic sensor and performing scanning, and the information processing device reduces time-varying ambient magnetic field noise in the scan measurement data, based on fixed-point measurement data obtained by a magnetic sensor fixed to a measurement site while the actual measurement data is obtained.
11. A nondestructive inspection method for a measurement target that is a magnetic material covered by a nonmagnetic body, the method comprising: reducing noise magnetic field components other than magnetic field components coming from the measurement target and/or emphasizing the magnetic field components coming from the measurement target in actual measurement data, based on the actual measurement data and virtual measurement data, wherein the actual measurement data is obtained by applying a magnetic field to the measurement target and actually measuring a magnetic field coming from the measurement target using a magnetic sensor at a measurement position on a surface of the nonmagnetic body, and the virtual measurement data is created under virtual conditions that are obtained by modifying actual measurement conditions.
12. The nondestructive inspection method according to claim 11, wherein the reducing reduces the noise magnetic field components in the actual measurement data that directly reach the magnetic sensor from a magnetic field source for measurement, based on the actual measurement data and the virtual measurement data, and the virtual measurement data is created under the virtual conditions in which: the magnetic field source for measurement that applies a magnetic field to the measurement target is present in actual measurement; and the measurement target is absent in the actual measurement.
13. The nondestructive inspection method according to claim 11, wherein the reducing reduces the noise magnetic field components in the actual measurement data that come from the magnetic field source for measurement and that reach the magnetic sensor through a magnetic material other than the measurement target, based on the actual measurement data and the virtual measurement data, and the virtual measurement data is created under the virtual conditions in which: the magnetic field source for measurement that applies a magnetic field to the measurement target is present in actual measurement; the measurement target is absent in the actual measurement; and the magnetic material other than the measurement target is present in the nonmagnetic body as with in the actual measurement.
14. The nondestructive inspection method according claim 11, wherein a proportion of a magnetic field increased by presence of the measurement target in the actual measurement data is extracted, based on the actual measurement data and the virtual measurement data, and the virtual measurement data is created under the virtual conditions in which: the magnetic field source for measurement that applies a magnetic field to the measurement target is present in actual measurement; and the measurement target is absent in the actual measurement.
15. The nondestructive inspection method according to claim 11, wherein a curve that represents the actual measurement data distributed along the measurement target is differentiated.
16. The nondestructive inspection method according to claim 11, wherein a decrease of magnetic field components in the actual measurement data that come from the magnetic field source for measurement and that reach the magnetic sensor through a magnetic material other than the measurement target is detected, based on the actual measurement data and the virtual measurement data, the decrease being caused by a breakage in the measurement target, and the virtual measurement data is created under the virtual conditions in which: the magnetic field source for measurement that applies a magnetic field to the measurement target is present in actual measurement; the measurement target is sound in the actual measurement; and the magnetic material other than the measurement target is present in the nonmagnetic body as with in the actual measurement.
17. The nondestructive inspection method according to claim 11, wherein a curve of the actual measurement data distributed along the measurement target is smoothed.
18. The nondestructive inspection method according to claim 11, wherein the actual measurement data and the virtual measurement data is in a data format that expresses two-dimensional distribution of a magnetic field and that expresses distribution of the measurement position on a two-dimension along the surface of the nonmagnetic body.
19. The nondestructive inspection method according to 18, wherein a shift of a central axis of the actual measurement data from a central axis of the measurement target is corrected, based on a symmetric property of two-dimensional distribution of a magnetic field with respect to the central axis of the measurement target.
20. The nondestructive inspection method according to claim 11, wherein the actual measurement data is scan measurement data obtained by moving the magnetic sensor and performing scanning, and the reducing reduces time-varying ambient magnetic field noise in the scan measurement data, based on fixed-point measurement data obtained by a magnetic sensor fixed to a measurement site while the actual measurement data is obtained.
Description
BRIEF DESCRIPTION OF DRAWINGS
[0019]
[0020]
[0021]
[0022]
[0023]
[0024]
[0025]
[0026]
[0027]
[0028]
[0029]
[0030]
[0031]
[0032]
[0033]
[0034]
[0035]
[0036]
[0037]
[0038]
[0039]
[0040]
[0041]
[0042]
[0043]
[0044]
[0045]
[0046]
[0047]
[0048] FIG. 18A1 shows distribution curves of magnetic field components in the X-axis direction;
[0049] FIG. 18A2 shows differential waveforms of the distribution curves in FIG. 18A1;
[0050] FIG. 18B1 shows distribution curves of magnetic field components in the X-axis direction;
[0051] FIG. 18B2 shows differential waveforms of the distribution curves in FIG. 18B1;
[0052] FIG. 19A1 shows distribution curves of magnetic field components in the Y-axis direction;
[0053] FIG. 19A2 shows differential waveforms of the distribution curves in FIG. 19A1;
[0054] FIG. 19B1 shows distribution curves of magnetic field components in the Y-axis direction;
[0055] FIG. 19B2 shows differential waveforms of the distribution curves in FIG. 19B1;
[0056] FIG. 20A1 shows distribution curves of magnetic field components in the Z-axis direction;
[0057] FIG. 20A2 shows differential waveforms of the distribution curves in FIG. 20A1;
[0058] FIG. 20B1 shows distribution curves of magnetic field components in the Z-axis direction;
[0059] FIG. 20B2 shows differential waveforms of the distribution curves in FIG. 20B1;
[0060] FIG. 21A1 shows distribution curves of magnetic field components in the Z-axis direction;
[0061] FIG. 21A2 shows distribution curves of magnetic field components in the Z-axis direction;
[0062] FIG. 21A3 shows distribution curves of magnetic field components in the Z-axis direction;
[0063] FIG. 21B1 shows distribution curves of magnetic field components in the Z-axis direction;
[0064] FIG. 21B2 shows distribution curves of magnetic field components in the Z-axis direction;
[0065] FIG. 21B3 shows distribution curves of magnetic field components in the Z-axis direction;
[0066]
[0067]
[0068]
[0069]
[0070]
[0071]
[0072]
[0073]
[0074]
[0075]
[0076]
[0077]
[0078]
[0079]
DESCRIPTION OF EMBODIMENTS
[0080] Hereinafter, an embodiment of the present invention will be described referring to the drawings. The following is an embodiment of the present invention and does not limit the present invention.
[0081] [Overview of Nondestructive Inspection]
[0082] An overview is presented for a nondestructive inspection method as an embodiment of the present invention and a nondestructive inspection system (including an information processing system) as an embodiment of the present invention for performing the method.
[0083] As shown in
[0084] Known examples of the magnetic sensor 21 include a hall element as a semiconductor sensor, a magneto resistive (MR) sensor, a magneto-impedance (MI) sensor, a tunnel type magneto resistive (TMR) sensor. The measurement device uses a hall element sensor for its balance of magnetic sensitiveness and dynamic range.
[0085] The voltage generated by the magnetic sensor 21 is converted into digital values by an A/D converter 22, and the measurement data is sent to the outside via a mobile communication unit 23. The sensor unit 2 includes: a central processing unit (CPU) 24 that performs overall control; and an operation receiver 25. The sent data is subjected to processing for visualizing magnetic field components coming from the measurement target by the cloud computer 9, which is an example of the information processing device in the system.
[0086] The magnetic field application unit 3 in this embodiment includes a permanent magnet.
[0087] The magnetic field application unit 3 in this embodiment applies either a N-pole or S-pole magnetic field to the measurement target and forms magnetic flows in the measurement target. The measurement target is a magnetic body, such as a steel material covered by a nonmagnetic body (e.g., concrete structure). The sensor unit 2 measures, using the magnetic sensors 21, magnetism leaking from the measurement target in which the magnetic flows are formed. This is called the magnetic stream method.
[0088] The cloud computer 9 is a Web server. The cloud computer 9 is capable of immediately processing the measurement data uploaded by the sensor unit 2 and display the measurement data with a browser application of the portable computer 4.
[0089]
[0090] As shown in
[0091] The magnetic field application unit 3 and the magnetic sensors 21 are arranged in the first direction Y, as shown in
[0092] Among the two magnetic sensors 21M, 21R arranged in the Z direction, the main sensor 21M is closer to the measurement surface 26M, and the reference sensor 21R is farther from the measurement surface 26M.
[0093] The sensor unit 2 is capable of performing scanning detections in which the sensor unit 2 performs detection while moving the magnetic sensors 21 in the Y direction with a sensor scan mechanism 27 driven by a motor 27M. In actual measurement, the sensor unit 2 performs the scanning detections with the magnetic sensors 21 in a state where the measurement surface 26M of the casing 26 is set and fixed on a measured surface (e.g., surface of concrete) of a measurement target structure that covers the measurement target. The sensor scan mechanism 27 is configured to allow the magnetic sensors 21 to scan desired positions of the measurement target and to stop and perform measurement at a desired position, provided that the sensor unit 2 and the magnetic field application unit 3 are not moved from the fixed position with respect to the measurement target in the measurement. This allows device to measure the same position repetitively as many times as desired. Further, the distance between the magnetic field application unit 3 and the measurement position is reproducible.
[0094] The measurement principle of the magnetic stream method in the present invention is described with reference to
[0095]
[0096] Assume that the measurement target 8 is a magnetic material, such as a reinforcing steel bar or a PC steel material, and that the measurement target 8 has a rupture part 8B that is a gap of about 1 centimeter at the central part. The nonmagnetic body (concrete) covering the measurement target 8 is not illustrated, and the same applies hereinafter.
[0097] The magnetic field application unit 3 applies the N-pole magnetic field to the measurement target 8, so that magnetic flows are formed in the measurement target 8 as a magnetic body. The magnetic flows in the magnetic body are released outside little by little, and gradually attenuate. The magnetic sensors 21 are configured to perform scanning along the measurement target 8 so as to detect the leaking magnetic flux in the longitudinal direction of the measurement target 8. The magnetic field applied to the measurement target 8 by the magnetic field application unit 3 may be either the N-pole or S-pole magnetic field. More specifically, the nondestructive inspection device 1 in this embodiment is configured to: apply, with the magnetic field application unit 3, a first-pole characteristic magnetic field (either N-pole or S-pole characteristic) to the measurement target 8 that is positioned next to the magnetic field application unit 3 and the magnetic sensors 21 in the second direction Z and that extends in the first direction Y; and detect, with the magnetic sensors 21, the magnetic field coming from the measurement target 8 that has formed distribution of the magnetic field that attenuates as leaving from the magnetic field application unit 3 within the range of the first-pole magnetic field. The nondestructive inspection device 1 measures, with the magnetic sensors 21, the magnetic field at multiple positions having different distances from the magnetic field application unit 3 along the first direction Y. The nondestructive inspection device 1 thus obtains the magnetic field distribution corresponding to the distance from the magnetic field application unit 3 along the first direction Y. In this embodiment, the nondestructive inspection device 1 includes the sensor scan mechanism 27 that moves the magnetic sensors 21 in the first direction Y on the casing 26, one end of which in the first direction Y is fixed to the magnetic field application unit 3. Thus, the nondestructive inspection device 1 can obtain the magnetic distribution corresponding to the distance from the magnetic field application unit 3 along the first direction Y.
[0098] When there is no rupture in the measurement target 8, the leaking magnetic forces gradually weaken as separating farther from the magnetic field application unit 3. When the measurement target 8 has the rupture part 8B as shown in
[0099]
[0100]
[0101] As described above, when the measurement target 8 does not have a rupture, the magnetic forces applied by the magnetic field application unit 3, which is positioned left to the measurement target 8 in
[0102] On the other hand, when the measurement target 8 has a rupture in the middle part, the magnetic forces applied by the magnetic field application unit 3 are gradually released outside and attenuate while flowing in the measurement target 8 until reaching the rupture part 8B. At the rupture part 8B, the magnetic forces flowing through the measurement target 8 are cut off at the rupture part 8, and little magnetic force flows after the rupture part 8B. As a result, the waveform rapidly decreases after the rupture part 8B (see a dashed-line graph in
[0103] The magnetic field distribution curves shown in
[0104] Creation of the two-dimensional distribution magnetic data in this embodiment is described with reference to
[0105] The sensor unit 2 of the nondestructive inspection device 1 includes multiple magnetic sensors 21 (main sensor 21M, reference sensor 21R), as shown in
[0106] Herein, the magnetic sensors 21 are hall element sensors. A characteristic of a hall element sensor is that its electromotive force changes according to the intensity of the applied magnetic field. As shown in
[0107] The basic flow of the nondestructive inspection with the magnetic stream method in this embodiment is described with reference to
[0113] Herein, it is optional whether to calculate the above-described arithmetic rebuilt data on the basis of the obtained magnetic field distribution data. [0114] (Step S6) The cloud computer 9 performs, on the magnetic field distribution data (actual measurement data), processing of visualizing magnetic field components coming from the measurement target 8. [0115] (Step S7) The cloud computer 9 further creates an image(s) for display on the basis of the data processed in Step S6. The image is displayed on the portable computer 4 or the like.
[0116] When the inspection is performed on a target having an area wider than the entire scanning surface of the magnetic sensors 21, the nondestructive inspection device 1 is moved to a region that has not been measured yet and repeats the above Steps S1 to S6.
[0117] [Processing of Visualizing Magnetic Field Components Coming from Measurement Target]
[0118] Processing of visualizing magnetic field components coming from the measurement target 8 by the information processing device (cloud computer 9) in the system is described. This processing corresponds to Step S6. The information processing device (9) reduces noise magnetic field components other than magnetic field components coming from the measurement target and/or emphasizes the magnetic field components coming from the measurement target in actual measurement data, based on the actual measurement data (obtained in Step S5) and virtual measurement data created under virtual conditions. The actual measurement data is obtained by applying a magnetic field to the measurement target 8 and actually measuring a magnetic field coming from the measurement target 8 using the magnetic sensors 21 at a measurement position on a surface of the nonmagnetic body. The virtual conditions are obtained by modifying actual measurement conditions.
[0119] The information processing device (9) stores the virtual measurement data in a memory. The virtual measurement data is created by: building, in a computer, a virtual measurement model that reproduces actual measurement conditions at a predetermined accuracy; and performing a simulation(s) under virtual conditions in which the virtual measurement model is modified according to processing contents, as described below. The virtual measurement data may not be created by a computer. The virtual measurement data may be obtained on the basis of measurement with an existing experimental model. The information processing device (9) uses this virtual measurement data for reducing noise magnetic field components and emphasizing magnetic field components coming from the measurement target.
[0120] (1) Processing of Reducing Direct Magnet Components
[0121] The information processing device (9) performs calculation on the basis of the virtual measurement data and the actual measurement data to reduce, in the actual measurement target, noise magnetic field components that directly reach the magnetic sensors 21 from the magnetic field source (3) for measurement. The virtual measurement data is created under virtual conditions that: the magnetic field source for measurement (3) that applies a magnetic field to the measurement target is present but the measurement target 8 is absent in the actual measurement.
[0122] The virtual conditions are different from the actual measurement conditions only in that the measurement target 8 is absent under the virtual conditions.
[0123]
[0124]
[0125]
[0126] The information processing device (9) performs normalization such that the maximum value of the actual measurement data is equal to the maximum value of the virtual measurement data.
[0127] Next, the information processing device (9) subtracts measurement values of the normalized virtual measurement data from corresponding measurement values of the normalized actual measurement data.
[0128] Under the actual measurement conditions, naturally the measurement target is present, and the actual measurement data includes effects of the measurement target. On the other hand, under the virtual conditions, the measurement target is absent. Therefore, in the measurement data after the subtraction process, noise magnetic field components (H2 in
[0129] The noise magnetic field components are thus reduced.
[0130] More specifically, processing of removing components that directly reach the magnetic sensors 21 from the magnetic field application unit 3 is performed. As described above, whether a steel material (measurement target 8) is ruptured is determined by detecting the magnetic field that gradually leaks from the steel material while flowing in the steel material. The removing processing corrects a phenomenon in which: the magnetic field from the magnetic field application unit 3 does not flow to the steel material but directly reaches the magnetic sensors 21 through the area other than the steel material; and such undesired components decrease determination accuracy by being added to the measurement waveform.
[0131] (2) Reduction of Effects by Magnetic Material Other than Measurement Target
[0132]
[0133] The nonmagnetic material (e.g., concrete) covers the measurement target 8 (e.g., PC steel material) and a cross stirrup(s) 5. The cross stirrup 5 is the magnetic material 5 different from the measurement target 8.
[0134] The magnetic field application unit 3 is set on the surface of the nonmagnetic material and applies a magnetic field (H1) to the measurement target 8. The measurement target 8 is scanned with the magnetic sensors 21 along the longitudinal direction (Y direction) of the measurement target 8 such that the magnetic sensors 21 leave the magnetic field application unit 3. Herein, the sensor unit 2 has five magnetic sensors 21 in the X direction each of which detects components in three axis directions. The five magnetic sensors in the X direction are an example for easy explanation. There may be more than five magnetic sensors in the X direction.
[0135] The cross stirrup(s) 5 is positioned between the measurement target 8 and the surface of the nonmagnetic material on which the measurement surface 26M is set. There are multiple cross stirrups 5 that extend in the X direction and that are arranged next to each other in the Y direction.
[0136] The measurement target 8 has the rupture part 8B between two cross stirrups 5, 5, which are arranged in the Y direction.
[0137]
[0138] Such deformation of waveforms caused by magnetic fields coming from the cross stirrups 5, 5 is removed through processing. In the processing, the virtual conditions and the actual measurement conditions are differentiated only in that the measurement target 8 is absent under the virtual conditions.
[0139] The information processing device (9) performs calculation on the basis of the virtual measurement data and the actual measurement data, and reduces, from the actual measurement data, noise magnetic field components (H3 in
[0140]
[0141] The calculation can be done by subtracting the virtual measurement data from the actual measurement data, or more specifically, subtracting values obtained in the virtual measurement data from corresponding values obtained in the actual measurement data.
[0142] Under the actual measurement conditions, naturally the measurement target 8 and the cross stirrups 5 are present, and the actual measurement data includes effects of them. On the other hand, under the virtual conditions, the measurement target 8 is absent but the cross stirrups 5 are present. Therefore, in the measurement data after the subtraction processing, noise magnetic field components (H3 in
[0143]
[0144] Thus, the noise magnetic field components are reduced.
[0145] More specifically, signal components that reach the magnetic sensors 21 through a magnetic body other than the measurement target 8 (typically, cross stirrup) are removed through processing. When a magnetic body other than the steal material as the measurement target 8 is present within the measurement range, the magnetic body (5) absorbs the magnetic powers coming directly from the magnetic field application unit 3 or the magnetic powers passing through the steel material and releases the absorbed magnetic powers. This forms undesired magnetic fields around the magnetic body (5). The undesired magnetic fields, which are undesired components that interrupt detection, are added to the waveform detected by the sensors. These undesired components are estimated and subtracted/removed from the measured waveforms through processing.
[0146] (3) Extraction of Proportion (Level Adjusting)
[0147] Positions close to the magnetic field application unit 3 have intense signals, whereas positions far from the magnetic field application unit 3 have weak signals. The signal levels are therefore different.
[0148]
[0149] When the measurement target 8 is present, the measurement target 8 transmits magnetic powers. In the range 15B where the measurement positions are sufficiently far from the magnetic field application unit 3, the magnetic force eventually becomes zero regardless of the presence/absence of the measurement target 8. The values therefore approaches 1.
[0150]
[0151] In this processing, dynamic ranges are adjusted so that the waveform in the region closer to the magnetic field application unit 3 and the waveform in the region farther from the magnetic field application unit 3 are displayed as having the same change rates.
[0152] The information processing device (9) performs calculation on the basis of the virtual measurement data and the actual measurement data to calculate the proportion of the magnetic field that is increased owing to the presence of the measurement target 8 in the actual measurement data. The virtual measurement data is created under virtual conditions that: the magnetic field source for measurement (3) that applies a magnetic field to the measurement target 8 is present but the measurement target is absent in the actual measurement. The virtual conditions are different from the actual measurement conditions only in that the measurement target 8 is absent under the virtual conditions.
[0153] Firstly, the information processing device (9) normalizes the actual measurement data and the virtual measurement data such that the maximum measurement values become equal between the actual measurement data and the virtual measurement data.
[0154] The information processing device (9) then smooths the curve of the actual measurement data.
[0155] The information processing device (9) then subtracts the virtual measurement data from the actual measurement data.
[0156]
[0157]
[0158]
[0159] More specifically,
[0160]
[0161] As described above, the information processing device 9 shows the proportion of the magnetic field increased by the presence of the measurement target 8 regardless of the distance from the magnetic field application unit 3. Thus, the information processing device 9 can emphasize the magnetic field components coming from the measurement target. The farther the measurement position is from the magnetic field application unit 3, the more the magnetic field components are emphasized.
[0162] (4) Processing of emphasizing characteristic waveform (extracting differential waveform) The information processing device (9) performs processing of emphasizing a characteristic waveform(s) by utilizing characteristics of the measurement data on the measurement target 8. By doing so, the information processing device (9) makes it easier to judge the measurement result.
[0163] Judgement on the presence of a rupture/breakage may be done based on at least one of the following: whether the waveform of magnetic field components in the X-axis direction narrows; whether the waveform of magnetic field components in the Y-axis direction has a peak projecting upwards; and whether the waveform of magnetic field components in the Z-axis direction rapidly attenuates.
[0164] The information processing device (9) obtains differential values of waveforms representing magnetic field components in the respective X, Y, and Z axis directions. The information processing device (9) also judges that a part having a value exceeding a predetermined threshold may be a rupture, and displays the judgement.
[0165] As shown in
[0166]
[0167] As shown in FIG. 18B2, the X-axis direction components conspicuously change owing to the rupture part 8B. In the sound case (FIG. 18A2), the curve is above a threshold TH1, whereas in FIG. 18B2, the curve falls below the threshold TH1. Based on this, the information processing device (9) can determine that there may be a rupture. The threshold TH1 is −30 degrees of gradient in the figures as an example.
[0168] As shown in FIG. 19B2, the Y-axis direction components conspicuously change owing to the rupture part 8B. In the sound case (FIG. 19A2), the curve does not exceed or fall below a threshold TH2, whereas in FIG. 19B2, the curve exceeds and falls below the threshold TH2. Based on this, the information processing device (9) can determine that there may be a rupture. The thresholds TH2 is ±30 degrees of gradient in the figures as an example.
[0169] As shown in FIG. 20B2, the Z-axis direction components conspicuously change owing to the rupture part 8B. In the sound case (FIG. 20A2), the curve does not fall below a threshold TH3, whereas in FIG. 20B2, the curve falls below the threshold TH3. Based on this, the information processing device (9) can determine that there may be a rupture. The thresholds TH3 is −30 degrees of gradient in the figures as an example.
[0170] (5) Processing for judgement based on magnetic components coming from cross stirrup
[0171] Whether the measurement target is damaged may be judged on the basis of levels of signal changes caused by magnetic components coming from the cross stirrup 5.
[0172] When the measurement target 8 has the rupture part 8B, signals coming from cross stirrups positioned after the rupture part 8B are smaller as compared with the case where there is no rupture. This fact is utilized in this section. Therefore, in this section, the processing of removing cross stirrup signals described in the above (2) is not performed.
[0173] Assume that two cross stirrups 5, 5 are arranged next to each other in the Y-axis direction, as shown in
[0174] When the measurement target 8 has the rupture part 8B, the ratio of attenuation to distance increases.
[0175] When the ratio of attenuation to distance is less than 1%/1 cm, the information processing device (9) determines that the rupture part 8B is present between the left and right cross stirrups 5L, 5R. The processing is described with reference to
[0176]
[0177] The information processing device (9) subtracts the waveform without cross stirrup (FIG. 21A1) from the waveform with cross stirrups (FIG. 21A2). The result of subtraction is shown in FIG. 21A3. As shown in FIG. 21A3, the magnetic field attenuates at the position of the right cross stirrup 5R as compared with the position of the left cross stirrup 5L according to the constant ratio of attenuation to distance. The magnetic field caused by the cross stirrup has the minus polarity, and is shown as a downward projection in the graph. The size of the downward projection at the right cross stirrup 5R is smaller than the downward projection at the left cross stirrup 5L.
[0178] Similarly, in the case where the rupture is present, the information processing device (9) subtracts the sound waveform without cross stirrup (FIG. 21A1) from the waveform with cross stirrups (FIG. 21B2) as well. The subtraction result is shown in FIG. 21B3.
[0179] As compared with FIG. 21A3, the size of the downward projection at the right cross stirrup 5R is further smaller than the downward projection at the left cross stirrup 5L.
[0180] The information processing device (9) detects such a decrease through threshold processing to determine that the rupture part 8B is present between the left and right cross stirrups 5L, 5R.
[0181] The information processing device (9) determines that the steel material is ruptured before the left cross stirrup 5L when the amplitude of the magnetic field at the left cross stirrup 5L is smaller as compared with the normal case.
[0182] As described above, the information processing device (9) performs calculation on the basis of the virtual measurement data of the sound case (FIG. 21A2 or A3) and the actual measurement data (FIG. 21B2 or FIG. 21B3) to compare the actual measurement data with the virtual measurement data of the sound case (FIG. 21A2 or FIG. 21A3). The information processing device (9) thus detects, in the actual measurement data, decrease in magnetic field components owing to a breakage of the measurement target 8, the magnetic field components reaching the magnetic sensors 21 from the magnetic field source for measurement (3) through the magnetic material 5 other than the measurement target. The virtual measurement data is created under the virtual conditions that: the magnetic field source for measurement (3) that applies a magnetic field to the measurement target 8 is present in actual measurement; the measurement target 8 is sound; and the magnetic material 5 other than the measurement target 8 is present in the nonmagnetic body as with in actual measurement (FIG. 21B2).
[0183] Thus, the information processing device (9) emphasizes magnetic field components that are coming from the measurement target and that are measurable through the cross stirrups 5.
[0184] The information processing device (9) may not detect the above-described decrease. The information processing device (9) may display the data in which the amplitude of the magnetic field at the cross stirrup 5 is emphasized in the actual measurement data (i.e., display the waveform as shown in FIG. 21B3). Then, a user who knows the degree of decrease in a sound case may judge the degree of decrease.
[0185] (6) Smoothing Processing
[0186] The information processing device (9) smooths the curve of the actual measurement data that distributes along the measurement target 8.
[0187] In the smoothing processing, the exponential moving average is used for calculation, for example.
[0188] This smoothing processing is applied to the above-described (3) smoothing. It is basically preferable that this smoothing processing be applied to the actual measurement data.
[0189] When the steel material as the measurement target 8 is positioned relatively deep in the Z-axis direction, the waveform of the rupture in the steel material has low frequencies. On the other hand, sensor noise and noise from foreign substances on the concrete surface have high frequencies. On the basis of these characteristic difference, low-pass filtering (e.g., moving average) is performed in this section, so that unsmoothness of the high-frequency waveform can be reduced.
[0190] (7) Correction of Axis Misalignment
[0191] The information processing device (9) utilizes the characteristics of the measurement data on the measurement target 8 to correct axis misalignment between the measurement target 8 and the measurement device (sensor unit 2), which is caused by the relative positional relationship between the measurement target 8 and the sensor unit 2. This makes it easy to judge the measurement result.
[0192] As an algorithm for correcting axis misalignment, the X-axis direction positions (width direction of measurement surface) of the measurement data are corrected on the assumption that the center line of the measurement surface 26M is the center between edge lines of the measured surface.
[0193]
[0194] As described above, the measurement line of the central magnetic sensor 21-3 is shifted from the central line (0 line). The information processing device (9) shifts values measured by all the magnetic sensors 21-1 to 21-5 based on the ratio according to the horizontal axis coordinates (Y-axis coordinates) such that the measurement line of the central magnetic sensor 21-3 corresponds to the central line (0 line). Thus, the information processing device (9) adjusts the data such that all the measurement lines are symmetry with respect to the central line (0 line). As a result of correcting the axis misalignment, measurement lines as shown in FIG. 21B1 to FIG. 21B3 as a whole can be obtained.
[0195]
[0196] In an ideal case where no axis misalignment occurs, with respect to the magnetic components in the Y-axis or Z-axis direction, the central magnetic sensor 21-3 should have the maximum values, and two magnetic sensors 21-1 and 21-5 that are at an equal distance from the center should have equal values. Further, the other two magnetic sensors 21-2 and 21-4 that are at an equal distance from the center should have equal values as well. However, values measured by the respective sensors are shifted owing to axis misalignment, as shown in
[0197] The information processing device (9) supposes an upward-convex curve that represents distribution in the X-axis direction and that crosses measurement values of all the sensors. The information processing device (9) shifts the measurement values such that the measurement value of the central magnetic sensor 21-3 corresponds to the peak of the curve and the measurement values of two magnetic sensors 21-1 and 21-5 (21-2 and 21-4) at an equal distance from the center are equal to each other. Thus, the information processing device (9) corrects the data so that the data has an ideal symmetric balance, as shown in
[0198] As described above, the information processing device (9) corrects shift of the central axis in the actual measurement data from the central axis of the measurement target, on the basis of the symmetry in distribution of the two-dimensional (X-Y) magnetic field with respect to the central axis of the measurement target 8.
[0199] Thus, errors caused by the positioning of the measurement device are removed to obtain uniform data. This makes it easy to judge whether a breakage is present in the measurement target.
[0200] (8) Reduction of Time-Varying Ambient Magnetic Noise
[0201] The sensor unit 2 may include a fixed magnetic sensor 28.
[0202] The fixed magnetic sensor 28 is fixed at a certain position when the magnetic sensor 21 moves for scanning. The fixed magnetic sensor 28 may not be fixed to the sensor unit 2. The fixed magnetic sensor 28 may be fixed at the measurement site while actual measurement data is obtained.
[0203]
[0204] The information processing device (9) includes a fluctuation corrector 29. On the basis of measurement data having fluctuations (
[0205] Thus, fluctuations caused by time-varying ambient magnetic field noise (e.g., noise from overhead wiring of railways) can be eliminated. For example, bullet trains are driven by AC power at 60 Hz, and electric currents flowing through the overhead wiring and rails cause ambient magnetism changes at 60 Hz. Fluctuations caused by these changes can be removed.
[0206] As described above, noise magnetic field components other than magnetic field components coming from the measurement target are reduced in actual measurement data.
[0207] (9) Example of Processing Result
[0208] As described above, magnetic field components coming from the measurement target are visualized by reducing noise magnetic field components and/or emphasizing magnetic field components coming from the measurement target.
[0209]
[0210] The rupture part 8B is represented by narrowing X-axis components in
[0211] According to the above embodiment, the magnetic field application unit 3 may be arranged only at one side of the magnetic sensors 21. This reduces the size and weight of the nondestructive inspection device 1. This also enables measuring all parts of the measurement target structure including the exterior nonmagnetic body. Further, in performing measurement by consecutively changing measurement positions, there is no other magnet that magnetizes earlier, and measurement and moving measurement positions can be done while keeping a predetermined relative position between the magnetic field application unit and the magnetic sensors as one body. This allows a user without high skills to efficiently repeat accurate and stable measurement.
[0212] Further, by the above-described data processing, magnetic field components coming from the measurement target are visualized. This makes it easy to determine whether a breakage is present in the measurement target.
[0213] The above embodiment is not a limitation. The hardware configuration of the information processing device that performs processing for visualizing magnetic field components coming from the measurement target is not limited to the cloud computer 9. The information processing device may be a computer that is connected one-to-one to the nondestructive inspection device 1 or a computer that is integrated with the nondestructive inspection device, for example. It is advantageous to use one cloud computer 9 for performing processing in terms of collection of information, uniformity of processing, and usability.
[0214] In the above embodiment, the magnetic sensors 21 perform scanning in the Y direction and are an sensor array in the X direction. However, the magnetic sensors 21 may be sensor arrays in the Y direction as well. More specifically, the sensor unit 2 may include multiple magnetic sensors 21 arranged in the first direction (Y direction) on the casing 26 so that magnetic field distribution along the first direction (Y direction) is obtained according to the distance from the magnetic field application unit 3. In the case, the above processing (8) is not required.
[0215] Further, the sensor unit 2 may be configured to perform scanning in the X and Y directions.
[0216] In the above embodiment, two-dimensional data having multiple columns in the X and Y directions is obtained. However, one-dimensional data having one column in the Y direction may be obtained when the X direction is can be omitted depending on processing contents.
[0217] Further, there may not be two magnetic sensors 21 in the Z direction. There may be only one magnetic sensor (main sensor) in the Z direction.
INDUSTRIAL APPLICABILITY
[0218] The present invention is applicable to an information processing system for nondestructive inspection and nondestructive inspection method.
REFERENCE SIGNS LIST
[0219] 1 Nondestructive inspection device
[0220] 2 Sensor unit
[0221] 3 Magnetic field application unit
[0222] 5 Cross stirrup
[0223] 8 Measurement target
[0224] 8B Rupture part
[0225] 9 cloud computer (information processing device)
[0226] 10 Nondestructive inspection system
[0227] 21 Magnetic sensor
[0228] 21M Main sensor
[0229] 21R Reference sensor
[0230] 25 Operation receiver
[0231] 26 Casing
[0232] 27 Sensor scan mechanism