CN103792280B - Magnetic nondestructive testing method for contact damage inversion of ferromagnetic material - Google Patents

Magnetic nondestructive testing method for contact damage inversion of ferromagnetic material Download PDF

Info

Publication number
CN103792280B
CN103792280B CN201410018103.0A CN201410018103A CN103792280B CN 103792280 B CN103792280 B CN 103792280B CN 201410018103 A CN201410018103 A CN 201410018103A CN 103792280 B CN103792280 B CN 103792280B
Authority
CN
China
Prior art keywords
leakage signal
magnetic
magnetic leakage
ferromagnetic
damage
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Expired - Fee Related
Application number
CN201410018103.0A
Other languages
Chinese (zh)
Other versions
CN103792280A (en
Inventor
汪越胜
姚凯
黄亭
鲁晓鹏
王婷婷
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beijing Jiaotong University
Original Assignee
Beijing Jiaotong University
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Beijing Jiaotong University filed Critical Beijing Jiaotong University
Priority to CN201410018103.0A priority Critical patent/CN103792280B/en
Publication of CN103792280A publication Critical patent/CN103792280A/en
Application granted granted Critical
Publication of CN103792280B publication Critical patent/CN103792280B/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Landscapes

  • Investigating Or Analyzing Materials By The Use Of Magnetic Means (AREA)

Abstract

The invention belongs to the technical field of measurement and in particular relates to a magnetic nondestructive testing method for contact damage inversion of a ferromagnetic material. The method comprises the following steps: detecting a leakage magnetic field on the surface of a ferromagnetic component by utilizing a magnetic sensor, acquiring an initial magnetic leakage signal on the tested surface, and storing the signal in an intelligent magnetic memory instrument through a coaxial cable; and calculating to obtain a gradient value of the magnetic leakage signal on the tested surface according to the magnetic leakage signal on the tested surface. According to the contact damage criterion and a method for performing inversion on the damage area range, the method has the beneficial effects that the contact damage degree of lots of ferromagnetic components used in the fields of energy, petrochemical industry, traffic and the like at present are detected on line, secondary contact damage of the ferromagnetic component is avoided during detection, a phenomenon that the ferromagnetic components are in loosened engagement or are cracked according to plastic deformation generated on a contact surface due to the contact damage is avoided, and the service life of the material is prolonged.

Description

A kind of magnetic lossless detection method of ferromagnetic material contact damage inverting
Technical field
The invention belongs to field of measuring technique, and in particular to a kind of magnetic Non-Destructive Testing side of ferromagnetic material contact damage inverting Method.
Background technology
In modern industry production, the damage caused by contact is relatively common, and these damages reduce the strong of ferromagnetic structure Degree and anti-fatigue performance, integrality, security to equipment cause serious threat.Therefore, from for structure security standpoint, must Material earlier damage, Deterioration of Structural Performance degree and residual life must be carried out effectively monitoring and assessing.
Non-Destructive Testing refer on the premise of material/structure performance is not damaged, for detecting its characteristic mass, it is determined that Whether it reaches specific engineering technology requirement, if the method that can also continue to be on active service, and it is to check the quality of product, ensure The necessary robust techniques means of product safety, extension life of product.Common lossless detection method has:Magnetic powder inspection and leakage field Detection, acoustic emission, supersonic guide-wave, eddy detection technology etc., it is determined that whether component inside has when there is macroscopic cracking Good effect, but often accurately tired micro-damage whether cannot occur inside determination means;X-ray diffraction technology can be to gold Category structure residual stress carries out effective detection, but detection depth is very limited (typically in micron dimension), and to surface of test piece Quality requirement is high, testing equipment is complicated, expensive, difficult to realize to detect on a large scale online;Ultrasound non-linear technology is in detection During structure damage degree similarly in the presence of, signal anti-interference high to surface of test piece quality requirement it is poor, cannot complete to complex component Internal stress and degree of injury carry out the problems such as on-line checking.Compared with traditional electromagnetic nondestructive method, metallic magnetic Mnemonics have the advantages that detection speed it is fast, without external source, testing equipment is compact and is easy to carry about with one, particularly to detection Area of stress concentration has sensitivity higher.
But, from for detection means, the diagnosis of the Early-age behavior degeneration caused due to micro-damage to material and structure will It is more much more difficult than determining macroscopic cracking.In fact, the simple and effective stress raisers degree of development (including structural initial pre stress and Accumulation working stress) and the evaluation method degenerated of material property early stage, the degree of impairment for key member in heavy construction enters Row scene Fast nondestructive evaluation, and then realize carrying out the security and residual life of in-service equipment effectively assessment, it is always reality Test the problem that mechanics and field of non destructive testing are paid special attention to.
Inversion theory and technology play vital effect in field of non destructive testing, and Non-Destructive Testing is actual, and face is one Indirect problem, i.e., must set up intelligentized experiment point according to the experimental signal having detected that with reference to physical model and simulation meanses Analysis system, final inverting fault of construction feature.On the inverting identification technology based on experiment, existing some scholars are to this development phase Pass is studied, and some correlation techniques are also partly applied, such as genetic algorithm, simulated annealing, chaos algorithm.But, Up to the present, the position for determining whether defect and defect using metal magnetic memory technique still compares successful, and determines to lack The problems such as falling into size, shape is then difficult more, also little on nondestructive test with metal magnetic memory defect inverting Study of recognition at present See report, it is necessary to carry out related system research.
Contact damage, contact damage can be caused to ferromagnetic component contact surface is likely to result in when being detected to ferromagnetic component Produce plastic deformation, cause and loosened at ferromagnetic component occlusion, or accelerated material fatigue crack germinating and extension, reduce material Service life.
The content of the invention
The technical problems to be solved by the invention are directed to the deficiencies in the prior art, there is provided a kind of ferromagnetic material contact damage The magnetic lossless detection method of inverting.
In order to realize foregoing invention purpose, the present invention proposes a kind of magnetic Non-Destructive Testing of ferromagnetic material contact damage inverting Method, comprises the following steps:
Step 1)The measure of the initial magnetic leakage signal of ferromagnetic component:By coaxial cable by Magnetic Sensor and intelligent Magnetic Memory instrument Connection, the surface of ferromagnetic items is detected using Magnetic Sensor along two mutually perpendicular directions on the same plane, obtains tested table The initial magnetic leakage signal in face, and be stored in intelligent Magnetic Memory instrument;
Step 2)The measure of ferromagnetic component magnetic leakage signal after contact:Contact loading is carried out to ferromagnetic component, using ferromagnetic pressure Head ferromagnetic component is loaded, to certain load after unloaded, ferromagnetic component is removed and Magnetic Flux Leakage Inspecting is carried out, measure iron The magnetic leakage signal of magnetic component compression face;
Step 3)The calculating of Grad:By step 2)In the magnetic leakage signal that measures subtract step 1)In the initial leakage field that measures Signal, eliminates the interference of initial other factors, according to the magnetic leakage signal of the measured surface for obtaining, is calculated the leakage of measured surface The Grad of magnetic signal;
Step 4)The inverting in contact damage area:By the evaluation criteria and evaluating of contact damage to contact damage zone model Enclosing carries out inverting.
The step 3)Also include:The initial magnetic leakage signal of ferromagnetic component cannot be obtained, is then omitted elimination initial factors and is done The step for disturbing, directly calculates the Grad of the magnetic leakage signal of measured surface;
Initial magnetic leakage signal includes the initial magnetic leakage signal of normal directionWith tangential initial magnetic leakage signal;Magnetic leakage signal Including normal direction magnetic leakage signalWith tangential magnetic leakage signal;Grad includes the Grad of normal direction magnetic leakage signalWith The Grad of tangential magnetic leakage signal
Define the Grad of normal direction magnetic leakage signal:
Define the Grad of tangential magnetic leakage signal:
The evaluation criteria of contact damage, in contact stress concentration zones, there is an extreme value, leakage field gradient in normal direction magnetic leakage signal There are peak-peak value changes, and in contact zone center zero crossing;There is peak-peak value changes and mistake in tangential magnetic leakage signal There is extreme value in zero point, leakage field gradient.
Using the work of the gradient magnitude of the active width and tangential magnetic leakage signal of the gradient peak-to-peak value of normal direction magnetic leakage signal The scope in contact damage area can be reflected with width the two parameters., it is necessary to along same measurement direction (x in actually measurement Direction) multipath measurement is carried out, the two parameters on different paths are obtained, catch the damage sector width reflected on per paths; Vertically (y directions) carries out multipath measurement again, obtains the two parameters on different paths, catches on per paths and reflects Damage sector width, the region basic inverting shape of damage zone formed between these width in both direction.Wherein normal direction leakage The gradient peak-to-peak value of magnetic signal is more sensitive to damage zone shape.
By the active width of the gradient peak-to-peak value of the actually detected normal direction magnetic leakage signal for obtaining, and tangential magnetic leakage signal The active width of gradient magnitude be compared with its criticality safety value, the component peace if actual measured value is less than criticality safety value Entirely, otherwise then for dangerous.Wherein criticality safety value is, according to different materials and different damage safety grades, formally to detect it The preceding use reference block parameter for evaluating component damage degree obtained by calibrating.
Benefit of the invention is that:The ferromagnetic component contact damage largely used fields such as the current energy, petrochemical industry, traffic Degree realizes on-line checking, and secondary contact damage will not be carried out to ferromagnetic component during detection, prevents contact damage from causing contact The plastic deformation that face produces, causes ferromagnetic component to be engaged and loosens or crack, and improves the service life of material.
Brief description of the drawings
Fig. 1 is the magnetic lossless detection method flow chart of ferromagnetic material contact damage;
Fig. 2 is the magnetic nondestructive detection system schematic diagram of ferromagnetic material contact damage;
Fig. 3 is ferromagnetic component contact damage area normal direction magnetic leakage signal result schematic diagram;
Fig. 4 is the tangential magnetic leakage signal result schematic diagram in ferromagnetic component contact damage area;
Fig. 5 is ferromagnetic component contact damage area normal direction magnetic leakage signal Grad result schematic diagram;
Fig. 6 is the tangential magnetic leakage signal Grad result schematic diagram in ferromagnetic component contact damage area;
Fig. 7 is the load mode schematic perspective view in embodiment;
Fig. 8 is the load mode side schematic view in embodiment;
Fig. 9 is measurement trace distribution schematic diagram in the x-direction;
Figure 10 is measurement trace distribution schematic diagram in the y-direction;
Figure 11 is to measure the point layout figure on trace in the x-direction;
Figure 12 is to measure the point layout figure on trace in the y-direction;
Figure 13 is normal direction magnetic leakage signal distribution map in the y-direction under different traces, as F=80kN;
Figure 14 is normal direction magnetic leakage signal distribution map in the y-direction under different traces, as F=80kN;
Figure 15 is normal direction magnetic leakage signal distribution map in the x-direction under different traces;
Figure 16 is normal direction magnetic leakage signal distribution map in the x-direction under different traces;
Figure 17 is the Grad distribution map of normal direction magnetic leakage signal in the y-direction under different traces;
Figure 18 is the Grad distribution map of normal direction magnetic leakage signal in the y-direction under different traces;
Figure 19 is the Grad distribution map of normal direction magnetic leakage signal in the x-direction under different traces;
Figure 20 is the Grad distribution map of normal direction magnetic leakage signal in the x-direction under different traces;
Figure 21 is x orientation measurement stray field catastrophe point coordinate diagrams;
Figure 22 is y orientation measurement stray field catastrophe point coordinate diagrams;
Figure 23 is damage field inverting coordinate diagram under 80kN.
Specific embodiment
When considered in conjunction with the accompanying drawings, by referring to following detailed description, can more completely more fully understand the present invention with And the adjoint advantage of many of which is easily learnt, but accompanying drawing described herein is used for providing a further understanding of the present invention, Constitute a part of the invention.
To enable the above objects, features and advantages of the present invention more obvious understandable, below with No. 45 steel ferromagnetic components Detection normal direction magnetic leakage signal as a example by, with reference to the drawings and specific embodiments, the present invention is further detailed explanation.
Embodiment 1:As shown in Fig. 1 to Figure 23,
Step 1)As shown in Figure 7 and Figure 8, ferromagnetic component is loaded using cylindrical ferromagnetic pressure head, is loaded onto 80kN After unloaded, ferromagnetic component is removed and Magnetic Flux Leakage Inspecting is carried out, as shown in Figure 7 to 10, utilized along different paths and mark point Written examination Magnetic Sensor point surveys ferromagnetic component compression face surface, as shown in Figure 13 to Figure 16, measures respectively in the y-direction and in the x-direction Normal direction magnetic leakage signal under different tracesAnd be stored in intelligent Magnetic Memory instrument;
Step 2)Contact loading is carried out to ferromagnetic component, ferromagnetic component is loaded using ferromagnetic pressure head, to certain load Unloaded after lotus, ferromagnetic component is removed and Magnetic Flux Leakage Inspecting is carried out, measured the normal direction magnetic leakage signal of ferromagnetic component compression face
Step 3)The magnetic leakage signal measured after contact is subtracted into initial magnetic leakage signal, the dry of initial other factors can be eliminated Disturb, as shown in Figure 17 to Figure 20, calculate the ladder of normal direction magnetic leakage signal of the measured surface in the y-direction and in the x-direction under different traces Angle value
Define the Grad of normal direction magnetic leakage signal:
Step 4)On the basis of contact damage criterion, using the active width of the peak-to-peak value of normal direction magnetic leakage signal gradientThis parameter carries out inverting to the scope for contacting damage zone, determines the scope in contact damage area:In x measurement directions, obtain every The evaluating of the magnetic leakage signal gradient curve on pathsInTwo coordinate points are simultaneously plotted in Figure 21 respectively; Same treatment is carried out in y measurement directions, and the coordinate points that will be captured are drawn into Figure 22 in the lump, these coordinates in both direction The basic inverting in region that is formed between the point shape in contact damage area, it can be seen that, this contact damage detection evaluate with it is anti- The magnetic lossless detection method drilled is feasible, reliable, and relatively more accurate.
Step 5)No. 45 steel calibrated bolcks are loaded, while measuring its magnetic leakage signal, calibrated bolck contact damage journey is obtained Corresponding relation between degree and magnetic leakage signal, No. 45 work safety grades of steel member are tested according to actual, determine normal direction leakage field The gradient peak-to-peak value of signalAnd active widthAnd the gradient magnitude of tangential magnetic leakage signalAnd active widthCriticality safety value;
Step 6)By the active width of the gradient peak-to-peak value of the actually detected normal direction magnetic leakage signal for obtainingAnd cut To the active width of the gradient magnitude of magnetic leakage signalIt is compared with criticality safety value, such as actual measured value is less than critical peace Total head then component safety, otherwise then for dangerous.
A kind of magnetic lossless detection method of ferromagnetic material contact damage inverting provided by the present invention has been carried out in detail above It is thin to introduce, the exemplary embodiment of the application is described above by reference to accompanying drawing.Those skilled in the art should manage Solution, purpose that the embodiment above is merely to illustrate that and the example lifted, it is all in the application rather than for being limited Teaching and claims under any modification, the equivalent made etc., should be included in this application claims In the range of.

Claims (4)

1. a kind of magnetic lossless detection method of ferromagnetic material contact damage inverting, it is characterised in that comprise the following steps:
Step 1) the initial magnetic leakage signal of ferromagnetic component measure:Magnetic Sensor is connected with intelligent Magnetic Memory instrument by coaxial cable Connect, detect the surface of ferromagnetic items along two mutually perpendicular directions on the same plane using Magnetic Sensor, obtain measured surface Initial magnetic leakage signal, and be stored in intelligent Magnetic Memory instrument;
Step 2) contact after ferromagnetic component magnetic leakage signal measure:Contact loading is carried out to ferromagnetic component, using ferromagnetic pressure head pair Ferromagnetic component is unloaded again after being loaded, and ferromagnetic component is removed and Magnetic Flux Leakage Inspecting is carried out, and measures ferromagnetic component compression face Magnetic leakage signal;
Step 3) Grad calculating:By step 2) in the magnetic leakage signal that measures subtract step 1) in the initial leakage field letter that measures Number, the interference of initial other factors is eliminated, according to the magnetic leakage signal of the measured surface for obtaining, it is calculated the leakage field of measured surface The Grad of signal;
The evaluation criteria of contact damage, in contact stress concentration zones, there is an extreme value in normal direction magnetic leakage signal, and leakage field gradient occurs Peak-peak value changes, and in contact zone center zero crossing;There is peak-peak value changes and zero crossing in tangential magnetic leakage signal, There is extreme value in leakage field gradient;
Step 4) contact damage area inverting:On the basis of contact damage criterion, using normal direction magnetic leakage signal gradient peak- The active width of peak valueThis parameter carries out inverting to the scope for contacting damage zone, determines the scope in contact damage area:In x Measurement direction, obtains the evaluating of the magnetic leakage signal gradient curve on per pathsInTwo coordinate points; Same treatment is carried out in y measurement directions, coordinate points, the seat in the x measurement directions, y measurement direction both directions are captured The basic inverting in region that is formed between the punctuate shape in contact damage area.
2. the magnetic lossless detection method of a kind of ferromagnetic material contact damage inverting according to claim 1, it is characterised in that The step 3) also include:The initial magnetic leakage signal of ferromagnetic component cannot be obtained, is then omitted elimination initial factors and is disturbed this step Suddenly, the Grad of the magnetic leakage signal of measured surface is directly calculated.
3. the magnetic lossless detection method of a kind of ferromagnetic material contact damage inverting according to claim 1, it is characterised in that: Initial magnetic leakage signal includes the initial magnetic leakage signal of normal directionWith tangential initial magnetic leakage signalMagnetic leakage signal includes normal direction Magnetic leakage signalWith tangential magnetic leakage signalGrad includes the Grad of normal direction magnetic leakage signalWith tangential leakage field The Grad of signal
Define the Grad of normal direction magnetic leakage signal:
Define the Grad of tangential magnetic leakage signal:
4. a kind of magnetic lossless detection method of the ferromagnetic material contact damage inverting according to claim 1 or 3, its feature exists In also including:By the active width of the gradient peak-to-peak value of the actually detected normal direction magnetic leakage signal for obtaining, and tangential leakage field letter Number the active width of gradient magnitude be compared with its criticality safety value, the component if actual measured value is less than criticality safety value Safety, on the contrary it is then dangerous, and wherein criticality safety value is, according to different materials and different damage safety grades, formally to detect Before with the reference block parameter for evaluating component damage degree obtained by calibrating.
CN201410018103.0A 2014-01-15 2014-01-15 Magnetic nondestructive testing method for contact damage inversion of ferromagnetic material Expired - Fee Related CN103792280B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201410018103.0A CN103792280B (en) 2014-01-15 2014-01-15 Magnetic nondestructive testing method for contact damage inversion of ferromagnetic material

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201410018103.0A CN103792280B (en) 2014-01-15 2014-01-15 Magnetic nondestructive testing method for contact damage inversion of ferromagnetic material

Publications (2)

Publication Number Publication Date
CN103792280A CN103792280A (en) 2014-05-14
CN103792280B true CN103792280B (en) 2017-05-24

Family

ID=50668151

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201410018103.0A Expired - Fee Related CN103792280B (en) 2014-01-15 2014-01-15 Magnetic nondestructive testing method for contact damage inversion of ferromagnetic material

Country Status (1)

Country Link
CN (1) CN103792280B (en)

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107941900B (en) * 2018-01-12 2021-06-29 西南石油大学 Non-contact detection method for defects of steel bent pipe

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0831323A1 (en) * 1996-09-21 1998-03-25 RBG Rohrnetzbau GmbH Method for the non-destructive testing of an object with a weld-joint of magnetizable material
CN101089646A (en) * 2007-07-17 2007-12-19 南京农业大学 Metal magnetic memory detection device and method based on magnetic field gradient measuring
CN101718748A (en) * 2009-12-15 2010-06-02 中国石油集团川庆钻探工程有限公司 Magnetic memory diagnosis method and device for ferromagnetic component damage
CN102393419A (en) * 2011-09-07 2012-03-28 北京交通大学 Nondestructive detection method for early damage of ferromagnetic material
CN102435668A (en) * 2011-08-31 2012-05-02 重庆大学 Array ferromagnetic member surface defect detector based on leakage magnetic field double component

Family Cites Families (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2006234733A (en) * 2005-02-28 2006-09-07 Jfe Engineering Kk Magnetic anisotropy sensor

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
EP0831323A1 (en) * 1996-09-21 1998-03-25 RBG Rohrnetzbau GmbH Method for the non-destructive testing of an object with a weld-joint of magnetizable material
CN101089646A (en) * 2007-07-17 2007-12-19 南京农业大学 Metal magnetic memory detection device and method based on magnetic field gradient measuring
CN101718748A (en) * 2009-12-15 2010-06-02 中国石油集团川庆钻探工程有限公司 Magnetic memory diagnosis method and device for ferromagnetic component damage
CN102435668A (en) * 2011-08-31 2012-05-02 重庆大学 Array ferromagnetic member surface defect detector based on leakage magnetic field double component
CN102393419A (en) * 2011-09-07 2012-03-28 北京交通大学 Nondestructive detection method for early damage of ferromagnetic material

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
Quantitative study of metal magnetic memory signal versus local stress concentration;Wang Z D et al.;《NDT&E International》;20100526;第43卷(第6期);第513-518页 *
Theoretical studies of metal magnetic memory technique on magnetic flux leakage signals;Wang Z D et al.;《NDT&EInternational》;20100104;第43卷(第4期);第354-359页 *
基于三维漏磁信号的缺陷形状反演;黄亭 等;《中国力学大会-2013论文摘要集》;20131231;正文第112页最后一段,第113页第一段 *
姚凯 等.基于弱磁检测的损伤判据及参数识别.《力学与工程应用》.2012,第99-102页. *

Also Published As

Publication number Publication date
CN103792280A (en) 2014-05-14

Similar Documents

Publication Publication Date Title
Wilson et al. Residual magnetic field sensing for stress measurement
US10883965B2 (en) Methods of using nondestructive material inspection systems
Antipov et al. Detectability of rail defects by magnetic flux leakage method
US20190145933A1 (en) Methods of using nondestructive material inspection systems
US20190145931A1 (en) Methods and systems for nondestructive material inspection
US20130111999A1 (en) Method and device for non-destructive material testing by means of ultrasound
US10823701B2 (en) Methods and systems for nondestructive material inspection
CN103760230A (en) BP neural network-based giant magnetoresistance eddy current testing method for welding defect
Jarvis et al. Performance evaluation of a magnetic field measurement NDE technique using a model assisted Probability of Detection framework
Sun et al. A method for identifying geometrical defects and stress concentration zones in MMM technique
CN109060939A (en) Steel rail defect checking method for width based on leakage magnetic detection device
CN106768505A (en) A kind of method of Q245R materials Non-Destructive Testing stress
CN103776895B (en) Nondestructive examination method for evaluating contact damage of ferromagnetic material
Ge et al. Investigation of the approximate decomposition of alternating current field measurement signals from crack colonies
CN103308602B (en) A kind of method detecting machine parts or material lifetime based on nondestructive examination
CN103792280B (en) Magnetic nondestructive testing method for contact damage inversion of ferromagnetic material
Habibalahi et al. Forward to residual stress measurement by using pulsed eddy current technique
CN106680375A (en) Air-coupled ultrasonic testing method for determining elastic modulus of material
KR101465073B1 (en) Method and system for evaluating ultra sonic testing
KR102434224B1 (en) Inspection apparatus and method by magnetic resonance inspection method including elliptical algorithm
CN108982651A (en) Exchange leakage field sensor based on ferromagnetic butt plates welding seam crack detection and the method using its progress crack detection
CN111474300B (en) Structure local defect detection method based on space-time regression model
KR102326685B1 (en) Apparatus and Method for Sensing Quality of Steel Plate Surface
JP4805046B2 (en) Metal material damage evaluation apparatus using high sensitivity magnetic flux density meter, damage evaluation method and damage evaluation system
RU2585796C1 (en) Method for quality control of articles

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant
CF01 Termination of patent right due to non-payment of annual fee
CF01 Termination of patent right due to non-payment of annual fee

Granted publication date: 20170524