CN110146449A - A kind of air compressor cylinder body face crack online test method and system based on laser-ultrasound - Google Patents

A kind of air compressor cylinder body face crack online test method and system based on laser-ultrasound Download PDF

Info

Publication number
CN110146449A
CN110146449A CN201910460629.7A CN201910460629A CN110146449A CN 110146449 A CN110146449 A CN 110146449A CN 201910460629 A CN201910460629 A CN 201910460629A CN 110146449 A CN110146449 A CN 110146449A
Authority
CN
China
Prior art keywords
cylinder body
laser
point
detection
laser beam
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.)
Withdrawn
Application number
CN201910460629.7A
Other languages
Chinese (zh)
Inventor
刘永强
俞育飞
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.)
Hangzhou Xingxin Technology Co Ltd
Original Assignee
Hangzhou Xingxin Technology Co Ltd
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 Hangzhou Xingxin Technology Co Ltd filed Critical Hangzhou Xingxin Technology Co Ltd
Priority to CN201910460629.7A priority Critical patent/CN110146449A/en
Publication of CN110146449A publication Critical patent/CN110146449A/en
Withdrawn legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17Systems in which incident light is modified in accordance with the properties of the material investigated
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N29/00Investigating 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
    • G01N29/04Analysing solids
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N29/00Investigating 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
    • G01N29/44Processing the detected response signal, e.g. electronic circuits specially adapted therefor
    • G01N29/4409Processing the detected response signal, e.g. electronic circuits specially adapted therefor by comparison
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N21/1702Systems in which incident light is modified in accordance with the properties of the material investigated with opto-acoustic detection, e.g. for gases or analysing solids
    • G01N2021/1706Systems in which incident light is modified in accordance with the properties of the material investigated with opto-acoustic detection, e.g. for gases or analysing solids in solids

Abstract

The present invention discloses a kind of air compressor cylinder body face crack online test method and system based on laser-ultrasound, detection method step are as follows: (1) pulse laser generator issues laser beam, laser beam is incident on cylinder surface to be detected and generates detection ultrasonic signal, (2) laser interferometer issues detection light beam, and detection beam reception detects ultrasonic signal;(3) detection amplified be transferred to after high-speed data acquisition card is handled of ultrasonic signal is transferred to data analysis system again;(4) data analysis system carries out image checking to detection ultrasonic signal;(5) it will test result real-time display.On-line detecting system includes PLC controller, laser interferometer, high-speed data acquisition card, data analysis system, display screen, laser pulse generator and optical path adjusting system etc..Detection method has the advantages that Entirely contactless formula, detection efficiency and precision are high, testing result is intuitive in the application, and detection system can be realized online, real-time, quick, the accurate detection of cylinder surface crackle.

Description

A kind of air compressor cylinder body face crack online test method based on laser-ultrasound and System
Technical field
The present invention relates to detection technique fields, in particular, being related to a kind of air compressor cylinder body surface based on laser-ultrasound Crackle online test method and system.
Background technique
Air compressor (abbreviation air compressor machine) is a kind of power-equipment for generating compressed air, and air compressor machine can be by free sky Air pressure is reduced to required pressure, to drive pneumatic equipment, such as air drill, grab loader, geomantic omen pump, pneumatic hammer, is widely used in handing over The fields such as logical transport, weaving, food, derived energy chemical and pharmacy.Air compressor cylinder body generally by grey iron casting, be process, wrap Containing upper and lower two parts.Upper and lower two parts are located by connecting by positioning pin and bolt.When work, air compressor cylinder body need to continue to bear high Temperature, high pressure gas effect, thus it is extremely stringent to upper and lower cylinder surface and joint face finish, planarity requirements.In fact, In casting and process, easily there is sand hole or fatigue crack in air compressor cylinder body surface, if cannot be in time to these crackles It is detected, and takes the necessary measures and repair, crackle can slowly extend, and then influence single cylinder or even whole equipment system Stability and safety, in some instances it may even be possible to lead to catastrophic burst consequence, cause huge economic loss.For safety and warp Ji demand carries out detection to air compressor cylinder body face crack and is extremely important.
Domestic and international existing air compressor cylinder body surface crack testing method is broadly divided into two classes: contact measurement with it is contactless Detection.Contaction measurement method mainly includes ultrasound examination, Magnetic testing, ray detection etc., non-contact detection method master Will include infrared detection, camera imaging detect etc., wherein contaction measurement method because detection efficiency it is low, may to detection pair As cause damage, it is unfriendly to environment the disadvantages of gradually substituted by non-contact detecting.Contaction measurement method low efficiency be because For in measurement process sensor to be contacted with measurand, be unable to reach on-line checking purpose;Sensor when detecting, in order to Signal-to-noise ratio is improved, needs the daubing coupling agent in measurand, couplant typically belongs to organic solvent, and it is to be measured right to corrode As;And sensor surface is also easy to scratch subject surface to be measured, and detection is caused to damage.And Magnetic testing, ray detection are to people Body harm is larger, these methods have been given it up mostly in factory.In non-contact detection method, at present using more It is that infrared detection and camera imaging detect.Infrared detection is recorded on checked object surface by scanning since defect or material are different Thermal property caused by temperature change carry out Identification of Cracks, but this method is by environment temperature, measurand surface temperature It is affected, is easy to generate measurement error.In addition, camera imaging detection has high requirement to test environment, such as light intensity, And because of imaging pixel reason, it is difficult to the detection for realizing fine cracks in larger area of detection, certain occasions its application also by Certain restrictions is arrived.
In consideration of it, the air compressor cylinder body face crack online test method that it is necessary to provide a kind of based on laser-ultrasound and being System.
Summary of the invention
It is an object of the invention to overcome the above deficiencies in the existing technologies, and provide a kind of Entirely contactless formula, Can be achieved on-line checking, to object to be measured and it is environmental-friendly, detection efficiency is high, detection accuracy is high and testing result is intuitively visual The air compressor cylinder body face crack online test method based on laser-ultrasound, and provide a kind of air compressor machine based on laser-ultrasound Cylinder surface crackle on-line detecting system, the system can be realized the online, real-time, quick, smart of air compressor cylinder body face crack Really detection.
Technical solution used by the present invention solves the above problems is: a kind of air compressor cylinder body surface based on laser-ultrasound Crackle online test method, it is characterised in that: steps are as follows:
Step 1: pulse laser generator launches high energy pulse laser beam, high energy pulse laser beam is through optical path adjusting system System is divided into two bundles: first laser beam is incident on the Scanning Detction point of cylinder surface to be detected, and excites and produce in the Scanning Detction point Raw laser ultrasonic signal, the laser ultrasonic signal are radiation center to four as detection ultrasonic signal and using Scanning Detction point Week diffusion;Second laser beam is incident on the enabled mouth of high-speed data acquisition card, and high-speed data acquisition card is made to enter working condition;
Step 2: laser interferometer issues detection light beam, which is incident on a fixation of cylinder surface to be detected Point, the fixed point are not overlapped with any Scanning Detction point, detect the detection ultrasonic signal in the beam reception first step;
Step 3: the signal output end of laser interferometer is connected with signal amplifier input terminal, laser interferometer first will Collected detection ultrasonic signal is transmitted to signal amplifier, then will test ultrasonic signal transmission after signal amplifier amplifies High-speed sampling is carried out to high-speed data acquisition card to handle to obtain sampled signal, and sampled signal is finally transferred to data analysis system It is analyzed and processed;
Step 4: data analysis system carries out image checking to collected detection ultrasonic signal;
Step 5: by image checking result real-time display on a display screen.
Preferably, the optical path adjusting system includes the first convex lens, spectroscope, the second convex lens and scanning galvanometer; First convex lens is placed on the high energy pulse laser beam optical path that pulse laser generator is launched, and is used to high energy pulse Laser beam is focused;The spectroscope is placed at the focal position of the first convex lens, and spectroscope is by incident high energy pulse Laser beam is divided into the first laser beam of horizontal direction transmission and the second laser beam of vertical direction transmission;First laser beam is by the Two convex lenses are incident on the center of scanning galvanometer after focusing, the scanning galvanometer control first laser beam is existed with certain speed It is scanned incidence in cylinder surface a certain range to be detected, incident first laser beam is scanned in cylinder surface to be measured and excites production Raw laser ultrasonic signal;Second laser beam is transmitted to the enabled mouth of high-speed data acquisition card by optical fiber, adopts high-speed data Truck enters working condition.
Preferably, the eyeglass inside the scanning galvanometer is freely overturn in the angular region of 20 ° of space by setting rate, thus The incident first laser beam of control is transmitted to the Scanning Detction point of cylinder surface to be detected by certain path.
Preferably, the laser beam spot diameter for being incident on scanning galvanometer center is 0.1mm.
Preferably, when scanning galvanometer control detection light beam treats detection cylinder surface and is scanned detection, road is scanned Diameter is period shape square wave, and distance is 0.1mm between adjacent two scanning element.
Preferably, described step 4: data analysis system to it is collected detection ultrasonic signal carry out image checking tool Body step are as follows:
(1) preliminary noise reduction process is carried out to the collected detection ultrasonic signal of institute first, to remove ambient noise, raising is adopted Collect Signal-to-Noise;
(2) extract institute it is collected detect ultrasonic signal in by cylinder surface crackle non-linear modulation function influence characteristic Value, and then according to characteristic value knots modification inverting crack information;
(3) imaging is carried out according to crack information.
Preferably, in described (2) step, the specific steps of inverting crack information are as follows:
1) speed and acceleration of the laser interferometer acquisition air compressor cylinder body after by incident laser ultrasonic exciting;
2) phase space for characterizing air compressor cylinder body dynamic characteristic, phase space are constructed according to speed and acceleration Each of point all one by one map cylinder body a kind of behavioral characteristics, and these points in phase space along specific trajectory line move It is dynamic, one or more specified point positions in phase space finally all can be gradually converged to along trajectory line, which is referred to as Singular point in phase space;The phase space is a hyperspace to indicate practical all possible states of cylinder body, The hyperspace is made of each dimension motion vector of the practical cylinder body, for example cylinder body phase space can be swashed by cylinder body by incidence Speed and acceleration after light ultrasonic exciting are reconstructed, and laser interferometer can collect the speed of cylinder body response Degree and acceleration, signal collected laser interferometer is vector signal needed for reconstruct cylinder body phase space;
3) cylinder body dynamic characteristic is obtained by the trend of the point set moving rail trace in phase space, when cylinder body is cracked, The trajectory line that the point set of characterization cylinder body dynamic characteristic converges to singular point in cylinder body phase space can change, specific by defining Characteristic ginseng value define knots modification, and it is it is associated with crack information, so that it may inverting obtains crack information, wherein The characteristic ginseng value for describing the point set trajectory line knots modification in cylinder body phase space is Pasteur's distance (Bhattacharyya Distance, BD).
Preferably, the method for extracting characteristic ginseng value Pasteur distance BD is as follows:
(1) preparing one piece of surface first does not have the cylinder body of crackle, and the cylinder body of crackle not can use electron microscope pair Cylinder surface is checked to obtain;
(2) there is no response signal of the cylinder body of crackle under laser-ultrasound incentive action using laser interferometer measurement;
(3) phase space that the not cylinder body of crackle is rebuild according to collected response signal, referred to herein as intact cylinder body Phase space;
(4) Q basic point y (i) is randomly selected from the point set motion profile of intact cylinder body phase space, wherein i=1,2 ..., Q should make to predict that error calculation value is not changed interference by its points when choosing Q value;
Wherein Q=N/100, N are the corresponding data points that high-speed data acquisition card measurement obtains;
(5) response signal of cylinder body to be measured, and phase space reconstruction are acquired using laser interferometer, in the phase space point set rail It is that each basic point y (i) finds P space point of proximity x (j) on mark, wherein j=1,2 ..., P, the selection of space point of proximity x (j) It is directly chosen according to Euclidean distance, i.e., distance y (i) nearest each point will be taken as point of proximity in trajectory line;P value, which is chosen, to be needed really Protecting attractor local feature can be characterized completely, while calculated value is insensitive to ambient noise, and taking P=N/1000, N is height The corresponding data points that fast data collecting card measurement obtains;
(6) by each basic point and point of proximity along respective track advance L step pitch from this point, each point of proximity matter of point y (i) The heart indicates are as follows:
Calculating prediction error value PE indicates are as follows:
Characteristic ginseng value Pasteur's distance BD can be indicated are as follows:
Wherein u, δ are respectively the mean value and variance of prediction error value PE, subscript b, c respectively indicate intact cylinder body phase space with Cylinder body phase space to be measured;
(7) know that crackle is smaller by formula (1-2), two phase space Point Set motion profiles are more similar, and PE value is smaller, and BD is calculated Value also just it is smaller, according to practical BD calculated value can inverting obtain crack information value.
Preferably, the image processing method step are as follows:
Firstly, carrying out cycle square wave Scanning Detction to cylinder surface to be measured using scanning galvanometer control first laser beam, sweep During retouching, in cylinder surface fixed point to be measured, the fixed point and first swashs the detection beam irradiation that laser interferometer issues Any Scanning Detction point of light beam is not overlapped;
Then, the response signal on each Scanning Detction point of cylinder surface to be measured is acquired using laser interferometer, and then by One calculates the BD value of each point,
Finally, characterizing each point BD value size degree using shade degree, imaging can be carried out to crackle.
In order to solve the above technical problems, the present invention also provides another technical solutions: a kind of air compressor machine based on laser-ultrasound Cylinder surface crackle on-line detecting system, it is characterised in that: including PLC controller, cylinder body conveyer, driving motor, detection work Make platform, laser interferometer, signal amplifier, high-speed data acquisition card, data analysis system, display screen and is integrated with laser pulse The detection of generator and optical path adjusting system controls box.The cylinder body conveyer and driving motor are arranged in the case where detecting workbench Side, driving motor drivig cylinder conveyer, cylinder body conveyer are used to be delivered to cylinder body to be detected immediately below detection workbench Detection station, the laser interferometer and detection control box are arranged on detection workbench;The optical path adjusting system includes First convex lens, spectroscope, the second convex lens and scanning galvanometer;First convex lens is placed on pulse laser generator hair On the high energy pulse laser beam optical path of injection, for being focused to high energy pulse laser beam;The spectroscope is placed on first At the focal position of convex lens, spectroscope by incident high energy pulse laser beam be divided into the first laser beam of horizontal direction transmission with The second laser beam of vertical direction transmission;First laser beam is incident on the centre bit of scanning galvanometer after the focusing of the second convex lens Set, scanning galvanometer control first laser beam be scanned in cylinder surface a certain range to be detected with certain speed into It penetrates, generation laser ultrasonic signal can be excited in cylinder surface to be measured by scanning incident first laser beam;Second laser beam passes through Optical fiber is transmitted to the enabled mouth of high-speed data acquisition card, and high-speed data acquisition card is made to enter working condition;The laser interferometer Light beam is detected for issuing, which is incident on a fixed point of cylinder surface to be detected, and detection light beam acquisition laser is super Acoustic signals, the signal output end of laser interferometer are connected with the signal input part of signal amplifier;The signal amplifier can To amplify the collected laser ultrasonic signal of laser interferometer, and it is transmitted to high-speed data acquisition card entrance;At a high speed Data collecting card can carry out high-speed sampling to amplified signal, and will acquire data transmission to data analysis system;The data point Analysis system and display screen communicate to connect, and data analysis system will inspection after carrying out analytical calculation to collected laser ultrasonic signal It surveys result and is transmitted to display screen;The PLC controller and driving motor, laser interferometer and the equal communication link of laser pulse generator It connects.
Compared with prior art, the present invention having the following advantages that and effect:
1, detect the excitation of signal and receive all can long-range non-contact realization, therefore entire detection process is contactless , and the energy density of incoming laser beam can control 107W/cm2Once, not damaged to cylinder surface to be measured, it may be implemented The online non-destructive testing of cylinder body;
2, the use of scanning galvanometer, which ensures to detect light beam, can quickly be incident on cylinder surface any position to be measured, therefore be Scanning Detction speed of uniting is fast, detection efficiency is high;
3, laser pulse generator and the optical path adjusting system integration can ensure that detection control box in a detection control box Interior optical path fix stably effectively prevents shaking the influence to optical path;
4, detection Light beam spot diameter is small, and distance is small between adjacent two detection laser beams scanning element, extracted characteristic parameter BD is more sensitive to micro-crack, so that system detection precision is high;
5, crack detection results real-time visual can be shown on a display screen, facilitate the convenient and efficient judgement of testing staff Testing result;
6, this detection method has Entirely contactless formula, on-line checking can be achieved, to object to be measured and environmental-friendly, detection High-efficient, detection accuracy is high and the intuitive visual advantage of testing result;
7, this on-line detecting system perfect in shape and function, can be realized air compressor cylinder body face crack it is online, real-time, quick, Accurate detection.
Detailed description of the invention
Fig. 1 is the schematic perspective view of air compressor machine cylinder surface crackle on-line detecting system in the embodiment of the present invention.
Fig. 2 is that the stereochemical structure of the pallet in the embodiment of the present invention in air compressor machine cylinder surface crackle on-line detecting system is shown It is intended to.
Fig. 3 is optical path adjusting system structure schematic diagram in the embodiment of the present invention.
Fig. 4 is the practical air compressor cylinder body surface sand hole defect shot using Keyemce electron microscope and fatigue crack Figure.
Fig. 5 is the ultrasonic wave response diagram of laser interferometer measurement cylinder body in the embodiment of the present invention, and wherein Fig. 5 (a) is surface The ultrasonic wave response diagram of intact cylinder body without crackle, if Fig. 5 (b) is cylinder body ultrasonic wave response diagram of the surface containing crackle.
Fig. 6 is by the characterization air compressor cylinder body dynamic that utilizes laser ultrasonic response signal figure to reconstruct in the embodiment of the present invention The phase space plot of characteristic, wherein Fig. 6 (a) is the intact cylinder body phase space reconfiguration figure that surface is free of crackle, and Fig. 6 (b) contains for surface The cylinder body phase space reconfiguration figure of crackle.
Fig. 7 is that practical air compressor cylinder body surface sand hole defect and fatigue crack detect image in the embodiment of the present invention.
Description of symbols: cylinder body conveyer 1, driving motor 2, pallet 3, positioning pin 31, positioning bolt 32, cylinder to be detected Body 4, detection control box 5, laser interferometer 6, high-speed data acquisition card 7, data analysis system 8, display screen 9, detection workbench 10, the first convex lens 11, spectroscope 12, the second convex lens 13.
Specific embodiment
The present invention is described in further detail with reference to the accompanying drawing and by embodiment, and following embodiment is to this hair Bright explanation and the invention is not limited to following embodiments.
Embodiment.
Referring to Fig. 1 to Fig. 7.
In the present embodiment, the air compressor cylinder body face crack on-line detecting system based on laser-ultrasound include PLC controller, Cylinder body conveyer 1, driving motor 2, detection workbench 10, laser interferometer 6, high-speed data acquisition card 7, data analysis system 8, Display screen 9 and the detection control box 5 for being integrated with laser pulse generator and optical path adjusting system.
Cylinder body conveyer 1 and driving motor 2 setting detection workbench 10 below, cylinder body conveyer 1 by driving motor 2 into Row driving, cylinder body conveyer 1 are used to for cylinder body 4 to be detected to be delivered to the detection station immediately below detection workbench 10, detect work It is provided at position close to switch, the pallet 3 for support cylinder body 4 to be detected is provided on cylinder body conveyer 1, is arranged on pallet 3 There are the positioning pin 31 and positioning bolt 32 to cylinder body 4 to be detected positioning.
Laser interferometer 6 and detection control box 5 are arranged on detection workbench 10.PLC controller and close switch pass Dynamic motor 2, laser interferometer 6 and laser pulse generator communicate to connect.Laser pulse generator is the generation of Nd:YAG laser Device, laser interferometer 6 are API-XD laser interferometer.
Cylinder body conveyer 1 belongs to a station on air compressor machine process line, when cylinder body 4 to be detected completes a upper station Processing tasks, under the control of PLC controller, driving motor 2 starts running, and cylinder body conveyer 1 starts turning, and drives pallet 3 And be placed on the cylinder body to be detected 4 of the top of pallet 3 while moving, cylinder body 4 to be detected above pallet 3 by positioning pin 31 and Positioning bolt 32 is positioned, is fixed, and when pallet 3 drives cylinder body 4 to be detected to reach detection station, is placed on connecing for detection station Nearly switch is triggered, and sends high level signal to PLC controller close to switch, PLC controller sends instruction control driving motor 2 Stop motion, pallet 3 and cylinder body to be detected 4 thereon just stop at the fixed position of detection station, and cylinder surface crackle is waited to exist Line detection.
Optical path adjusting system includes the first convex lens 11, spectroscope 12, the second convex lens 13 and scanning galvanometer.Laser arteries and veins High energy pulse laser beam can be emitted under the effect of the high level pulse of PLC controller by rushing generator, and the first convex lens 11 is placed On the high energy pulse laser beam optical path that pulse laser generator is launched, for being focused to high energy pulse laser beam;Point Light microscopic 12 is placed at the focal position of the first convex lens 11, and incident high energy pulse laser beam is divided into level side by spectroscope 12 The second laser beam transmitted to the first laser beam and vertical direction of transmission.
First laser beam is incident on the center of scanning galvanometer, scanning galvanometer control after the focusing of the second convex lens 13 First laser beam is scanned incidence in 4 surface a certain range of cylinder body to be detected with certain speed, scans incident second and swashs Light beam excites in cylinder surface to be measured and generates laser ultrasonic signal.Second laser beam is transmitted to high-speed data acquisition by optical fiber The enabled mouth of card 7 makes high-speed data acquisition card 7 enter working condition.
Eyeglass inside scanning galvanometer is freely overturn in the angular region of 20 ° of space by setting rate, to control incidence First laser beam is transmitted to the Scanning Detction point on 4 surface of cylinder body to be detected by certain path.It is incident on scanning galvanometer center Laser beam spot diameter be 0.1mm.Scanning galvanometer control detection light beam treats detection 4 surface of cylinder body when being scanned detection, Scan path is period shape square wave, and distance is 0.1mm between adjacent two scanning element.
Laser interferometer 6 is incident on a fixation on 4 surface of cylinder body to be detected for issuing detection light beam, the detection light beam Point, detection light beam acquire laser ultrasonic signal, the signal output end of laser interferometer 6 and the signal input part of signal amplifier It is connected;The signal amplifier can amplify the collected laser ultrasonic signal of laser interferometer 6, and be transmitted to height Fast 7 entrance of data collecting card, the amplification factor of signal amplifier are 40dB;High-speed data acquisition card 7 can carry out amplified signal High-speed sampling, and data transmission will be acquired to data analysis system 8, the sample frequency of high-speed data acquisition card 7 is 100MHz, can It is corresponding with laser-ultrasound high-frequency domain characteristic to meet high frequency sample requirement;Data analysis system 8 and display screen 9 communicate to connect, Data analysis system 8 will test result and be transmitted to display screen 9 after carrying out analytical calculation to collected laser ultrasonic signal.
In the present embodiment, using the method for above-mentioned on-line detecting system progress air compressor cylinder body face crack on-line checking Step are as follows:
Step 1: the cylinder body of practical sand hole defect and fatigue crack is contained as cylinder body 4 to be detected in one surface of selection, it is somebody's turn to do The real image of cylinder surface sand hole defect and fatigue crack is as shown in figure 4, Fig. 4 is shot to obtain by Keyemce electron microscope;
Step 2: successively opening data analysis system 8, pulse laser generator, laser interferometer 6, display screen 9, PLC control The power supply of device processed, initialization scan galvanometer and high-speed data acquisition card 7 control transport motor 2 by PLC controller and start to turn It is dynamic, it drives pallet 3 and cylinder body to be measured 4 to reach detection station, triggers close to switch, send high level close to switch and controlled to PLC Device, subsequent PLC controller stop driving motor 2, and pallet 3 and cylinder body to be measured 4 is made to be parked in detection station, at the same PLC controller to Pulse laser generator sends instruction;
Step 3: pulse laser generator launches high energy pulse laser beam, high energy pulse laser beam is through the first convex lens 11 focus after be incident on spectroscope 12, what incident high energy pulse laser beam was divided into horizontal direction transmission by spectroscope 12 first swashs The second laser beam of light beam and vertical direction transmission;First laser beam is incident on scanning galvanometer after the focusing of the second convex lens 13 Center, scanning galvanometer control first laser beam week is carried out in 4 surface a certain range of cylinder body to be detected with certain speed The scanning of phase square wave is incident, scans incident first laser beam and excites generation laser super at the Scanning Detction point of cylinder surface to be measured Acoustic signals, the laser ultrasonic signal are around spread as detection ultrasonic signal and using Scanning Detction point as radiation center; Second laser beam is incident on the enabled mouth of high-speed data acquisition card 7, and high-speed data acquisition card 7 is made to enter working condition;
Step 4: laser interferometer 6 issues detection light beam, which it is one solid to be incident on 4 surface of cylinder body to be detected Fixed point, the fixed point are not overlapped with any Scanning Detction point, and detection beam reception detects ultrasonic signal;
Step 5: the signal output end of laser interferometer 6 is connected with signal amplifier input terminal, laser interferometer 6 is first Collected detection ultrasonic signal is transmitted to signal amplifier, then will test ultrasonic signal biography after signal amplifier amplifies It is defeated to handle to obtain sampled signal to the progress of high-speed data acquisition card 7 high-speed sampling, sampled signal is finally transferred to data analysis System 8 is analyzed and processed;
Step 6: data analysis system 8 carries out image checking to collected detection ultrasonic signal;
Step 7: by image checking result on display screen 9 real-time display.
In the present embodiment, in the 6th step, data analysis system 8 carries out image checking to collected detection ultrasonic signal Specific steps are as follows:
(1) preliminary noise reduction process is carried out to the collected detection ultrasonic signal of institute first, to remove ambient noise, raising is adopted Collect Signal-to-Noise;
(2) extract institute it is collected detect ultrasonic signal in by cylinder surface crackle non-linear modulation function influence characteristic Value, and then according to characteristic value knots modification inverting crack information;
(3) imaging is carried out according to crack information.
Wherein, in (2) step, the specific steps of inverting crack information are as follows:
1) laser interferometer 6 acquires speed and acceleration of the air compressor cylinder body after by incident laser ultrasonic exciting;
2) phase space for characterizing air compressor cylinder body dynamic characteristic, phase space are constructed according to speed and acceleration Each of point all one by one map cylinder body a kind of behavioral characteristics, and these points in phase space along specific trajectory line move It is dynamic, one or more specified point positions in phase space finally all can be gradually converged to along trajectory line, which is referred to as Singular point in phase space;
3) cylinder body dynamic characteristic is obtained by the trend of the point set moving rail trace in phase space, when cylinder body is cracked, The trajectory line that the point set of characterization cylinder body dynamic characteristic converges to singular point in cylinder body phase space can change, and (being specifically described can join Examine document: Nichols J M.Using state space predictive modeling with chaotic interrogation in detecting joint preload loss in a frame structure experiment [J] .Smart Materials&Structures, 2003,12 (4): 580-601.), by defining specific characteristic ginseng value Define knots modification, and it is associated with crack information, so that it may which inverting obtains crack information, wherein it is mutually empty to describe cylinder body Between in point set trajectory line knots modification characteristic ginseng value be Pasteur distance (Bhattacharyya Distance, BD).
The method for extracting characteristic ginseng value Pasteur distance BD is as follows:
(1) preparing one piece of surface first does not have the cylinder body of crackle, and the cylinder body of crackle not can use electron microscope pair Cylinder surface is checked to obtain;
(2) response signal of the cylinder body of not crackle under laser-ultrasound incentive action is measured using laser interferometer 6;Such as Fig. 5 (a) is the ultrasonic wave response diagram of intact cylinder body of the surface without crackle;
(3) phase space that the not cylinder body of crackle is rebuild according to collected response signal, referred to herein as intact cylinder body Phase space;If Fig. 6 (a) is the intact cylinder body phase space reconfiguration figure that surface is free of crackle;
(4) Q basic point y (i) is randomly selected from the point set motion profile of intact cylinder body phase space, wherein i=1,2 ..., Q should make to predict that error calculation value is not changed interference by its points when choosing Q value;
Wherein Q=N/100, N are that high-speed data acquisition card 7 measures obtained corresponding data points;
(5) response signal of cylinder body 4 to be detected, and phase space reconstruction are acquired using laser interferometer 6, if Fig. 5 (b) is table Cylinder body ultrasonic wave response diagram of the face containing crackle, 6 (b) be cylinder body phase space reconfiguration figure of the surface containing crackle;In the phase space point set It is that each basic point y (i) finds P space point of proximity x (j) on track, wherein j=1,2 ..., P, the choosing of space point of proximity x (j) It takes and is directly chosen according to Euclidean distance, i.e., distance y (i) nearest each point will be taken as point of proximity in trajectory line;P value, which is chosen, to be needed Ensure that attractor local feature can be characterized completely, while calculated value is insensitive to ambient noise, takes P=N/1000, the N to be High-speed data acquisition card 7 measures obtained corresponding data points;
(6) by each basic point and point of proximity along respective track advance L step pitch from the value of L takes 2, at this point, point y's (i) is each Point of proximity mass center indicates are as follows:
Calculating prediction error value PE indicates are as follows:
Characteristic ginseng value Pasteur's distance BD can be indicated are as follows:
Wherein u, δ are respectively the mean value and variance of prediction error value PE, subscript b, c respectively indicate intact cylinder body phase space with 4 phase space of cylinder body to be detected;
(7) know that crackle is smaller by formula (1-2), two phase space Point Set motion profiles are more similar, and PE value is smaller, and BD is calculated Value also just it is smaller, according to practical BD calculated value can inverting obtain crack information value.
Image processing method step are as follows:
Firstly, cycle square wave Scanning Detction is carried out to 4 surface of cylinder body to be detected using scanning galvanometer control first laser beam, In scanning process, the detection beam irradiation that laser interferometer 6 issues in 4 surface fixed point of cylinder body to be detected, the fixed point and Any Scanning Detction point of first laser beam is not overlapped;
Then, the response signal on each Scanning Detction point in 4 surface of cylinder body to be detected is acquired using laser interferometer 6, into And the BD value of each point is calculated one by one,
Finally, characterizing each point BD value size degree using shade degree, it is up to red, minimum blue Imaging is carried out to crackle, as shown in Figure 7.
The red area from being apparent that two in Fig. 7, respectively represents sand hole defect and fatigue crack defect, in Fig. 7 Defective locations, shape and trend are almost the same with actual crack Fig. 4 at two, in this way, the air compressor cylinder body surface sand hole defect And fatigue crack is just detected.
It is any ripe although the present invention is disclosed as above with embodiment, its protection scope being not intended to limit the invention The technical staff for knowing this technology changes and retouches made without departing from the spirit and scope of the invention, should belong to this The protection scope of invention.

Claims (10)

1. a kind of air compressor cylinder body face crack online test method based on laser-ultrasound, it is characterised in that: steps are as follows:
Step 1: pulse laser generator launches high energy pulse laser beam, high energy pulse laser beam is through optical path adjusting system point For two beams: first laser beam is incident on the Scanning Detction point of cylinder surface to be detected, and generates and swash in Scanning Detction point excitation Light ultrasonic signal, the laser ultrasonic signal around expand as detection ultrasonic signal and using Scanning Detction point as radiation center It dissipates;Second laser beam is incident on the enabled mouth of high-speed data acquisition card, and high-speed data acquisition card is made to enter working condition;
Step 2: laser interferometer issues detection light beam, which is incident on a fixed point of cylinder surface to be detected, should Fixed point is not overlapped with any Scanning Detction point, detects the detection ultrasonic signal in the beam reception first step;
Step 3: the signal output end of laser interferometer is connected with signal amplifier input terminal, laser interferometer first will acquisition To detection ultrasonic signal be transmitted to signal amplifier, signal amplifier transmits after amplifying to laser interferometer transmission signal High-speed sampling is carried out to high-speed data acquisition card, and sampling obtained signal is transferred to data analysis system being analyzed and processed;
Step 4: data analysis system carries out image checking to collected detection ultrasonic signal;
Step 5: by image checking result real-time display on a display screen.
2. the air compressor cylinder body face crack online test method according to claim 1 based on laser-ultrasound, feature Be: the optical path adjusting system includes the first convex lens, spectroscope, the second convex lens and scanning galvanometer;Described first is convex Lens are placed on the high energy pulse laser beam optical path that pulse laser generator is launched, and are used to carry out high energy pulse laser beam It focuses;The spectroscope is placed at the focal position of the first convex lens, and incident high energy pulse laser beam is divided by spectroscope The first laser beam of horizontal direction transmission and the second laser beam of vertical direction transmission;First laser beam is poly- by the second convex lens The defocused center for being incident on scanning galvanometer, the scanning galvanometer control first laser beam is with certain speed in cylinder body to be detected It is scanned incidence in a certain range of surface, incident first laser beam is scanned and excites generation laser super in cylinder surface to be detected Acoustic signals;Second laser beam is transmitted to the enabled mouth of high-speed data acquisition card by optical fiber, enters high-speed data acquisition card Working condition.
3. the air compressor cylinder body face crack online test method according to claim 2 based on laser-ultrasound, feature Be: the eyeglass inside the scanning galvanometer is freely overturn in the angular region of 20 ° of space by setting rate, to control incidence First laser beam is transmitted to the Scanning Detction point of cylinder surface to be detected by certain path.
4. the air compressor cylinder body face crack online test method according to claim 2 based on laser-ultrasound, feature Be: the laser beam spot diameter for being incident on scanning galvanometer center is 0.1mm.
5. the air compressor cylinder body face crack online test method according to claim 2 based on laser-ultrasound, feature Be: when scanning galvanometer control detection light beam treats detection cylinder surface and is scanned detection, scan path is period shape Square wave, distance is 0.1mm between adjacent two scanning element.
6. the air compressor cylinder body face crack online test method according to claim 1 based on laser-ultrasound, feature It is: described step 4: data analysis system carries out the specific steps of image checking to collected detection ultrasonic signal are as follows:
(1) preliminary noise reduction process is carried out to the collected detection ultrasonic signal of institute first, to remove ambient noise, improves acquisition letter Number signal-to-noise ratio;
(2) extract institute it is collected detect ultrasonic signal in by cylinder surface crackle non-linear modulation function influence characteristic value, And then according to characteristic value knots modification inverting crack information;
(3) imaging is carried out according to crack information.
7. the air compressor cylinder body face crack online test method according to claim 6 based on laser-ultrasound, feature It is: in described (2) step, the specific steps of inverting crack information are as follows:
1) speed and acceleration of the laser interferometer acquisition air compressor cylinder body after by incident laser ultrasonic exciting;
2) phase space for characterizing air compressor cylinder body dynamic characteristic is constructed according to speed and acceleration, in phase space Each point maps a kind of behavioral characteristics of cylinder body one by one, and these points move in phase space along specific trajectory line, One or more specified point positions in phase space finally all can be gradually converged to along trajectory line, which is referred to as mutually empty Between in singular point;
3) cylinder body dynamic characteristic is obtained by the trend of the point set moving rail trace in phase space, when cylinder body is cracked, cylinder body The trajectory line that the point set of characterization cylinder body dynamic characteristic converges to singular point in phase space can change, and pass through and define specific spy Parameter value is levied to define knots modification, and it is associated with crack information, so that it may which inverting obtains crack information, wherein describing The characteristic ginseng value of point set trajectory line knots modification in cylinder body phase space be Pasteur distance (Bhattacharyya Distance, BD)。
8. the air compressor cylinder body face crack online test method according to claim 7 based on laser-ultrasound, feature Be: the method for extracting characteristic ginseng value Pasteur distance BD is as follows:
(1) preparing one piece of surface first does not have the cylinder body of crackle, and the cylinder body of crackle not can use electron microscope to cylinder body Surface is checked to obtain;
(2) there is no response signal of the cylinder body of crackle under laser-ultrasound incentive action using laser interferometer measurement;
(3) phase space of the not cylinder body of crackle is rebuild according to collected response signal, it is mutually empty referred to herein as intact cylinder body Between;
(4) Q basic point y (i) is randomly selected from the point set motion profile of intact cylinder body phase space, wherein i=1,2 ..., Q, selected Taking should make to predict that error calculation value is not counted by it when Q value changes interference;
Wherein Q=N/100, N are the corresponding data points that high-speed data acquisition card measurement obtains;
(5) response signal of cylinder body to be measured, and phase space reconstruction are acquired using laser interferometer, on the phase space point set track Find P space point of proximity x (j) for each basic point y (i), wherein j=1,2 ..., P, the selection of space point of proximity x (j) according to Euclidean distance is directly chosen, i.e., distance y (i) nearest each point will be taken as point of proximity in trajectory line;The selection of P value need to ensure to inhale Introduction local feature can be characterized completely, while calculated value is insensitive to ambient noise, and taking P=N/1000, N is high speed number The corresponding data points obtained according to capture card measurement;
(6) by each basic point and point of proximity along respective track advance L step pitch from this point, each point of proximity mass center table of point y (i) It is shown as:
Calculating prediction error value PE indicates are as follows:
Characteristic ginseng value Pasteur's distance BD can be indicated are as follows:
Wherein u, δ are respectively the mean value and variance of prediction error value PE, subscript b, c respectively indicate intact cylinder body phase space with it is to be measured Cylinder body phase space;
(7) know that crackle is smaller by formula (1-2), two phase space Point Set motion profiles are more similar, and PE value is smaller, BD calculated value With regard to smaller, according to practical BD calculated value can inverting obtain crack information value.
9. the air compressor cylinder body face crack online test method according to claim 8 based on laser-ultrasound, feature It is: the image processing method step are as follows:
Firstly, cycle square wave Scanning Detction is carried out to cylinder surface to be measured using scanning galvanometer control first laser beam, it is scanned Cheng Zhong, the detection beam irradiation that laser interferometer issues is in cylinder surface fixed point to be measured, the fixed point and first laser beam Any Scanning Detction point be not overlapped;
Then, the response signal on each Scanning Detction point of cylinder surface to be measured is acquired using laser interferometer, and then counted one by one Calculate the BD value of each point;
Finally, characterizing each point BD value size degree using shade degree, imaging can be carried out to crackle.
10. a kind of air compressor cylinder body face crack on-line detecting system based on laser-ultrasound, it is characterised in that: controlled including PLC Device processed, cylinder body conveyer, driving motor, detection workbench, laser interferometer, signal amplifier, high-speed data acquisition card, data Analysis system, display screen and the detection control box for being integrated with laser pulse generator and optical path adjusting system;The cylinder body conveying Machine and driving motor setting are below detection workbench, and driving motor drivig cylinder conveyer, cylinder body conveyer is used for will be to be checked The detection station that cylinder body is delivered to immediately below detection workbench is surveyed, the laser interferometer and detection control box are arranged at detection On workbench;
The optical path adjusting system includes the first convex lens, spectroscope, the second convex lens and scanning galvanometer;First convex lens Mirror is placed on the high energy pulse laser beam optical path that pulse laser generator is launched, for gathering to high energy pulse laser beam It is burnt;The spectroscope is placed at the focal position of the first convex lens, and incident high energy pulse laser beam is divided into water by spectroscope Square to transmission first laser beam and vertical direction transmit second laser beam;First laser beam is focused by the second convex lens It is incident on the center of scanning galvanometer afterwards, the scanning galvanometer control first laser beam is with certain speed in cylinder body table to be detected It is scanned incidence in a certain range of face, incident first laser beam is scanned in cylinder surface to be measured and excites generation laser ultrasonic Signal;Second laser beam is transmitted to the enabled mouth of high-speed data acquisition card by optical fiber, and high-speed data acquisition card is made to enter work State;
The laser interferometer is incident on a fixed point of cylinder surface to be detected for issuing detection light beam, the detection light beam, It detects light beam and acquires laser ultrasonic signal, the signal input part phase of the signal output end and signal amplifier of laser interferometer Even;Collected detection ultrasonic signal is transferred to high-speed data acquisition card after signal amplifier amplifies by laser interferometer;Institute It states high-speed data acquisition card to connect with data analysis system, data analysis system divides collected laser ultrasonic signal Analysis will test result after calculating and be transmitted to display screen;The PLC controller and driving motor, laser interferometer and laser pulse are sent out Raw device communicates to connect.
CN201910460629.7A 2019-05-30 2019-05-30 A kind of air compressor cylinder body face crack online test method and system based on laser-ultrasound Withdrawn CN110146449A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201910460629.7A CN110146449A (en) 2019-05-30 2019-05-30 A kind of air compressor cylinder body face crack online test method and system based on laser-ultrasound

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201910460629.7A CN110146449A (en) 2019-05-30 2019-05-30 A kind of air compressor cylinder body face crack online test method and system based on laser-ultrasound

Publications (1)

Publication Number Publication Date
CN110146449A true CN110146449A (en) 2019-08-20

Family

ID=67592238

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201910460629.7A Withdrawn CN110146449A (en) 2019-05-30 2019-05-30 A kind of air compressor cylinder body face crack online test method and system based on laser-ultrasound

Country Status (1)

Country Link
CN (1) CN110146449A (en)

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111624257A (en) * 2020-06-08 2020-09-04 上海工程技术大学 Metal surface crack detection system based on SLS
CN111796030A (en) * 2020-06-12 2020-10-20 北京工业大学 Ultrasonic signal consensus self-organization analysis method for metal plate structure fatigue damage evaluation
CN112697807A (en) * 2020-12-09 2021-04-23 江汉大学 Cylindrical object surface crack width detection method
CN113504182A (en) * 2021-05-26 2021-10-15 杭州久益机械股份有限公司 Object surface crack online detection method based on laser surface acoustic wave
CN113916793A (en) * 2021-09-18 2022-01-11 华南理工大学 Non-contact laser ultrasonic damage detection method and system based on sparse array excitation
CN114876779A (en) * 2022-04-24 2022-08-09 惠州市卓锐机电设备有限公司 Air compression intelligent operation and maintenance method based on Internet of things

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN203365321U (en) * 2013-08-02 2013-12-25 中国石油大学(北京) Laser ultrasonic detection device
CN106950180A (en) * 2017-05-22 2017-07-14 九江学院 A kind of laser ultrasonic detection system and its detection method of quick positioning defect
CN105527345B (en) * 2016-01-15 2018-12-25 北京工业大学 The defect positioning method of Lamb wave plate structure based on intensive laser sensor array
CN106546604B (en) * 2016-11-02 2019-04-05 山西大学 A kind of bronze surface and Sub-surface defect detection method and system

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN203365321U (en) * 2013-08-02 2013-12-25 中国石油大学(北京) Laser ultrasonic detection device
CN105527345B (en) * 2016-01-15 2018-12-25 北京工业大学 The defect positioning method of Lamb wave plate structure based on intensive laser sensor array
CN106546604B (en) * 2016-11-02 2019-04-05 山西大学 A kind of bronze surface and Sub-surface defect detection method and system
CN106950180A (en) * 2017-05-22 2017-07-14 九江学院 A kind of laser ultrasonic detection system and its detection method of quick positioning defect

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
万海波等: "基于状态空间特征提取的微裂纹定量检测", 《振动、测试与诊断》 *
曹振: "基于激光超声的管道表面裂纹缺陷检测机理研究", 《中国优秀硕士学位论文全文数据库 工程科技Ⅱ辑》 *

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111624257A (en) * 2020-06-08 2020-09-04 上海工程技术大学 Metal surface crack detection system based on SLS
CN111796030A (en) * 2020-06-12 2020-10-20 北京工业大学 Ultrasonic signal consensus self-organization analysis method for metal plate structure fatigue damage evaluation
CN112697807A (en) * 2020-12-09 2021-04-23 江汉大学 Cylindrical object surface crack width detection method
CN112697807B (en) * 2020-12-09 2024-03-26 江汉大学 Method for detecting surface crack width of cylindrical object
CN113504182A (en) * 2021-05-26 2021-10-15 杭州久益机械股份有限公司 Object surface crack online detection method based on laser surface acoustic wave
CN113916793A (en) * 2021-09-18 2022-01-11 华南理工大学 Non-contact laser ultrasonic damage detection method and system based on sparse array excitation
CN114876779A (en) * 2022-04-24 2022-08-09 惠州市卓锐机电设备有限公司 Air compression intelligent operation and maintenance method based on Internet of things

Similar Documents

Publication Publication Date Title
CN110146449A (en) A kind of air compressor cylinder body face crack online test method and system based on laser-ultrasound
CN101813638B (en) Method and device for detecting welding point defect of chip on line
CN102495078B (en) Method for detecting welding seam on basis of quantum dot infrared fluorescence display technology
CN101889194B (en) Non-destructive inspection using laser- ultrasound and infrared thermography
CN106546604B (en) A kind of bronze surface and Sub-surface defect detection method and system
KR101150923B1 (en) Surface inspecting method and surface inspecting device
CN106404835B (en) A kind of infrared relevant thermal wave imaging system and the detection method based on the system
CN109387568A (en) A kind of laser ultrasonic detection device and increasing material manufacturing, detection integrated equipment
DK1930722T3 (en) Fremgangsmåde til ikke-destruktiv afprøvning af et arbejdsemne og ikke-destruktiv afprøvningsindretning
CN109459492A (en) The optoacoustic photo-thermal complex detection system and method for invar steel sheet weld crack defect
CN105092705A (en) Multi-mode signal detection method and multi-mode signal detection system for rail defects
CN102033081A (en) Infrared lock-in thermal wave non-destructive detection method based on image sequence processing
CN105021627B (en) The highly sensitive quick on-line water flushing method of optical thin film and element surface damage from laser
CN107607520A (en) The Laser Photoacoustic composite detection method and its system of a kind of element and defect
CN209416978U (en) A kind of laser ultrasonic detection device and increasing material manufacturing, detection integrated equipment
CN110763764A (en) Novel ultrasonic detection system for metal internal defects
CN106940332A (en) A kind of Infrared Non-destructive Testing system and method based on phase code modulation system
CN105510347A (en) Optical material defect real-time imaging apparatus based on photothermal detection and optical microscopy
CN106996962A (en) The Laser-Ultrasonic Nondestructive Testing System of laser injection fibre and coherent detection
CN211179651U (en) Novel ultrasonic detection system for metal internal defects
CN107091877A (en) The laser-ultrasound lossless detection method of laser injection fibre and coherent detection
CN109799192A (en) A kind of non-contact laser ultrasonic nondestructive testing and method for arbitrary surface
Ye et al. Development of an ultrasonic NDT system for automated in-situ inspection of wind turbine blades
CN110779927B (en) Subsurface defect detection device and method based on ultrasonic modulation
CN112067696A (en) System for detecting surface defects of pipeline based on laser ultrasonic

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
WW01 Invention patent application withdrawn after publication

Application publication date: 20190820

WW01 Invention patent application withdrawn after publication