[go: up one dir, main page]

CN109520678A - A kind of pressure maintaining detection method for pressure vessel air tightness test - Google Patents

A kind of pressure maintaining detection method for pressure vessel air tightness test Download PDF

Info

Publication number
CN109520678A
CN109520678A CN201811605250.2A CN201811605250A CN109520678A CN 109520678 A CN109520678 A CN 109520678A CN 201811605250 A CN201811605250 A CN 201811605250A CN 109520678 A CN109520678 A CN 109520678A
Authority
CN
China
Prior art keywords
pressure
pressure vessel
air
indicate
edge
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.)
Granted
Application number
CN201811605250.2A
Other languages
Chinese (zh)
Other versions
CN109520678B (en
Inventor
高飞
林俊辉
尤黄宇
卢书芳
张元鸣
肖刚
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.)
Zhejiang University of Technology ZJUT
Original Assignee
Zhejiang University of Technology ZJUT
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 Zhejiang University of Technology ZJUT filed Critical Zhejiang University of Technology ZJUT
Priority to CN201811605250.2A priority Critical patent/CN109520678B/en
Publication of CN109520678A publication Critical patent/CN109520678A/en
Application granted granted Critical
Publication of CN109520678B publication Critical patent/CN109520678B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01MTESTING STATIC OR DYNAMIC BALANCE OF MACHINES OR STRUCTURES; TESTING OF STRUCTURES OR APPARATUS, NOT OTHERWISE PROVIDED FOR
    • G01M3/00Investigating fluid-tightness of structures
    • G01M3/02Investigating fluid-tightness of structures by using fluid or vacuum
    • G01M3/04Investigating fluid-tightness of structures by using fluid or vacuum by detecting the presence of fluid at the leakage point
    • G01M3/06Investigating fluid-tightness of structures by using fluid or vacuum by detecting the presence of fluid at the leakage point by observing bubbles in a liquid pool
    • G01M3/10Investigating fluid-tightness of structures by using fluid or vacuum by detecting the presence of fluid at the leakage point by observing bubbles in a liquid pool for containers, e.g. radiators
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01LMEASURING FORCE, STRESS, TORQUE, WORK, MECHANICAL POWER, MECHANICAL EFFICIENCY, OR FLUID PRESSURE
    • G01L11/00Measuring steady or quasi-steady pressure of a fluid or a fluent solid material by means not provided for in group G01L7/00 or G01L9/00
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/0002Inspection of images, e.g. flaw detection
    • G06T7/0004Industrial image inspection
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/10Segmentation; Edge detection
    • G06T7/13Edge detection
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/10Segmentation; Edge detection
    • G06T7/136Segmentation; Edge detection involving thresholding
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10016Video; Image sequence

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Theoretical Computer Science (AREA)
  • Quality & Reliability (AREA)
  • Examining Or Testing Airtightness (AREA)

Abstract

The invention proposes a kind of pressure maintaining detection methods for pressure vessel air tightness test, it can automatically detect out the pressure vessel and quantity in detection cell, there are when pressure vessel in detection cell, pressure vessel internal pressure numerical value is got by pressure sensor, whether the dwell pressure and dwell time for further calculating pressure vessel according to pressure value variation reach rated value, avoid " Asia inspection " situation in air-leakage test.

Description

A kind of pressure maintaining detection method for pressure vessel air tightness test
Technical field
The present invention relates to industrial air-leakage test fields, and in particular to a kind of pressure maintaining for pressure vessel air tightness test Detection method.
Background technique
Pressure vessel is usually used in storing compressed liquid or gas in the industry.It needs to be filled with high pressure gas for this Or for the pressure vessel of liquid, if leaked in use, it will cause security risk, can also cause when serious The hazard events such as fire, explosion.Currently, most manufacturers carry out air-leakage test to pressure vessel using bowssening.Immersion Method is that pressure vessel to be detected is put into air-leakage test pond, then to gas is filled with inside pressure vessel to be detected, is made It obtains pressure vessel air pressure inside and reaches examination criteria, judge pressure vessel by whether thering is bubble to come up in observation detection cell Air-tightness.Clear stipulaties in the standard GB12137-89 gas cylinder airtightness testing method of Issued by China State Bureau of Technical Supervision: it is testing In the process, the relationships the such as whether time is enough when whether pressure is added to position, protects, whether every pressure vessel normally tests before dispatching from the factory To its enter market after using safe.And in artificial implementation process, part producing producer in order to improve the production efficiency, in gas In close property detection process, testing staff makes the duration deficiency of insufficient pressure or on-load pressure that pressure vessel inside loads It is happened at " Asia inspection ".
For the detection of pressure condition in air-tight test, domestic and international experts and scholars expand primary study.Wherein and originally Inventing the technical solution being closer to includes: (the Temperature compensation in such as Anthony Jenkins differential pressure leak detection[P].United States Patent:4947352,1990-08- 07) it in order to improve differential pressure method detection accuracy, proposes a scale factor, is determined according to multiple measurement, to reduce pressure differential method inspection Survey bring error.(the Leak detection system with background such as Sarkis Barkhoudarian Compensation [P] .United States Patent:5001346,1991-03-19) it proposes measured piece and standard component It is maintained in a relative constant environment, reduces influence of the airtight container external heat transfer to pressure differential method detection accuracy. (the Analysis of temperature effect on differential pressure such as Kenji Kawashima method for air leak detection[A].SICE 2004Annual Conference [C].Oakland:IEEE Computer Press, 2004:159-162) et al. on the basis of pressure differential method air-leakage test, study testing container and reference Container internal temperature in gas replenishment process changes, and proposes that pressure vessel thermal recovery time is the weight for influencing pressure differential method detection accuracy Want reason.(the Dynamical Model of Leak Measurement by PneumaticPressure such as Harus L G Change [M] .Japan:Systems Modeling and Simulation, 2007) temperature is had studied to detect differential pressure method Influence, propose the relational model of ambient temperature Yu differential pressure method detection accuracy.Chen Yu etc. (differential pressure air-leakage detector design with Realize [J] China Measures Institute journal, 2009,20 (4): 311-314) the air-leakage test instrument based on differential pressure method is had developed, By circuit control inflation/deflation process, human-computer interaction is improved using touch screen module, configures high-precision pressure sensor to improve Detection accuracy.Mu Xiaoge etc. (design [J] instrument and meter for automation of steel cylinder inspection data automatic collecting system, 2011,32 (4): Steel cylinder inspection data automatic collecting system 56-58) etc. is developed, is mainly used for acquiring in real time and examines the data such as pressure, temperature. Luo Jianming etc. (research [J] of the air-leakage detector calibrating installation based on PLC measures technology, 2015,25 (1): 94-95) etc. It is studied for differential pressure method, devises the air-tightness calibrating installation based on PLC, improve the precision of differential pressure method measurement.Liu Great equal (based on external pressure pressure differential method high pressure valve air tightness detection system research [J] lathe and hydraulic, 2015,43 (1): 53-56) External pressure pressure is based on by the defect of cylinder valve and gas-guide tube gas leakage effect in detection accuracy for direct pressure closing and internal pressure pressure differential method Poor method proposes a set of detection scheme for cylinder valve air-tightness.Experiment shows that the program improves to a certain extent Detection accuracy accelerates detection speed, and has good system stability.(the floating based on equivalent differential pressure method such as Zeng Fanyang Device leakage detection method studies [J] HeFei University of Technology journal (natural science edition), 2018,41 (04): 451-456) it proposes The leakage detection method of aerostatics carries out mathematical modeling in different temperatures and pressure difference running parameter to aerostatics, utilizes a large amount of numbers According to being verified and being corrected to simulation model, enable model essence after measurement the aerostatics for a period of time variation of interior temperature and pressure difference Really calculate the leakage rate of aerostatics.
In conclusion the air-tight test scheme that comparison is proposed at present, main problem is that: most scheme the point concerned Be how leakage pressure container detected by the methods of pressure differential method, in fact no matter pressure vessel gas leakage to be checked whether, During air-leakage test, will ensure whether pressure vessel dwell pressure and dwell time are up to standard, ignore pressure vessel pressure maintaining Pressure and dwell time will have a direct impact on last air-leakage test result.
Summary of the invention
Aiming at the problems existing in the prior art, the purpose of the present invention is to provide one kind tries for pressure vessel air tightness The pressure maintaining detection method tested, by whether there is pressure vessel in dual threshold binaryzation and Canny rim detection test detection cell, As the guarantor for there are when pressure vessel, passing through pressure sensor in detection cell and obtaining in a period of time pressure vessel to be checked in detection cell Pressure pressure value judges whether pressure vessel internal pressure is added to position, dwell time enough, it is ensured that air-leakage test it is reliable Property.
Technical scheme is as follows:
A kind of pressure maintaining detection method for pressure vessel air tightness test, which comprises the steps of:
Step 1: air-tight test detection cell being shot with industrial camera, video frame images are obtained from video camera fi, i=1,2 ..., n, gray processing fiObtain gray level image gfi, with the interior verification grayscale image gf of 3*3iUsing double after progress noise reduction Threshold binarization method, two threshold value t of setting height1And t2, then according to formula (1) to gfiBinaryzation obtains bianry image bfi
In formula, f (x, y) indicates pixel gray value, threshold value t1And t2It is determined by grey level histogram valley value;
Step 2: to bianry image bfiIts edge image ef is obtained using Canny operatoriWith edge collection Indicate edgesiIn j-th strip side Edge, miIndicate edgesiThe quantity at middle edge,Indicate edgeIn k-th of pixel,It indicatesIt is corresponding Coordinate,It indicatesIn pixel sum;
Step 3: calculatingCorresponding closed contour area, is denoted asIfWithMeet formula (2), then by edgeIt is added in pressure vessel edge collection bottleedges;When all satisfactory edgesAll it is added to pressure vessel side When edge collection bottleEdges, it is denoted as bottleEdges={ ebv| v=1,2 ..., u }, ebvIndicate that corresponding pressure is held Device edge contour, then u is the quantity of detection cell inner pressure vessel;
Step 4: when u is not 0, i.e., there are pressure vessel in sink, pressure sensor starts returning pressure ginseng Number;Assuming that u is not 0 in r batch air-tight test, the pressure vessel internal pressure arrangement set of pressure sensor measurement isWhereinFor pressure value,ForCorresponding acquisition time, R are acquisition Number;If formula (3) is met, then it represents that the dwell time of the batch air-tight test and dwell pressure are abundant, air-tightness examination Test it is reliable, it is on the contrary then test it is unreliable;
Wherein, P0Indicate specified dwell pressure value, T0Indicate the minimum dwell time required by air-tight test, δ indicates to protect Pressure pressure error threshold,Indicate that pressurization stages pressure value is equal to P in set P0Corresponding acquisition time, is denoted as s when/2 Secondary acquisition,Indicate that decompression phase pressure value is equal to P in set P0Corresponding acquisition time when/2 is denoted as the e times acquisition.
The beneficial effects of the present invention are: the present invention can automatically detect out pressure vessel and quantity in detection cell, There are when pressure vessel in detection cell, pressure vessel internal pressure numerical value is got by pressure sensor, further according to pressure Whether the dwell pressure and dwell time that force value variation calculates pressure vessel reach rated value, avoid in air-leakage test " Asia inspection " situation.
Detailed description of the invention
Fig. 1 is pressure sensor and camera installation site example diagram;
Fig. 2 is to air-tight test grayscale image;
Fig. 3 is the result that dual threshold binaryzation is carried out to air-tight test image;
Fig. 4 is to air tight test pressure curve example diagram.
Specific embodiment
The present invention is elaborated below with reference to example and picture.
A kind of pressure maintaining detection method for pressure vessel air tightness test, the specific steps are as follows:
Step 1: equipment installation is as shown in Figure 1, wherein 1 expression air pump, 2 expression pressure sensors, and 3 expression video cameras, 4 Indicate pressure vessel, 5 indicate detection cell, and 6 indicate gas-guide tube;Air-tight test detection cell is shot with industrial camera, Video frame images f is obtained from video camerai, i=1,2 ..., n, gray processing fiObtain gray level image gfi, grayscale image gfiSuch as Fig. 2 It is shown, with the interior verification grayscale image gf of 3*3iDual threshold binarization method, two threshold value t of setting height are used after carrying out noise reduction1With t2, then according to formula (1) to gfiBinaryzation obtains bianry image bfi, bianry image bfiAs shown in Figure 3;
In formula, f (x, y) indicates pixel gray value, threshold value t1And t2It is determined by grey level histogram valley value, in this example Middle t1And t2Take 35 and 50;
Step 2: to binary map bfiIts edge image ef is obtained using Canny operatoriWith edge collection Indicate edgesiIn j-th strip Edge, miIndicate edgesiThe quantity at middle edge,Indicate edgeIn k-th of pixel,It indicatesIt is right The coordinate answered,It indicatesIn pixel sum;
Step 3: calculatingCorresponding closed contour area, is denoted asIfWithMeet formula (2), then by edgeIt is added in pressure vessel edge collection bottleedges;When all satisfactory edgesAll it is added to pressure vessel side When edge collection bottleEdges, it is denoted as bottleEdges={ ebv| v=1,2 ..., u }, ebvIndicate that corresponding pressure is held Device edge contour, then u is the quantity of detection cell inner pressure vessel;
Step 4: when u is not 0, i.e., there are pressure vessel in sink, pressure sensor starts returning pressure ginseng Number;Assuming that u is not 0 in r batch air-tight test, the pressure vessel internal pressure arrangement set of pressure sensor measurement isWherein Pi (r)For pressure value,For Pi (r)Corresponding acquisition time, R are acquisition Number;If formula (3) is met, then it represents that the dwell time of the batch air-tight test and dwell pressure are abundant, air-tightness examination Test reliable, on the contrary then test unreliable, pressue-graph is as shown in Figure 4;
Wherein, P0Indicate specified dwell pressure value, T0Indicate the minimum dwell time required by air-tight test, δ indicates to protect Pressure pressure error threshold,Indicate that pressurization stages pressure value is equal to P in set P0Corresponding acquisition time, is denoted as s when/2 Secondary acquisition,Indicate that decompression phase pressure value is equal to P in set P0Corresponding acquisition time when/2 is denoted as the e times acquisition, In this example, P0、T030Mpa, 60s and 0.05 are taken respectively with the value of δ.

Claims (1)

1. a kind of pressure maintaining detection method for pressure vessel air tightness test, which comprises the steps of:
Step 1: air-tight test detection cell being shot with industrial camera, video frame images f is obtained from video camerai, i =1,2 ..., n, gray processing fiObtain gray level image gfi, with the interior verification grayscale image gf of 3*3iDual threshold is used after carrying out noise reduction Binarization method, two threshold value t of setting height1And t2, then according to formula (1) to gfiBinaryzation obtains bianry image bfi
In formula, f (x, y) indicates pixel gray value, threshold value t1And t2It is determined by grey level histogram valley value;
Step 2: to bianry image bfiIts edge image ef is obtained using Canny operatoriWith edge collection Indicate edgesiIn j-th strip side Edge, miIndicate edgesiThe quantity at middle edge,Indicate edgeIn k-th of pixel,It indicatesIt is corresponding Coordinate,It indicatesIn pixel sum;
Step 3: calculatingCorresponding closed contour area, is denoted asIfWithMeet formula (2), then by edgeAdd It is added in pressure vessel edge collection bottleedges;When all satisfactory edgesAll it is added to pressure vessel edge collection When bottleEdges, it is denoted as bottleEdges={ ebv| v=1,2 ..., u }, ebvIndicate corresponding pressure vessel side Edge profile, then u is the quantity of detection cell inner pressure vessel;
Step 4: when u is not 0, i.e., there are pressure vessel in sink, pressure sensor starts returning pressure parameter;It is false If in r batch air-tight test, u is not 0, the pressure vessel internal pressure arrangement set of pressure sensor measurement isWherein Pi (r)For pressure value,For Pi (r)Corresponding acquisition time, R are acquisition Number;If formula (3) is met, then it represents that the dwell time of the batch air-tight test and dwell pressure are abundant, air-tightness examination Test it is reliable, it is on the contrary then test it is unreliable;
Wherein, P0Indicate specified dwell pressure value, T0Indicate the minimum dwell time required by air-tight test, δ indicates pressure maintaining pressure Power error threshold,Indicate that pressurization stages pressure value is equal to P in set P0It corresponding acquisition time when/2, is denoted as the s times and adopts Collection,Indicate that decompression phase pressure value is equal to P in set P0Corresponding acquisition time when/2 is denoted as the e times acquisition.
CN201811605250.2A 2018-12-26 2018-12-26 A pressure-holding detection method for air-tightness test of pressure vessel Active CN109520678B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201811605250.2A CN109520678B (en) 2018-12-26 2018-12-26 A pressure-holding detection method for air-tightness test of pressure vessel

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201811605250.2A CN109520678B (en) 2018-12-26 2018-12-26 A pressure-holding detection method for air-tightness test of pressure vessel

Publications (2)

Publication Number Publication Date
CN109520678A true CN109520678A (en) 2019-03-26
CN109520678B CN109520678B (en) 2021-01-19

Family

ID=65798011

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201811605250.2A Active CN109520678B (en) 2018-12-26 2018-12-26 A pressure-holding detection method for air-tightness test of pressure vessel

Country Status (1)

Country Link
CN (1) CN109520678B (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111650084A (en) * 2020-06-09 2020-09-11 湖北亿纬动力有限公司 Vacuum value test method and device for characterizing battery gas production rate
CN112484936A (en) * 2020-11-30 2021-03-12 北京舍得叔叔科技有限公司 Method and device for quantitatively monitoring air tightness of closed space
CN114235308A (en) * 2021-12-09 2022-03-25 武汉欧格莱液压动力设备有限公司 Method for testing sealing performance of hydraulic element

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102043950A (en) * 2010-12-30 2011-05-04 南京信息工程大学 Vehicle outline recognition method based on canny operator and marginal point statistic
CN102982534A (en) * 2012-11-01 2013-03-20 北京理工大学 Canny edge detection dual threshold acquiring method based on chord line tangent method
CN104165735A (en) * 2014-06-16 2014-11-26 浙江工业大学 Complete equipment for airtightness test of gas cylinder
CN105547602A (en) * 2015-11-04 2016-05-04 上海大学 Subway tunnel segment leakage water remote measurement method
CN105678760A (en) * 2016-01-04 2016-06-15 国家电网公司 Method for recognizing insulator image on the basis of Canny edge detection algorithm
CN106169079A (en) * 2016-06-30 2016-11-30 浙江工业大学 A kind of pressure vessel quantity recognition methods based on computer vision
US20170076174A1 (en) * 2014-05-06 2017-03-16 Nant Holdings Ip, Llc Image-based feature detection using edge vectors
CN207263403U (en) * 2017-10-11 2018-04-20 河北科佳橡胶制品有限公司 A kind of sebific duct sealing property detection device
CN109029861A (en) * 2018-07-12 2018-12-18 浙江工业大学 A kind of pressure vessel air tightness detection method based on background modeling and mass center cluster

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102043950A (en) * 2010-12-30 2011-05-04 南京信息工程大学 Vehicle outline recognition method based on canny operator and marginal point statistic
CN102982534A (en) * 2012-11-01 2013-03-20 北京理工大学 Canny edge detection dual threshold acquiring method based on chord line tangent method
US20170076174A1 (en) * 2014-05-06 2017-03-16 Nant Holdings Ip, Llc Image-based feature detection using edge vectors
CN104165735A (en) * 2014-06-16 2014-11-26 浙江工业大学 Complete equipment for airtightness test of gas cylinder
CN105547602A (en) * 2015-11-04 2016-05-04 上海大学 Subway tunnel segment leakage water remote measurement method
CN105678760A (en) * 2016-01-04 2016-06-15 国家电网公司 Method for recognizing insulator image on the basis of Canny edge detection algorithm
CN106169079A (en) * 2016-06-30 2016-11-30 浙江工业大学 A kind of pressure vessel quantity recognition methods based on computer vision
CN106169079B (en) * 2016-06-30 2019-04-30 浙江工业大学 A computer vision-based method for identifying the number of pressure vessels
CN207263403U (en) * 2017-10-11 2018-04-20 河北科佳橡胶制品有限公司 A kind of sebific duct sealing property detection device
CN109029861A (en) * 2018-07-12 2018-12-18 浙江工业大学 A kind of pressure vessel air tightness detection method based on background modeling and mass center cluster

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
魏剑新: "基于边缘聚类与筛选的压力容器数量视觉检测方法研究", 《计算机时代》 *

Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111650084A (en) * 2020-06-09 2020-09-11 湖北亿纬动力有限公司 Vacuum value test method and device for characterizing battery gas production rate
CN111650084B (en) * 2020-06-09 2023-03-31 湖北亿纬动力有限公司 Vacuum value testing method and device for representing gas production rate of battery
CN112484936A (en) * 2020-11-30 2021-03-12 北京舍得叔叔科技有限公司 Method and device for quantitatively monitoring air tightness of closed space
CN112484936B (en) * 2020-11-30 2024-02-02 北京舍得叔叔科技有限公司 Method and device for quantitatively monitoring airtight space air tightness
CN114235308A (en) * 2021-12-09 2022-03-25 武汉欧格莱液压动力设备有限公司 Method for testing sealing performance of hydraulic element

Also Published As

Publication number Publication date
CN109520678B (en) 2021-01-19

Similar Documents

Publication Publication Date Title
CN104792473B (en) The device for detecting sealability and method of electronic product
CN104236826B (en) The device for detecting sealability and method of airbag product
CN109520678A (en) A kind of pressure maintaining detection method for pressure vessel air tightness test
CN101592544B (en) Device and method for detecting leakage of seal chamber by infrared imaging technology
CN108700485A (en) Leak inspection device and method
CN104865026B (en) Polyethylene valve tightness room temperature low pressure test (LPT) method
CN202903434U (en) A detecting device
CN201965006U (en) Lithium ion battery differential pressure formula leak hunting device
CN205826241U (en) Air-tightness detection device
CN103335791B (en) A kind of based on the thin leak hunting method of helium mass spectrum quantitatively determining the longest time inspection time
CN101373162A (en) Method for drafting differential pressure and leakage amount relation curve in leak detection of seal article
CN206638397U (en) A kind of batteries of electric automobile bag air-tightness detection device
CN103398830B (en) A kind of grease chamber's sealing leak hunting method of load ratio bridging switch
CN115063584A (en) Pipeline steam leak detection method and detection system based on deep learning
CN113567625B (en) Automatic measuring device for free gas of oil immersed transformer
CN109556809B (en) Nondestructive leak detection method and device based on differential pressure principle
CN104535279A (en) Novel waterproof and dustproof level dry detection method and device
CN205538126U (en) Electronic device shell integrality detection device
CN112629779A (en) Total air tightness detection method for pressure container
CN206002268U (en) Cylinder seal testing equipment
CN119618491A (en) Gas meter leakage detection device and detection method thereof
CN106771093A (en) Portable Insulating Oil Breakdown Voltage gassiness tester and its method of testing
CN204612877U (en) The device for detecting sealability of electronic product
CN111157180B (en) A measuring system and testing method for airship ground leakage
CN107966252A (en) A kind of leakage amount detector of micrometeor air seal

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
GR01 Patent grant
GR01 Patent grant