CN106644302A - Pipeline leak detection method and device and spherical system - Google Patents

Pipeline leak detection method and device and spherical system Download PDF

Info

Publication number
CN106644302A
CN106644302A CN201710090308.3A CN201710090308A CN106644302A CN 106644302 A CN106644302 A CN 106644302A CN 201710090308 A CN201710090308 A CN 201710090308A CN 106644302 A CN106644302 A CN 106644302A
Authority
CN
China
Prior art keywords
pipe leakage
spherical
pipeline
spherical system
leakage
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.)
Pending
Application number
CN201710090308.3A
Other languages
Chinese (zh)
Inventor
朱铮涛
杨光
谢安治
廖永超
谢志鹏
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.)
Guangdong University of Technology
Original Assignee
Guangdong University of Technology
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 Guangdong University of Technology filed Critical Guangdong University of Technology
Priority to CN201710090308.3A priority Critical patent/CN106644302A/en
Publication of CN106644302A publication Critical patent/CN106644302A/en
Pending legal-status Critical Current

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
    • G01M3/24Investigating fluid-tightness of structures by using fluid or vacuum by detecting the presence of fluid at the leakage point using infrasonic, sonic, or ultrasonic vibrations
    • G01M3/243Investigating fluid-tightness of structures by using fluid or vacuum by detecting the presence of fluid at the leakage point using infrasonic, sonic, or ultrasonic vibrations for pipes
    • G01M3/246Investigating fluid-tightness of structures by using fluid or vacuum by detecting the presence of fluid at the leakage point using infrasonic, sonic, or ultrasonic vibrations for pipes using pigs or probes travelling in the pipe

Landscapes

  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Examining Or Testing Airtightness (AREA)

Abstract

The embodiment of the invention discloses a pipeline leak detection method and device and a spherical system for solving the technical problems that methods such as infrared imaging, radar leak detection and gas leak detection only can be used in special conditions and are miscellaneous to operate, high in experience and high in cost, and the paving area is large, the implementing difficulty is great and the economical input is more by virtue of an air sampling method as well as detecting technologies by using caused conveying conditions such as pipeline flow and pressure.

Description

A kind of pipe leakage detection method, device and spherical system
Technical field
The present invention relates to pipe leakage detection field, more particularly to a kind of pipe leakage detection method, device and spherical system System.
Background technology
The seepage mode of underground water conduit mainly has the extravasation of pipeline moderate rain sewage, oozes in underground water, interior oozes extravasation repeatedly Occur, seepage not only can produce destruction to the Nature ecological environment, and can produce serious obstruction to the social action of people.
At present, pipe leakage detection technique can be divided into that infrared ray leaks hunting, radar leaks hunting by principle difference, Air leakage detector etc. It is several, wherein, infrared imaging, radar leak hunting, Air leakage detector these methods can only be used on other occasions, and operate numerous It is miscellaneous, empirical strong, high cost, by air sampling method and the detection using transport conditions such as the pipeline flow for causing, pressure Technology its laying area it is wide, enforcement difficulty is big, economic input is more.
The content of the invention
Embodiments provide a kind of pipe leakage detection method, device and spherical system, solve infrared ray into Leak hunting as, radar, Air leakage detector these methods can only be used on other occasions, and trivial operations, empirical strong, cost Height, by air sampling method and using the detection technique of the transport conditions such as the pipeline flow that causes, pressure its laying area it is wide, Enforcement difficulty is big, the technical problem more than economic input.
A kind of pipe leakage detection method provided in an embodiment of the present invention, including:
S1:Pipe leakage detects spherical system when pipeline is tracked, and the MPU6050 that spherical system is detected to pipe leakage is passed The pipe leakage in MPU6050 sensors detect relative coordinate system OXbYbZb that axle is formed of sensor output detects spherical system The angular velocity data and acceleration information of system is collected and preserves;
S2:Detect that the angular velocity data and pipeline of spherical system ooze by the pipe leakage in relative coordinate system OXbYbZb Absolute coordinate system OXYZ and pipe leakage detection that the spherical system of missing inspection is located in the time space motion of tracking pipeline is spherical The coordinate transform of relative coordinate system OXbYbZb that the MPU6050 sensors detection axle of system is formed, calculates pipeline leak detection ball Component of the acceleration of gravity of shape system on each direction of principal axis of relative coordinate system OXbYbZb;
S3:The acceleration information of spherical system adds with gravity to be detected to the pipe leakage in relative coordinate system OXbYbZb The difference of speed data is integrated, by the coordinate transform of absolute coordinate system OXYZ and relative coordinate system OXbYbZb, computer tube Instantaneous velocity and displacement of the leak detection spherical system in road in absolute coordinate system OXYZ, and by wavelet analysis to pipe leakage Detecting the acceleration information of spherical system is carried out except making an uproar, and acquisition removes the acceleration information of the spherical system of pipe leakage detection after making an uproar Peak value number, by the peak value number, obtains the acceleration information cycle that pipe leakage detects spherical system, calculates pipeline and oozes The spherical system motion distance of missing inspection.
Preferably,
Also include after step S3:
S4:Pipe leakage detects that spherical system has been tracked after full journey, detects spherical system in absolute coordinate pipe leakage It is instantaneous velocity, displacement, the spherical system motion distance of pipe leakage detection, the sound of the spherical system of pipe leakage detection in OXYZ The acoustic signals and pipe leakage of ripple acquisition module collection detect that the pipeline leakage tester onboard clock of spherical system is calculated Temporal information, contrasted with preset acoustic signals analytical database, obtain pipe leakage degree and pipe leakage position.
Preferably,
Step S3 is specifically included:
The acceleration information and acceleration of gravity of spherical system are detected to the pipe leakage in relative coordinate system OXbYbZb The difference of data is integrated, calculate instantaneous velocity of the spherical system of pipeline leak detection in relative coordinate system OXbYbZb and Displacement, by the coordinate transform of absolute coordinate system OXYZ and relative coordinate system OXbYbZb, calculates the spherical system of pipeline leak detection Instantaneous velocity and displacement in absolute coordinate system OXYZ, and the acceleration of spherical system is detected to pipe leakage by wavelet analysis Degrees of data is carried out except making an uproar, and acquisition removes the peak value number that pipe leakage after making an uproar detects the acceleration information of spherical system, by described Peak value number, obtains the acceleration information cycle that pipe leakage detects spherical system, by the acceleration information cycle and pipe The product of the girth of circle that leak detection spherical sub-system diameter in road is located, calculates the spherical system motion distance of pipeline leak detection.
A kind of pipeline leakage tester provided in the embodiment of the present invention, including:
Collection and conservation unit, spherical system is detected when pipeline is tracked for pipe leakage, detects spherical to pipe leakage The pipeline in MPU6050 sensors detect relative coordinate system OXbYbZb that axle is formed of the MPU6050 sensors output of system The angular velocity data and acceleration information of the spherical system of leak detection is collected and preserves;
First computing unit, for detecting the angle speed of spherical system by the pipe leakage in relative coordinate system OXbYbZb Degrees of data and pipe leakage detect absolute coordinate system OXYZ and the pipe of the spherical system at tracking pipeline time space motion place The coordinate transform of relative coordinate system OXbYbZb that the MPU6050 sensors detection axle of the spherical system of road leak detection is formed, calculates Pipe leakage detects component of the acceleration of gravity of spherical system on each direction of principal axis of relative coordinate system OXbYbZb;
Second computing unit, for detecting the acceleration of spherical system to the pipe leakage in relative coordinate system OXbYbZb Degrees of data is integrated with the difference of acceleration of gravity data, by absolute coordinate system OXYZ and relative coordinate system OXbYbZb Coordinate transform, calculates instantaneous velocity and displacement of the spherical system of pipeline leak detection in absolute coordinate system OXYZ, and by little Wave analysis detects that the acceleration information of spherical system is carried out except making an uproar to pipe leakage, and acquisition removes pipe leakage after making an uproar and detects spherical system The peak value number of the acceleration information of system, by the peak value number, obtains the acceleration number of degrees that pipe leakage detects spherical system According to the cycle, the spherical system motion distance of pipeline leak detection is calculated.
Preferably,
Also include:
Comparison unit, detects that spherical system has been tracked after full journey for pipe leakage, and pipe leakage is detected into spherical system Instantaneous velocity, displacement, pipe leakage in absolute coordinate system OXYZ detects spherical system motion distance, pipe leakage detection ball The acoustic signals and pipe leakage of the sound collecting module collection of shape system are detected in the pipeline leakage tester of spherical system The temporal information of clock calculation is put, is contrasted with preset acoustic signals analytical database, obtain pipe leakage degree and pipe Road leak location.
Preferably,
Second computing unit is specifically included:
Integration subelement, specifically for detecting adding for spherical system to the pipe leakage in relative coordinate system OXbYbZb Speed data is integrated with the difference of acceleration of gravity data;
First computation subunit, specifically for the spherical system of calculating pipeline leak detection in relative coordinate system OXbYbZb Instantaneous velocity and displacement;
Second computation subunit, becomes specifically for the coordinate by absolute coordinate system OXYZ and relative coordinate system OXbYbZb Change, calculate instantaneous velocity and displacement of the spherical system of pipeline leak detection in absolute coordinate system OXYZ;
Except subelement of making an uproar, specifically for detecting that the acceleration information of spherical system is carried out to pipe leakage by wavelet analysis Except making an uproar;
First obtains subelement, and the peak that pipe leakage after making an uproar detects the acceleration information of spherical system is removed specifically for acquisition Value number;
Second obtains subelement, specifically for by the peak value number, obtaining pipe leakage and detecting adding for spherical system The speed data cycle;
3rd computation subunit, specifically for detecting that spherical system is straight by the acceleration information cycle and pipe leakage The product of the girth of circle that footpath is located, calculates the spherical system motion distance of pipeline leak detection.
A kind of pipe leakage provided in the embodiment of the present invention detects spherical system, including:Pipe leakage as above Detection means, supply module, sound collecting module, memory module, bluetooth module, locating module, spherical housing;
Wherein described spherical housing encapsulates the supply module, the sound collecting module, the memory module, the indigo plant Tooth module, the locating module, the pipeline leakage tester;
The supply module, the sound collecting module, the memory module, the bluetooth module, the locating module It is connected with the pipeline leakage tester;
The supply module is connected with the sound collecting module, the pipeline leakage tester, the locating module;
The locating module is located at the center that the pipe leakage detects spherical system;
The locating module is MPU6050 sensors;
The pipeline leakage tester, specifically for analyzing the sound collecting module, the locating module data simultaneously The data storage in the memory module.
Preferably,
The sound collecting module includes Acoustic Signal Acquisition sensor and signal transacting submodule;
The Acoustic Signal Acquisition sensor and the signal transacting submodule are connected by electric signal;The acoustic signals Collection sensor is electret-type microphone;
The signal transacting submodule, specifically for the pipe leakage detection dress being sent to after electric signal amplification Put;
The signal transacting submodule is integrated circuit submodule.
Preferably,
The bluetooth module built-in FLASH program memory.
Preferably,
The memory module is SD card.
As can be seen from the above technical solutions, the embodiment of the present invention has advantages below:
A kind of pipe leakage detection method, device and the spherical system provided in the embodiment of the present invention, wherein, a kind of pipeline Leakage detection method includes:S1:Pipe leakage detects that spherical system, when pipeline is tracked, to pipe leakage spherical system is detected The pipe leakage inspection in MPU6050 sensors detect relative coordinate system OXbYbZb that axle is formed of MPU6050 sensors output The angular velocity data and acceleration information for surveying spherical system is collected and preserves;S2:By in relative coordinate system OXbYbZb Pipe leakage detects that the angular velocity data and pipe leakage of spherical system detects spherical system in tracking pipeline time space motion institute Absolute coordinate system OXYZ and the pipe leakage detect the relative seat that the MPU6050 sensors detection axle of spherical system is formed The coordinate transform of mark system OXbYbZb, calculates the acceleration of gravity of the spherical system of pipeline leak detection in relative coordinate system OXbYbZb Component on each direction of principal axis;S3:The acceleration information of spherical system is detected to the pipe leakage in relative coordinate system OXbYbZb It is integrated with the difference of acceleration of gravity data, is become by the coordinate of absolute coordinate system OXYZ and relative coordinate system OXbYbZb Change, calculate instantaneous velocity and displacement of the spherical system of pipeline leak detection in absolute coordinate system OXYZ, and by wavelet analysis The acceleration information of the spherical system of pipe leakage detection is carried out except making an uproar, acquisition removes pipe leakage after making an uproar and detects adding for spherical system The peak value number of speed data, by the peak value number, obtains the acceleration information cycle that pipe leakage detects spherical system, Calculate the spherical system motion distance of pipeline leak detection.In the present embodiment, by being collected to data and preserving, using coordinate Component of the acceleration of gravity on each direction of principal axis is obtained in conversion, and actual acceleration is poor with acceleration of gravity, and difference is asked for Integration, using small echo to signal denoising, takes out waveform peak number, and according to the signal period system motion distance is obtained, and solves Infrared imaging, radar leak hunting, Air leakage detector these methods can only be used on other occasions, and trivial operations, empirical By force, high cost, by air sampling method and using its laying of the detection technique of the transport conditions such as the pipeline flow for causing, pressure Area is wide, enforcement difficulty is big, the technical problem more than economic input.
Description of the drawings
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing The accompanying drawing to be used needed for having technology description is briefly described, it should be apparent that, drawings in the following description are only this Some embodiments of invention, for those of ordinary skill in the art, without having to pay creative labor, may be used also To obtain other accompanying drawings according to these accompanying drawings.
A kind of schematic flow sheet of the one embodiment for the pipe leakage detection method provided in Fig. 1 embodiment of the present invention;
A kind of flow process of another embodiment of the pipe leakage detection method provided in Fig. 2 embodiment of the present invention is illustrated Figure;
A kind of structural representation of the one embodiment for the pipeline leakage tester provided in Fig. 3 embodiment of the present invention;
A kind of structural representation of another embodiment of the pipeline leakage tester provided in Fig. 4 embodiment of the present invention Figure;
A kind of pipe leakage provided in Fig. 5 embodiment of the present invention detects the structural representation of one embodiment of spherical system Figure;
Fig. 6 is the MPU6050 sensors detection that a kind of pipe leakage provided in the embodiment of the present invention detects spherical system The relative coordinate system OXbYbZb schematic diagram that axle is formed.
Specific embodiment
A kind of pipe leakage detection method, device and spherical system are embodiments provided, for solving infrared ray Imaging, radar are leaked hunting, Air leakage detector these methods can only be used on other occasions, and trivial operations, empirical strong, cost Height, by air sampling method and using the detection technique of the transport conditions such as the pipeline flow that causes, pressure its laying area it is wide, Enforcement difficulty is big, the technical problem more than economic input.
To enable goal of the invention, feature, the advantage of the present invention more obvious and understandable, below in conjunction with the present invention Accompanying drawing in embodiment, is clearly and completely described, it is clear that disclosed below to the technical scheme in the embodiment of the present invention Embodiment be only a part of embodiment of the invention, and not all embodiment.Based on the embodiment in the present invention, this area All other embodiment that those of ordinary skill is obtained under the premise of creative work is not made, belongs to protection of the present invention Scope.
Fig. 1 is referred to, a kind of one embodiment for the pipe leakage detection method provided in the embodiment of the present invention includes:
101st, pipe leakage detects that spherical system, when pipeline is tracked, to pipe leakage the MPU6050 of spherical system is detected The pipe leakage detection in MPU6050 sensors detect relative coordinate system OXbYbZb that axle is formed of sensor output is spherical The angular velocity data and acceleration information of system is collected and preserves;
, when pipeline is tracked, the central processing unit 1 of pipeline leakage tester is to pipe leakage for pipeline leakage tester The relative coordinate system that axle formation is detected in MPU6050 sensors of the MPU6050 sensors output of the locating module 6 of detection means The angular velocity data and acceleration information of the pipeline leakage tester in OXbYbZb is read out, and by TXT document forms Store to the memory module 4 of pipeline leakage tester.
102nd, detect that the angular velocity data and pipeline of spherical system ooze by the pipe leakage in relative coordinate system OXbYbZb Absolute coordinate system OXYZ and pipe leakage detection that the spherical system of missing inspection is located in the time space motion of tracking pipeline is spherical The coordinate transform of relative coordinate system OXbYbZb that the MPU6050 sensors detection axle of system is formed, calculates pipeline leak detection ball Component of the acceleration of gravity of shape system on each direction of principal axis of relative coordinate system OXbYbZb;
Pipe leakage is detected and occurs that space overturns in spherical system tracking and positioning, and system is sensed by MPU6050 Device recognizes spatial attitude, and by coordinate transform acceleration of gravity is filtered, and can obtain pipe leakage by geometrical relationship and detect spherical system Absolute coordinate system OXYZ being located in the time space motion of tracking pipeline detects that the MPU6050 of spherical system is passed with the pipe leakage Transformation relation between relative coordinate OXbYbZb that sensor detection axle is formed, by transformation relation, calculates pipeline leak detection ball The component of the acceleration of gravity of shape system X, Y, Z axis in relative coordinate system OXbYbZb.
103rd, detect that the acceleration information and gravity of spherical system add to the pipe leakage in relative coordinate system OXbYbZb The difference of speed data is integrated, by the coordinate transform of absolute coordinate system OXYZ and relative coordinate system OXbYbZb, computer tube Instantaneous velocity and displacement of the leak detection spherical system in road in absolute coordinate system OXYZ, and by wavelet analysis to pipe leakage Detecting the acceleration information of spherical system is carried out except making an uproar, and acquisition removes the acceleration information of the spherical system of pipe leakage detection after making an uproar Peak value number, by the peak value number, obtains the acceleration information cycle that pipe leakage detects spherical system, calculates pipeline and oozes The spherical system motion distance of missing inspection.
System actual acceleration is poor with system acceleration of gravity, integration is asked for difference, when the detecting system is deposited When space overturns, component of the acceleration of gravity on the axle need to be deducted with actually measured acceleration, then by integration Motion instantaneous velocity and displacement of the target object (pipe leakage detects spherical system) in space is tried to achieve in computing.Work as integration After the completion of computing, then by coordinate transform obtain pipe leakage detect the transient motion speed of spherical system in absolute space with Displacement.Model acceleration signal is carried out except making an uproar by decomposing, reconstructing, after inverse transformation, reading removes the peak value number of signal after making an uproar. According to the measuring principle of accelerometer, system often overturns once, and acceleration is presented a cycle, and the move distance of system is acceleration Spend the product of signal period and the girth of circle that sub-system diameter is located.
The above is that a kind of pipe leakage detection method is described in detail, below will be to a kind of pipe leakage detection side The process of method is described in detail, and refers to Fig. 2, and a kind of pipe leakage detection method of offer is another in the embodiment of the present invention One embodiment includes:
201st, pipe leakage detects that spherical system, when pipeline is tracked, to pipe leakage the MPU6050 of spherical system is detected The pipe leakage detection in MPU6050 sensors detect relative coordinate system OXbYbZb that axle is formed of sensor output is spherical The angular velocity data and acceleration information of system is collected and preserves;
, when pipeline is tracked, the central processing unit 1 of pipeline leakage tester is to pipe leakage for pipeline leakage tester The relative coordinate system that axle formation is detected in MPU6050 sensors of the MPU6050 sensors output of the locating module 6 of detection means The angular velocity data and acceleration information of the pipeline leakage tester in OXbYbZb is read out, and by TXT document forms Store to the memory module 4 of pipeline leakage tester.
202nd, detect that the angular velocity data and pipeline of spherical system ooze by the pipe leakage in relative coordinate system OXbYbZb Absolute coordinate system OXYZ and pipe leakage detection that the spherical system of missing inspection is located in the time space motion of tracking pipeline is spherical The coordinate transform of relative coordinate system OXbYbZb that the MPU6050 sensors detection axle of system is formed, calculates pipeline leak detection ball Component of the acceleration of gravity of shape system on each direction of principal axis of relative coordinate system OXbYbZb;
Due in for a kind of spherical system tracking and positioning of pipe leakage detection based on MPU6050 location technologies Occur that space overturns, pipe leakage detects that spherical system recognizes spatial attitude by MPU6050 sensors, by coordinate transform Filter acceleration of gravity;Can obtain pipe leakage by geometrical relationship detects spherical system in the exhausted of tracking pipeline time space motion place The relative coordinate system that the MPU6050 sensors detection axle of spherical system is formed is detected with the pipe leakage to coordinate system OXYZ Transformation relation between OXbYbZb (as shown in Figure 6):(wherein ψ, θ and γ are absolute coordinate system OXYZ and relative coordinate Angle between the X, Y, Z axis of OXbYbZb;Xb is the X-coordinate of relative coordinate OXbYbZb, and yb sits for the Y of relative coordinate OXbYbZb Mark, zb is the Z coordinate of relative coordinate OXbYbZb;X is the X-coordinate of absolute coordinate OXYZ;The Y-coordinate of y absolute coordinate OXYZ;Z is The Z coordinate of absolute coordinate OXYZ)
Spin matrix is asked for by Euler method
In parameter ψ, θ and γ:
Wherein ωx、ωy、ωzPipe leakage for MPU6050 outputs detects the angular velocity component of spherical system.Pipeline oozes The acceleration of gravity of the spherical system of missing inspection component of X, Y, Z axis in relative coordinate system OXbYbZb is:
203rd, detect that the acceleration information and gravity of spherical system add to the pipe leakage in relative coordinate system OXbYbZb The difference of speed data is integrated, and calculates instantaneous speed of the spherical system of pipeline leak detection in relative coordinate system OXbYbZb Degree and displacement, by the coordinate transform of absolute coordinate system OXYZ and relative coordinate system OXbYbZb, calculate pipeline leak detection spherical Instantaneous velocity and displacement of the system in absolute coordinate system OXYZ, and spherical system is detected to pipe leakage by wavelet analysis Acceleration information is carried out except making an uproar, and acquisition removes the peak value number that pipe leakage after making an uproar detects the acceleration information of spherical system, passes through The peak value number, obtains the acceleration information cycle that pipe leakage detects spherical system, by the acceleration information cycle With the product of the girth that pipe leakage detects circle that spherical sub-system diameter is located, calculate the spherical system motion of pipeline leak detection away from From.
When the detecting system Existential Space overturns, acceleration of gravity need to be deducted in the axle with actually measured acceleration On component, then motion instantaneous velocity and displacement of the target object in space is tried to achieve by integral operation.Work as product After the completion of partite transport is calculated, then transient motion speed and displacement of the system in absolute space is obtained by coordinate transform.Then pass through (wavelet analysis) is carried out except making an uproar to signal acceleration signal after decomposition, reconstruct, inverse transformation, and the peak value that reading removes signal after making an uproar is individual Number.Further according to the measuring principle of accelerometer, system often overturns once, and acceleration is presented a cycle, the motion of computing system The product of the girth of circle that distance as acceleration signal cycle and sub-system diameter are located.
204th, pipe leakage detects that spherical system has been tracked after full journey, detects spherical system in absolute coordinate pipe leakage It is instantaneous velocity, displacement, the spherical system motion distance of pipe leakage detection, the sound of the spherical system of pipe leakage detection in OXYZ The acoustic signals and pipe leakage of ripple acquisition module collection detect that the pipeline leakage tester onboard clock of spherical system is calculated Temporal information, contrasted with preset acoustic signals analytical database, obtain pipe leakage degree and pipe leakage position.
After pipe leakage detects that spherical system covers whole process, take out from pipeline, the spherical system of opening conduits leak detection The bluetooth module play button of system, pipe leakage is detected information of acoustic wave in the memory module of spherical system, trace information, when Between information transmission to host computer, by many experiments, set up acoustic signals analytical database, different degrees of pipeline is carried out etc. Levelization, the host computer receives the data of the bluetooth module upload and compares with preset acoustic signals analytical database, Underground water conduit leak magnitude is drawn, and pipeline three-dimensional information record is carried out with reckoning principle and obtain leak location.
If not pure rolling, then the distance for measuring has error with the size of actual pipeline.
In the present embodiment, by being collected to data and preserving, acceleration of gravity is obtained in each axle using coordinate transform Component on direction, actual acceleration is poor with acceleration of gravity, integration is asked for difference, using small echo to signal denoising, Waveform peak number is taken out, system motion distance is obtained according to the signal period, when system work is completed, host computer receives bluetooth Module uploads the data obtained and compares with the acoustic signals analytical database, draws the pipe leakage order of severity, solves Infrared imaging, radar leak hunting, Air leakage detector these methods can only be used on other occasions, and trivial operations, empirical By force, high cost, by air sampling method and using its laying of the detection technique of the transport conditions such as the pipeline flow for causing, pressure Area is wide, enforcement difficulty is big, the technical problem more than economic input.
Fig. 3 is referred to, a kind of one embodiment of pipeline leakage tester provided in an embodiment of the present invention includes:
Collection and conservation unit 301, detects that spherical system, when pipeline is tracked, to pipe leakage ball is detected for pipe leakage The pipe in MPU6050 sensors detect relative coordinate system OXbYbZb that axle is formed of the MPU6050 sensors output of shape system The angular velocity data and acceleration information of the spherical system of road leak detection is collected and preserves;
First computing unit 302, for detecting the angle of spherical system by the pipe leakage in relative coordinate system OXbYbZb Speed data and pipe leakage detect absolute coordinate system OXYZ that spherical system is located in the time space motion of tracking pipeline and described Pipe leakage detects the coordinate transform of relative coordinate system OXbYbZb that the MPU6050 sensors detection axle of spherical system is formed, meter Calculate pipe leakage and detect component of the acceleration of gravity of spherical system on each direction of principal axis of relative coordinate system OXbYbZb;
Second computing unit 303, for detecting adding for spherical system to the pipe leakage in relative coordinate system OXbYbZb Speed data is integrated with the difference of acceleration of gravity data, by absolute coordinate system OXYZ and relative coordinate system OXbYbZb Coordinate transform, calculate instantaneous velocity and displacement of the spherical system of pipeline leak detection in absolute coordinate system OXYZ, and pass through Wavelet analysis detects that the acceleration information of spherical system is carried out except making an uproar to pipe leakage, and it is spherical that acquisition removes pipe leakage detection after making an uproar The peak value number of the acceleration information of system, by the peak value number, obtains the acceleration that pipe leakage detects spherical system In the data cycle, calculate the spherical system motion distance of pipeline leak detection.
The above is that a kind of pipeline leakage tester each unit is described in detail, below will be to a kind of pipe leakage The each extra cell of detection means is described in detail, and refers to Fig. 4, a kind of pipe leakage inspection provided in the embodiment of the present invention Surveying another embodiment of device includes:
Collection and conservation unit 401, detects that spherical system, when pipeline is tracked, to pipe leakage ball is detected for pipe leakage The pipe in MPU6050 sensors detect relative coordinate system OXbYbZb that axle is formed of the MPU6050 sensors output of shape system The angular velocity data and acceleration information of the spherical system of road leak detection is collected and preserves;
First computing unit 402, for detecting the angle of spherical system by the pipe leakage in relative coordinate system OXbYbZb Speed data and pipe leakage detect absolute coordinate system OXYZ that spherical system is located in the time space motion of tracking pipeline and described Pipe leakage detects the coordinate transform of relative coordinate system OXbYbZb that the MPU6050 sensors detection axle of spherical system is formed, meter Calculate pipe leakage and detect component of the acceleration of gravity of spherical system on each direction of principal axis of relative coordinate system OXbYbZb;
Second computing unit 403, for detecting adding for spherical system to the pipe leakage in relative coordinate system OXbYbZb Speed data is integrated with the difference of acceleration of gravity data, by absolute coordinate system OXYZ and relative coordinate system OXbYbZb Coordinate transform, calculate instantaneous velocity and displacement of the spherical system of pipeline leak detection in absolute coordinate system OXYZ, and pass through Wavelet analysis detects that the acceleration information of spherical system is carried out except making an uproar to pipe leakage, and it is spherical that acquisition removes pipe leakage detection after making an uproar The peak value number of the acceleration information of system, by the peak value number, obtains the acceleration that pipe leakage detects spherical system In the data cycle, calculate the spherical system motion distance of pipeline leak detection;
Second computing unit 403 is specifically included:
Integration subelement 4031, specifically for detecting spherical system to the pipe leakage in relative coordinate system OXbYbZb Acceleration information be integrated with the difference of acceleration of gravity data;
First computation subunit 4032, specifically for calculating the spherical system of pipeline leak detection in relative coordinate system Instantaneous velocity and displacement in OXbYbZb;
Second computation subunit 4033, specifically for the seat by absolute coordinate system OXYZ and relative coordinate system OXbYbZb Mark conversion, calculates instantaneous velocity and displacement of the spherical system of pipeline leak detection in absolute coordinate system OXYZ;
Except subelement 4034 of making an uproar, the acceleration information specifically for detecting spherical system to pipe leakage by wavelet analysis Carry out removing and make an uproar;
First obtains subelement 4035, specifically for obtain except make an uproar subelement 4034 except after making an uproar pipe leakage detect spherical system The peak value number of the acceleration information of system;
Second obtains subelement 4036, specifically for obtaining the peak value number that subelement 4035 is obtained by first, Obtain the acceleration information cycle that pipe leakage detects spherical system;
3rd computation subunit 4037, specifically for obtaining the acceleration information that subelement 4036 is obtained by second Cycle and pipe leakage detect the product of the girth of circle that spherical sub-system diameter is located, and calculate the spherical system motion of pipeline leak detection Distance.
Comparison unit 404, detects that spherical system has been tracked after full journey for pipe leakage, and pipe leakage is detected into spherical system Instantaneous velocity, displacement, pipe leakage detection spherical system motion distance, pipe leakage detection of the system in absolute coordinate system OXYZ The acoustic signals and pipe leakage of the sound collecting module collection of spherical system detect the pipeline leakage tester of spherical system Onboard clock calculate temporal information, contrasted with preset acoustic signals analytical database, obtain pipe leakage degree and Pipe leakage position.
In the present embodiment, data are collected by Collection and conservation unit 401 and are preserved, the first computing unit 402 it is sharp Component of the acceleration of gravity on each direction of principal axis is obtained with coordinate transform, actual acceleration is poor with acceleration of gravity, to difference Value asks for integration, the second computing unit 403 and, to signal denoising, takes out waveform peak number using small echo, is obtained according to the signal period Bluetooth module upload the data obtained is received to system motion distance, comparison unit 404 to enter with the acoustic signals analytical database Row is compared, and draws the pipe leakage order of severity, solves that infrared imaging, radar leak hunting, Air leakage detector these methods can only be Use in the case of specific, and trivial operations, empirical strong, high cost, by air sampling method and using the pipeline for causing The detection technique of the transport conditions such as flow, pressure its laying area is wide, enforcement difficulty is big, the technical problem more than economic input.
Fig. 5 is referred to, a kind of pipe leakage provided in the embodiment of the present invention detects one embodiment bag of spherical system Include:Pipeline leakage tester as above, supply module, sound collecting module, memory module, bluetooth module, positioning mould Block, spherical housing;
Wherein described spherical housing encapsulates the supply module, the sound collecting module, the memory module, the indigo plant Tooth module, the locating module, the pipeline leakage tester;
The supply module, the sound collecting module, the memory module, the bluetooth module, the locating module It is connected with the pipeline leakage tester;
The supply module is connected with the sound collecting module, the pipeline leakage tester, the locating module;
The locating module is located at the center that the pipe leakage detects spherical system;
The locating module is MPU6050 sensors;
The pipeline leakage tester, specifically for analyzing the sound collecting module, the locating module data simultaneously The data storage in the memory module.
Further,
The sound collecting module includes Acoustic Signal Acquisition sensor and signal transacting submodule;
The Acoustic Signal Acquisition sensor and the signal transacting submodule are connected by electric signal;The acoustic signals Collection sensor is electret-type microphone
The signal transacting submodule, specifically for the pipe leakage detection dress being sent to after electric signal amplification Put;
The signal transacting submodule is integrated circuit submodule.
Further,
The bluetooth module built-in FLASH program memory.
Further,
The memory module is SD card.
Such as Fig. 5, the present invention provides a kind of pipe leakage based on MPU6050 location technologies and detects spherical system, including supplies Electric module, sound collecting module, memory module, bluetooth module, locating module, CPU, spherical housing, the power supply Module, sound collecting module, memory module, bluetooth module, locating module are connected with the CPU, each module work Make relatively independent.
Further,
The supply module selects Large Copacity chargeable lithium cell;The supply module be the sound collecting module, in Central Processing Unit, locating module are powered;By the central processing unit controls signal, the work electricity needed for each module is produced Pressure.
Further,
The sound collecting module includes Acoustic Signal Acquisition sensor and signal processing module;The Acoustic Signal Acquisition Sensor selects electret-type microphone;The signal processing module is MAX9814 integrated circuit modules;The acoustic signals are adopted Collection sensor collection acoustic signals, produce electric signal, are connected to the signal processing module, and the signal processing module processes institute Electric signal is stated, and the CPU is sent to after electric signal is amplified.
Further,
The memory module selects SD card;The central processing unit processes the sound collecting module, the locating module Data, store to the SD card after analysis.
Further,
The locating module selects MPU6050 sensors, and the locating module is located at spherical system centre position, by institute State MPU6050 and read the system angle of pitch, roll angle, yaw angle, spherical system real time kinematics attitude is obtained by algorithm.
Further,
The bluetooth module selects BK3231 modules, possesses built-in FLASH program memory, is adapted to for the application of customization Program, preferably protects application security;When system work is completed, the bluetooth module play button is opened, will be described Data are uploaded to host computer in SD card;By many experiments, acoustic signals analytical database is set up, different degrees of pipeline is entered Row is hierarchical, and the host computer receives the bluetooth module upload the data obtained to be compared with the acoustic signals analytical database It is right, draw the pipe leakage order of severity.Data upload to host computer by bluetooth module in SD card.The host computer be based on Windows system developments.
Further,
The central processing unit selects 32-bit microprocessor.
Further,
The system is placed in the spherical housing;The spherical housing selects erosion-resisting plastic material.
In the present embodiment, by supply module, sound collecting module, memory module, bluetooth module, locating module, central authorities Processing unit, spherical housing, the supply module, sound collecting module, memory module, bluetooth module, locating module are and institute State CPU connection, the work of each module is relatively independent, solve infrared imaging, radar leak hunting, Air leakage detector these Method can only be used on other occasions, and trivial operations, empirical strong, high cost, by air sampling method and utilization The detection technique of the transport conditions such as the pipeline flow for causing, pressure its laying area is wide, enforcement difficulty is big, the skill more than economic input Art problem.
Those skilled in the art can be understood that, for convenience and simplicity of description, the system of foregoing description, The specific work process of device and unit, may be referred to the corresponding process in preceding method embodiment, will not be described here.
In several embodiments provided herein, it should be understood that disclosed system, apparatus and method can be with Realize by another way.For example, device embodiment described above is only schematic, for example, the unit Divide, only a kind of division of logic function can have other dividing mode, such as multiple units or component when actually realizing Can with reference to or be desirably integrated into another system, or some features can be ignored, or not perform.It is another, it is shown or The coupling each other for discussing or direct-coupling or communication connection can be the indirect couplings by some interfaces, device or unit Close or communicate to connect, can be electrical, mechanical or other forms.
The unit as separating component explanation can be or may not be it is physically separate, it is aobvious as unit The part for showing can be or may not be physical location, you can with positioned at a place, or can also be distributed to multiple On NE.Some or all of unit therein can according to the actual needs be selected to realize the mesh of this embodiment scheme 's.
In addition, each functional unit in each embodiment of the invention can be integrated in a processing unit, it is also possible to It is that unit is individually physically present, it is also possible to which two or more units are integrated in a unit.Above-mentioned integrated list Unit both can be realized in the form of hardware, it would however also be possible to employ the form of SFU software functional unit is realized.
If the integrated unit is realized using in the form of SFU software functional unit and as independent production marketing or used When, during a computer read/write memory medium can be stored in.Based on such understanding, technical scheme is substantially The part for contributing to prior art in other words or all or part of the technical scheme can be in the form of software products Embody, the computer software product is stored in a storage medium, including some instructions are used so that a computer Equipment (can be personal computer, server, or network equipment etc.) performs the complete of each embodiment methods described of the invention Portion or part steps.And aforesaid storage medium includes:USB flash disk, portable hard drive, read-only storage (ROM, Read-Only Memory), random access memory (RAM, RandomAccess Memory), magnetic disc or CD etc. are various can store journey The medium of sequence code.
The above, above example only to illustrate technical scheme, rather than a limitation;Although with reference to front State embodiment to be described in detail the present invention, it will be understood by those within the art that:It still can be to front State the technical scheme described in each embodiment to modify, or equivalent is carried out to which part technical characteristic;And these Modification is replaced, and does not make the spirit and scope of the essence disengaging various embodiments of the present invention technical scheme of appropriate technical solution.

Claims (10)

1. a kind of pipe leakage detection method, it is characterised in that include:
S1:Pipe leakage detects that spherical system, when pipeline is tracked, to pipe leakage the MPU6050 sensors of spherical system is detected The pipe leakage in MPU6050 sensors detect relative coordinate system OXbYbZb that axle is formed of output detects spherical system Angular velocity data and acceleration information are collected and preserve;
S2:The angular velocity data and pipe leakage inspection of spherical system is detected by the pipe leakage in relative coordinate system OXbYbZb Survey absolute coordinate system OXYZ and the spherical system of pipe leakage detection that spherical system is located in the time space motion of tracking pipeline The coordinate transform of relative coordinate system OXbYbZb that formed of MPU6050 sensors detection axle, calculate the spherical system of pipeline leak detection Component of the acceleration of gravity of system on each direction of principal axis of relative coordinate system OXbYbZb;
S3:The acceleration information and acceleration of gravity of spherical system are detected to the pipe leakage in relative coordinate system OXbYbZb The difference of data is integrated, and by the coordinate transform of absolute coordinate system OXYZ and relative coordinate system OXbYbZb, calculates pipeline and oozes Instantaneous velocity and displacement of the spherical system of missing inspection in absolute coordinate system OXYZ, and pipe leakage is detected by wavelet analysis The acceleration information of spherical system is carried out except making an uproar, and acquisition removes the peak value that pipe leakage after making an uproar detects the acceleration information of spherical system Number, by the peak value number, obtains the acceleration information cycle that pipe leakage detects spherical system, calculates pipe leakage inspection Survey spherical system motion distance.
2. pipe leakage detection method according to claim 1, it is characterised in that also include after step S3:
S4:Pipe leakage detects that spherical system has been tracked after full journey, detects spherical system in absolute coordinate system pipe leakage Instantaneous velocity, displacement, pipe leakage in OXYZ detects that spherical system motion distance, pipe leakage detect the sound wave of spherical system The acoustic signals and pipe leakage of acquisition module collection detect what the pipeline leakage tester onboard clock of spherical system was calculated Temporal information, is contrasted with preset acoustic signals analytical database, obtains pipe leakage degree and pipe leakage position.
3. pipe leakage detection method according to claim 2, it is characterised in that step S3 is specifically included:
The acceleration information and acceleration of gravity data of spherical system are detected to the pipe leakage in relative coordinate system OXbYbZb Difference be integrated, calculate instantaneous velocity and displacement of the spherical system of pipeline leak detection in relative coordinate system OXbYbZb, By the coordinate transform of absolute coordinate system OXYZ and relative coordinate system OXbYbZb, the spherical system of pipeline leak detection is calculated exhausted To the instantaneous velocity in coordinate system OXYZ and displacement, and the acceleration number of degrees of spherical system are detected to pipe leakage by wavelet analysis Make an uproar according to carrying out removing, acquisition removes the peak value number that pipe leakage after making an uproar detects the acceleration information of spherical system, by the peak value Number, obtains the acceleration information cycle that pipe leakage detects spherical system, is oozed by the acceleration information cycle and pipeline The product of the girth of circle that the spherical sub-system diameter of missing inspection is located, calculates the spherical system motion distance of pipeline leak detection.
4. a kind of pipeline leakage tester, it is characterised in that include:
Collection and conservation unit, detects that spherical system, when pipeline is tracked, to pipe leakage spherical system is detected for pipe leakage MPU6050 sensors output MPU6050 sensors detect axle formed relative coordinate system OXbYbZb in pipe leakage The angular velocity data and acceleration information for detecting spherical system is collected and preserves;
First computing unit, for detecting the angular speed number of spherical system by the pipe leakage in relative coordinate system OXbYbZb Detect that absolute coordinate system OXYZ and the pipeline of the spherical system at tracking pipeline time space motion place is oozed according to pipe leakage The coordinate transform of relative coordinate system OXbYbZb that the MPU6050 sensors detection axle of the spherical system of missing inspection is formed, calculates pipeline Component of the acceleration of gravity of the spherical system of leak detection on each direction of principal axis of relative coordinate system OXbYbZb;
Second computing unit, for detecting the acceleration number of degrees of spherical system to the pipe leakage in relative coordinate system OXbYbZb According to being integrated with the difference of acceleration of gravity data, by absolute coordinate system OXYZ and the coordinate of relative coordinate system OXbYbZb Conversion, calculates instantaneous velocity and displacement of the spherical system of pipeline leak detection in absolute coordinate system OXYZ, and by little wavelength-division Analyse and detect that the acceleration information of spherical system is carried out except making an uproar to pipe leakage, acquisition removes pipe leakage after making an uproar and detects spherical system The peak value number of acceleration information, by the peak value number, obtains the acceleration information week that pipe leakage detects spherical system Phase, calculate the spherical system motion distance of pipeline leak detection.
5. pipeline leakage tester according to claim 4, it is characterised in that also include:
Comparison unit, detects that spherical system has been tracked after full journey for pipe leakage, detects spherical system exhausted pipe leakage Detect that spherical system motion distance, pipe leakage detect spherical system to the instantaneous velocity in coordinate system OXYZ, displacement, pipe leakage When the acoustic signals and pipe leakage of the sound collecting module collection of system detect that the pipeline leakage tester of spherical system is built-in The temporal information that clock is calculated, is contrasted with preset acoustic signals analytical database, obtains pipe leakage degree and pipeline oozes Leakage position.
6. pipeline leakage tester according to claim 5, it is characterised in that second computing unit is specifically wrapped Include:
Integration subelement, the acceleration specifically for detecting spherical system to the pipe leakage in relative coordinate system OXbYbZb Data are integrated with the difference of acceleration of gravity data;
First computation subunit, specifically for calculating wink of the spherical system of pipeline leak detection in relative coordinate system OXbYbZb Shi Sudu and displacement;
Second computation subunit, specifically for the coordinate transform by absolute coordinate system OXYZ and relative coordinate system OXbYbZb, meter Calculate pipe leakage and detect instantaneous velocity and displacement of the spherical system in absolute coordinate system OXYZ;
Except subelement of making an uproar, specifically for detecting that the acceleration information of spherical system is removed to pipe leakage by wavelet analysis Make an uproar;
First obtains subelement, and the peak value that pipe leakage after making an uproar detects the acceleration information of spherical system is removed specifically for acquisition Number;
Second obtains subelement, specifically for by the peak value number, obtaining the acceleration that pipe leakage detects spherical system The data cycle;
3rd computation subunit, specifically for detecting spherical sub-system diameter institute by the acceleration information cycle and pipe leakage In the product of round girth, the spherical system motion distance of pipeline leak detection is calculated.
7. a kind of pipe leakage detects spherical system, it is characterised in that include:Pipe leakage inspection as described in claim 4-6 Survey device, supply module, sound collecting module, memory module, bluetooth module, locating module, spherical housing;
Wherein described spherical housing encapsulates the supply module, the sound collecting module, the memory module, the bluetooth mould Block, the locating module, the pipeline leakage tester;
The supply module, the sound collecting module, the memory module, the bluetooth module, the locating module with The pipeline leakage tester connection;
The supply module is connected with the sound collecting module, the pipeline leakage tester, the locating module;
The locating module is located at the center that the pipe leakage detects spherical system;
The locating module is MPU6050 sensors;
The pipeline leakage tester, for analyzing the sound collecting module, the locating module data simultaneously the number According to being stored in the memory module.
8. pipe leakage according to claim 7 detects spherical system, it is characterised in that the sound collecting module includes Acoustic Signal Acquisition sensor and signal transacting submodule;
The Acoustic Signal Acquisition sensor and the signal transacting submodule are connected by electric signal;
The Acoustic Signal Acquisition sensor is electret-type microphone
The signal transacting submodule, specifically for the pipeline leakage tester will be sent to after electric signal amplification;
The signal transacting submodule is integrated circuit submodule.
9. pipe leakage according to claim 8 detects spherical system, it is characterised in that the bluetooth module is built-in FLASH program storages.
10. pipe leakage according to claim 9 detects spherical system, it is characterised in that the memory module is SD card.
CN201710090308.3A 2017-02-20 2017-02-20 Pipeline leak detection method and device and spherical system Pending CN106644302A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201710090308.3A CN106644302A (en) 2017-02-20 2017-02-20 Pipeline leak detection method and device and spherical system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201710090308.3A CN106644302A (en) 2017-02-20 2017-02-20 Pipeline leak detection method and device and spherical system

Publications (1)

Publication Number Publication Date
CN106644302A true CN106644302A (en) 2017-05-10

Family

ID=58845711

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201710090308.3A Pending CN106644302A (en) 2017-02-20 2017-02-20 Pipeline leak detection method and device and spherical system

Country Status (1)

Country Link
CN (1) CN106644302A (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107907279A (en) * 2017-11-20 2018-04-13 中国石油大学(华东) Multiphase flow pipeline leakage acoustic signals analysis method based on wavelet coefficient amplitude

Citations (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101115950A (en) * 2005-02-07 2008-01-30 全技术有限公司 Anomaly detector for pipelines
KR101046216B1 (en) * 2011-03-15 2011-07-04 (주) 한일네트워크엔지니어링 Smart-ball for detecting a leakage position in water pipes embedded in underground
CN102927451A (en) * 2011-12-07 2013-02-13 天津大学 Method for detecting tiny leakage of oil transmission pipeline
CN102980036A (en) * 2012-11-19 2013-03-20 天津大学 Welding seam recognition-based pipeline leakage positioning method
CN203486137U (en) * 2013-07-31 2014-03-19 华南师范大学 Miniature four-rotor aircraft for pipeline detection
CN104235618A (en) * 2014-09-04 2014-12-24 哈尔滨工程大学 MEMS (Micro Electro Mechanical System) inertial measurement unit-based pipeline surveying and mapping and defect positioning device and pipeline surveying and mapping and defect positioning method thereof
CN104315346A (en) * 2014-09-02 2015-01-28 中国石油天然气集团公司 Pipeline elbow trend parameter measurement method for detectors in pipeline
CN104654026A (en) * 2015-03-13 2015-05-27 中国特种设备检测研究院 Oil and gas pipeline leakage acoustic emission inside detection system and method
CN105987285A (en) * 2016-06-22 2016-10-05 天津大学 Fast detection method for abnormal points of pipeline

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101115950A (en) * 2005-02-07 2008-01-30 全技术有限公司 Anomaly detector for pipelines
US20080204008A1 (en) * 2005-02-07 2008-08-28 Paulson Peter O Anomaly Detector for Pipelines
KR101046216B1 (en) * 2011-03-15 2011-07-04 (주) 한일네트워크엔지니어링 Smart-ball for detecting a leakage position in water pipes embedded in underground
CN102927451A (en) * 2011-12-07 2013-02-13 天津大学 Method for detecting tiny leakage of oil transmission pipeline
CN102980036A (en) * 2012-11-19 2013-03-20 天津大学 Welding seam recognition-based pipeline leakage positioning method
CN203486137U (en) * 2013-07-31 2014-03-19 华南师范大学 Miniature four-rotor aircraft for pipeline detection
CN104315346A (en) * 2014-09-02 2015-01-28 中国石油天然气集团公司 Pipeline elbow trend parameter measurement method for detectors in pipeline
CN104235618A (en) * 2014-09-04 2014-12-24 哈尔滨工程大学 MEMS (Micro Electro Mechanical System) inertial measurement unit-based pipeline surveying and mapping and defect positioning device and pipeline surveying and mapping and defect positioning method thereof
CN104654026A (en) * 2015-03-13 2015-05-27 中国特种设备检测研究院 Oil and gas pipeline leakage acoustic emission inside detection system and method
CN105987285A (en) * 2016-06-22 2016-10-05 天津大学 Fast detection method for abnormal points of pipeline

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
郭世旭: "基于球形内检测器的长输管道微小泄漏检测关键技术研究", 《中国博士学位论文全文数据库 工程科技Ⅰ辑》 *

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107907279A (en) * 2017-11-20 2018-04-13 中国石油大学(华东) Multiphase flow pipeline leakage acoustic signals analysis method based on wavelet coefficient amplitude
CN107907279B (en) * 2017-11-20 2020-09-22 中国石油大学(华东) Multi-phase flow pipeline leakage sound wave signal analysis method based on wavelet coefficient amplitude

Similar Documents

Publication Publication Date Title
CN104180818B (en) A kind of monocular vision mileage calculation device
CN104406586B (en) Pedestrian navigation apparatus and method based on inertial sensor
CN103796885B (en) Method for assessing the tire parameter of vehicle
CN105143907A (en) Localization systems and methods
CN104766320A (en) Bernoulli smoothing weak target detection and tracking method under thresholding measuring
CN111536967A (en) EKF-based multi-sensor fusion greenhouse inspection robot tracking method
CN103824080A (en) Robot SLAM object state detection method in dynamic sparse environment
CN102023010A (en) MEMS (micro-electromechanical system)-based wavelet field multisensor information fusion system and fusion method
CN103994765A (en) Positioning method of inertial sensor
CN105005679A (en) Ship parameter identification method based on particle filtering
CN102795323A (en) Unscented Kalman filter (UKF)-based underwater robot state and parameter joint estimation method
CN103644910A (en) Personal autonomous navigation system positioning method based on segment RTS smoothing algorithm
CN104796915A (en) Method for optimizing two-dimensional aeoplotropism sensor network coverage
CN107600073A (en) A kind of vehicle centroid side drift angle estimating system and method based on Multi-source Information Fusion
CN106644302A (en) Pipeline leak detection method and device and spherical system
CN206573258U (en) A kind of pipeline leakage tester
CN113618730B (en) Robot motion analysis method and device, readable storage medium and robot
CN105957183A (en) Detection method and apparatus for stationary state of vehicle
Hsu et al. Estimating road angles with the knowledge of the vehicle yaw angle
CN112985516B (en) Underwater crawler belt equipment state sensing system based on artificial lateral line
CN105059318B (en) A kind of portable railway detector
EP3973720B1 (en) Determining activity swath from machine-collected worked data
CN206270503U (en) The system that mining blasting point is positioned in real time is realized in shallow layer surface
CN2374842Y (en) Pipeline flexural detecting device
CN104536944A (en) Ship parameter identification method based on improved maximum likelihood method and confidence compressed filter

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
RJ01 Rejection of invention patent application after publication

Application publication date: 20170510

RJ01 Rejection of invention patent application after publication