WO2019237490A1 - Displacement monitoring system and method for mine lifting device - Google Patents

Displacement monitoring system and method for mine lifting device Download PDF

Info

Publication number
WO2019237490A1
WO2019237490A1 PCT/CN2018/100300 CN2018100300W WO2019237490A1 WO 2019237490 A1 WO2019237490 A1 WO 2019237490A1 CN 2018100300 W CN2018100300 W CN 2018100300W WO 2019237490 A1 WO2019237490 A1 WO 2019237490A1
Authority
WO
WIPO (PCT)
Prior art keywords
image
detected
image acquisition
mine hoisting
image processing
Prior art date
Application number
PCT/CN2018/100300
Other languages
French (fr)
Chinese (zh)
Inventor
寇子明
杨芬
杨建伟
焦少妮
郭宁
赵晓莉
Original Assignee
太原理工大学
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 太原理工大学 filed Critical 太原理工大学
Priority to AU2018353927A priority Critical patent/AU2018353927B2/en
Priority to ZA2019/02693A priority patent/ZA201902693B/en
Publication of WO2019237490A1 publication Critical patent/WO2019237490A1/en

Links

Images

Classifications

    • BPERFORMING OPERATIONS; TRANSPORTING
    • B66HOISTING; LIFTING; HAULING
    • B66BELEVATORS; ESCALATORS OR MOVING WALKWAYS
    • B66B5/00Applications of checking, fault-correcting, or safety devices in elevators
    • B66B5/0006Monitoring devices or performance analysers
    • B66B5/0018Devices monitoring the operating condition of the elevator system
    • B66B5/0031Devices monitoring the operating condition of the elevator system for safety reasons
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01BMEASURING LENGTH, THICKNESS OR SIMILAR LINEAR DIMENSIONS; MEASURING ANGLES; MEASURING AREAS; MEASURING IRREGULARITIES OF SURFACES OR CONTOURS
    • G01B11/00Measuring arrangements characterised by the use of optical techniques
    • G01B11/02Measuring arrangements characterised by the use of optical techniques for measuring length, width or thickness
    • G01B11/03Measuring arrangements characterised by the use of optical techniques for measuring length, width or thickness by measuring coordinates of points

Definitions

  • the invention relates to a mine hoisting system, in particular to a displacement monitoring system and method of a mine hoisting equipment.
  • the mine hoist As the key equipment for mine transportation, the mine hoist is responsible for the lifting of coal and ore, the lifting of personnel, and the transportation of materials and equipment. It is an important device connecting the underground and the ground. As the main force component of the hoist, the vibration of the wire rope directly affects the stability of the hoisting process and the fatigue life of the wire rope. When the vibration displacement of the wire rope is too large, it may cause contact interference with the surrounding mine hoisting equipment, which seriously threatens the hoisting process. Security.
  • embodiments of the present invention are expected to provide a displacement monitoring system and method for mine hoisting equipment, which can monitor the displacement of the steel wire rope due to vibration in real time, so that the mine hoisting equipment is safer.
  • An embodiment of the present invention provides a displacement monitoring system for a mine hoisting device.
  • the system includes an image processing device, a laser scanner, and at least two image acquisition devices.
  • the image processing device is separately from the laser scanner and the laser scanner.
  • the image acquisition equipment is electrically connected; each of the at least two image acquisition equipment is located at a different position, and during the lifting process of the mine hoisting equipment, it can photograph the to-be-detected part of the mine hoisting equipment;
  • the image processing device sends a scanning instruction to the laser scanner; in response to the scanning instruction, the laser scanner scans a to-be-detected portion of the mine hoisting equipment, and sends contour data of the to-be-detected portion to the The image processing equipment sends;
  • the image processing device sends a first shooting instruction to each of the at least two image acquisition devices;
  • Each image acquisition device responds to the first shooting instruction, captures a first image of a portion to be detected of the mine hoisting device, and sends the captured first image including the portion to be detected to the image processing device ;
  • the image processing device determines, based on the contour data of the part to be detected and the first image sent by the laser scanner, a feature part located on the part to be detected in each first image, and acquires each first part.
  • Pixel attribute information of the characteristic part in an image based on the pixel attribute information of the characteristic part, position information of each image acquisition device in the at least two image acquisition devices, and the at least two image acquisition devices
  • Each image acquisition device in the image captures imaging parameters of the first image, and calculates first position information of the part to be detected;
  • the image processing device sends a second shooting instruction to each of the at least two image acquisition devices;
  • Each image acquisition device responds to the second shooting instruction, captures a second image of a portion to be detected of the mine hoisting device, and sends the captured second image including the portion to be detected to the image processing device ;
  • the image processing device determines, based on the contour data of the part to be detected and the second image sent by the laser scanner, a feature part located on the part to be detected in each second image, and acquires each first part.
  • the pixel attribute information of the characteristic parts in the two images is based on the pixel attribute information of the characteristic parts, the position information of each image acquisition device in the at least two image acquisition devices, and the at least two image acquisition devices.
  • Each of the image acquisition devices in the image captures imaging parameters of the second image, and calculates second position information of the part to be detected;
  • the image processing device determines a displacement of the part to be detected between the first monitoring period and the second monitoring period based on the first position information and the second position information; wherein the first The monitoring period and the second monitoring period are adjacent or non-adjacent monitoring periods.
  • the characteristic part includes a part having zoom invariance, translation invariance, rotation invariance, and illumination invariance.
  • the characteristic part includes points that are provided on the part to be detected and have invariance of zoom, translation, rotation, and illumination.
  • the characteristic part includes a part that is easy to perform image classification, image retrieval, and wide baseline matching.
  • the system further includes a display for displaying an image acquired by the image acquisition device or data obtained after the image processing device processes the image.
  • An embodiment of the present invention also provides a displacement monitoring method for a mine hoisting equipment, the method includes:
  • the laser scanner sends a scanning instruction to a laser scanner; in response to the scanning instruction, the laser scanner scans a portion to be detected of the mine hoisting equipment, and sends contour data of the portion to be detected to an image processing device;
  • the pixel attribute information of the characteristic part is based on the pixel attribute information of the characteristic part, position information of each image acquisition device in the at least two image acquisition devices, and each image acquisition in the at least two image acquisition devices.
  • the device takes imaging parameters of the first image, and calculates first position information of the part to be detected;
  • the pixel attribute information of the characteristic part is based on the pixel attribute information of the characteristic part, position information of each image acquisition device in the at least two image acquisition devices, and each image acquisition in the at least two image acquisition devices.
  • the device takes an imaging parameter of the second image, and calculates second position information of the part to be detected;
  • the method before the sending a first shooting instruction to each of the at least two image acquisition devices, the method further includes:
  • the second image taken by the two shooting instructions and including the part to be detected includes:
  • the method before the acquiring pixel attribute information of the characteristic part in each first image or before acquiring the pixel attribute information of the characteristic part in each second image, the method further includes:
  • a single frame image obtained from the first image or the second image is pre-processed to reduce a processing amount.
  • the preprocessing for reducing the processing amount of a single frame image obtained from the first image or the second image includes:
  • a displacement monitoring system and method for a mine hoisting device provided by an embodiment of the present invention includes an image processing device and at least two image acquisition devices, and the at least two image acquisition devices are electrically connected to the image processing device; the at least two Each image acquisition device in the image acquisition device is in a different position, and during the lifting process of the mine lifting device, can photograph the to-be-detected part of the mine lifting device; the image processing device according to the image captured by the image acquisition device.
  • the image of the part to be detected is included to obtain the position information of the part to be detected, and the displacement of the part to be detected within a preset time is determined according to the position information; it can be seen that the displacement of the mine hoisting equipment according to the embodiment of the present invention
  • the monitoring system and method can monitor the displacement of the mine hoisting equipment due to vibration in real time, learn the working state of the mine hoisting equipment, and improve the safety of the working process.
  • FIG. 1 is a schematic flowchart of a displacement monitoring method of a mine hoisting device according to an embodiment of the present invention
  • FIG. 2 is a schematic diagram of a binocular imaging principle in a displacement monitoring system of a mine hoisting device according to an embodiment of the present invention
  • FIG. 3 is a schematic diagram of an image coordinate transformation principle in a displacement monitoring system of a mine hoisting device according to an embodiment of the present invention
  • FIG. 4 is a schematic diagram of a displacement monitoring system for a steel wire rope of a multi-rope friction hoist in a first embodiment of the present invention
  • FIG. 5 is a schematic diagram of an image acquisition device in a displacement monitoring system of a steel wire rope of a multi-rope friction hoist in a first embodiment of the present invention
  • FIG. 6 is a schematic diagram of a control cabinet in a displacement monitoring system for a steel wire rope of a multi-rope friction hoist in a first embodiment of the present invention
  • FIG. 7 is a schematic structural diagram of a displacement monitoring system for a steel wire rope of a multi-rope friction hoist in a first embodiment of the present invention
  • FIG. 8 is a schematic diagram of setting a frequency hopping of a wireless transmission device in a displacement monitoring system of a steel wire rope of a multi-rope friction hoist in a first embodiment of the present invention
  • FIG. 9 is a schematic flowchart of a method for monitoring a displacement of a steel wire rope of a hoisting equipment in a second mine according to an embodiment of the present invention.
  • FIG. 10 is a schematic diagram of a displacement monitoring system of a multi-rope friction hoist wheel of a third mine in accordance with an embodiment of the present invention
  • FIG. 11 is a schematic structural diagram of a displacement monitoring system of a multi-rope friction hoist wheel of a third mine in accordance with an embodiment of the present invention
  • FIG. 12 is a schematic diagram of a three-dimensional target calibrated by an image acquisition device in a displacement monitoring system of a multi-rope friction hoist wheel of a third mine according to an embodiment of the present invention.
  • An embodiment of the present invention provides a displacement monitoring system for a mine hoisting device.
  • the system may include an image processing device, a laser scanner, and at least two image acquisition devices.
  • the image processing device is separately connected to the laser scanner and
  • the image acquisition equipment is electrically connected; each of the at least two image acquisition equipments is located at a different position, and during the lifting process of the mine lifting equipment, can photograph the to-be-detected part of the mine lifting equipment;
  • the image processing device sends a scanning instruction to the laser scanner; in response to the scanning instruction, the laser scanner scans a to-be-detected portion of the mine hoisting equipment, and sends contour data of the to-be-detected portion to the The image processing equipment sends;
  • the image processing device sends a first shooting instruction to each of the at least two image acquisition devices;
  • Each image acquisition device responds to the first shooting instruction, captures a first image of a portion to be detected of the mine hoisting device, and sends the captured first image including the portion to be detected to the image processing device ;
  • the image processing device determines, based on the contour data of the part to be detected and the first image sent by the laser scanner, a feature part located on the part to be detected in each first image, and acquires each first part.
  • Pixel attribute information of the characteristic part in an image based on the pixel attribute information of the characteristic part, position information of each image acquisition device in the at least two image acquisition devices, and the at least two image acquisition devices
  • Each image acquisition device in the image captures imaging parameters of the first image, and calculates first position information of the part to be detected;
  • the image processing device sends a second shooting instruction to each of the at least two image acquisition devices;
  • Each image acquisition device responds to the second shooting instruction, captures a second image of a portion to be detected of the mine hoisting device, and sends the captured second image including the portion to be detected to the image processing device ;
  • the image processing device determines, based on the contour data of the part to be detected and the second image sent by the laser scanner, a feature part located on the part to be detected in each second image, and acquires each first part.
  • the pixel attribute information of the characteristic parts in the two images is based on the pixel attribute information of the characteristic parts, the position information of each image acquisition device in the at least two image acquisition devices, and the at least two image acquisition devices.
  • Each of the image acquisition devices in the image captures imaging parameters of the second image, and calculates second position information of the part to be detected;
  • the image processing device determines a displacement of the part to be detected between the first monitoring period and the second monitoring period based on the first position information and the second position information; wherein the first The monitoring period and the second monitoring period are adjacent or non-adjacent monitoring periods.
  • the pixel attribute information may include: a pixel size, a color, a color depth, and the like; the imaging parameter may include a focal length, a photosensitive element area, and the like.
  • the displacement monitoring system of the mine hoisting equipment can monitor the displacement of the mine hoisting equipment due to vibration in real time, learn the working state of the mine hoisting equipment, and improve the safety of the working process;
  • the scanner can help the image processing device quickly determine the characteristic part of each image located on the part to be detected, without the need to additionally set a background screen or acquire an image at a close distance.
  • the feature part includes a part having zoom invariance, translation invariance, rotation invariance, and illumination invariance.
  • the characteristic part includes points provided on the part to be detected and having invariance of zoom, translation, rotation, and illumination.
  • the feature part includes a part that is easy to perform image classification, image retrieval, and wide baseline matching.
  • the image acquisition device may be a camera
  • the image processing device is a computer provided with an image processing application. More specifically, the image acquisition device may be an industrial camera.
  • the system may further include an image acquisition device that is connected to the image acquisition device and the image processing device respectively, and the image acquisition device collects an image from the image acquisition device and sends it to The image processing device.
  • the image acquisition device may be configured with a specified image acquisition card, and the image transmission interface between the image acquisition device and the image acquisition device or the image processing device includes: a composite video interface, such as an AV interface or a Video interface, an S-video The interface and the like support PAL and NTSC standards.
  • the image acquisition mode of the image acquisition device includes: grayscale and color images.
  • the image acquisition device may be a multi-channel synchronous acquisition device, which can ensure that images are acquired simultaneously from multiple image acquisition devices, such as cameras. For example, two cameras can send shooting signals at the same time. The left and right cameras are imaged at the same frequency.
  • the system may further include a display for displaying an image acquired by the image acquisition device or data obtained after the image processing device processes the image.
  • the system may further include a first data transmission device, and the first data transmission device is respectively connected to the image acquisition device and the image processing device; the first data transmission device converts the image
  • the images collected by the acquisition device are transmitted to the image processing device and the display.
  • the image processing equipment is generally installed in the machine room and is far from the scene, that is, far from the image acquisition device, up to several kilometers.
  • An image needs to be transmitted through the first data transmission device, and the first data transmission device may be a wired transmission or a wireless transmission.
  • the system may further include a second data transmission device that is connected to the image processing device and a display, respectively; the second data transmission device connects the image processing device to the image processing device.
  • the data obtained after the image processing is transmitted to the display.
  • the distance between the display and the image processing device is relatively long.
  • data may be transmitted through a second data transmission device, which may be a wired transmission. Can be wireless transmission.
  • point-to-point wireless bridge transmission can be used, and digital microwave is used for signals, so that the transmission efficiency is high and the anti-interference ability is strong.
  • An embodiment of the present invention also provides a displacement monitoring method for a mine hoisting device.
  • the method may be implemented by a computer provided with a scanner application and an image processing application. In this embodiment, it is an image processing device.
  • FIG. 1 is the present invention.
  • a schematic flowchart of a displacement monitoring method for a mine hoisting device according to an embodiment, as shown in FIG. 1, the method includes:
  • Step 201 sending a scanning instruction to a laser scanner; the laser scanner responds to the scanning instruction, scans a portion to be detected of the mine hoisting equipment, and sends contour data of the portion to be detected to the image processing device send;
  • the laser scanner is a three-dimensional laser scanner, and the laser scanner is used for: determining a specific position of a part to be detected in a complex working environment, and facilitating an image processing device to extract a feature part on the part to be detected for Image processing, in this way, can help the image processing device to quickly determine the characteristic part of each image that is located on the part to be detected, without having to additionally set a background screen or acquire an image at a short distance.
  • the laser scanner is generally composed of a scanner, a controller, and a power supply system.
  • the controller may be a computer on which the scanner application is installed, and the hardware portion of the computer may be the same as the computer hardware used by the image processing device. They can be used together or can be set separately. If they are set separately, the computer used by the laser scanner needs to establish a communication connection with the computer used for image processing. In this embodiment, the two share a computer.
  • the laser scanner also integrates a charge coupled device image sensor (CCD, Charge Coupled Device), which can record the image of the part to be detected.
  • CCD Charge Coupled Device
  • the specific scanning process is: within the instrument, the controller rotates quickly and orderly through two synchronous mirrors, sweeps the laser pulses emitted by the laser pulse emitter through the site to be detected in order, and measures each laser pulse
  • the distance from the surface of the part to be detected to the laser scanner is used to calculate the distance; at the same time, the controller controls and measures the angle of each pulse laser, and finally calculates the three-dimensional coordinates of the laser point on the part to be detected, and scans according to the returned laser
  • the laser pulse return time of the instrument obtains the contour data of the part to be detected and records it on the CCD.
  • the image processing device sends a scanning instruction to the laser scanner through a connected wire or wireless communication; the laser scanner responds to the scanning instruction, scans the to-be-detected portion of the mine hoisting equipment, and obtains the to-be-detected portion
  • the contour data is recorded on the CCD, and the contour data is sent to the image processing device.
  • Step 202 When the first monitoring cycle arrives, send a first shooting instruction to each of the at least two image acquisition devices;
  • the pixel attribute information of the characteristic part is based on the pixel attribute information of the characteristic part, position information of each image acquisition device in the at least two image acquisition devices, and each image acquisition in the at least two image acquisition devices.
  • the device takes imaging parameters of the first image, and calculates first position information of the part to be detected;
  • the image acquisition device is an industrial camera
  • the first monitoring cycle may be during the working time of the mine hoisting device, and the to-be-detected components of the mine hoisting device may be within the working time of the mine hoisting device.
  • Periodic vibration occurs and displacement occurs due to the vibration; therefore, the time length of the first monitoring period is shorter than the vibration period of the component to be detected.
  • the method before the sending a first shooting instruction to each of the at least two image acquisition devices, the method further includes:
  • the image processing device performs camera calibration on the image acquisition device
  • the image processing device acquires a static marker when the mine hoisting device is not running to acquire a reference object of the part to be detected.
  • the image processing device After the image processing device calibrates the image acquisition device, the image processing device also needs to acquire a static marker when the mine hoisting device is not running, so as to obtain a suitable reference object for the part to be detected.
  • Obtaining a static marker can be understood as adjusting the shooting range, so that the first image taken includes the to-be-detected part of the mine hoisting equipment and a suitable background reference.
  • the acquiring the image acquisition device in response to the first image captured by the first shooting instruction and including the to-be-detected part of the mine hoisting device, or acquiring the image acquisition device in response to the second The second image captured by the shooting instruction and including the part to be detected includes:
  • the image processing device acquires a single-frame image of a preset sequence number in the first image or the second image.
  • a single frame image is a still picture, and continuous frames form an animation. That is, when the image acquisition device acquires the first image or the second image, it takes a method of capturing video. However, the image processing device needs to process the still image according to the still image. For processing. In order to obtain a more stable picture and reduce the processing workload, it is necessary to obtain a single frame image of a predetermined sequence number, instead of processing all single frame images; the acquisition of a single frame image of a predetermined sequence number can be determined according to different shooting conditions and different shooting conditions. The next predetermined serial number can be determined based on multiple experiments, and can also be adjusted according to the actual processing effect.
  • the method further includes:
  • the image processing device performs preprocessing for reducing a processing amount on a single frame image obtained from the first image or the second image.
  • the preprocessing for reducing a processing amount of a single frame image obtained from the first image or the second image includes:
  • the image processing device performs noise reduction processing on a gray-scale processed image.
  • the image processing equipment performs grayscale processing and noise reduction processing on a single frame of image to remove factors that are not related to obtaining the displacement of the mine hoisting equipment, and to facilitate post-processing.
  • the image processing device calculating the first position information of the part to be detected includes: performing stereo vision matching and depth calculation on a pre-processed single frame image, that is, calculating the first position of the part to be detected by using a binocular imaging principle.
  • the image acquisition device is composed of two cameras, and the corresponding parameters of the left and right cameras are marked with subscripts l and r respectively in the figure.
  • the image points of an object point A (X, Y, Z) in the world coordinate space on the imaging surfaces C l and C r of the left and right cameras are a l (u l , v l ) and a r (u r , v r ).
  • FIG. 3 is a schematic diagram of an image coordinate transformation principle in a displacement monitoring system of a mine hoisting device according to an embodiment of the present invention.
  • a camera coordinate system that is, a left camera coordinate system and a right camera coordinate system.
  • the solution process is as follows. Take a camera as an example:
  • T is the homogeneous coordinate of the image point m in space point M in the camera coordinate system
  • A is the internal parameter matrix of the camera
  • B is the external parameter matrix of the camera
  • P is a 3 ⁇ 4 matrix
  • Step 203 When the second monitoring cycle arrives, the image processing device sends a second shooting instruction to each of the at least two image acquisition devices;
  • Each image acquisition device responds to the second shooting instruction, captures a second image of a portion to be detected of the mine hoisting device, and sends the captured second image including the portion to be detected to the image processing device ;
  • the pixel attribute information of the characteristic part is based on the pixel attribute information of the characteristic part, position information of each image acquisition device in the at least two image acquisition devices, and each image acquisition in the at least two image acquisition devices.
  • the device takes an imaging parameter of the second image, and calculates second position information of the part to be detected;
  • step 202 The calculation of the second position information of the part to be detected by the image processing device is the same as step 202, and details are not described again.
  • Step 204 Determine a displacement of the part to be detected between the first monitoring period and the second monitoring period based on the first position information and the second position information; wherein, the first monitoring period And the second monitoring period is an adjacent or non-adjacent monitoring period.
  • the image processing device determines a displacement of the part to be detected between the first monitoring period and the second monitoring period based on the first position information and the second position information, and this displacement is the lift of the mine Results required for equipment displacement monitoring methods.
  • the displacement monitoring system of the mine hoisting equipment is set with more than two monitoring cycles within a preset time, multiple displacement values can be determined, and the displacement within the preset time can be considered as the one with the largest displacement value.
  • FIG. 4 is a schematic diagram of a displacement monitoring system for a multi-rope friction hoist steel wire rope according to a first embodiment of the present invention.
  • the displacement monitoring system for the multi-rope friction hoist steel wire rope includes a laser scanner 15 and an image acquisition device , Image acquisition device 5, power supply box 6, signal transmitter 7, signal receiver 8, monitoring display 11, and industrial control cabinet 9.
  • the mine multi-rope friction hoist wire rope displacement monitoring system is used to monitor the mine multi-rope friction hoist wire rope 16.
  • One end of the wire rope 16 is fixed to the hoist wheel, and the other end is loaded with a hoisting container 17, and the hoisting The container 17 moves up and down in the mine 18 for conveying goods or miners.
  • the displacement monitoring system will be far from the preset distance of the mine 18, and the farthest can be reached Above 100 meters.
  • the laser scanner 15 can help the image processing device to quickly determine the characteristic part of each image located on the part to be detected, without the need to additionally set a background screen or acquire an image at a short distance.
  • the image acquisition device includes: two industrial cameras, namely left camera 2, right camera 4, LED light source 1, and camera mount 3; as shown in FIG. 6; the industrial control cabinet 9 includes a cabinet 10.
  • the monitoring display 11 and the industrial computer 13 are both installed in the cabinet 10.
  • the industrial computer 13 is also provided with input devices, namely a keyboard 12 and a mouse (not shown in the figure).
  • the cabinet 10 is also provided with There is a sound and light alarm device 14, and the sound and light alarm device 14 is electrically connected to the industrial computer 13.
  • the laser scanner 15 is configured to scan the contour of the steel wire rope 16 to obtain the contour data of the steel wire rope 16; in this way, the image acquisition device does not need to acquire an image at a close distance.
  • the left camera 2 and the right camera 4 are used to shoot a working video of the wire rope 16 and obtain video information of the wire rope 16;
  • the LED light source 1 is used to increase the brightness of the surface of the wire rope 16 so that the industrial camera can shoot more clearly;
  • the camera mount 3 is configured to fix the left camera 2 and the right camera 4;
  • the image acquisition device 5 is configured to collect the video information captured by the left camera 2 and the right camera 4; the image acquisition device 5 is a multi-channel synchronous acquisition device;
  • the signal transmitter 7 is configured to send the video information collected by the image acquisition device 5 to the industrial computer 13;
  • the signal receiver 8 is configured to receive the video information sent by the signal transmitter 7 and pass the video information to the industrial computer 13;
  • the industrial computer 13 is configured to obtain the displacement data of the steel wire rope 16 according to the contour data of the steel wire rope 16 and the video information of the steel wire rope 16 to process the contour data and the video information;
  • the industrial computer 13 may be an industrial integrated computer with monitoring and analysis software.
  • the monitoring display 11 is configured to display the video information and the displacement data of the hoist rope
  • the acousto-optic alarm device 14 is used for alarming when the vibration amplitude of the steel wire rope 16 changes greatly in a very short time or in other abnormal situations;
  • the power supply box 6 is configured to provide power to the left camera 2, the right camera 4, the LED light source 1, the signal transmitter 7, and the signal receiver 8. Since the multi-rope friction hoist steel wire rope of this embodiment is often used in flammable mines such as coal mines, the power box 6 uses a flameproof and intrinsically safe power box, specifically a flameproof and intrinsically safe power box.
  • the rated voltage is 24V, with a capacity of 1536Wh.
  • the industrial control cabinet 9 is an explosion-proof control cabinet.
  • the working process of the displacement monitoring system for the steel wire rope of the multi-rope friction hoist is: the image acquisition device 5 collects the outline data of the wire rope 16 outline scanned by the laser scanner 15 and sends it to the industrial computer 13 through the signal transmitter 7 The image acquisition device 5 collects video information captured by the left camera 2 and the right camera 4 and sends the video information to the industrial computer 13 through the signal transmitter 7; the industrial computer 13 processes the contour data and the video information to obtain The displacement data of the hoisting rope is used to judge the working state of the hoisting rope according to the displacement data. If the working state is abnormal, the sound and light alarm device 14 is triggered to give an alarm.
  • FIG. 7 is a schematic structural diagram of a displacement monitoring system for a multi-rope friction hoist wire rope of a mine according to a first embodiment of the present invention.
  • the hoist wire rope vibration displacement monitoring system includes a laser scanner 30, a left camera 31, and a right Camera 32, image acquisition device 33, data transmission device 34, industrial control cabinet 35, industrial computer 36, monitoring display 37 and sound and light alarm device 38;
  • the laser scanner 30 is configured to scan the contour of the hoist rope, obtain the contour data of the hoist rope, and send the profile data to the industrial computer 36;
  • the left camera 31 and the right camera 32 are used to shoot a working video of the hoist rope;
  • the image acquisition device 33 is configured to collect video information captured by the left camera 31 and the right camera 32;
  • the data transmission device 34 is configured to send video information collected by the image acquisition device 33 to the industrial computer 13, that is, the first data transmission device corresponding to the foregoing;
  • the industrial control cabinet 35 is used for installing an industrial computer 36 and protecting the industrial computer 36;
  • the industrial computer 36 is configured to process the video information according to the contour data of the hoist wire rope obtained by the laser scanner 30 and video information captured by the left camera 31 and the right camera 32 to obtain the lift Displacement data of the machine wire rope;
  • the monitoring display 37 is configured to display the video information and the displacement data of the hoist rope
  • the acousto-optic alarm device 38 is used for alarming when the vibration amplitude of the hoist wire rope changes greatly within a short period of time or under other abnormal conditions.
  • FIG. 8 is a schematic diagram of setting a frequency hopping of a wireless transmission device in a displacement monitoring system of a steel wire rope of a mine hoist according to a first embodiment of the present invention.
  • the input signal is firstly subjected to baseband modulation, usually a frequency shift key.
  • Frequency-shift keying (FSK) modulation and then mixing or frequency conversion with a local oscillator signal generated by a frequency synthesizer controlled by a pseudo-random (PN) code.
  • PN pseudo-random
  • the local oscillator signal is a radio frequency carrier, which is obtained by inputting a PN code into a frequency synthesizer for variable frequency synthesis.
  • the local frequency synthesizer is controlled with the same PN code as the transmitting end, and the received signal is mixed with the signal of the local frequency synthesizer to obtain a baseband modulated signal, which is then demodulated to recover the signal.
  • frequency-hopping communication is instantaneous narrow-band communication. During the dwell time of each frequency, the bandwidth of the occupied channel is very narrow. However, because the frequency hopping rate is relatively high, from a macro perspective The frequency hopping system is also a broadband system, that is, the spectrum is expanded. By setting the frequency modulation, the anti-interference ability of wireless signal transmission is greatly improved.
  • the wireless transmission device is the aforementioned data transmission device using wireless communication technology.
  • the wireless transmission device may be used when the distance between the image acquisition device and the industrial computer is long or it is not suitable to use a wired connection.
  • the wireless transmission device may also be used for data transmission between an industrial computer and a monitor display, that is, corresponding to the aforementioned second data transmission device.
  • FIG. 9 is a schematic flow chart of a method for monitoring the displacement of a steel rope of a hoisting equipment in a second embodiment of the present invention. As shown in FIG. 9, the method for monitoring the displacement of a steel rope of a hoisting equipment includes the following steps:
  • Step 500 camera calibration and correction
  • Step 501 Obtain a static marker
  • Step 502 laser scanning
  • the contour of the hoist rope is scanned to obtain contour data of the hoist rope.
  • Step 503 video stream shooting transmission
  • a video of the operation of the hoisting equipment wire rope is taken and transmitted to the industrial control cabinet.
  • the video is transmitted to the industrial computer respectively, and the video or the industrial computer processing result is displayed on the monitoring display.
  • Step 504 extract a single frame image
  • the image processing application of the industrial computer acquires a single frame image of the left and right cameras.
  • Step 505 image grayscale processing
  • An image processing application of an industrial computer performs grayscale processing on a single frame of image.
  • Step 506 image noise reduction filtering
  • the image processing application of the industrial computer performs noise reduction filtering on the grayscale processed image.
  • Step 507 stereo matching
  • the image processing application of industrial computer performs stereo matching on the image after noise reduction and filtering.
  • Step 508 Three-dimensional depth calculation.
  • the image processing application of the industrial computer performs three-dimensional depth calculation on the stereo matched image.
  • Step 509 displacement acquisition
  • the image processing application of the industrial computer obtains the lateral and longitudinal amplitudes of the mine hoisting equipment, that is, the lateral and longitudinal displacements of the mine hoisting equipment.
  • Step 510 data saving
  • the industrial computer saves the acquired lateral and longitudinal displacement data of the mine hoisting equipment for recall.
  • the industrial computer may also make a “transverse vibration curve” and a “longitudinal vibration curve” of the mine hoisting equipment according to the monitoring results.
  • the horizontal coordinate of the horizontal vibration curve is the monitoring time, and the vertical coordinate is the horizontal vibration displacement by default.
  • the wire rope is displaced to the right, and the moving direction of the mine hoisting equipment can be customized.
  • the industrial computer can make a preliminary assessment of the health of the wire rope of the mine hoist by monitoring the wire rope during the lifting process, and generate daily reports, which can be printed directly or saved.
  • Step 511 abnormal alarm.
  • the industrial computer judges that it is abnormal and triggers the sound and light alarm device to alarm; in addition, the analysis of the vibration displacement change curve can timely find abnormal vibration or sudden changes in vibration , Will also trigger the sound and light alarm device alarm.
  • FIG. 10 is a schematic diagram of a displacement monitoring system of a multi-rope friction hoist wheel of a third mine according to an embodiment of the present invention.
  • the displacement monitoring system of the multi-rope friction hoist wheel of the mine includes an image acquisition device and an industrial computer. 67. Signal transmitter 68, signal receiver 69, monitoring host 70, sound and light alarm 71, and printer 72.
  • the image acquisition device includes a laser scanner 60, an industrial camera, LED lighting 65, and a stereo target 66.
  • the industrial camera includes a first camera 61, a second camera 62, a third camera 63, and a fourth camera 64.
  • the laser scanner 60 is configured to scan the contour of the sun wheel to obtain the contour data of the sun wheel;
  • the first camera 61, the second camera 62, the third camera 63, and the fourth camera 64 are used to capture a working video of the sky wheel to obtain video information;
  • the LED illuminating lamp 65 is used to increase the brightness of the surface of the sky wheel, so that the industrial camera can shoot more clearly;
  • the three-dimensional target 66 is used for calibrating and correcting an industrial camera to eliminate image distortion caused by the industrial camera itself;
  • the industrial computer 67 is configured to process the contour data and the video information to obtain displacement data of the sky wheel;
  • the signal transmitter 68 is configured to send the displacement data of the sun wheel obtained by the industrial computer 67 to the monitoring display 70;
  • the signal receiver 69 is configured to receive the displacement data of the sky wheel sent by the signal transmitter 68 and transmit the displacement data to the monitoring display 70;
  • the monitoring host 70 is configured to display displacement data of the sky wheel received by the signal receiver 69;
  • the acousto-optic alarm device 71 is used for alarming when the amplitude of the vibration of the skywheel changes greatly or in other abnormal conditions in a short time;
  • the printer 72 is configured to print out displacement data of the sun wheel.
  • FIG. 11 is a schematic structural diagram of a displacement monitoring system of a multi-rope friction hoist wheel of a third mine according to an embodiment of the present invention.
  • the displacement monitoring system of the multi-rope friction hoist wheel of the mine includes a stereo vision acquisition system. , Image processing system, data transmission system and display and operating system; among them,
  • the stereo vision acquisition system includes a laser scanner, an LED lighting lamp, a CCD camera, a three-dimensional target, and a multi-channel synchronous acquisition device;
  • the laser scanner is used to scan the contour of the sky wheel to obtain the contour data of the sky wheel;
  • the LED illuminating lamp is used to increase the brightness of the surface of the sky wheel so that the CCD camera can shoot more clearly;
  • the CCD camera is used to record the working video of the sky wheel to obtain video information;
  • the stereo target is used for The CCD camera is calibrated and corrected to eliminate image distortion caused by the CCD camera itself;
  • the multi-channel synchronous acquisition device is used to collect contour data scanned by a laser scanner and video information captured by the CCD camera and send it to the image Processing system
  • the image processing system includes a protective case, an industrial integrated computer, and a memory; the protective case is installed on an outer surface of the industrial integrated computer to protect the industrial integrated computer; and the industrial integrated computer is provided with an image Identification and processing software for receiving contour data and video information transmitted by the multi-channel synchronous acquisition device, processing the contour data and video information, obtaining displacement data of the sky wheel; and the memory for storing Contour data, video information transmitted by the multi-channel synchronous acquisition device, and processing results of the industrial integrated computer, that is, displacement data of the sky wheel;
  • the data transmission system includes a wireless transmitting device and a wireless receiving device.
  • the wireless transmitting device is configured to send the processing result of the industrial integrated computer to the display and operating system.
  • the wireless receiving device is configured to receive all The processing result sent by the wireless transmitting device is transmitted to the display and operating system.
  • the data transmission system uses a point-to-point wireless bridge device. See FIG. 10, including a wireless transmitting device 68 and a wireless receiving device 69.
  • the best transmission distance is 0-3 kilometers, the maximum transmission rate is 300Mbps, and power over Ethernet (POE, Power Over Ethernet) power is used.
  • a wireless transmitting device 68 is connected to the image processing system, and a wireless receiving device 69 is connected to the display and operating system.
  • the display and operating system includes a monitoring host, an acousto-optic alarm device, and a printer.
  • the monitoring host is used to display the displacement data of the skywheel.
  • the acousto-optic alarm device is used to vibrate the skywheel in a very short time. Alarm when the amplitude changes greatly or in other abnormal situations; the printer is used to print out the displacement data of the sun wheel.
  • the displacement monitoring system of the mine multi-rope friction hoist wheel includes a power supply electrical system
  • the power supply electrical system includes a flameproof and intrinsically safe power box and electrical equipment
  • the flameproof and intrinsically safe power box is rated
  • the voltage is 24V and the capacity is 1536Wh.
  • FIG. 12 is a schematic diagram of a three-dimensional target calibrated by an image acquisition device in a displacement monitoring system of a multi-rope friction hoist wheel of a third mine according to an embodiment of the present invention.
  • the specific working process is: placing the stereo target in the camera lens, and using the standard calibration method to calibrate and correct the left and right cameras through the change relationship between the camera coordinate system, the world coordinate system, and the target coordinate system. To eliminate image distortion caused by the camera itself.
  • the displacement monitoring system and method of the mine hoisting equipment can monitor the displacement of the mine hoisting equipment due to vibration in real time, learn the working state of the mine hoisting equipment, and improve the safety of the working process.

Landscapes

  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Length Measuring Devices By Optical Means (AREA)

Abstract

Disclosed in the present invention are a displacement monitoring system and method for a mine lifting device. The system comprises an image processing device, a laser scanner and at least two image acquisition devices, wherein the image processing device is separately electrically connected to the laser scanner and the image acquisition devices; the place at which each image acquisition device of the at least two image acquisition devices is located is different, and a part to be detected of the mine lifting device may be photographed during a lifting process of the mine lifting device; the image processing device determines position information of the part to be detected according to contour data of the part to be detected scanned by the laser scanner and images comprising the part to be detected photographed by the image acquisition devices, and determines the displacement of the part to be detected according to the position information at different time points.

Description

一种矿井提升设备的位移监测系统及方法Displacement monitoring system and method for mine hoisting equipment
相关申请的交叉引用Cross-reference to related applications
本申请基于申请号为201810623820.4、申请日为2018年6月15日的中国专利申请提出,并要求该中国专利申请的优先权,该中国专利申请的全部内容在此引入本申请作为参考。This application is based on a Chinese patent application with an application number of 201810623820.4 and an application date of June 15, 2018, and claims the priority of the Chinese patent application. The entire contents of the Chinese patent application are incorporated herein by reference.
技术领域Technical field
本发明涉及矿井提升系统,具体涉及一种矿井提升设备的位移监测系统及方法。The invention relates to a mine hoisting system, in particular to a displacement monitoring system and method of a mine hoisting equipment.
背景技术Background technique
矿井提升机作为矿山运输的关键设备,承担着煤炭和矿石的提升、人员的升降、材料和设备的运送任务,是联系井下与地面的重要设备。钢丝绳作为提升机的主要受力部件,其振动直接影响到提升过程的稳定性和钢丝绳的疲劳寿命,当钢丝绳振动位移过大时可能会与周围矿井提升设备发生接触性干涉,严重威胁到提升过程的安全性。As the key equipment for mine transportation, the mine hoist is responsible for the lifting of coal and ore, the lifting of personnel, and the transportation of materials and equipment. It is an important device connecting the underground and the ground. As the main force component of the hoist, the vibration of the wire rope directly affects the stability of the hoisting process and the fatigue life of the wire rope. When the vibration displacement of the wire rope is too large, it may cause contact interference with the surrounding mine hoisting equipment, which seriously threatens the hoisting process. Security.
发明内容Summary of the Invention
有鉴于此,本发明实施例期望提供一种矿井提升设备的位移监测系统及方法,能实时监测钢丝绳因振动而产生的位移,使矿井提升设备更安全。In view of this, embodiments of the present invention are expected to provide a displacement monitoring system and method for mine hoisting equipment, which can monitor the displacement of the steel wire rope due to vibration in real time, so that the mine hoisting equipment is safer.
为达到上述目的,本发明的技术方案是这样实现的:To achieve the above object, the technical solution of the present invention is implemented as follows:
本发明实施例提供了一种矿井提升设备的位移监测系统,所述系统包括图像处理设备、激光扫描仪和至少两个图像获取设备,所述图像处理设备分别与所述激光扫描仪和所述图像获取设备电连接;所述至少两个图像获取设备中的各图像获取设备所处位置不同,且在所述矿井提升设备提升过程中,能拍摄所述矿井提升设备的待检测部位;An embodiment of the present invention provides a displacement monitoring system for a mine hoisting device. The system includes an image processing device, a laser scanner, and at least two image acquisition devices. The image processing device is separately from the laser scanner and the laser scanner. The image acquisition equipment is electrically connected; each of the at least two image acquisition equipment is located at a different position, and during the lifting process of the mine hoisting equipment, it can photograph the to-be-detected part of the mine hoisting equipment;
所述图像处理设备向所述激光扫描仪发送扫描指令;所述激光扫描仪响应于所述扫描指令,扫描所述矿井提升设备的待检测部位,并将所述待检测部位的轮廓数据向所述图像处理设备发送;The image processing device sends a scanning instruction to the laser scanner; in response to the scanning instruction, the laser scanner scans a to-be-detected portion of the mine hoisting equipment, and sends contour data of the to-be-detected portion to the The image processing equipment sends;
在第一监测周期到来时,所述图像处理设备向所述至少两个图像获取设备中的各图像获取设备分别发送第一拍摄指令;When the first monitoring cycle arrives, the image processing device sends a first shooting instruction to each of the at least two image acquisition devices;
各图像获取设备响应于所述第一拍摄指令,拍摄所述矿井提升设备的待检测部位的第一图像,并将所拍摄的包含所述待检测部位的第一图像向 所述图像处理设备发送;Each image acquisition device responds to the first shooting instruction, captures a first image of a portion to be detected of the mine hoisting device, and sends the captured first image including the portion to be detected to the image processing device ;
所述图像处理设备根据所述激光扫描仪发送的所述待检测部位的轮廓数据和所述第一图像,确定各第一图像中的位于所述待检测部位上的特征部位,并获取各第一图像中的所述特征部位的像素属性信息,基于所述特征部位的像素属性信息、所述至少两个图像获取设备中的各图像获取设备的位置信息、以及所述至少两个图像获取设备中的各图像获取设备拍摄所述第一图像的成像参数,计算所述待检测部位的第一位置信息;The image processing device determines, based on the contour data of the part to be detected and the first image sent by the laser scanner, a feature part located on the part to be detected in each first image, and acquires each first part. Pixel attribute information of the characteristic part in an image, based on the pixel attribute information of the characteristic part, position information of each image acquisition device in the at least two image acquisition devices, and the at least two image acquisition devices Each image acquisition device in the image captures imaging parameters of the first image, and calculates first position information of the part to be detected;
在第二监测周期到来时,所述图像处理设备向所述至少两个图像获取设备中的各图像获取设备分别发送第二拍摄指令;When the second monitoring cycle arrives, the image processing device sends a second shooting instruction to each of the at least two image acquisition devices;
各图像获取设备响应于所述第二拍摄指令,拍摄所述矿井提升设备的待检测部位的第二图像,并将所拍摄的包含所述待检测部位的第二图像向所述图像处理设备发送;Each image acquisition device responds to the second shooting instruction, captures a second image of a portion to be detected of the mine hoisting device, and sends the captured second image including the portion to be detected to the image processing device ;
所述图像处理设备根据所述激光扫描仪发送的所述待检测部位的轮廓数据和所述第二图像,确定各第二图像中的位于所述待检测部位上的特征部位,并获取各第二图像中的所述特征部位的像素属性信息,基于所述特征部位的像素属性信息、所述至少两个图像获取设备中的各图像获取设备的位置信息、以及所述至少两个图像获取设备中的各图像获取设备拍摄所述第二图像的成像参数,计算所述待检测部位的第二位置信息;The image processing device determines, based on the contour data of the part to be detected and the second image sent by the laser scanner, a feature part located on the part to be detected in each second image, and acquires each first part. The pixel attribute information of the characteristic parts in the two images is based on the pixel attribute information of the characteristic parts, the position information of each image acquisition device in the at least two image acquisition devices, and the at least two image acquisition devices Each of the image acquisition devices in the image captures imaging parameters of the second image, and calculates second position information of the part to be detected;
所述图像处理设备基于所述第一位置信息和所述第二位置信息确定所述待检测部位在所述第一监测周期至所述第二监测周期之间的位移;其中,所述第一监测周期和所述第二监测周期为相邻或非相邻的监测周期。The image processing device determines a displacement of the part to be detected between the first monitoring period and the second monitoring period based on the first position information and the second position information; wherein the first The monitoring period and the second monitoring period are adjacent or non-adjacent monitoring periods.
上述方案中,所述特征部位包括具有缩放不变性、平移不变性、旋转不变性和光照不变性的部位。In the above solution, the characteristic part includes a part having zoom invariance, translation invariance, rotation invariance, and illumination invariance.
上述方案中,所述特征部位包括设置于所述待检测部位上的、具有缩放不变性、平移不变性、旋转不变性和光照不变性的点。In the above solution, the characteristic part includes points that are provided on the part to be detected and have invariance of zoom, translation, rotation, and illumination.
上述方案中,所述特征部位包括易于进行图像分类、图像检索和宽基线匹配的部位。In the above solution, the characteristic part includes a part that is easy to perform image classification, image retrieval, and wide baseline matching.
上述方案中,所述系统还包括显示器,所述显示器用于显示所述图像获取设备获取的图像或所述图像处理设备对所述图像处理后获得的数据。In the above solution, the system further includes a display for displaying an image acquired by the image acquisition device or data obtained after the image processing device processes the image.
本发明实施例还提供了一种矿井提升设备的位移监测方法,所述方法包括:An embodiment of the present invention also provides a displacement monitoring method for a mine hoisting equipment, the method includes:
向激光扫描仪发送扫描指令;所述激光扫描仪响应于所述扫描指令,扫描所述矿井提升设备的待检测部位,并将所述待检测部位的轮廓数据向图像处理设备发送;Sending a scanning instruction to a laser scanner; in response to the scanning instruction, the laser scanner scans a portion to be detected of the mine hoisting equipment, and sends contour data of the portion to be detected to an image processing device;
在第一监测周期到来时,向至少两个图像获取设备中的各图像获取设备分别发送第一拍摄指令;When the first monitoring period arrives, sending a first shooting instruction to each of the at least two image acquisition devices;
获取所述图像获取设备响应于所述第一拍摄指令所拍摄的包含所述矿井提升设备的待检测部位的第一图像;Acquiring a first image captured by the image acquisition device in response to the first shooting instruction and including a portion to be detected of the mine hoisting device;
根据所述激光扫描仪发送的所述待检测部位的轮廓数据和所述第一图像,确定各第一图像中的位于所述待检测部位上的特征部位,并获取各第一图像中的所述特征部位的像素属性信息,基于所述特征部位的像素属性信息、所述至少两个图像获取设备中的各图像获取设备的位置信息、以及所述至少两个图像获取设备中的各图像获取设备拍摄所述第一图像的成像参数,计算所述待检测部位的第一位置信息;Determining, according to the contour data of the part to be detected and the first image sent by the laser scanner, a feature part located on the part to be detected in each of the first images, and acquiring all of the first images The pixel attribute information of the characteristic part is based on the pixel attribute information of the characteristic part, position information of each image acquisition device in the at least two image acquisition devices, and each image acquisition in the at least two image acquisition devices. The device takes imaging parameters of the first image, and calculates first position information of the part to be detected;
在第二监测周期到来时,向所述至少两个图像获取设备中的各图像获取设备分别发送第二拍摄指令;When the second monitoring period arrives, sending a second shooting instruction to each of the at least two image acquisition devices;
获取所述图像获取设备响应于所述第二拍摄指令所拍摄的包含所述待检测部位的第二图像;Acquiring a second image including the part to be detected, which is captured by the image acquisition device in response to the second shooting instruction;
根据所述激光扫描仪发送的所述待检测部位的轮廓数据和所述第二图像,确定各第二图像中的位于所述待检测部位上的特征部位,并获取各第二图像中的所述特征部位的像素属性信息,基于所述特征部位的像素属性信息、所述至少两个图像获取设备中的各图像获取设备的位置信息、以及所述至少两个图像获取设备中的各图像获取设备拍摄所述第二图像的成像参数,计算所述待检测部位的第二位置信息;Determining, according to the contour data of the part to be detected and the second image sent by the laser scanner, a feature part located on the part to be detected in each second image, and acquiring all the parts in each second image The pixel attribute information of the characteristic part is based on the pixel attribute information of the characteristic part, position information of each image acquisition device in the at least two image acquisition devices, and each image acquisition in the at least two image acquisition devices. The device takes an imaging parameter of the second image, and calculates second position information of the part to be detected;
基于所述第一位置信息和所述第二位置信息确定所述待检测部位在所述第一监测周期至所述第二监测周期之间的位移;其中,所述第一监测周期和所述第二监测周期为相邻或非相邻的监测周期。Determining a displacement of the part to be detected between the first monitoring period and the second monitoring period based on the first position information and the second position information; wherein the first monitoring period and the The second monitoring period is an adjacent or non-adjacent monitoring period.
上述方案中,在所述向至少两个图像获取设备中的各图像获取设备分别发送第一拍摄指令之前,所述方法还包括:In the above solution, before the sending a first shooting instruction to each of the at least two image acquisition devices, the method further includes:
对所述图像获取设备进行相机标定;Performing camera calibration on the image acquisition device;
在所述矿井提升设备未运行时获取静态标志物,以获取所述待检测部位的参照物。Obtain a static marker when the mine hoisting equipment is not running to obtain a reference object for the site to be detected.
上述方案中,所述获取所述图像获取设备响应于所述第一拍摄指令所拍摄的包含所述矿井提升设备的待检测部位的第一图像,或获取所述图像获取设备响应于所述第二拍摄指令所拍摄的包含所述待检测部位的第二图像,包括:In the above solution, the acquiring the image acquisition device in response to the first image captured by the first shooting instruction and including the to-be-detected part of the mine hoisting device, or acquiring the image acquisition device in response to the first The second image taken by the two shooting instructions and including the part to be detected includes:
获取所述第一图像或所述第二图像中的预设序号的单帧图像。Acquire a single-frame image with a preset sequence number in the first image or the second image.
上述方案中,在所述获取各第一图像中的所述特征部位的像素属性信息或在所述获取各第二图像中的所述特征部位的像素属性信息之前,所述方法还包括:In the above solution, before the acquiring pixel attribute information of the characteristic part in each first image or before acquiring the pixel attribute information of the characteristic part in each second image, the method further includes:
对从所述第一图像或第二图像获得的单帧图像进行降低处理量的预处理。A single frame image obtained from the first image or the second image is pre-processed to reduce a processing amount.
上述方案中,所述对从所述第一图像或第二图像获得的单帧图像进行降低处理量的预处理,包括:In the above solution, the preprocessing for reducing the processing amount of a single frame image obtained from the first image or the second image includes:
对所述单帧图像进行灰度处理;Performing grayscale processing on the single frame image;
对灰度处理后的图像进行降噪处理。Denoise the grayscale processed image.
本发明实施例提供的矿井提升设备的位移监测系统及方法,包括图像处理设备和至少两个图像获取设备,所述至少两个图像获取设备与所述图像处理设备电连接;所述至少两个图像获取设备中的各图像获取设备所处位置不同,且在所述矿井提升设备提升过程中,能拍摄所述矿井提升设备的待检测部位;所述图像处理设备根据所述图像获取设备拍摄的包含所述待检测部位的图像获取所述待检测部位的位置信息,并根据所述位置信息确定所述待检测部位的预设时间内的位移;可见,本发明实施例的矿井提升设备的位移监测系统及方法,能实时监测所述矿井提升设备因振动而产生的位移,获知所述矿井提升设备的工作状态,提升工作过程的安全程度。A displacement monitoring system and method for a mine hoisting device provided by an embodiment of the present invention includes an image processing device and at least two image acquisition devices, and the at least two image acquisition devices are electrically connected to the image processing device; the at least two Each image acquisition device in the image acquisition device is in a different position, and during the lifting process of the mine lifting device, can photograph the to-be-detected part of the mine lifting device; the image processing device according to the image captured by the image acquisition device. The image of the part to be detected is included to obtain the position information of the part to be detected, and the displacement of the part to be detected within a preset time is determined according to the position information; it can be seen that the displacement of the mine hoisting equipment according to the embodiment of the present invention The monitoring system and method can monitor the displacement of the mine hoisting equipment due to vibration in real time, learn the working state of the mine hoisting equipment, and improve the safety of the working process.
本发明实施例的其他有益效果将在具体实施方式中结合具体技术方案进一步说明。Other beneficial effects of the embodiments of the present invention will be further described in specific implementations in combination with specific technical solutions.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
图1为本发明实施例矿井提升设备的位移监测方法的流程示意图;FIG. 1 is a schematic flowchart of a displacement monitoring method of a mine hoisting device according to an embodiment of the present invention;
图2本发明实施例矿井提升设备的位移监测系统中双目成像原理示意图;2 is a schematic diagram of a binocular imaging principle in a displacement monitoring system of a mine hoisting device according to an embodiment of the present invention;
图3为本发明实施例矿井提升设备的位移监测系统中图像坐标变换原理示意图;3 is a schematic diagram of an image coordinate transformation principle in a displacement monitoring system of a mine hoisting device according to an embodiment of the present invention;
图4为本发明实施例一矿井多绳摩擦提升机钢丝绳的位移监测系统的示意图;4 is a schematic diagram of a displacement monitoring system for a steel wire rope of a multi-rope friction hoist in a first embodiment of the present invention;
图5为本发明实施例一矿井多绳摩擦提升机钢丝绳的位移监测系统中图像获取设备的示意图;5 is a schematic diagram of an image acquisition device in a displacement monitoring system of a steel wire rope of a multi-rope friction hoist in a first embodiment of the present invention;
图6为本发明实施例一矿井多绳摩擦提升机钢丝绳的位移监测系统中控制柜的示意图;6 is a schematic diagram of a control cabinet in a displacement monitoring system for a steel wire rope of a multi-rope friction hoist in a first embodiment of the present invention;
图7为本发明实施例一矿井多绳摩擦提升机钢丝绳的位移监测系统的结构示意图;7 is a schematic structural diagram of a displacement monitoring system for a steel wire rope of a multi-rope friction hoist in a first embodiment of the present invention;
图8为本发明实施例一矿井多绳摩擦提升机钢丝绳的位移监测系统中无线传输装置设置跳频的示意图;FIG. 8 is a schematic diagram of setting a frequency hopping of a wireless transmission device in a displacement monitoring system of a steel wire rope of a multi-rope friction hoist in a first embodiment of the present invention; FIG.
图9为本发明实施例二矿井提升设备钢丝绳的位移监测方法的流程示意图;9 is a schematic flowchart of a method for monitoring a displacement of a steel wire rope of a hoisting equipment in a second mine according to an embodiment of the present invention;
图10为本发明实施例三矿井多绳摩擦提升机天轮的位移监测系统的示意图;10 is a schematic diagram of a displacement monitoring system of a multi-rope friction hoist wheel of a third mine in accordance with an embodiment of the present invention;
图11为本发明实施例三矿井多绳摩擦提升机天轮的位移监测系统的结构示意图;11 is a schematic structural diagram of a displacement monitoring system of a multi-rope friction hoist wheel of a third mine in accordance with an embodiment of the present invention;
图12为本发明实施例三矿井多绳摩擦提升机天轮的位移监测系统中图像获取设备标定的立体靶标的示意图。12 is a schematic diagram of a three-dimensional target calibrated by an image acquisition device in a displacement monitoring system of a multi-rope friction hoist wheel of a third mine according to an embodiment of the present invention.
具体实施方式detailed description
本发明实施例提供了一种矿井提升设备的位移监测系统,所述系统可以包括图像处理设备、激光扫描仪和至少两个图像获取设备,所述图像处理设备分别与所述激光扫描仪和所述图像获取设备电连接;所述至少两个图像获取设备中的各图像获取设备所处位置不同,且在所述矿井提升设备提升过程中,能拍摄所述矿井提升设备的待检测部位;An embodiment of the present invention provides a displacement monitoring system for a mine hoisting device. The system may include an image processing device, a laser scanner, and at least two image acquisition devices. The image processing device is separately connected to the laser scanner and The image acquisition equipment is electrically connected; each of the at least two image acquisition equipments is located at a different position, and during the lifting process of the mine lifting equipment, can photograph the to-be-detected part of the mine lifting equipment;
所述图像处理设备向所述激光扫描仪发送扫描指令;所述激光扫描仪响应于所述扫描指令,扫描所述矿井提升设备的待检测部位,并将所述待检测部位的轮廓数据向所述图像处理设备发送;The image processing device sends a scanning instruction to the laser scanner; in response to the scanning instruction, the laser scanner scans a to-be-detected portion of the mine hoisting equipment, and sends contour data of the to-be-detected portion to the The image processing equipment sends;
在第一监测周期到来时,所述图像处理设备向所述至少两个图像获取设备中的各图像获取设备分别发送第一拍摄指令;When the first monitoring cycle arrives, the image processing device sends a first shooting instruction to each of the at least two image acquisition devices;
各图像获取设备响应于所述第一拍摄指令,拍摄所述矿井提升设备的待检测部位的第一图像,并将所拍摄的包含所述待检测部位的第一图像向所述图像处理设备发送;Each image acquisition device responds to the first shooting instruction, captures a first image of a portion to be detected of the mine hoisting device, and sends the captured first image including the portion to be detected to the image processing device ;
所述图像处理设备根据所述激光扫描仪发送的所述待检测部位的轮廓数据和所述第一图像,确定各第一图像中的位于所述待检测部位上的特征部位,并获取各第一图像中的所述特征部位的像素属性信息,基于所述特征部位的像素属性信息、所述至少两个图像获取设备中的各图像获取设备的位置信息、以及所述至少两个图像获取设备中的各图像获取设备拍摄所述第一图像的成像参数,计算所述待检测部位的第一位置信息;The image processing device determines, based on the contour data of the part to be detected and the first image sent by the laser scanner, a feature part located on the part to be detected in each first image, and acquires each first part. Pixel attribute information of the characteristic part in an image, based on the pixel attribute information of the characteristic part, position information of each image acquisition device in the at least two image acquisition devices, and the at least two image acquisition devices Each image acquisition device in the image captures imaging parameters of the first image, and calculates first position information of the part to be detected;
在第二监测周期到来时,所述图像处理设备向所述至少两个图像获取设备中的各图像获取设备分别发送第二拍摄指令;When the second monitoring cycle arrives, the image processing device sends a second shooting instruction to each of the at least two image acquisition devices;
各图像获取设备响应于所述第二拍摄指令,拍摄所述矿井提升设备的待检测部位的第二图像,并将所拍摄的包含所述待检测部位的第二图像向所述图像处理设备发送;Each image acquisition device responds to the second shooting instruction, captures a second image of a portion to be detected of the mine hoisting device, and sends the captured second image including the portion to be detected to the image processing device ;
所述图像处理设备根据所述激光扫描仪发送的所述待检测部位的轮廓数据和所述第二图像,确定各第二图像中的位于所述待检测部位上的特征部位,并获取各第二图像中的所述特征部位的像素属性信息,基于所述特征部位的像素属性信息、所述至少两个图像获取设备中的各图像获取设备的位置信息、以及所述至少两个图像获取设备中的各图像获取设备拍摄所述第二图像的成像参数,计算所述待检测部位的第二位置信息;The image processing device determines, based on the contour data of the part to be detected and the second image sent by the laser scanner, a feature part located on the part to be detected in each second image, and acquires each first part. The pixel attribute information of the characteristic parts in the two images is based on the pixel attribute information of the characteristic parts, the position information of each image acquisition device in the at least two image acquisition devices, and the at least two image acquisition devices Each of the image acquisition devices in the image captures imaging parameters of the second image, and calculates second position information of the part to be detected;
所述图像处理设备基于所述第一位置信息和所述第二位置信息确定所述待检测部位在所述第一监测周期至所述第二监测周期之间的位移;其中,所述第一监测周期和所述第二监测周期为相邻或非相邻的监测周期。The image processing device determines a displacement of the part to be detected between the first monitoring period and the second monitoring period based on the first position information and the second position information; wherein the first The monitoring period and the second monitoring period are adjacent or non-adjacent monitoring periods.
这里,像素属性信息可以包括:像素尺寸、颜色、色彩深度等;所述成像参数可以包括焦距、感光元件面积等。Here, the pixel attribute information may include: a pixel size, a color, a color depth, and the like; the imaging parameter may include a focal length, a photosensitive element area, and the like.
这样,本发明实施例的矿井提升设备的位移监测系统,能实时监测所 述矿井提升设备因振动而产生的位移,获知所述矿井提升设备的工作状态,提升工作过程的安全程度;所述激光扫描仪可以帮助所述图像处理设备快速确定各图像中的位于所述待检测部位上的特征部位,而无需另外设置背景屏或近距离获取图像。In this way, the displacement monitoring system of the mine hoisting equipment according to the embodiment of the present invention can monitor the displacement of the mine hoisting equipment due to vibration in real time, learn the working state of the mine hoisting equipment, and improve the safety of the working process; The scanner can help the image processing device quickly determine the characteristic part of each image located on the part to be detected, without the need to additionally set a background screen or acquire an image at a close distance.
作为一种实现方式,特征部位包括具有缩放不变性、平移不变性、旋转不变性和光照不变性的部位。As an implementation manner, the feature part includes a part having zoom invariance, translation invariance, rotation invariance, and illumination invariance.
作为一种实现方式,所述特征部位包括设置于所述待检测部位上的、具有缩放不变性、平移不变性、旋转不变性和光照不变性的点。As an implementation manner, the characteristic part includes points provided on the part to be detected and having invariance of zoom, translation, rotation, and illumination.
作为一种实现方式,所述特征部位包括易于进行图像分类、图像检索和宽基线匹配的部位。As an implementation manner, the feature part includes a part that is easy to perform image classification, image retrieval, and wide baseline matching.
作为一种实现方式,所述图像获取设备可以为相机,所述图像处理设备为设置有图像处理应用的计算机。更具体地,所述图像获取设备可以为工业相机。As an implementation manner, the image acquisition device may be a camera, and the image processing device is a computer provided with an image processing application. More specifically, the image acquisition device may be an industrial camera.
作为一种实现方式,所述系统还可以包括图像采集装置,所述图像采集装置分别连接所述图像获取设备和所述图像处理设备,所述图像采集装置从所述图像获取设备采集图像发送到所述图像处理设备。As an implementation manner, the system may further include an image acquisition device that is connected to the image acquisition device and the image processing device respectively, and the image acquisition device collects an image from the image acquisition device and sends it to The image processing device.
所述图像采集装置可以配置有指定的图像采集卡,所述图像采集装置与所述图像获取设备或所述图像处理设备的图像传输接口包括:复合视频接口,如AV接口或Video接口、S视频接口等,支持PAL和NTSC制式,所述图像采集装置的采图模式包括:灰度和彩色图像。The image acquisition device may be configured with a specified image acquisition card, and the image transmission interface between the image acquisition device and the image acquisition device or the image processing device includes: a composite video interface, such as an AV interface or a Video interface, an S-video The interface and the like support PAL and NTSC standards. The image acquisition mode of the image acquisition device includes: grayscale and color images.
作为一种实现方式,所述图像采集装置可以是多通道同步采集装置,这样可保证从多个图像获取设备、如相机中的同步采集图像,例如,同一时刻给两个相机发出摄制信号,使左右两个相机同步同频率成像。As an implementation manner, the image acquisition device may be a multi-channel synchronous acquisition device, which can ensure that images are acquired simultaneously from multiple image acquisition devices, such as cameras. For example, two cameras can send shooting signals at the same time. The left and right cameras are imaged at the same frequency.
作为一种实现方式,所述系统还可以包括显示器,所述显示器,用于显示所述图像获取设备获取的图像或所述图像处理设备对所述图像处理后获得的数据。As an implementation manner, the system may further include a display for displaying an image acquired by the image acquisition device or data obtained after the image processing device processes the image.
作为一种实现方式,所述系统还可以包括第一数据传输装置,所述第一数据传输装置分别连接所述图像采集装置和所述图像处理设备;所述第一数据传输装置将所述图像采集装置采集到的图像传输到所述图像处理设备和所述显示器。为了便于对数据做更好的处理,所述图像处理设备一般安装于机房,距离现场比较远,即与所述图像采集装置距离较远,最远可到几公里,为了保证传输质量和效率,需要通过所述第一数据传输装置传输图像,所述第一数据传输装置可以是有线传输,也可以是无线传输。As an implementation manner, the system may further include a first data transmission device, and the first data transmission device is respectively connected to the image acquisition device and the image processing device; the first data transmission device converts the image The images collected by the acquisition device are transmitted to the image processing device and the display. In order to facilitate better processing of the data, the image processing equipment is generally installed in the machine room and is far from the scene, that is, far from the image acquisition device, up to several kilometers. In order to ensure the transmission quality and efficiency, An image needs to be transmitted through the first data transmission device, and the first data transmission device may be a wired transmission or a wireless transmission.
作为一种实现方式,所述系统还可以包括第二数据传输装置,所述第二数据传输装置分别连接所述图像处理设备和显示器;所述第二数据传输装置将所述图像处理设备对所述图像处理后获得的数据传输到所述显示器。在有些情况下,所述显示器和所述图像处理设备之间距离较远,为了保证传输质量和效率,可以通过第二数据传输装置传输数据,所述第二数 据传输装置可以是有线传输,也可以是无线传输。As an implementation manner, the system may further include a second data transmission device that is connected to the image processing device and a display, respectively; the second data transmission device connects the image processing device to the image processing device. The data obtained after the image processing is transmitted to the display. In some cases, the distance between the display and the image processing device is relatively long. In order to ensure transmission quality and efficiency, data may be transmitted through a second data transmission device, which may be a wired transmission. Can be wireless transmission.
所述第一数据传输装置和第二数据传输装置采用无线传输时,可以采用点对点无线网桥传输,信号选用数字微波,这样,传输效率高,抗干扰能力强。When the first data transmission device and the second data transmission device adopt wireless transmission, point-to-point wireless bridge transmission can be used, and digital microwave is used for signals, so that the transmission efficiency is high and the anti-interference ability is strong.
本发明实施例还提供了一种矿井提升设备的位移监测方法,所述方法可以由设置有扫描仪应用和图像处理应用的计算机实现,在本实施例中就是图像处理设备,图1为本发明实施例矿井提升设备的位移监测方法的流程示意图,如图1所示,所述方法包括:An embodiment of the present invention also provides a displacement monitoring method for a mine hoisting device. The method may be implemented by a computer provided with a scanner application and an image processing application. In this embodiment, it is an image processing device. FIG. 1 is the present invention. A schematic flowchart of a displacement monitoring method for a mine hoisting device according to an embodiment, as shown in FIG. 1, the method includes:
步骤201:向激光扫描仪发送扫描指令;所述激光扫描仪响应于所述扫描指令,扫描所述矿井提升设备的待检测部位,并将所述待检测部位的轮廓数据向所述图像处理设备发送;Step 201: sending a scanning instruction to a laser scanner; the laser scanner responds to the scanning instruction, scans a portion to be detected of the mine hoisting equipment, and sends contour data of the portion to be detected to the image processing device send;
这里,所述激光扫描仪为三维激光扫描仪,所述激光扫描仪用于:确定在复杂工作环境下待检测部位的具体位置,并方便图像处理设备提取述待检测部位上的特征部位用于图像处理,这样,可以帮助所述图像处理设备快速确定各图像中的位于所述待检测部位上的特征部位,而无需另外设置背景屏或近距离获取图像。Here, the laser scanner is a three-dimensional laser scanner, and the laser scanner is used for: determining a specific position of a part to be detected in a complex working environment, and facilitating an image processing device to extract a feature part on the part to be detected for Image processing, in this way, can help the image processing device to quickly determine the characteristic part of each image that is located on the part to be detected, without having to additionally set a background screen or acquire an image at a short distance.
所述激光扫描仪一般由扫描仪、控制器和电源供应系统三部分构成,所述控制器可以是安装扫描仪应用的计算机,所述计算机的硬件部分可以和所述图像处理设备所用的计算机硬件合用,也可以单独设置,如果单独设置,所述激光扫描仪所用的计算机需要和图像处理所用的计算机建立通信连接;本实施例中,两者共用计算机。The laser scanner is generally composed of a scanner, a controller, and a power supply system. The controller may be a computer on which the scanner application is installed, and the hardware portion of the computer may be the same as the computer hardware used by the image processing device. They can be used together or can be set separately. If they are set separately, the computer used by the laser scanner needs to establish a communication connection with the computer used for image processing. In this embodiment, the two share a computer.
所述激光扫描仪还集成有电荷耦合器件图像传感器(CCD,Charge Coupled Device),可以对待检测部位的影像进行记录。具体地的扫描过程为:在仪器内,控制器通过两个同步反射镜快速而有序地旋转,将激光脉冲发射体发出的激光脉冲依次扫过待检测部位,测量每个激光脉冲从发出经待检测部位表面再返回激光扫描仪所经过的时间来计算距离;同时,控制器控制和测量每个脉冲激光的角度,最后计算出激光点在待检测部位上的三维坐标,并根据返回激光扫描仪的激光脉冲返回的时间获得待检测部位的轮廓数据,并记录在所述CCD上。The laser scanner also integrates a charge coupled device image sensor (CCD, Charge Coupled Device), which can record the image of the part to be detected. The specific scanning process is: within the instrument, the controller rotates quickly and orderly through two synchronous mirrors, sweeps the laser pulses emitted by the laser pulse emitter through the site to be detected in order, and measures each laser pulse The distance from the surface of the part to be detected to the laser scanner is used to calculate the distance; at the same time, the controller controls and measures the angle of each pulse laser, and finally calculates the three-dimensional coordinates of the laser point on the part to be detected, and scans according to the returned laser The laser pulse return time of the instrument obtains the contour data of the part to be detected and records it on the CCD.
具体地,图像处理设备通过连接的导线或无线通信向所述激光扫描仪发送扫描指令;所述激光扫描仪响应于所述扫描指令,扫描所述矿井提升设备的待检测部位,获得待检测部位的轮廓数据,记录在所述CCD上,并将所述轮廓数据向所述图像处理设备发送。Specifically, the image processing device sends a scanning instruction to the laser scanner through a connected wire or wireless communication; the laser scanner responds to the scanning instruction, scans the to-be-detected portion of the mine hoisting equipment, and obtains the to-be-detected portion The contour data is recorded on the CCD, and the contour data is sent to the image processing device.
步骤202:在第一监测周期到来时,向至少两个图像获取设备中的各图像获取设备分别发送第一拍摄指令;Step 202: When the first monitoring cycle arrives, send a first shooting instruction to each of the at least two image acquisition devices;
获取所述图像获取设备响应于所述第一拍摄指令所拍摄的包含所述矿井提升设备的待检测部位的第一图像;Acquiring a first image captured by the image acquisition device in response to the first shooting instruction and including a portion to be detected of the mine hoisting device;
根据所述激光扫描仪发送的所述待检测部位的轮廓数据和所述第一图 像,确定各第一图像中的位于所述待检测部位上的特征部位,并获取各第一图像中的所述特征部位的像素属性信息,基于所述特征部位的像素属性信息、所述至少两个图像获取设备中的各图像获取设备的位置信息、以及所述至少两个图像获取设备中的各图像获取设备拍摄所述第一图像的成像参数,计算所述待检测部位的第一位置信息;Determining, according to the contour data of the part to be detected and the first image sent by the laser scanner, a feature part located on the part to be detected in each of the first images, and acquiring all of the first images The pixel attribute information of the characteristic part is based on the pixel attribute information of the characteristic part, position information of each image acquisition device in the at least two image acquisition devices, and each image acquisition in the at least two image acquisition devices. The device takes imaging parameters of the first image, and calculates first position information of the part to be detected;
这里,所述图像获取设备为工业相机,所述第一监测周期可以是在所述矿井提升设备的工作时间内,所述矿井提升设备的待检测部件可以在所述矿井提升设备的工作时间内呈现周期性的振动,并因为振动而产生位移;因此所述第一监测周期的时间长度小于所述待检测部件的振动周期。Here, the image acquisition device is an industrial camera, and the first monitoring cycle may be during the working time of the mine hoisting device, and the to-be-detected components of the mine hoisting device may be within the working time of the mine hoisting device. Periodic vibration occurs and displacement occurs due to the vibration; therefore, the time length of the first monitoring period is shorter than the vibration period of the component to be detected.
具体地,在所述向至少两个图像获取设备中的各图像获取设备分别发送第一拍摄指令之前,所述方法还包括:Specifically, before the sending a first shooting instruction to each of the at least two image acquisition devices, the method further includes:
所述图像处理设备对所述图像获取设备进行相机标定;The image processing device performs camera calibration on the image acquisition device;
所述图像处理设备在所述矿井提升设备未运行时获取静态标志物,以获取所述待检测部位的参照物。The image processing device acquires a static marker when the mine hoisting device is not running to acquire a reference object of the part to be detected.
在图像测量过程以及机器视觉应用中,为确定空间矿井提升设备表面某点的三维几何位置与其在图像中对应点之间的相互关系,必须建立相机成像的几何模型,这些几何模型参数就是相机参数。在大多数条件下这些参数必须通过实验与计算才能得到,这个求解参数的过程就称之为相机标定。无论是在图像测量或者机器视觉应用中,相机参数的标定都是非常关键的环节,其标定结果的精度及算法的稳定性直接影响相机工作产生结果的准确性。In the process of image measurement and machine vision application, in order to determine the relationship between the three-dimensional geometric position of a point on the surface of a space mine hoisting equipment and its corresponding point in the image, a geometric model of camera imaging must be established. These geometric model parameters are camera parameters . Under most conditions, these parameters must be obtained through experiments and calculations. This process of solving parameters is called camera calibration. Whether in image measurement or machine vision applications, the calibration of camera parameters is a very important link. The accuracy of the calibration results and the stability of the algorithm directly affect the accuracy of the results produced by the camera work.
所述图像处理设备在对图像获取设备进行相机标定后,还需在所述矿井提升设备未运行时获取静态标志物,以获取所述待检测部位的合适的参照物。After the image processing device calibrates the image acquisition device, the image processing device also needs to acquire a static marker when the mine hoisting device is not running, so as to obtain a suitable reference object for the part to be detected.
获取静态标志物,可以理解为对拍摄范围进行调整,使得拍摄的第一图像包括所述矿井提升设备的待检测部位和合适的背景参照物。Obtaining a static marker can be understood as adjusting the shooting range, so that the first image taken includes the to-be-detected part of the mine hoisting equipment and a suitable background reference.
进一步地,所述获取所述图像获取设备响应于所述第一拍摄指令所拍摄的包含所述矿井提升设备的待检测部位的第一图像,或获取所述图像获取设备响应于所述第二拍摄指令所拍摄的包含所述待检测部位的第二图像,包括:Further, the acquiring the image acquisition device in response to the first image captured by the first shooting instruction and including the to-be-detected part of the mine hoisting device, or acquiring the image acquisition device in response to the second The second image captured by the shooting instruction and including the part to be detected includes:
所述图像处理设备获取所述第一图像或所述第二图像中的预设序号的单帧图像。The image processing device acquires a single-frame image of a preset sequence number in the first image or the second image.
单帧图像就是一副静止的画面,连续的帧就形成动画,即图像获取设备在获取第一图像或第二图像时,是采取拍摄视频的方法,但图像处理设备处理时需要根据静止的画面进行处理。为了获得更稳定的画面和减少处理工作量,需要获取预定序号的单帧图像,而不是所有的单帧图像都处理;预定序号的单帧图像的获取可以根据不同拍摄条件下确定,不同拍摄条件下的预定序号可以根据多次试验确定,也可以根据实际处理效果进行调整。A single frame image is a still picture, and continuous frames form an animation. That is, when the image acquisition device acquires the first image or the second image, it takes a method of capturing video. However, the image processing device needs to process the still image according to the still image. For processing. In order to obtain a more stable picture and reduce the processing workload, it is necessary to obtain a single frame image of a predetermined sequence number, instead of processing all single frame images; the acquisition of a single frame image of a predetermined sequence number can be determined according to different shooting conditions and different shooting conditions. The next predetermined serial number can be determined based on multiple experiments, and can also be adjusted according to the actual processing effect.
进一步地,在所述获取各第一图像中的所述特征部位的像素属性信息或在所述获取各第二图像中的所述特征部位的像素属性信息之前,所述方法还包括:Further, before the acquiring the pixel attribute information of the characteristic part in each first image or before the acquiring the pixel attribute information of the characteristic part in each second image, the method further includes:
所述图像处理设备对从所述第一图像或第二图像获得的单帧图像进行降低处理量的预处理。The image processing device performs preprocessing for reducing a processing amount on a single frame image obtained from the first image or the second image.
更具体地,所述对从所述第一图像或第二图像获得的单帧图像进行降低处理量的预处理,包括:More specifically, the preprocessing for reducing a processing amount of a single frame image obtained from the first image or the second image includes:
所述图像处理设备对所述单帧图像进行灰度处理;Performing grayscale processing on the single-frame image by the image processing device;
所述图像处理设备对灰度处理后的图像进行降噪处理。The image processing device performs noise reduction processing on a gray-scale processed image.
所述图像处理设备对单帧图像进行灰度处理和降噪处理,均是为了去除与获取所述矿井提升设备的位移不相关的因素,更便于后期处理。The image processing equipment performs grayscale processing and noise reduction processing on a single frame of image to remove factors that are not related to obtaining the displacement of the mine hoisting equipment, and to facilitate post-processing.
所述图像处理设备计算所述待检测部位的第一位置信息包括:对预处理后的单帧图像进行立体视觉匹配和深度计算,即通过双目成像原理计算所述待检测部位的第一位置信息,具体参见图2,所述图像获取设备由左右两部相机组成,图中分别以下标l和r标注左、右相机的相应参数。世界坐标空间中一对象点A(X,Y,Z)在左右相机的成像面C l和C r上的像点分别为a l(u l,v l)和a r(u r,v r)。这两个像点是世界坐标空间中同一个对象点A的像,称为“共轭点”。知道了这两个共轭像点,分别作它们与各自相机的光心O l和O r的连线,即投影线a l O l和a r O r,它们的交点即为世界坐标空间中的对象点A(X,Y,Z)。 The image processing device calculating the first position information of the part to be detected includes: performing stereo vision matching and depth calculation on a pre-processed single frame image, that is, calculating the first position of the part to be detected by using a binocular imaging principle. For details, refer to FIG. 2. The image acquisition device is composed of two cameras, and the corresponding parameters of the left and right cameras are marked with subscripts l and r respectively in the figure. The image points of an object point A (X, Y, Z) in the world coordinate space on the imaging surfaces C l and C r of the left and right cameras are a l (u l , v l ) and a r (u r , v r ). These two image points are images of the same object point A in the world coordinate space and are called "conjugate points". Knowing these two conjugate image points, they are connected to the light centers O l and Or of the respective cameras, namely the projection lines a l O l and a r O r , and their intersections are in the world coordinate space. Object point A (X, Y, Z).
图3为本发明实施例矿井提升设备的位移监测系统中图像坐标变换原理示意图,如图3所示,通过世界坐标系和相机坐标系,即左摄像头坐标系和右摄像头坐标系的对应关系,进行坐标变换,可以求出对象点在世界坐标空间下的深度,求解的过程见下,以一部相机为例:FIG. 3 is a schematic diagram of an image coordinate transformation principle in a displacement monitoring system of a mine hoisting device according to an embodiment of the present invention. As shown in FIG. 3, according to a correspondence relationship between a world coordinate system and a camera coordinate system, that is, a left camera coordinate system and a right camera coordinate system, By performing coordinate transformation, the depth of the object point in world coordinate space can be obtained. The solution process is as follows. Take a camera as an example:
Figure PCTCN2018100300-appb-000001
Figure PCTCN2018100300-appb-000001
其中,[u,v,1] T是空间一点M的像点m在相机坐标系下的齐次坐标,A是相机的内参数矩阵,B是相机的外参数矩阵,P是3×4矩阵,
Figure PCTCN2018100300-appb-000002
为投影矩阵,表示M在世界坐标系下的齐次坐标。这样,完全可以推算出空间一点在相机坐标下的深度坐标Zc,再结合双目立体视觉系统坐标系,可以求出物点在世界坐标空间下的深度。其中,(u 0,v 0)为相机坐标系的原点在世界坐标系中的坐标;f(x,y)为以像素为单位的焦距;像素点(x w,y w,z w)在世界坐标系中的三维坐标。
Among them, [u, v, 1] T is the homogeneous coordinate of the image point m in space point M in the camera coordinate system, A is the internal parameter matrix of the camera, B is the external parameter matrix of the camera, and P is a 3 × 4 matrix ,
Figure PCTCN2018100300-appb-000002
Is the projection matrix, which represents the homogeneous coordinates of M in the world coordinate system. In this way, the depth coordinate Zc of a point in space under camera coordinates can be calculated completely, and combined with the binocular stereo vision system coordinate system, the depth of the object point in world coordinate space can be obtained. Where (u 0 , v 0 ) are the coordinates of the origin of the camera coordinate system in the world coordinate system; f (x, y) is the focal length in pixels; the pixel point (x w , y w , z w ) is Three-dimensional coordinates in the world coordinate system.
关于图3和表达式(1)均为双目成像原理的通用原理,不作详述。3 and Expression (1) are general principles of the binocular imaging principle and will not be described in detail.
步骤203:在第二监测周期到来时,所述图像处理设备向所述至少两个 图像获取设备中的各图像获取设备分别发送第二拍摄指令;Step 203: When the second monitoring cycle arrives, the image processing device sends a second shooting instruction to each of the at least two image acquisition devices;
各图像获取设备响应于所述第二拍摄指令,拍摄所述矿井提升设备的待检测部位的第二图像,并将所拍摄的包含所述待检测部位的第二图像向所述图像处理设备发送;Each image acquisition device responds to the second shooting instruction, captures a second image of a portion to be detected of the mine hoisting device, and sends the captured second image including the portion to be detected to the image processing device ;
根据所述激光扫描仪发送的所述待检测部位的轮廓数据和所述第二图像,确定各第二图像中的位于所述待检测部位上的特征部位,并获取各第二图像中的所述特征部位的像素属性信息,基于所述特征部位的像素属性信息、所述至少两个图像获取设备中的各图像获取设备的位置信息、以及所述至少两个图像获取设备中的各图像获取设备拍摄所述第二图像的成像参数,计算所述待检测部位的第二位置信息;Determining, according to the contour data of the part to be detected and the second image sent by the laser scanner, a feature part located on the part to be detected in each second image, and acquiring all the parts in each second image The pixel attribute information of the characteristic part is based on the pixel attribute information of the characteristic part, position information of each image acquisition device in the at least two image acquisition devices, and each image acquisition in the at least two image acquisition devices. The device takes an imaging parameter of the second image, and calculates second position information of the part to be detected;
所述图像处理设备计算所述待检测部位的第二位置信息同步骤202,不再赘述。The calculation of the second position information of the part to be detected by the image processing device is the same as step 202, and details are not described again.
步骤204:基于所述第一位置信息和所述第二位置信息确定所述待检测部位在所述第一监测周期至所述第二监测周期之间的位移;其中,所述第一监测周期和所述第二监测周期为相邻或非相邻的监测周期。Step 204: Determine a displacement of the part to be detected between the first monitoring period and the second monitoring period based on the first position information and the second position information; wherein, the first monitoring period And the second monitoring period is an adjacent or non-adjacent monitoring period.
所述图像处理设备基于所述第一位置信息和所述第二位置信息确定所述待检测部位在所述第一监测周期至所述第二监测周期之间的位移,这个位移就是本矿井提升设备位移监测方法需要的结果。The image processing device determines a displacement of the part to be detected between the first monitoring period and the second monitoring period based on the first position information and the second position information, and this displacement is the lift of the mine Results required for equipment displacement monitoring methods.
如果矿井提升设备位移监测系统在预设时间内设置有超过两个的多个监测周期,则能够确定出多个位移数值,在预设时间内的位移可以认为是位移数值最大的那个。If the displacement monitoring system of the mine hoisting equipment is set with more than two monitoring cycles within a preset time, multiple displacement values can be determined, and the displacement within the preset time can be considered as the one with the largest displacement value.
以下结合具体实施例,对本发明进行进一步详细说明。应当理解,此处所描述的具体实施例仅仅用以解释本发明,并不用于限定本发明。The present invention is further described in detail below with reference to specific embodiments. It should be understood that the specific embodiments described herein are only used to explain the present invention and are not intended to limit the present invention.
实施例一Example one
图4为本发明实施例一矿井多绳摩擦提升机钢丝绳的位移监测系统的示意图,如图4所示,所述矿井多绳摩擦提升机钢丝绳的位移监测系统包括激光扫描仪15、图像获取设备、图像采集装置5、电源箱6、信号发射器7、信号接收器8、监控显示器11和工业控制柜9。FIG. 4 is a schematic diagram of a displacement monitoring system for a multi-rope friction hoist steel wire rope according to a first embodiment of the present invention. As shown in FIG. 4, the displacement monitoring system for the multi-rope friction hoist steel wire rope includes a laser scanner 15 and an image acquisition device , Image acquisition device 5, power supply box 6, signal transmitter 7, signal receiver 8, monitoring display 11, and industrial control cabinet 9.
这里,所述矿井多绳摩擦提升机钢丝绳的位移监测系统用于监测矿井多绳摩擦提升机的钢丝绳16,所述钢丝绳16一端固定于提升机天轮,另一端负载提升容器17,所述提升容器17在所述矿井18内上下运动,用于运送货物或矿工;为了不影响矿井多绳摩擦提升机的运行,所述位移监测系统会远离所述矿井18预设的距离,最远可以达到100米以上。Here, the mine multi-rope friction hoist wire rope displacement monitoring system is used to monitor the mine multi-rope friction hoist wire rope 16. One end of the wire rope 16 is fixed to the hoist wheel, and the other end is loaded with a hoisting container 17, and the hoisting The container 17 moves up and down in the mine 18 for conveying goods or miners. In order not to affect the operation of the multi-rope friction hoist of the mine, the displacement monitoring system will be far from the preset distance of the mine 18, and the farthest can be reached Above 100 meters.
而所述激光扫描仪15,可以帮助图像处理设备快速确定各图像中的位于所述待检测部位上的特征部位,而无需另外设置背景屏或近距离获取图像。The laser scanner 15 can help the image processing device to quickly determine the characteristic part of each image located on the part to be detected, without the need to additionally set a background screen or acquire an image at a short distance.
其中,结合图5所示,所述图像获取设备包括:两个工业相机即左相机2、右相机4,LED光源1和相机架3;结合图6所示;所述工业控制柜 9包括机柜10,所述监控显示器11和工业计算机13均安装在机柜10内,所述工业计算机13还设置有输入设备,即键盘12和鼠标(图中未示出),所述机柜10内还设有有声光报警装置14,所述声光报警装置14电连接所述工业计算机13。Wherein, as shown in FIG. 5, the image acquisition device includes: two industrial cameras, namely left camera 2, right camera 4, LED light source 1, and camera mount 3; as shown in FIG. 6; the industrial control cabinet 9 includes a cabinet 10. The monitoring display 11 and the industrial computer 13 are both installed in the cabinet 10. The industrial computer 13 is also provided with input devices, namely a keyboard 12 and a mouse (not shown in the figure). The cabinet 10 is also provided with There is a sound and light alarm device 14, and the sound and light alarm device 14 is electrically connected to the industrial computer 13.
所述激光扫描仪15,用于扫描所述钢丝绳16的轮廓,获得所述钢丝绳16的轮廓数据;这样,这样图像获取设备无需近距离获取图像。The laser scanner 15 is configured to scan the contour of the steel wire rope 16 to obtain the contour data of the steel wire rope 16; in this way, the image acquisition device does not need to acquire an image at a close distance.
所述左相机2和右相机4,用于拍摄所述钢丝绳16的工作视频,获得所述钢丝绳16的视频信息;The left camera 2 and the right camera 4 are used to shoot a working video of the wire rope 16 and obtain video information of the wire rope 16;
所述LED光源1,用于增加所述钢丝绳16表面的亮度,以使所述工业相机拍摄的更清楚;The LED light source 1 is used to increase the brightness of the surface of the wire rope 16 so that the industrial camera can shoot more clearly;
所述相机架3,用于固定所述左相机2和右相机4;The camera mount 3 is configured to fix the left camera 2 and the right camera 4;
所述图像采集装置5,用于采集左相机2和右相机4拍摄的所述视频信息;所述图像采集装置5为多通道式同步采集装置;The image acquisition device 5 is configured to collect the video information captured by the left camera 2 and the right camera 4; the image acquisition device 5 is a multi-channel synchronous acquisition device;
所述信号发射器7,用于将图像采集装置5采集的所述视频信息发送给所述工业计算机13;The signal transmitter 7 is configured to send the video information collected by the image acquisition device 5 to the industrial computer 13;
所述信号接收器8,用于接收所述信号发射器7发送的所述视频信息,并传递给所述工业计算机13;The signal receiver 8 is configured to receive the video information sent by the signal transmitter 7 and pass the video information to the industrial computer 13;
所述工业计算机13,用于根据所述述钢丝绳16的轮廓数据和所述钢丝绳16的视频信息,处理所述轮廓数据和所述视频信息,获得所述钢丝绳16的位移数据;具体地,所述工业计算机13具体可以是一台具有监测分析软件的工业一体计算机。The industrial computer 13 is configured to obtain the displacement data of the steel wire rope 16 according to the contour data of the steel wire rope 16 and the video information of the steel wire rope 16 to process the contour data and the video information; The industrial computer 13 may be an industrial integrated computer with monitoring and analysis software.
所述监控显示器11,用于显示所述视频信息和所述提升机钢丝绳的位移数据;The monitoring display 11 is configured to display the video information and the displacement data of the hoist rope;
所述声光报警装置14,用于所述钢丝绳16极短时间内振动幅度变化巨大时或其它异常情况下的报警;The acousto-optic alarm device 14 is used for alarming when the vibration amplitude of the steel wire rope 16 changes greatly in a very short time or in other abnormal situations;
所述电源箱6,用于给所述左相机2、右相机4、LED光源1、信号发射器7、信号接收器8提供电能。由于本实施例的矿井多绳摩擦提升机钢丝绳常用于煤矿等易燃矿井,因此所述电源箱6采用隔爆兼本质安全型电源箱,具体是隔爆兼本质安全型电源箱,额定电压为24V,容量为1536Wh。The power supply box 6 is configured to provide power to the left camera 2, the right camera 4, the LED light source 1, the signal transmitter 7, and the signal receiver 8. Since the multi-rope friction hoist steel wire rope of this embodiment is often used in flammable mines such as coal mines, the power box 6 uses a flameproof and intrinsically safe power box, specifically a flameproof and intrinsically safe power box. The rated voltage is 24V, with a capacity of 1536Wh.
同理,所述工业控制柜9为防爆控制柜。Similarly, the industrial control cabinet 9 is an explosion-proof control cabinet.
所述矿井多绳摩擦提升机钢丝绳的位移监测系统的工作过程为:图像采集装置5采集激光扫描仪15扫描的所述钢丝绳16轮廓的轮廓数据,通过信号发射器7发送到所述工业计算机13;图像采集装置5采集左相机2和右相机4拍摄的视频信息,通过信号发射器7发送到所述工业计算机13;所述工业计算机13对所述轮廓数据和所述视频信息进行处理,获得所述提升机钢丝绳的位移数据,根据所述位移数据判断所述提升机钢丝绳的工作状态,如果工作状态异常就触发声光报警装置14报警。The working process of the displacement monitoring system for the steel wire rope of the multi-rope friction hoist is: the image acquisition device 5 collects the outline data of the wire rope 16 outline scanned by the laser scanner 15 and sends it to the industrial computer 13 through the signal transmitter 7 The image acquisition device 5 collects video information captured by the left camera 2 and the right camera 4 and sends the video information to the industrial computer 13 through the signal transmitter 7; the industrial computer 13 processes the contour data and the video information to obtain The displacement data of the hoisting rope is used to judge the working state of the hoisting rope according to the displacement data. If the working state is abnormal, the sound and light alarm device 14 is triggered to give an alarm.
图7为本发明实施例一矿井多绳摩擦提升机钢丝绳的位移监测系统的 结构示意图,如图7所示,所述提升机钢丝绳振动的位移监测系统包括激光扫描仪30、左相机31、右相机32、图像采集装置33、数据传输装置34、工业控制柜35、工业计算机36、监控显示器37和声光报警装置38;其中,FIG. 7 is a schematic structural diagram of a displacement monitoring system for a multi-rope friction hoist wire rope of a mine according to a first embodiment of the present invention. As shown in FIG. 7, the hoist wire rope vibration displacement monitoring system includes a laser scanner 30, a left camera 31, and a right Camera 32, image acquisition device 33, data transmission device 34, industrial control cabinet 35, industrial computer 36, monitoring display 37 and sound and light alarm device 38;
所述激光扫描仪30,用于扫描所述提升机钢丝绳的轮廓,获得所述提升机钢丝绳的轮廓数据,并发送给所述工业计算机36;The laser scanner 30 is configured to scan the contour of the hoist rope, obtain the contour data of the hoist rope, and send the profile data to the industrial computer 36;
所述左相机31和右相机32,用于拍摄所述提升机钢丝绳的工作视频;The left camera 31 and the right camera 32 are used to shoot a working video of the hoist rope;
所述图像采集装置33,用于采集左相机31和右相机32拍摄的视频信息;The image acquisition device 33 is configured to collect video information captured by the left camera 31 and the right camera 32;
所述数据传输装置34,用于将图像采集装置33采集的视频信息发送给所述工业计算机13,即对应于上文的第一数据传输装置;The data transmission device 34 is configured to send video information collected by the image acquisition device 33 to the industrial computer 13, that is, the first data transmission device corresponding to the foregoing;
所述工业控制柜35,用于安装工业计算机36和保护工业计算机36;The industrial control cabinet 35 is used for installing an industrial computer 36 and protecting the industrial computer 36;
所述工业计算机36,用于根据所述激光扫描仪30获得的所述提升机钢丝绳的轮廓数据和所述左相机31、右相机32拍摄的视频信息,处理所述视频信息,获得所述提升机钢丝绳的位移数据;The industrial computer 36 is configured to process the video information according to the contour data of the hoist wire rope obtained by the laser scanner 30 and video information captured by the left camera 31 and the right camera 32 to obtain the lift Displacement data of the machine wire rope;
所述监控显示器37,用于显示所述视频信息和所述提升机钢丝绳的位移数据;The monitoring display 37 is configured to display the video information and the displacement data of the hoist rope;
所述声光报警装置38,用于所述提升机钢丝绳极短时间内振动幅度变化巨大时或其它异常情况下的报警。The acousto-optic alarm device 38 is used for alarming when the vibration amplitude of the hoist wire rope changes greatly within a short period of time or under other abnormal conditions.
图8为本发明实施例一矿井提升机钢丝绳的位移监测系统中无线传输装置设置跳频的示意图,如图8所示,在发射端,先对输入的信号进行基带调制,通常是频移键控(FSK,Frequency-shift keying)调制,然后再与伪随机(PN,Pseudorandom Noise)码控制下的频率合成器产生的本振信号进行混频或变频,得到伪随机跳变的射频信号,所述本振信号是一种射频载波,是通过将PN码输入频率合成器进行可变频率合成获得。在接收端,用与发射端相同的PN码控制本地频率合成器,将接收的信号与本地频率合成器的信号混频,得到基带调制信号,然后再进行基带解调,恢复出信号。从原理中可以看出,跳频通信是瞬时窄带通信,在每一个频率的驻留时间内,所占的信道的带宽是很窄的,但由于频率跳变的速率比较高,所以从宏观看,跳频系统还是宽带系统,即扩展了频谱。通过设置调频,大大提高了无线信号传输的抗干扰能力。FIG. 8 is a schematic diagram of setting a frequency hopping of a wireless transmission device in a displacement monitoring system of a steel wire rope of a mine hoist according to a first embodiment of the present invention. As shown in FIG. 8, at the transmitting end, the input signal is firstly subjected to baseband modulation, usually a frequency shift key. Frequency-shift keying (FSK) modulation, and then mixing or frequency conversion with a local oscillator signal generated by a frequency synthesizer controlled by a pseudo-random (PN) code. The local oscillator signal is a radio frequency carrier, which is obtained by inputting a PN code into a frequency synthesizer for variable frequency synthesis. At the receiving end, the local frequency synthesizer is controlled with the same PN code as the transmitting end, and the received signal is mixed with the signal of the local frequency synthesizer to obtain a baseband modulated signal, which is then demodulated to recover the signal. It can be seen from the principle that frequency-hopping communication is instantaneous narrow-band communication. During the dwell time of each frequency, the bandwidth of the occupied channel is very narrow. However, because the frequency hopping rate is relatively high, from a macro perspective The frequency hopping system is also a broadband system, that is, the spectrum is expanded. By setting the frequency modulation, the anti-interference ability of wireless signal transmission is greatly improved.
这里,所述无线传输装置为采用无线通信技术的前述数据传输装置,在图像采集装置和工业计算机之间距离较远或不适合采用有线连接时可以采用无线传输装置。另外,所述无线传输装置也可以用于工业计算机和监控显示器之间的数据传输,即对应于前述的第二数据传输装置。Here, the wireless transmission device is the aforementioned data transmission device using wireless communication technology. The wireless transmission device may be used when the distance between the image acquisition device and the industrial computer is long or it is not suitable to use a wired connection. In addition, the wireless transmission device may also be used for data transmission between an industrial computer and a monitor display, that is, corresponding to the aforementioned second data transmission device.
实施例二Example two
图9为本发明实施例二矿井提升设备钢丝绳的位移监测方法的流程示意图,如图9所示,所述矿井提升设备钢丝绳的位移监测方法包括如下步骤:FIG. 9 is a schematic flow chart of a method for monitoring the displacement of a steel rope of a hoisting equipment in a second embodiment of the present invention. As shown in FIG. 9, the method for monitoring the displacement of a steel rope of a hoisting equipment includes the following steps:
步骤500:相机标定矫正;Step 500: camera calibration and correction;
获取图像前先进行左右相机的标定与矫正,消除相机本身带来的图像畸变。Calibrate and correct the left and right cameras before acquiring images to eliminate image distortion caused by the camera itself.
步骤501:静态标志物获取;Step 501: Obtain a static marker;
在钢丝绳未运行状态下拍摄静态标志物,以获取标尺。Take static markers while the rope is not running to obtain a ruler.
步骤502:激光扫描;Step 502: laser scanning;
扫描所述提升机钢丝绳的轮廓,获得所述提升机钢丝绳的轮廓数据。The contour of the hoist rope is scanned to obtain contour data of the hoist rope.
步骤503:视频流拍摄传输;Step 503: video stream shooting transmission;
监测开始后,拍摄提升设备钢丝绳运行视频,并传输至工业控制柜,视频分别传至工业计算机中,并在监控显示器显示所述视频或工业计算机处理结果。After the monitoring is started, a video of the operation of the hoisting equipment wire rope is taken and transmitted to the industrial control cabinet. The video is transmitted to the industrial computer respectively, and the video or the industrial computer processing result is displayed on the monitoring display.
步骤504:提取单帧图像;Step 504: extract a single frame image;
工业计算机的图像处理应用获取左右相机的单帧图像。The image processing application of the industrial computer acquires a single frame image of the left and right cameras.
步骤505:图像灰度处理;Step 505: image grayscale processing;
工业计算机的图像处理应用对单帧图像进行灰度处理。An image processing application of an industrial computer performs grayscale processing on a single frame of image.
步骤506:图像降噪滤波;Step 506: image noise reduction filtering;
工业计算机的图像处理应用对灰度处理后的图像进行降噪滤波处理。The image processing application of the industrial computer performs noise reduction filtering on the grayscale processed image.
步骤507:立体匹配;Step 507: stereo matching;
工业计算机的图像处理应用对降噪滤波后的图像进行立体匹配。The image processing application of industrial computer performs stereo matching on the image after noise reduction and filtering.
步骤508:三维深度计算;Step 508: Three-dimensional depth calculation.
工业计算机的图像处理应用对立体匹配后的图像进行三维深度计算。The image processing application of the industrial computer performs three-dimensional depth calculation on the stereo matched image.
步骤509:位移获取;Step 509: displacement acquisition;
三维深度计算完成后,工业计算机的图像处理应用获取所述矿井提升设备在横向、纵向的振幅,即获得所述矿井提升设备的横向、纵向位移。After the three-dimensional depth calculation is completed, the image processing application of the industrial computer obtains the lateral and longitudinal amplitudes of the mine hoisting equipment, that is, the lateral and longitudinal displacements of the mine hoisting equipment.
步骤510:数据保存;Step 510: data saving;
工业计算机将获取的所述矿井提升设备的横向、纵向位移数据进行保存,以便调用。所述工业计算机还可以根据监测结果,制作所述矿井提升设备的“横向振动曲线”和“纵向振动曲线”,所述横向振动曲线的横坐标为监测时间,纵坐标默认为横向振动位移,默认钢丝绳向右为正向位移,所述矿井提升设备的移动方向可以自定义。The industrial computer saves the acquired lateral and longitudinal displacement data of the mine hoisting equipment for recall. The industrial computer may also make a “transverse vibration curve” and a “longitudinal vibration curve” of the mine hoisting equipment according to the monitoring results. The horizontal coordinate of the horizontal vibration curve is the monitoring time, and the vertical coordinate is the horizontal vibration displacement by default. The wire rope is displaced to the right, and the moving direction of the mine hoisting equipment can be customized.
另外,工业计算机可通过在提升过程中对钢丝绳的监测,对矿井提升机钢丝绳的健康程度进行初步评判,并生成日报表,报表可直接打印,也可以保存。In addition, the industrial computer can make a preliminary assessment of the health of the wire rope of the mine hoist by monitoring the wire rope during the lifting process, and generate daily reports, which can be printed directly or saved.
步骤511:异常报警。Step 511: abnormal alarm.
所述提升机钢丝绳在极短时间内振动幅度变化巨大时,所述工业计算机判断为异常,触发声光报警装置报警;还有,通过对振动位移变化曲线的分析可及时发现异常振动或振动突变,也会触发声光报警装置报警。When the vibration amplitude of the hoist wire rope changes greatly in a very short period of time, the industrial computer judges that it is abnormal and triggers the sound and light alarm device to alarm; in addition, the analysis of the vibration displacement change curve can timely find abnormal vibration or sudden changes in vibration , Will also trigger the sound and light alarm device alarm.
实施例三Example three
图10为本发明实施例三矿井多绳摩擦提升机天轮的位移监测系统的示意图,如图10所示,所述矿井多绳摩擦提升机天轮的位移监测系统包括图像获取设备、工业计算机67、信号发射器68、信号接收器69、监控主机70、声光报警器71和打印机72。FIG. 10 is a schematic diagram of a displacement monitoring system of a multi-rope friction hoist wheel of a third mine according to an embodiment of the present invention. As shown in FIG. 10, the displacement monitoring system of the multi-rope friction hoist wheel of the mine includes an image acquisition device and an industrial computer. 67. Signal transmitter 68, signal receiver 69, monitoring host 70, sound and light alarm 71, and printer 72.
其中,所述图像获取设备包括激光扫描仪60、工业相机、LED照明灯65和立体靶标66,所述工业相机包括第一相机61、第二相机62、第三相机63和第四相机64。The image acquisition device includes a laser scanner 60, an industrial camera, LED lighting 65, and a stereo target 66. The industrial camera includes a first camera 61, a second camera 62, a third camera 63, and a fourth camera 64.
激光扫描仪60,用于扫描天轮的轮廓,得到天轮的轮廓数据;The laser scanner 60 is configured to scan the contour of the sun wheel to obtain the contour data of the sun wheel;
所述第一相机61、第二相机62、第三相机63和第四相机64,用于拍摄天轮的工作视频,得到视频信息;The first camera 61, the second camera 62, the third camera 63, and the fourth camera 64 are used to capture a working video of the sky wheel to obtain video information;
所述LED照明灯65,用于增加天轮表面的亮度,以使所述工业相机拍摄的更清楚;The LED illuminating lamp 65 is used to increase the brightness of the surface of the sky wheel, so that the industrial camera can shoot more clearly;
所述立体靶标66,用于对工业相机进行标定与矫正,消除工业相机本身带来的图像畸变;The three-dimensional target 66 is used for calibrating and correcting an industrial camera to eliminate image distortion caused by the industrial camera itself;
所述工业计算机67,用于处理所述轮廓数据和所述视频信息,获得所述天轮的位移数据;The industrial computer 67 is configured to process the contour data and the video information to obtain displacement data of the sky wheel;
所述信号发射器68,用于将工业计算机67获得的所述天轮的位移数据发送给监控显示器70;The signal transmitter 68 is configured to send the displacement data of the sun wheel obtained by the industrial computer 67 to the monitoring display 70;
所述信号接收器69,用于接收所述信号发射器68发送的所述天轮的位移数据,并传递给所述监控显示器70;The signal receiver 69 is configured to receive the displacement data of the sky wheel sent by the signal transmitter 68 and transmit the displacement data to the monitoring display 70;
所述监控主机70,用于显示信号接收器69接收的所述天轮的位移数据;The monitoring host 70 is configured to display displacement data of the sky wheel received by the signal receiver 69;
所述声光报警装置71,用于天轮极短时间内振动幅度变化巨大时或其它异常情况下的报警;The acousto-optic alarm device 71 is used for alarming when the amplitude of the vibration of the skywheel changes greatly or in other abnormal conditions in a short time;
所述打印机72,用于将天轮的位移数据打印出来。The printer 72 is configured to print out displacement data of the sun wheel.
图11为本发明实施例三矿井多绳摩擦提升机天轮的位移监测系统的结构示意图,如图11所示,所述矿井多绳摩擦提升机天轮的位移监测系统包括:立体视觉采集系统、图像处理系统、数据传输系统和显示与操作系统;其中,FIG. 11 is a schematic structural diagram of a displacement monitoring system of a multi-rope friction hoist wheel of a third mine according to an embodiment of the present invention. As shown in FIG. 11, the displacement monitoring system of the multi-rope friction hoist wheel of the mine includes a stereo vision acquisition system. , Image processing system, data transmission system and display and operating system; among them,
所述立体视觉采集系统,包括激光扫描仪、LED照明灯、CCD相机、立体靶标和多通道同步采集装置;所述激光扫描仪,用于扫描天轮的轮廓,得到天轮的轮廓数据;所述LED照明灯,用于增加天轮表面的亮度,以使所述CCD相机拍摄的更清楚;所述CCD相机,用于拍摄天轮的工作视频,得到视频信息;所述立体靶标,用于对CCD相机进行标定与矫正,消除CCD相机本身带来的图像畸变;所述多通道同步采集装置,用于采集激光扫描仪扫描的轮廓数据和CCD相机拍摄的视频信息,并发送给所述图像处理系统;The stereo vision acquisition system includes a laser scanner, an LED lighting lamp, a CCD camera, a three-dimensional target, and a multi-channel synchronous acquisition device; the laser scanner is used to scan the contour of the sky wheel to obtain the contour data of the sky wheel; The LED illuminating lamp is used to increase the brightness of the surface of the sky wheel so that the CCD camera can shoot more clearly; the CCD camera is used to record the working video of the sky wheel to obtain video information; the stereo target is used for The CCD camera is calibrated and corrected to eliminate image distortion caused by the CCD camera itself; the multi-channel synchronous acquisition device is used to collect contour data scanned by a laser scanner and video information captured by the CCD camera and send it to the image Processing system
所述图像处理系统,包括防护壳、工业一体计算机和存储器;所述防护壳,用于安装在所述工业一体计算机的外表面,保护所述工业一体计算 机;所述工业一体计算机,安装有图像识别与处理软件,用于接收所述多通道同步采集装置传输的轮廓数据和视频信息,处理所述轮廓数据和所述视频信息,获得所述天轮的位移数据;所述存储器,用于保存所述多通道同步采集装置传输的轮廓数据、视频信息以及所述工业一体计算机的处理结果、即天轮的位移数据;The image processing system includes a protective case, an industrial integrated computer, and a memory; the protective case is installed on an outer surface of the industrial integrated computer to protect the industrial integrated computer; and the industrial integrated computer is provided with an image Identification and processing software for receiving contour data and video information transmitted by the multi-channel synchronous acquisition device, processing the contour data and video information, obtaining displacement data of the sky wheel; and the memory for storing Contour data, video information transmitted by the multi-channel synchronous acquisition device, and processing results of the industrial integrated computer, that is, displacement data of the sky wheel;
所述数据传输系统,包括无线发射装置和无线接收装置,所述无线发射装置,用于将所述工业一体计算机的处理结果发送到所述显示与操作系统,所述无线接收装置用于接收所述无线发射装置发送的处理结果,并传递到所述显示与操作系统;实际应用中,所述数据传输系统采用点对点无线网桥装置,参见图10,包括无线发射装置68和无线接收装置69,最佳传输距离为0-3公里,最大传输速率达到300Mbps,采用以太网供电(POE,Power Over Ethernet)电源。无线发射装置68与所述图像处理系统相连接,无线接收装置69连接到所述显示与操作系统。The data transmission system includes a wireless transmitting device and a wireless receiving device. The wireless transmitting device is configured to send the processing result of the industrial integrated computer to the display and operating system. The wireless receiving device is configured to receive all The processing result sent by the wireless transmitting device is transmitted to the display and operating system. In practical applications, the data transmission system uses a point-to-point wireless bridge device. See FIG. 10, including a wireless transmitting device 68 and a wireless receiving device 69. The best transmission distance is 0-3 kilometers, the maximum transmission rate is 300Mbps, and power over Ethernet (POE, Power Over Ethernet) power is used. A wireless transmitting device 68 is connected to the image processing system, and a wireless receiving device 69 is connected to the display and operating system.
所述显示与操作系统,包括监控主机、声光报警装置和打印机,所述监控主机,用于显示所述天轮的位移数据;所述声光报警装置,用于天轮极短时间内振动幅度变化巨大时或其它异常情况下的报警;所述打印机,用于将天轮的位移数据打印出来。The display and operating system includes a monitoring host, an acousto-optic alarm device, and a printer. The monitoring host is used to display the displacement data of the skywheel. The acousto-optic alarm device is used to vibrate the skywheel in a very short time. Alarm when the amplitude changes greatly or in other abnormal situations; the printer is used to print out the displacement data of the sun wheel.
进一步地,所述矿井多绳摩擦提升机天轮的位移监测系统还包括电源电气系统,所述电源电气系统包括隔爆兼本质安全型电源箱和电气设备,隔爆兼本质安全型电源箱额定电压为24V,容量为1536Wh。Further, the displacement monitoring system of the mine multi-rope friction hoist wheel includes a power supply electrical system, the power supply electrical system includes a flameproof and intrinsically safe power box and electrical equipment, and the flameproof and intrinsically safe power box is rated The voltage is 24V and the capacity is 1536Wh.
图12为本发明实施例三矿井多绳摩擦提升机天轮的位移监测系统中图像获取设备标定的立体靶标的示意图,如图12所示,立体靶标共有六个,分别为A1、A2、A3、A4、A5和A6,具体工作过程为:将立体靶标置于相机镜头内,通过相机坐标系、世界坐标系、靶标坐标系之间的变化关系,采用标准标定法对左右相机进行标定与矫正,消除相机本身带来的图像畸变。FIG. 12 is a schematic diagram of a three-dimensional target calibrated by an image acquisition device in a displacement monitoring system of a multi-rope friction hoist wheel of a third mine according to an embodiment of the present invention. As shown in FIG. , A4, A5, and A6, the specific working process is: placing the stereo target in the camera lens, and using the standard calibration method to calibrate and correct the left and right cameras through the change relationship between the camera coordinate system, the world coordinate system, and the target coordinate system. To eliminate image distortion caused by the camera itself.
本发明实施例矿井多绳摩擦提升机天轮的位移监测系统在监测过程中,也执行如前述实施例矿井多绳摩擦提升机钢丝绳的位移监测方法所述的步骤,不再赘述。In the monitoring process of the displacement monitoring system of the multi-rope friction hoist pulley of the embodiment of the present invention, the steps described in the displacement monitoring method of the steel wire rope of the multi-rope friction hoist of the previous embodiment are also performed, and details are not described again.
以上所述,仅为本发明的较佳实施例而已,并非用于限定本发明的保护范围,凡在本发明的精神和原则之内所作的任何修改、等同替换和改进等,均应包含在本发明的保护范围之内。The above description is only the preferred embodiments of the present invention, and is not intended to limit the protection scope of the present invention. Any modification, equivalent replacement, and improvement made within the spirit and principle of the present invention shall be included in Within the scope of the present invention.
工业实用性Industrial applicability
本发明实施例的矿井提升设备的位移监测系统及方法,能实时监测所述矿井提升设备因振动而产生的位移,获知所述矿井提升设备的工作状态,提升工作过程的安全程度。The displacement monitoring system and method of the mine hoisting equipment according to the embodiments of the present invention can monitor the displacement of the mine hoisting equipment due to vibration in real time, learn the working state of the mine hoisting equipment, and improve the safety of the working process.

Claims (10)

  1. 一种矿井提升设备的位移监测系统,所述系统包括图像处理设备、激光扫描仪和至少两个图像获取设备,所述图像处理设备分别与所述激光扫描仪和所述图像获取设备电连接;所述至少两个图像获取设备中的各图像获取设备所处位置不同,且在所述矿井提升设备提升过程中,能拍摄所述矿井提升设备的待检测部位;A displacement monitoring system for a mine hoisting device, the system comprising an image processing device, a laser scanner, and at least two image acquisition devices, the image processing device being electrically connected to the laser scanner and the image acquisition device, respectively; Each of the at least two image acquisition devices is located at a different position, and during the lifting process of the mine hoisting device, can photograph the to-be-detected part of the mine hoisting device;
    所述图像处理设备向所述激光扫描仪发送扫描指令;所述激光扫描仪响应于所述扫描指令,扫描所述矿井提升设备的待检测部位,并将所述待检测部位的轮廓数据向所述图像处理设备发送;The image processing device sends a scanning instruction to the laser scanner; in response to the scanning instruction, the laser scanner scans a to-be-detected portion of the mine hoisting equipment, and sends contour data of the to-be-detected portion to the The image processing equipment sends;
    在第一监测周期到来时,所述图像处理设备向所述至少两个图像获取设备中的各图像获取设备分别发送第一拍摄指令;When the first monitoring cycle arrives, the image processing device sends a first shooting instruction to each of the at least two image acquisition devices;
    各图像获取设备响应于所述第一拍摄指令,拍摄所述矿井提升设备的待检测部位的第一图像,并将所拍摄的包含所述待检测部位的第一图像向所述图像处理设备发送;Each image acquisition device responds to the first shooting instruction, captures a first image of a portion to be detected of the mine hoisting device, and sends the captured first image including the portion to be detected to the image processing device ;
    所述图像处理设备根据所述激光扫描仪发送的所述待检测部位的轮廓数据和所述第一图像,确定各第一图像中的位于所述待检测部位上的特征部位,并获取各第一图像中的所述特征部位的像素属性信息,基于所述特征部位的像素属性信息、所述至少两个图像获取设备中的各图像获取设备的位置信息、以及所述至少两个图像获取设备中的各图像获取设备拍摄所述第一图像的成像参数,计算所述待检测部位的第一位置信息;The image processing device determines, based on the contour data of the part to be detected and the first image sent by the laser scanner, a feature part located on the part to be detected in each first image, and acquires each first part. Pixel attribute information of the characteristic part in an image, based on the pixel attribute information of the characteristic part, position information of each image acquisition device in the at least two image acquisition devices, and the at least two image acquisition devices Each image acquisition device in the image captures imaging parameters of the first image, and calculates first position information of the part to be detected;
    在第二监测周期到来时,所述图像处理设备向所述至少两个图像获取设备中的各图像获取设备分别发送第二拍摄指令;When the second monitoring cycle arrives, the image processing device sends a second shooting instruction to each of the at least two image acquisition devices;
    各图像获取设备响应于所述第二拍摄指令,拍摄所述矿井提升设备的待检测部位的第二图像,并将所拍摄的包含所述待检测部位的第二图像向所述图像处理设备发送;Each image acquisition device responds to the second shooting instruction, captures a second image of a portion to be detected of the mine hoisting device, and sends the captured second image including the portion to be detected to the image processing device ;
    所述图像处理设备根据所述激光扫描仪发送的所述待检测部位的轮廓数据和所述第二图像,确定各第二图像中的位于所述待检测部位上的特征部位,并获取各第二图像中的所述特征部位的像素属性信息,基于所述特征部位的像素属性信息、所述至少两个图像获取设备中的各图像获取设备的位置信息、以及所述至少两个图像获取设备中的各图像获取设备拍摄所述第二图像的成像参数,计算所述待检测部位的第二位置信息;The image processing device determines, based on the contour data of the part to be detected and the second image sent by the laser scanner, a feature part located on the part to be detected in each second image, and acquires each first part. The pixel attribute information of the characteristic parts in the two images is based on the pixel attribute information of the characteristic parts, the position information of each image acquisition device in the at least two image acquisition devices, and the at least two image acquisition devices Each of the image acquisition devices in the image captures imaging parameters of the second image, and calculates second position information of the part to be detected;
    所述图像处理设备基于所述第一位置信息和所述第二位置信息确定所述待检测部位在所述第一监测周期至所述第二监测周期之间的位移;其中,所述第一监测周期和所述第二监测周期为相邻或非相邻的监测周 期。The image processing device determines a displacement of the part to be detected between the first monitoring period and the second monitoring period based on the first position information and the second position information; wherein the first The monitoring period and the second monitoring period are adjacent or non-adjacent monitoring periods.
  2. 根据权利要求1所述的矿井提升设备的位移监测系统,其中,所述特征部位包括具有缩放不变性、平移不变性、旋转不变性和光照不变性的部位。The displacement monitoring system of a mine hoisting device according to claim 1, wherein the characteristic portion includes a portion having a scaling invariance, a translation invariance, a rotation invariance, and a light invariance.
  3. 根据权利要求1所述的矿井提升设备的位移监测系统,其中,所述特征部位包括设置于所述待检测部位上的、具有缩放不变性、平移不变性、旋转不变性和光照不变性的点。The displacement monitoring system of a mine hoisting device according to claim 1, wherein the characteristic portion includes a point provided on the portion to be detected and having invariance of zoom, translation, rotation, and illumination. .
  4. 根据权利要求1所述的矿井提升设备的位移监测系统,其中,所述特征部位包括易于进行图像分类、图像检索和宽基线匹配的部位。The displacement monitoring system for a mine hoisting device according to claim 1, wherein the characteristic portion includes a portion where image classification, image retrieval, and wide baseline matching are easy to perform.
  5. 根据权利要求1至3任所述的矿井提升设备的位移监测系统,其中于,所述系统还包括显示器,所述显示器用于显示所述图像获取设备获取的图像或所述图像处理设备对所述图像处理后获得的数据。The displacement monitoring system for a mine hoisting device according to any one of claims 1 to 3, wherein the system further comprises a display for displaying an image acquired by the image acquisition device or an image processing device The data obtained after image processing are described.
  6. 一种矿井提升设备的位移监测方法,所述方法包括:A displacement monitoring method for mine hoisting equipment, the method includes:
    向激光扫描仪发送扫描指令;所述激光扫描仪响应于所述扫描指令,扫描所述矿井提升设备的待检测部位,并将所述待检测部位的轮廓数据向图像处理设备发送;Sending a scanning instruction to a laser scanner; in response to the scanning instruction, the laser scanner scans a portion to be detected of the mine hoisting equipment, and sends contour data of the portion to be detected to an image processing device;
    在第一监测周期到来时,向至少两个图像获取设备中的各图像获取设备分别发送第一拍摄指令;When the first monitoring period arrives, sending a first shooting instruction to each of the at least two image acquisition devices;
    获取所述图像获取设备响应于所述第一拍摄指令所拍摄的包含所述矿井提升设备的待检测部位的第一图像;Acquiring a first image captured by the image acquisition device in response to the first shooting instruction and including a portion to be detected of the mine hoisting device;
    根据所述激光扫描仪发送的所述待检测部位的轮廓数据和所述第一图像,确定各第一图像中的位于所述待检测部位上的特征部位,并获取各第一图像中的所述特征部位的像素属性信息,基于所述特征部位的像素属性信息、所述至少两个图像获取设备中的各图像获取设备的位置信息、以及所述至少两个图像获取设备中的各图像获取设备拍摄所述第一图像的成像参数,计算所述待检测部位的第一位置信息;Determining, according to the contour data of the part to be detected and the first image sent by the laser scanner, a feature part located on the part to be detected in each of the first images, and acquiring all of the first images The pixel attribute information of the characteristic part is based on the pixel attribute information of the characteristic part, position information of each image acquisition device in the at least two image acquisition devices, and each image acquisition in the at least two image acquisition devices. The device takes imaging parameters of the first image, and calculates first position information of the part to be detected;
    在第二监测周期到来时,向所述至少两个图像获取设备中的各图像获取设备分别发送第二拍摄指令;When the second monitoring period arrives, sending a second shooting instruction to each of the at least two image acquisition devices;
    获取所述图像获取设备响应于所述第二拍摄指令所拍摄的包含所述待检测部位的第二图像;Acquiring a second image including the part to be detected, which is captured by the image acquisition device in response to the second shooting instruction;
    根据所述激光扫描仪发送的所述待检测部位的轮廓数据和所述第二图像,确定各第二图像中的位于所述待检测部位上的特征部位,并获取各第二图像中的所述特征部位的像素属性信息,基于所述特征部位的像素属性信息、所述至少两个图像获取设备中的各图像获取设备的位置信息、以及所述至少两个图像获取设备中的各图像获取设备拍摄所述第二图像的成像参数,计算所述待检测部位的第二位置信息;Determining, according to the contour data of the part to be detected and the second image sent by the laser scanner, a feature part located on the part to be detected in each second image, and acquiring all the parts in each second image The pixel attribute information of the characteristic part is based on the pixel attribute information of the characteristic part, position information of each image acquisition device in the at least two image acquisition devices, and each image acquisition in the at least two image acquisition devices. The device takes an imaging parameter of the second image, and calculates second position information of the part to be detected;
    基于所述第一位置信息和所述第二位置信息确定所述待检测部位在所述第一监测周期至所述第二监测周期之间的位移;其中,所述第一监 测周期和所述第二监测周期为相邻或非相邻的监测周期。Determining a displacement of the part to be detected between the first monitoring period and the second monitoring period based on the first position information and the second position information; wherein the first monitoring period and the The second monitoring period is an adjacent or non-adjacent monitoring period.
  7. 根据权利要求6所述的方法,其中,在所述向至少两个图像获取设备中的各图像获取设备分别发送第一拍摄指令之前,所述方法还包括:The method according to claim 6, wherein before the sending a first shooting instruction to each of the at least two image acquisition devices, the method further comprises:
    对所述图像获取设备进行相机标定;Performing camera calibration on the image acquisition device;
    在所述矿井提升设备未运行时获取静态标志物,以获取所述待检测部位的参照物。Obtain a static marker when the mine hoisting equipment is not running to obtain a reference object for the site to be detected.
  8. 根据权利要求6所述的方法,其中,所述获取所述图像获取设备响应于所述第一拍摄指令所拍摄的包含所述矿井提升设备的待检测部位的第一图像,或获取所述图像获取设备响应于所述第二拍摄指令所拍摄的包含所述待检测部位的第二图像,包括:The method according to claim 6, wherein the acquiring the image acquisition device in response to the first shooting instruction includes a first image of a portion of the mine hoisting device to be detected, or acquires the image The second image including the part to be detected, which is captured by the acquiring device in response to the second shooting instruction, includes:
    获取所述第一图像或所述第二图像中的预设序号的单帧图像。Acquire a single-frame image with a preset sequence number in the first image or the second image.
  9. 根据权利要求6、7或8所述的方法,其中,在所述获取各第一图像中的所述特征部位的像素属性信息或在所述获取各第二图像中的所述特征部位的像素属性信息之前,所述方法还包括:The method according to claim 6, 7, or 8, wherein in acquiring pixel attribute information of the characteristic portion in each first image or in acquiring pixels of the characteristic portion in each second image Before the attribute information, the method further includes:
    对从所述第一图像或第二图像获得的单帧图像进行降低处理量的预处理。A single frame image obtained from the first image or the second image is pre-processed to reduce a processing amount.
  10. 根据权利要求9所述的方法,其中,所述对从所述第一图像或第二图像获得的单帧图像进行降低处理量的预处理,包括:The method according to claim 9, wherein the preprocessing for reducing a processing amount of a single frame image obtained from the first image or the second image comprises:
    对所述单帧图像进行灰度处理;Performing grayscale processing on the single frame image;
    对灰度处理后的图像进行降噪处理。Denoise the grayscale processed image.
PCT/CN2018/100300 2018-06-15 2018-08-13 Displacement monitoring system and method for mine lifting device WO2019237490A1 (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
AU2018353927A AU2018353927B2 (en) 2018-06-15 2018-08-13 Displacement monitoring system and method for mine hoisting device
ZA2019/02693A ZA201902693B (en) 2018-06-15 2019-04-29 Displacement monitoring system and method for mine hoisting device

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201810623820.4A CN108946360B (en) 2018-06-15 2018-06-15 Displacement monitoring system and method for mine hoisting equipment
CN201810623820.4 2018-06-15

Publications (1)

Publication Number Publication Date
WO2019237490A1 true WO2019237490A1 (en) 2019-12-19

Family

ID=64489385

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/CN2018/100300 WO2019237490A1 (en) 2018-06-15 2018-08-13 Displacement monitoring system and method for mine lifting device

Country Status (4)

Country Link
CN (1) CN108946360B (en)
AU (1) AU2018353927B2 (en)
WO (1) WO2019237490A1 (en)
ZA (1) ZA201902693B (en)

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114383482A (en) * 2021-11-30 2022-04-22 中建八局第一建设有限公司 Controllable spacing alarm device of alarm threshold value
CN114940424A (en) * 2022-05-30 2022-08-26 重庆紫光华山智安科技有限公司 Elevator detection method, system, computer equipment and readable medium

Families Citing this family (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN110617973B (en) * 2019-04-26 2021-08-27 深圳市豪视智能科技有限公司 Vibration detection method and related device
CN110642109B (en) * 2019-04-26 2021-03-19 深圳市豪视智能科技有限公司 Vibration detection method and device for lifting equipment, server and storage medium
US20200407191A1 (en) * 2019-06-28 2020-12-31 Otis Elevator Company Building drift determination based on elevator roping position
CN111056404A (en) * 2019-12-24 2020-04-24 安徽理工大学 Mine shaft guide fault positioning system based on binocular vision and laser information fusion
US11718501B2 (en) 2020-04-06 2023-08-08 Otis Elevator Company Elevator sheave wear detection
CN112723079B (en) * 2020-12-14 2023-12-15 中铁第四勘察设计院集团有限公司 Elevator steel wire rope runout monitoring system and method based on Internet of things
CN113531018B (en) * 2021-06-23 2022-09-06 中国矿业大学 Mine hoist brake disc fault monitoring system and method based on laser grids
CN113569777A (en) * 2021-08-02 2021-10-29 中国石油天然气集团有限公司 Video detection method and device for equipment rotation working state
CN113852215A (en) * 2021-09-22 2021-12-28 西安天科铭创石油技术服务有限公司 Device for underground electric energy and signal transmission
CN116735079B (en) * 2023-08-15 2023-11-14 山东宇飞传动技术有限公司 Mining winch balance detection equipment and method

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101581575A (en) * 2009-06-19 2009-11-18 南昌航空大学 Three-dimensional rebuilding method based on laser and camera data fusion
CN104268935A (en) * 2014-09-18 2015-01-07 华南理工大学 Feature-based airborne laser point cloud and image data fusion system and method
CN204831194U (en) * 2015-08-05 2015-12-02 中国矿业大学 Head sheave beat detecting system based on machine vision

Family Cites Families (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP5345595B2 (en) * 2010-09-16 2013-11-20 株式会社日立ビルシステム Diagnostic device for elevator drive
WO2012117479A1 (en) * 2011-02-28 2012-09-07 三菱電機株式会社 Device for detecting sway of elevator rope
JP2015042892A (en) * 2013-08-26 2015-03-05 株式会社日立ビルシステム Abnormality diagnostic device for electromagnetic brake
CN104555636B (en) * 2014-11-24 2017-06-09 中国矿业大学 A kind of swing detecting device of shaft cage guide steel wire rope
EP3130555B1 (en) * 2015-08-12 2020-11-11 KONE Corporation Rope and rope groove monitoring
CN106482782B (en) * 2016-09-26 2018-09-14 中国矿业大学 Dynamic radial deformation and dynamic tension monitoring device and the method for the two-fold wire type multi-lay winding steel wire rope of hoist of deep-well
CN207258943U (en) * 2017-09-05 2018-04-20 新疆维吾尔自治区特种设备检验研究院 A kind of accidental movement of elevator cage detection device
CN108059050A (en) * 2017-12-29 2018-05-22 广东省特种设备检测研究院珠海检测院 A kind of elevator traction sheave race wear condition non-contact detection device and detection method

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101581575A (en) * 2009-06-19 2009-11-18 南昌航空大学 Three-dimensional rebuilding method based on laser and camera data fusion
CN104268935A (en) * 2014-09-18 2015-01-07 华南理工大学 Feature-based airborne laser point cloud and image data fusion system and method
CN204831194U (en) * 2015-08-05 2015-12-02 中国矿业大学 Head sheave beat detecting system based on machine vision

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
BAO, CONGWANG ET AL.: "Head Sheave Deflection Detection Technology Based on Machine Vision", SAFETY IN COAL MINES, vol. 47, no. 1, 31 January 2016 (2016-01-31), pages 119 - 122, XP055670546, ISSN: 1003-496X *

Cited By (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN114383482A (en) * 2021-11-30 2022-04-22 中建八局第一建设有限公司 Controllable spacing alarm device of alarm threshold value
CN114383482B (en) * 2021-11-30 2024-05-14 中建八局第一建设有限公司 Limiting alarm device with controllable alarm threshold
CN114940424A (en) * 2022-05-30 2022-08-26 重庆紫光华山智安科技有限公司 Elevator detection method, system, computer equipment and readable medium
CN114940424B (en) * 2022-05-30 2023-10-03 重庆紫光华山智安科技有限公司 Elevator detection method, system, computer equipment and readable medium

Also Published As

Publication number Publication date
AU2018353927A1 (en) 2020-01-16
AU2018353927B2 (en) 2020-03-12
CN108946360B (en) 2020-06-16
ZA201902693B (en) 2020-08-26
CN108946360A (en) 2018-12-07

Similar Documents

Publication Publication Date Title
WO2019237490A1 (en) Displacement monitoring system and method for mine lifting device
CN208860761U (en) A kind of industry detection apparatus with floor light
US11842564B2 (en) Imaging apparatus and imaging system
JP7255718B2 (en) Information processing device, recognition support method, and computer program
CN107683403B (en) Distance image acquisition device and distance image acquisition method
CN111345029A (en) Target tracking method and device, movable platform and storage medium
CN109040745B (en) Camera self-calibration method and device, electronic equipment and computer storage medium
CN202393350U (en) System for measuring volume of material on line
WO2020024576A1 (en) Camera calibration method and apparatus, electronic device, and computer-readable storage medium
CN107547839A (en) Remote control table based on graphical analysis
CN108596862A (en) Processing method for excluding infrared thermal imagery panorama sketch interference source
JP2010028627A (en) Display system
CN105933676B (en) Remote control table based on graphical analysis
EP2176829B1 (en) Arrangement and method for processing image data
CN113340405A (en) Bridge vibration mode measuring method, device and system
JP2012235355A (en) Network camera system and method of controlling the same
JP2012042804A (en) Image processing apparatus and method
CN113108919B (en) Human body temperature detection method, device and storage medium
TW201445458A (en) Testing device and method for camera
CN112672137A (en) Method for obtaining depth image, structured light system and electronic device
US20190073558A1 (en) Information processing apparatus, information processing method, and computer program
KR100766995B1 (en) 3 dimension camera module device
CN111536895B (en) Appearance recognition device, appearance recognition system, and appearance recognition method
KR102218616B1 (en) Underwater Camera Image correction system and method for ship bottom inspection
CN105959647A (en) Big data image processing system

Legal Events

Date Code Title Description
ENP Entry into the national phase

Ref document number: 2018353927

Country of ref document: AU

Date of ref document: 20180813

Kind code of ref document: A

121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 18922120

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: DE

122 Ep: pct application non-entry in european phase

Ref document number: 18922120

Country of ref document: EP

Kind code of ref document: A1