CN105181709A - Combined multiple-light-source on-line detection device and method for appearance defects of brake pad - Google Patents
Combined multiple-light-source on-line detection device and method for appearance defects of brake pad Download PDFInfo
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Abstract
本发明公开了一种刹车片外观缺陷组合式多光源在线检测装置及方法。直流电机及调速器连接传送带,支架安装在基座上,传送带上方的支架上安装有工业相机模块、同轴光源模块和环形光源模块,传送带上下带面之间安装有背光光源模块;传送带上带面侧边沿附近安装有气动推杆和次品收料盒,气动推杆经电磁阀与空气压缩机连接;还包括PLC控制器、继电器模块和计算机。本发明构成了完整的刹车片表面缺陷自动检测流水线,能检测刹车片表面不同种类的缺陷,并实现实时在线检测,改善了以往多工位检测占地多、效率低的不足,实现了多工位检测集成化,减少了设备成本和人工成本,提高了工作效率。
The invention discloses a combined multi-light source on-line detection device and method for appearance defects of brake pads. The DC motor and speed controller are connected to the conveyor belt, and the bracket is installed on the base. The industrial camera module, coaxial light source module and ring light source module are installed on the bracket above the conveyor belt, and the backlight light source module is installed between the upper and lower belt surfaces of the conveyor belt; A pneumatic push rod and a defective product receiving box are installed near the side edge of the belt, and the pneumatic push rod is connected to the air compressor through a solenoid valve; it also includes a PLC controller, a relay module and a computer. The invention constitutes a complete automatic detection line for surface defects of brake pads, which can detect different types of defects on the surface of brake pads, and realize real-time online detection, which improves the shortcomings of the previous multi-station detection that occupies a large area and low efficiency, and realizes multi-tasking The integration of bit detection reduces equipment costs and labor costs and improves work efficiency.
Description
技术领域technical field
本发明是一种在线检测装置及方法,尤其是涉及了一种刹车片外观缺陷组合式多光源在线检测装置及方法,利用机器视觉技术来检测刹车片外观缺陷。The invention relates to an online detection device and method, in particular to a combined multi-light source online detection device and method for appearance defects of brake pads, which uses machine vision technology to detect appearance defects of brake pads.
背景技术Background technique
刹车片是制动器衬片的俗称,是接触制动鼓(盘)的摩擦材料。当驾驶员有刹车行为时,刹车片受到压力,与制动鼓(盘)产生摩擦力,从而达到车辆减的目的。刹车片是车辆制动系统重要的安全件,其质量好坏直接影响车辆的制动性能,关系到车辆驾乘人员的生命财产安全。Brake pad is a common name for brake lining, which is the friction material that contacts the brake drum (disc). When the driver has a braking action, the brake pads are under pressure and generate friction with the brake drum (disc), so as to achieve the purpose of vehicle deceleration. Brake pads are an important safety part of the vehicle braking system, and their quality directly affects the braking performance of the vehicle, and is related to the safety of life and property of the vehicle drivers and passengers.
在工业生产线上,为了满足生产速度和产品质量的双向要求,需要配合生产线上的各个流程做好外观、尺寸等性能指标的检测。对于刹车片这种缺陷种类繁多,缺陷不明显的对象来说,人工检测需通过手摸、目视、光照反射、光照投影等方法检测刹车片的表面缺陷。由于质检工人的视觉疲劳、情绪波动等因素使得传统方法便存在质量标准客观性较差且、检测速度慢、效率低,难以完成每分钟几十个的检测速度,并且检测结果受检测人员主管影响较大,同时针对刹车片这种检测项目较多的检测对象,传统的机器视觉检测只能检测某一类缺陷,而多工位检测系统设备成本高、效率低,所以,在刹车片生产行业急切需要一种组合式多光源外观缺陷在线检测装置。In the industrial production line, in order to meet the two-way requirements of production speed and product quality, it is necessary to cooperate with each process on the production line to do a good job in the detection of performance indicators such as appearance and size. For brake pads, which have many types of defects and the defects are not obvious, manual inspection needs to detect surface defects of brake pads by hand, visual, light reflection, light projection and other methods. Due to factors such as visual fatigue and emotional fluctuations of quality inspection workers, the traditional method has poor quality standards, slow detection speed, and low efficiency. At the same time, for brake pads, which have many inspection items, traditional machine vision inspection can only detect a certain type of defect, while the multi-station inspection system has high equipment cost and low efficiency. Therefore, in the production of brake pads The industry urgently needs a combined multi-light source appearance defect online detection device.
发明内容Contents of the invention
为了解决背景技术中存在的问题,本发明的目的是提供了一种刹车片外观缺陷组合式多光源在线检测装置及方法,可用于对生产线上的刹车片外观缺陷检测进行非接触无损在线检测。In order to solve the problems in the background technology, the object of the present invention is to provide a combined multi-light source on-line inspection device and method for appearance defects of brake pads, which can be used for non-contact and non-destructive on-line detection of appearance defects of brake pads on the production line.
为了实现上述目的,本发明所采用的技术方案是:In order to achieve the above object, the technical solution adopted in the present invention is:
一、一种刹车片外观缺陷组合式多光源在线检测装置:1. A combined multi-light source online detection device for appearance defects of brake pads:
包括用于传输刹车片的传送带、直流电机及调速器、次品收料盒、光电开关、空气压缩机、电磁阀和气动推杆;直流电机及调速器与传送带一侧的主动轴连接驱动旋转而带动传送带运行,支架竖直固定安装在放置于地面的基座上,支架位于传送带侧方,传送带上方的支架上安装有工业相机模块、同轴光源模块和环形光源模块,传送带上下带面之间安装有背光光源模块;Including the conveyor belt for transferring brake pads, DC motor and governor, defective product receiving box, photoelectric switch, air compressor, solenoid valve and pneumatic push rod; the DC motor and governor are connected to the drive shaft on one side of the conveyor belt The drive rotates to drive the conveyor belt to run. The bracket is fixed and installed vertically on the base placed on the ground. The bracket is located on the side of the conveyor belt. The industrial camera module, coaxial light source module and ring light source module are installed on the bracket above the conveyor belt. A backlight light source module is installed between the surfaces;
传送带上带面一侧边沿附近安装有用于推动不合格刹车片的气动推杆,气动推杆位于环形光源模块正下方,传送带上带面另一侧边沿安装有用于容置不合格刹车片的次品收料盒,光电开关通过光电开关架安装在气动推杆顶部,气动推杆经电磁阀与空气压缩机连接。A pneumatic push rod for pushing unqualified brake pads is installed near the edge of one side of the belt surface on the conveyor belt. The pneumatic push rod is located directly below the ring light source module. The product receiving box, the photoelectric switch is installed on the top of the pneumatic push rod through the photoelectric switch frame, and the pneumatic push rod is connected with the air compressor through the solenoid valve.
所述的工业相机模块包括工业相机、快装板、相机固定块以及用于上下和水平调节工业相机高度的相机调节装置,工业相机通过快装板安装在相机调节装置上,相机调节装置底座与相机固定块固定连接,相机固定块通过连接块杆结构固定安装在支架上;所述的同轴光源模块包括同轴光源和同轴光源固定块,同轴光源通过螺栓固定安装在同轴光源固定块上,同轴光源固定块通过连接块杆结构固定安装在支架上;所述的环形光源模块包括环形光源和环形光源固定块,环形光源通过螺栓固定安装在环形光源固定块上,环形光源固定块通过连接块杆结构固定安装在支架上;所述的背光光源模块包括背光光源和背光光源固定块,背光光源通过螺栓固定安装在背光光源固定块上,背光光源固定块通过连接块杆结构固定安装在支架上,光光源29通过连接块杆结构穿过水平通槽;所述工业相机、同轴光源、环形光源与背光光源依次同轴安装,工业相机朝向正下方。The industrial camera module includes an industrial camera, a quick release plate, a camera fixing block and a camera adjustment device for adjusting the height of the industrial camera up and down and horizontally. The industrial camera is installed on the camera adjustment device through the quick release plate, and the base of the camera adjustment device is connected to the The camera fixing block is fixedly connected, and the camera fixing block is fixedly installed on the bracket through the connecting block rod structure; the coaxial light source module includes a coaxial light source and a coaxial light source fixing block, and the coaxial light source is fixed on the coaxial light source by bolts. On the block, the coaxial light source fixing block is fixedly installed on the bracket through the connecting block rod structure; the ring light source module includes a ring light source and a ring light source fixing block, the ring light source is fixed on the ring light source fixing block by bolts, and the ring light source is fixed The block is fixedly installed on the bracket through the connecting block rod structure; the backlight light source module includes a backlight light source and a backlight light source fixing block, the backlight light source is fixed and installed on the backlight light source fixing block through bolts, and the backlight light source fixing block is fixed through the connecting block rod structure Installed on the bracket, the light source 29 passes through the horizontal channel through the connecting block rod structure; the industrial camera, coaxial light source, ring light source and backlight light source are installed coaxially in sequence, and the industrial camera faces directly downward.
所述的相机调节装置包括y向固定块、y向滑条、x向固定块和x向滑条,快装板与水平的x向滑条固定连接,x向滑条嵌入到x向固定块上水平的燕尾槽中形成滑动副,x向固定块与y向滑条固定链接,y向滑条上开有的燕尾槽与y向固定块配合相嵌形成滑动副,y向固定块与相机固定块固定连接。The camera adjustment device includes a y-direction fixing block, a y-direction sliding bar, an x-direction fixing block and an x-direction sliding bar, the quick release plate is fixedly connected with the horizontal x-direction sliding bar, and the x-direction sliding bar is embedded in the x-direction fixing block The sliding pair is formed in the upper horizontal dovetail groove, the x-direction fixed block is fixedly connected with the y-direction slider, the dovetail groove on the y-direction slider is matched with the y-direction fixed block to form a sliding pair, the y-direction fixed block is connected with the camera The fixed block is fixedly connected.
还包括PLC控制器、继电器模块和计算机,直流电机及调速器、同轴光源、环形光源和背光光源均通过继电器模块与PLC控制器连接,光电开关、电磁阀均与PLC控制器连接,工业相机和PLC控制器均与计算机连接。It also includes PLC controller, relay module and computer. DC motor and speed controller, coaxial light source, ring light source and backlight light source are all connected to PLC controller through relay module. Photoelectric switch and solenoid valve are connected to PLC controller. Both the camera and the PLC controller are connected with the computer.
所述的工业相机为工业级面阵cmos相机。The industrial camera is an industrial grade area scan cmos camera.
所述的传送带的带面采用透明材质。The belt surface of the conveyor belt is made of transparent material.
刹车片在工业相机视野里占2/3-3/4,同轴光源模块位于工业相机下方,其光轴与工业相机镜头光轴重合,且同轴光源可均匀照射刹车片及其周边范围,其光轴与工业相机光轴重合。所述环形光源模块位于同轴光源模块下方合适位置,其光轴与同轴光源光轴重合,且环形光源可照射刹车片两端边缘。背光光源模块位于环形光源模块下方、其光轴与环形光源光轴重合。The brake pad occupies 2/3-3/4 of the field of view of the industrial camera. The coaxial light source module is located under the industrial camera. Its optical axis coincides with the optical axis of the industrial camera lens, and the coaxial light source can evenly illuminate the brake pad and its surrounding area. Its optical axis coincides with the optical axis of the industrial camera. The ring light source module is located at a proper position below the coaxial light source module, and its optical axis coincides with the optical axis of the coaxial light source, and the ring light source can illuminate both edges of the brake pad. The backlight light source module is located below the ring light source module, and its optical axis coincides with the optical axis of the ring light source.
二、一种刹车片外观缺陷组合式多光源在线检测方法:2. A combined multi-light source online detection method for appearance defects of brake pads:
1)采用上述装置,先对工业相机进行标定;1) Using the above device, first calibrate the industrial camera;
2)通过标定后的工业相机采集合格刹车片的正面图像进行处理后制作刹车片模板,合格刹车片的正面图像包括轮廓图像及两端边缘图像,刹车片模板用于后续步骤检测刹车片外观缺陷的匹配;2) The front image of the qualified brake pad is collected by the calibrated industrial camera and processed to make a brake pad template. The front image of the qualified brake pad includes the contour image and the edge image at both ends. The brake pad template is used for subsequent steps to detect the appearance defects of the brake pad matching;
3)刹车片由传送带传输,当刹车片传输到光电开关处时被检测到,PLC控制器控制直流电机停止转动;3) The brake pads are transported by the conveyor belt. When the brake pads are detected when they are transported to the photoelectric switch, the PLC controller controls the DC motor to stop rotating;
4)PLC控制器通过控制背光光源和工业相机采集刹车片的轮廓图像,经图像处理后根据检测结果通过气动推杆对该刹车片进行处理;4) The PLC controller collects the profile image of the brake pad by controlling the backlight source and the industrial camera, and processes the brake pad through the pneumatic push rod according to the detection result after image processing;
5)PLC控制器通过控制环形光源和工业相机采集刹车片的两端边缘图像,经图像处理后根据检测结果通过气动推杆对该刹车片进行处理;5) The PLC controller collects the edge images of both ends of the brake pad by controlling the ring light source and the industrial camera, and after image processing, the brake pad is processed by the pneumatic push rod according to the detection result;
PLC控制器通过控制同轴光源和工业相机采集刹车片的表面图像,经图像处理后根据检测结果通过气动推杆对该刹车片进行处理;The PLC controller collects the surface image of the brake pad by controlling the coaxial light source and the industrial camera, and after image processing, the brake pad is processed through the pneumatic push rod according to the detection result;
PLC控制器控制关闭同轴光源,控制开启直流电机,直流电机带动传送带向左侧传输,完成刹车片多种缺陷的在线检测。The PLC controller controls to turn off the coaxial light source, controls to turn on the DC motor, and the DC motor drives the conveyor belt to the left to complete the online detection of various defects of the brake pads.
所述的步骤4)具体如下:PLC控制器控制开启背光光源,PLC控制器触发工业相机采集刹车片的轮廓图像,对采集到的轮廓图像进行处理,获得刹车片轮廓是否完整的结果:若刹车片轮廓完整,则继续进行下一步骤,否则PLC控制器控制气动推杆推动刹车片进入次品收料盒,返回步骤3)进行下一刹车片的检测。Described step 4) is specifically as follows: the PLC controller controls to turn on the backlight source, the PLC controller triggers the industrial camera to collect the contour image of the brake pad, processes the collected contour image, and obtains the result of whether the brake pad contour is complete: if the brake If the outline of the brake pad is complete, proceed to the next step, otherwise the PLC controller controls the pneumatic push rod to push the brake pad into the defective product receiving box, and returns to step 3) for the next detection of the brake pad.
所述的步骤5)具体如下:PLC控制器控制关闭背光光源,控制开启环形光源,PLC控制器触发工业相机采集刹车片的两端边缘图像,对采集到的两端边缘图像进行处理,获得刹车片两端边缘的钢印字符是否完整的结果:若刹车片两端边缘的钢印字符完整,则继续进行下一步骤,否则PLC控制器控制气动推杆推动刹车片进入次品收料盒,返回步骤3)进行下一刹车片的检测。The step 5) is specifically as follows: the PLC controller controls to turn off the backlight light source, controls to turn on the ring light source, and the PLC controller triggers the industrial camera to collect the edge images at both ends of the brake pad, and processes the collected edge images at both ends to obtain the brake pad. Result of whether the stamped characters on both ends of the brake pad are complete: if the stamped characters on both ends of the brake pad are complete, proceed to the next step, otherwise the PLC controller controls the pneumatic push rod to push the brake pad into the defective product receiving box, and return to the step 3) Carry out the detection of the next brake pad.
所述的步骤6)具体如下:PLC控制器控制关闭环形光源,控制开启同轴光源,PLC控制器触发工业相机采集刹车片的表面图像,对采集到的表面图像进行处理后,获得刹车片表面的缺陷尺寸是否合格的结果:若刹车片表面的缺陷尺寸合格,则继续进行下一步骤,否则PLC控制器控制气动推杆推动刹车片进入次品收料盒,返回步骤3)进行下一刹车片的检测。The step 6) is specifically as follows: the PLC controller controls to turn off the ring light source, controls to turn on the coaxial light source, the PLC controller triggers the industrial camera to collect the surface image of the brake pad, and after processing the collected surface image, the surface of the brake pad is obtained. The result of whether the defect size is qualified: if the defect size on the surface of the brake pad is qualified, proceed to the next step, otherwise the PLC controller controls the pneumatic push rod to push the brake pad into the defective product receiving box, and returns to step 3) for the next brake slice detection.
本发明通过安装在传送带后横梁上方的光电开关检测转动中的传送带上是否存在刹车片,若存在则PLC控制器控制传送带停止传送,通过PLC控制器依次开启组合式多光源视觉检测架上的光源,开启光源的同时触发组合式多光源视觉检测架上的工业相机拍照,并传输至计算机,通过图像处理程序判断刹车片是否存在外观缺陷,若存在则与PLC控制器通讯,通过PLC控制器控制气动推杆将刹车片推至次品收料盒,若不存在外观缺陷则沿传送带继续向前传送。The invention detects whether there is a brake pad on the rotating conveyor belt through a photoelectric switch installed above the rear crossbeam of the conveyor belt. If there is, the PLC controller controls the conveyor belt to stop transmission, and the PLC controller turns on the light sources on the combined multi-light source visual detection frame in turn. , when the light source is turned on, the industrial camera on the combined multi-light source visual inspection frame is triggered to take pictures, and the pictures are transmitted to the computer, and the image processing program is used to judge whether there are appearance defects in the brake pads. If there are, it communicates with the PLC controller and controls the The pneumatic push rod pushes the brake pads to the defective product receiving box, and if there is no appearance defect, it will continue to be conveyed along the conveyor belt.
与背景技术相比,本发明具有的有益效果是:Compared with background technology, the beneficial effect that the present invention has is:
本发明构成了完整的刹车片表面缺陷自动检测流水线,取代原来低可靠性、低效率的人工检测,使原来复杂的检测过程能在一条自动检测流水线上自动完成。The invention constitutes a complete automatic detection assembly line for surface defects of brake pads, replaces the original low-reliability and low-efficiency manual detection, and enables the original complicated detection process to be automatically completed on an automatic detection assembly line.
本发明可通过不同光源的设置检测刹车片表面不同种类的缺陷,并实现实时在线检测,改善了以往多工位检测占地多、效率低的不足,实现了多工位检测集成化,减少了设备成本,降低了人工成本,提高了工作效率。The invention can detect different types of defects on the surface of the brake pads through the setting of different light sources, and realize real-time online detection, which improves the shortcomings of the previous multi-station detection that occupies a large area and low efficiency, realizes the integration of multi-station detection, reduces the Equipment costs are reduced, labor costs are reduced, and work efficiency is improved.
附图说明Description of drawings
图1是本发明装置的总装图。Fig. 1 is the general assembly drawing of the device of the present invention.
图2是本发明装置的结构示意图。Fig. 2 is a structural schematic diagram of the device of the present invention.
图3是本发明环形光源、同轴光源和相机安装的结构示意图。Fig. 3 is a schematic diagram of the installation of the ring light source, the coaxial light source and the camera of the present invention.
图4是本发明背光光源的安装示意图。Fig. 4 is a schematic diagram of the installation of the backlight light source of the present invention.
图5是本发明电气控制连接图。Fig. 5 is the electrical control connection diagram of the present invention.
图6是本发明方法的检测流程图。Fig. 6 is a detection flowchart of the method of the present invention.
图中,1、传送带,2、直流电机及调速器,3、次品收料盒,4、光电开关,5、PLC控制器,6、继电器模块,7、计算机,8、空气压缩机,9、电磁阀,10、气动推杆,11、同轴光源固定块,12、基座,13、支架,14、工业相机,15、相机调节装置,16、快装板,17、同轴光源模块,18、环形光源模块,19、背光光源模块,20、相机固定块,21、连接块,22、连接杆,23、y向固定块,24、y向滑条,25、x向固定块,26、x向滑条,27、同轴光源,28、环形光源,29、背光光源,30、光电开关架,31、环形光源固定块,32、背光光源固定块。In the figure, 1. Conveyor belt, 2. DC motor and governor, 3. Receiving box for defective products, 4. Photoelectric switch, 5. PLC controller, 6. Relay module, 7. Computer, 8. Air compressor, 9. Solenoid valve, 10. Pneumatic push rod, 11. Coaxial light source fixing block, 12. Base, 13. Bracket, 14. Industrial camera, 15. Camera adjustment device, 16. Quick release plate, 17. Coaxial light source Module, 18, ring light source module, 19, backlight light source module, 20, camera fixing block, 21, connecting block, 22, connecting rod, 23, y-direction fixing block, 24, y-direction slide bar, 25, x-direction fixing block , 26, x direction slide bar, 27, coaxial light source, 28, ring light source, 29, backlight light source, 30, photoelectric switch frame, 31, ring light source fixing block, 32, backlight light source fixing block.
具体实施方式Detailed ways
下面结合附图及具体实施例对本发明作进一步详细说明。The present invention will be described in further detail below in conjunction with the accompanying drawings and specific embodiments.
如图1所示,本发明包括用于传输刹车片的传送带1、直流电机及调速器2、次品收料盒3、光电开关4、电磁阀9和气动推杆10;直流电机及调速器2与传送带1一侧的主动轴连接驱动旋转而带动传送带1运行,支架13竖直固定安装在放置于地面的基座12上,支架13位于传送带1侧方,传送带1上方的支架13安装有工业相机模块、同轴光源模块17和环形光源模块18,传送带1上下带面之间安装有背光光源模块19。As shown in Figure 1, the present invention comprises the conveyer belt 1 that is used to transmit brake pad, DC motor and governor 2, defective product receiving box 3, photoelectric switch 4, electromagnetic valve 9 and pneumatic push rod 10; Speed 2 is connected to the driving shaft on one side of conveyor belt 1 to drive and rotate to drive conveyor belt 1 to run. Bracket 13 is vertically and fixedly installed on base 12 placed on the ground. Bracket 13 is located on the side of conveyor belt 1. An industrial camera module, a coaxial light source module 17 and a ring light source module 18 are installed, and a backlight light source module 19 is installed between the upper and lower belt surfaces of the conveyor belt 1 .
如图2所示,传送带1上带面一侧边沿附近安装有用于推动不合格刹车片的气动推杆10,气动推杆10位于环形光源模块18正下方,与气动推杆10位置相对的传送带1上带面另一侧边沿安装有用于容置不合格刹车片的次品收料盒3,光电开关4通过光电开关架30安装在气动推杆10顶部,气动推杆10经电磁阀9与空气压缩机8连接,电磁阀9安装在与气动推杆10同侧的传送带1边沿。As shown in Figure 2, a pneumatic push rod 10 for pushing unqualified brake pads is installed near the edge of one side of the conveyor belt 1. The pneumatic push rod 10 is located directly below the ring light source module 18. 1. The other side edge of the upper belt surface is installed with a defective product receiving box 3 for accommodating unqualified brake pads. The photoelectric switch 4 is installed on the top of the pneumatic push rod 10 through the photoelectric switch frame 30. The pneumatic push rod 10 is connected with the solenoid valve 9 and The air compressor 8 is connected, and the solenoid valve 9 is installed on the edge of the conveyor belt 1 on the same side as the pneumatic push rod 10 .
如图5所示,本发明还包括PLC控制器5、继电器模块6和计算机7,直流电机及调速器2、同轴光源27、环形光源28和背光光源29均通过继电器模块6与PLC控制器5连接,光电开关4、电磁阀9均与PLC控制器5连接,工业相机14和PLC控制器5均与计算机7连接。As shown in Figure 5, the present invention also includes PLC controller 5, relay module 6 and computer 7, DC motor and governor 2, coaxial light source 27, ring light source 28 and backlight light source 29 are all controlled by relay module 6 and PLC Device 5 is connected, photoelectric switch 4, electromagnetic valve 9 are all connected with PLC controller 5, industrial camera 14 and PLC controller 5 are all connected with computer 7.
如图3所示,工业相机模块包括工业相机14、快装板16、相机固定块20以及用于上下和水平调节工业相机14高度的相机调节装置15,工业相机14通过快装板16安装在相机调节装置15上,相机调节装置15具体可采用滑块导轨结构,快装板16通过螺栓与相机调节装置15固定,相机调节装置15底座与相机固定块20固定连接,相机固定块20通过连接块杆结构固定安装在支架13上,连接块杆结构包括连接块21和连接杆22;As shown in Figure 3, the industrial camera module includes an industrial camera 14, a quick release plate 16, a camera fixing block 20, and a camera adjustment device 15 for adjusting the height of the industrial camera 14 up and down and horizontally, and the industrial camera 14 is installed on the industrial camera 14 through the quick release plate 16. On the camera adjustment device 15, the camera adjustment device 15 can specifically adopt a slider guide rail structure, the quick release plate 16 is fixed to the camera adjustment device 15 through bolts, the base of the camera adjustment device 15 is fixedly connected to the camera fixing block 20, and the camera fixing block 20 is connected by The block rod structure is fixedly installed on the support 13, and the connecting block rod structure includes a connecting block 21 and a connecting rod 22;
如图3所示,同轴光源模块17包括同轴光源27和同轴光源固定块11,同轴光源27通过螺栓固定安装在同轴光源固定块11上,同轴光源固定块11通过连接块杆结构固定安装在支架13上。As shown in Figure 3, the coaxial light source module 17 includes a coaxial light source 27 and a coaxial light source fixing block 11. The rod structure is fixedly mounted on the support 13 .
如图3所示,环形光源模块18包括环形光源28和环形光源固定块31,环形光源28通过螺栓固定安装在环形光源固定块31上,环形光源固定块31通过连接块杆结构固定安装在支架13上。As shown in Figure 3, the ring light source module 18 includes a ring light source 28 and a ring light source fixing block 31, the ring light source 28 is fixed on the ring light source fixing block 31 by bolts, and the ring light source fixing block 31 is fixed on the bracket through the connecting block rod structure 13 on.
如图4所示,背光光源模块19包括背光光源29和背光光源固定块32,背光光源29通过螺栓固定安装在背光光源固定块32上,背光光源固定块32通过连接块杆结构固定安装在支架13上。具体实施中传送带1侧面还安装有沿传送方向的梁,梁侧面开有沿传送方向的水平通槽,背光光源29的连接块杆结构穿过水平通槽与支架13连接。As shown in Figure 4, the backlight light source module 19 includes a backlight light source 29 and a backlight light source fixing block 32, the backlight light source 29 is fixedly installed on the backlight light source fixing block 32 by bolts, and the backlight light source fixing block 32 is fixedly installed on the bracket through the connecting block rod structure 13 on. In specific implementation, the side of the conveyor belt 1 is also equipped with a beam along the conveying direction, and the beam side is provided with a horizontal channel along the conveying direction.
调整连接块和连接杆结构使工业相机14、同轴光源27、环形光源28与背光光源29依次同轴安装,且工业相机14、同轴光源27、环形光源28与背光光源29光轴重合,工业相机14朝向正下方,调整连接块和连接杆结构使同轴光源27能均匀照射到正下方的传送带1上整个刹车片及其附近周边区域,环形光源28照射到刹车片两端边缘。Adjust the structure of the connecting block and the connecting rod so that the industrial camera 14, the coaxial light source 27, the ring light source 28 and the backlight light source 29 are installed coaxially in sequence, and the optical axes of the industrial camera 14, the coaxial light source 27, the ring light source 28 and the backlight light source 29 coincide, The industrial camera 14 faces directly below, and the structure of the connecting block and the connecting rod is adjusted so that the coaxial light source 27 can evenly irradiate the entire brake pad and its surrounding area on the conveyor belt 1 directly below, and the ring light source 28 irradiates the edges of both ends of the brake pad.
相机调节装置15包括y向固定块23、y向滑条24、x向固定块25和x向滑条26,快装板16与水平的x向滑条26固定连接,x向滑条26嵌入到x向固定块25上水平的燕尾槽中形成滑动副,x向固定块25与y向滑条24固定连接,y向滑条24上开有的燕尾槽与y向固定块23配合相嵌形成滑动副,y向固定块23与相机固定块20固定连接。The camera adjustment device 15 includes a y-direction fixing block 23, a y-direction sliding bar 24, an x-direction fixing block 25 and an x-direction sliding bar 26. The quick release plate 16 is fixedly connected to the horizontal x-direction sliding bar 26, and the x-direction sliding bar 26 is embedded The sliding pair is formed in the horizontal dovetail groove on the x-direction fixed block 25, the x-direction fixed block 25 is fixedly connected with the y-direction slide bar 24, and the dovetail groove on the y-direction slide bar 24 is matched with the y-direction fixed block 23 A sliding pair is formed, and the y-direction fixed block 23 is fixedly connected with the camera fixed block 20 .
工业相机14为工业级面阵cmos相机,工业相机14与计算机7通过usb3.0连接,PLC控制器5与计算机7通过串口连接通讯。The industrial camera 14 is an industrial-grade area array cmos camera, the industrial camera 14 is connected to the computer 7 through usb3.0, and the PLC controller 5 and the computer 7 are connected to communicate through a serial port.
传送带1的带面采用透明材质,环形光源28采用高角度直接照明方式,背光光源29采用平行背光光源。The belt surface of the conveyor belt 1 is made of transparent material, the annular light source 28 adopts a high-angle direct lighting method, and the backlight light source 29 adopts a parallel backlight light source.
具体地,直流电机及调速器2通过继电器模块6的一路通路与PLC控制器5及电源连接,同轴光源27、环形光源28和背光光源29分别通过继电器模块6另外三路通路与PLC控制器5连接,电磁阀9分别与气动推杆10、PLC控制器5输出端以及空气压缩机8连接,光电开关4与PLC控制器5输入端连接。Specifically, the DC motor and the governor 2 are connected to the PLC controller 5 and the power supply through one path of the relay module 6, and the coaxial light source 27, the ring light source 28 and the backlight light source 29 are respectively controlled by the PLC through the other three paths of the relay module 6. The solenoid valve 9 is connected with the pneumatic push rod 10, the output end of the PLC controller 5 and the air compressor 8 respectively, and the photoelectric switch 4 is connected with the input end of the PLC controller 5.
参见图6,本发明的具体实施的检测流程为:Referring to Fig. 6, the detection process of the specific implementation of the present invention is:
1)可先利用halcon开源的函数对工业相机进行标定;1) The industrial camera can be calibrated by using the open source function of halcon;
2)通过标定后的工业相机设置在外触发状态,通过外触发采集一张合格刹车片的正面图像进行图像增强、图像分割处理后制作刹车片模板,刹车片模板用于后续步骤检测刹车片外观缺陷的匹配;2) The calibrated industrial camera is set in the external trigger state, and a frontal image of a qualified brake pad is collected by the external trigger for image enhancement and image segmentation processing to make a brake pad template, which is used in subsequent steps to detect the appearance defects of the brake pad matching;
3)刹车片由传送带传输,当刹车片传输到光电开关处时被检测到,PLC控制器5控制继电器模块第一通路断开使直流电机停止转动;3) The brake pads are transmitted by the conveyor belt. When the brake pads are detected when they are transmitted to the photoelectric switch, the PLC controller 5 controls the first channel of the relay module to be disconnected so that the DC motor stops rotating;
4)PLC控制器5控制继电器模块第二通路导通开启背光光源,PLC控制器5触发工业相机采集刹车片的轮廓图像,对采集到的轮廓图像依次进行图像增强、图像分割、边缘检测、边缘连接、外轮廓搜索和模板匹配处理,获得刹车片轮廓是否完整的结果:4) The PLC controller 5 controls the second channel of the relay module to turn on the backlight source, and the PLC controller 5 triggers the industrial camera to collect the contour image of the brake pad, and performs image enhancement, image segmentation, edge detection, and edge detection on the collected contour image in sequence. Concatenation, contour search and template matching processing to obtain the result of whether the brake pad contour is complete:
若刹车片轮廓完整,则继续进行下一步骤,否则计算机与PLC控制器5通讯,PLC控制器5控制电磁阀使空气压缩机与气动推杆导通,气动推杆推动刹车片进入次品收料盒,返回步骤3)进行下一刹车片的检测;If the outline of the brake pads is complete, proceed to the next step, otherwise the computer communicates with the PLC controller 5, and the PLC controller 5 controls the solenoid valve to make the air compressor and the pneumatic push rod conduct, and the pneumatic push rod pushes the brake pads into the defective product collection. Material box, return to step 3) to carry out the detection of next brake pad;
5)PLC控制器5控制继电器模块第二通路断开关闭背光光源,控制继电器模块第三通路导通开启环形光源,PLC控制器5触发工业相机采集刹车片的两端边缘图像,计算机对采集到的两端边缘图像进行图像增强、图像分割、字符分割和模板匹配处理,获得刹车片两端边缘的钢印字符是否完整的结果:5) The PLC controller 5 controls the second channel of the relay module to disconnect and turn off the backlight source, and controls the third channel of the relay module to turn on and turn on the ring light source. The PLC controller 5 triggers the industrial camera to collect the edge images of both ends of the brake pad. Image enhancement, image segmentation, character segmentation, and template matching are performed on the edge images at both ends of the brake pad to obtain the result of whether the stamped characters on both ends of the brake pad are complete:
若刹车片两端边缘的钢印字符完整,则继续进行下一步骤,否则计算机与PLC控制器5通讯,PLC控制器5控制电磁阀使空气压缩机与气动推杆导通,气动推杆推动刹车片进入次品收料盒,返回步骤3)进行下一刹车片的检测;If the stamped characters on both ends of the brake pad are complete, proceed to the next step, otherwise the computer communicates with the PLC controller 5, and the PLC controller 5 controls the solenoid valve to make the air compressor and the pneumatic push rod conduct, and the pneumatic push rod pushes the brake The disc enters the defective product receiving box, and returns to step 3) to carry out the detection of the next brake disc;
6)PLC控制器5控制继电器模块第三通路断开关闭环形光源,控制继电器模块第四通路导通开启同轴光源,PLC控制器5触发工业相机采集刹车片的表面图像,计算机对采集到的表面图像进行图像增强、图像分割、特征提取、bolb分析、最小外接矩计算处理后,获得刹车片表面的缺陷尺寸是否合格的结果:6) The PLC controller 5 controls the third channel of the relay module to disconnect and turn off the ring light source, and controls the fourth channel of the relay module to turn on and turn on the coaxial light source. The PLC controller 5 triggers the industrial camera to collect the surface image of the brake pad, and the computer performs the collected image. After the surface image is processed by image enhancement, image segmentation, feature extraction, bolb analysis, and minimum circumscribing moment calculation, the result of whether the defect size on the surface of the brake pad is qualified or not is obtained:
若刹车片表面的缺陷尺寸合格,则继续进行下一步骤,否则计算机与PLC控制器5通讯,PLC控制器5控制电磁阀使空气压缩机与气动推杆导通,气动推杆推动刹车片进入次品收料盒,返回步骤3)进行下一刹车片的检测;If the size of the defect on the surface of the brake pad is qualified, proceed to the next step, otherwise the computer communicates with the PLC controller 5, and the PLC controller 5 controls the solenoid valve to make the air compressor conduct with the pneumatic push rod, and the pneumatic push rod pushes the brake pad into the Defective product receiving box, return to step 3) to carry out the detection of the next brake pad;
7)PLC控制器5控制继电器模块第四通路断开关闭同轴光源,控制继电器模块第一通路导通开启直流电机,直流电机带动传送带向左侧传输,完成刹车片多种缺陷的在线检测。7) The PLC controller 5 controls the fourth channel of the relay module to disconnect and turn off the coaxial light source, controls the first channel of the relay module to turn on and turns on the DC motor, and the DC motor drives the conveyor belt to the left to complete the online detection of various defects of the brake pad.
检测合格的刹车片经传送带传送后置于合格品收料箱中。Qualified brake pads are transported by the conveyor belt and placed in the qualified product receiving box.
以上所述实施方式是一种流水线作业,可见本发明适用于对不同尺寸刹车片进行表面缺陷检测,实现了刹车片表面缺陷自动化检测,相较于传统人眼视觉检测方法,提高了检测精度、检测效率、降低了人工成本;并且实现了多光源检测,在较小的空间内集成了多了光源,实现了对刹车片多种表面缺陷的检测,相较于传统多工位检测,节省了空间、减少了设备成本,提高了工作效率,具有突出显著的技术效果。The above-described embodiment is a kind of assembly line operation. It can be seen that the present invention is suitable for detecting surface defects of brake pads of different sizes, and realizes automatic detection of surface defects of brake pads. Compared with traditional human visual inspection methods, the detection accuracy is improved. The detection efficiency reduces the labor cost; and realizes multi-light source detection, integrates more light sources in a small space, and realizes the detection of various surface defects of brake pads. Compared with traditional multi-station detection, it saves space, reduce equipment costs, improve work efficiency, and have prominent and remarkable technical effects.
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Cited By (29)
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CN104815804A (en) * | 2015-05-11 | 2015-08-05 | 杭州利珀科技有限公司 | Tank upside-down detection device and detection method |
CN105699387A (en) * | 2016-03-15 | 2016-06-22 | 广州市慧眼电气产品有限公司 | Electronic product appearance defect detection system |
CN106670124A (en) * | 2016-08-30 | 2017-05-17 | 杭州智感科技有限公司 | Broken material screening machine |
CN106733728A (en) * | 2017-01-16 | 2017-05-31 | 中国计量大学 | Brake block product quality automatic detection device |
CN107971250A (en) * | 2017-11-27 | 2018-05-01 | 安徽尚易信息技术有限公司 | A kind of sorting equipment based on graphical analysis |
CN108956628A (en) * | 2018-07-27 | 2018-12-07 | 苏州高视科技有限公司 | Plastic cover plate defect imaging detection system |
CN108971005A (en) * | 2018-09-20 | 2018-12-11 | 湖北师范大学 | Sorting device for commodity circulation convenient to maintain |
CN109030354A (en) * | 2018-07-13 | 2018-12-18 | 中国农业大学 | It is a kind of measurement material form, color, crackle multi-purpose machine vision system |
CN109060833A (en) * | 2018-08-09 | 2018-12-21 | 世特科汽车工程产品(常州)有限公司 | A kind of full-automatic photographic means for detecting sprocket wheel model and defect |
CN110220547A (en) * | 2019-06-06 | 2019-09-10 | 安徽捷泰智能科技有限公司 | A kind of intelligent high frequency valve detection device |
CN110308153A (en) * | 2019-08-03 | 2019-10-08 | 广西师范大学 | Metal workpiece defect detection method, system, storage medium, and device based on monocular stereo vision |
CN110412053A (en) * | 2019-08-21 | 2019-11-05 | 珠海科德电子有限公司 | A method and system for detecting the appearance of an inductor |
CN111398173A (en) * | 2020-05-06 | 2020-07-10 | 北京智通云联科技有限公司 | Tetra Pak assembly line code spraying information acquisition equipment |
CN112378917A (en) * | 2020-11-17 | 2021-02-19 | 南京宥安传感科技有限公司 | Device and method for stably and normally shooting structural cracks by using mobile phone |
CN112465731A (en) * | 2020-11-19 | 2021-03-09 | 易思维(杭州)科技有限公司 | Steel seal character image preprocessing method |
CN112525915A (en) * | 2020-10-30 | 2021-03-19 | 西安锐驰电器有限公司 | Machine part appearance defect detection device |
CN112986262A (en) * | 2021-03-08 | 2021-06-18 | 广东烟草河源市有限责任公司 | Cigarette authenticity identification device and method |
CN113269185A (en) * | 2021-06-03 | 2021-08-17 | 哈尔滨理工大学 | Milk powder cover information defect screening system based on machine vision |
CN113313679A (en) * | 2021-05-21 | 2021-08-27 | 浙江大学 | Bearing surface defect detection method based on multi-source domain depth migration multi-light source integration |
CN113358070A (en) * | 2021-07-07 | 2021-09-07 | 苏州鑫睿益荣信息技术有限公司 | Automobile brake pad flatness and pin height detection system and detection method thereof |
CN113533359A (en) * | 2020-04-16 | 2021-10-22 | 杭州慧知连科技有限公司 | Visual detection method and device for surface defects of silk ingots |
CN113581911A (en) * | 2021-08-26 | 2021-11-02 | 东莞奥得时精密电子有限公司 | Automatic detection machine with novel structure |
CN113834815A (en) * | 2021-09-10 | 2021-12-24 | 镇江亿诺伟视智能科技有限公司 | Appearance detection equipment for irregular automobile electroplated part and use method thereof |
CN113953212A (en) * | 2021-10-11 | 2022-01-21 | 安徽科技学院 | A product packaging inspection device based on machine vision |
CN113976452A (en) * | 2021-07-30 | 2022-01-28 | 广东省威汇智能科技有限公司 | Failure detection method and device based on flexible flat cable |
CN115447989A (en) * | 2022-09-13 | 2022-12-09 | 领胜城科技(江苏)有限公司 | Magnetic material automatic assembly line of magnetic component |
CN115672768A (en) * | 2022-11-10 | 2023-02-03 | 长园半导体设备(珠海)有限公司 | Chip detection device |
CN118549343A (en) * | 2024-06-03 | 2024-08-27 | 盐城工学院 | Self-tracking image acquisition device for brake disc detection |
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CN104815804A (en) * | 2015-05-11 | 2015-08-05 | 杭州利珀科技有限公司 | Tank upside-down detection device and detection method |
CN105699387A (en) * | 2016-03-15 | 2016-06-22 | 广州市慧眼电气产品有限公司 | Electronic product appearance defect detection system |
CN106670124A (en) * | 2016-08-30 | 2017-05-17 | 杭州智感科技有限公司 | Broken material screening machine |
CN106733728A (en) * | 2017-01-16 | 2017-05-31 | 中国计量大学 | Brake block product quality automatic detection device |
CN107971250A (en) * | 2017-11-27 | 2018-05-01 | 安徽尚易信息技术有限公司 | A kind of sorting equipment based on graphical analysis |
CN109030354B (en) * | 2018-07-13 | 2020-06-09 | 中国农业大学 | Multifunctional machine vision system for measuring material form, color and crack |
CN109030354A (en) * | 2018-07-13 | 2018-12-18 | 中国农业大学 | It is a kind of measurement material form, color, crackle multi-purpose machine vision system |
CN108956628B (en) * | 2018-07-27 | 2024-04-05 | 高视科技(苏州)股份有限公司 | Plastic cover plate defect imaging detection system |
CN108956628A (en) * | 2018-07-27 | 2018-12-07 | 苏州高视科技有限公司 | Plastic cover plate defect imaging detection system |
CN109060833A (en) * | 2018-08-09 | 2018-12-21 | 世特科汽车工程产品(常州)有限公司 | A kind of full-automatic photographic means for detecting sprocket wheel model and defect |
CN108971005A (en) * | 2018-09-20 | 2018-12-11 | 湖北师范大学 | Sorting device for commodity circulation convenient to maintain |
CN108971005B (en) * | 2018-09-20 | 2020-09-08 | 湖北师范大学 | Sorting device for commodity circulation convenient to maintain |
CN110220547A (en) * | 2019-06-06 | 2019-09-10 | 安徽捷泰智能科技有限公司 | A kind of intelligent high frequency valve detection device |
CN110308153A (en) * | 2019-08-03 | 2019-10-08 | 广西师范大学 | Metal workpiece defect detection method, system, storage medium, and device based on monocular stereo vision |
CN110412053A (en) * | 2019-08-21 | 2019-11-05 | 珠海科德电子有限公司 | A method and system for detecting the appearance of an inductor |
CN113533359A (en) * | 2020-04-16 | 2021-10-22 | 杭州慧知连科技有限公司 | Visual detection method and device for surface defects of silk ingots |
CN111398173A (en) * | 2020-05-06 | 2020-07-10 | 北京智通云联科技有限公司 | Tetra Pak assembly line code spraying information acquisition equipment |
CN112525915A (en) * | 2020-10-30 | 2021-03-19 | 西安锐驰电器有限公司 | Machine part appearance defect detection device |
CN112378917A (en) * | 2020-11-17 | 2021-02-19 | 南京宥安传感科技有限公司 | Device and method for stably and normally shooting structural cracks by using mobile phone |
CN112465731B (en) * | 2020-11-19 | 2022-06-14 | 易思维(杭州)科技有限公司 | Steel seal character image preprocessing method |
CN112465731A (en) * | 2020-11-19 | 2021-03-09 | 易思维(杭州)科技有限公司 | Steel seal character image preprocessing method |
CN112986262A (en) * | 2021-03-08 | 2021-06-18 | 广东烟草河源市有限责任公司 | Cigarette authenticity identification device and method |
CN113313679A (en) * | 2021-05-21 | 2021-08-27 | 浙江大学 | Bearing surface defect detection method based on multi-source domain depth migration multi-light source integration |
CN113269185A (en) * | 2021-06-03 | 2021-08-17 | 哈尔滨理工大学 | Milk powder cover information defect screening system based on machine vision |
CN113358070A (en) * | 2021-07-07 | 2021-09-07 | 苏州鑫睿益荣信息技术有限公司 | Automobile brake pad flatness and pin height detection system and detection method thereof |
CN113976452A (en) * | 2021-07-30 | 2022-01-28 | 广东省威汇智能科技有限公司 | Failure detection method and device based on flexible flat cable |
CN113581911A (en) * | 2021-08-26 | 2021-11-02 | 东莞奥得时精密电子有限公司 | Automatic detection machine with novel structure |
CN113834815A (en) * | 2021-09-10 | 2021-12-24 | 镇江亿诺伟视智能科技有限公司 | Appearance detection equipment for irregular automobile electroplated part and use method thereof |
CN113953212A (en) * | 2021-10-11 | 2022-01-21 | 安徽科技学院 | A product packaging inspection device based on machine vision |
CN115447989A (en) * | 2022-09-13 | 2022-12-09 | 领胜城科技(江苏)有限公司 | Magnetic material automatic assembly line of magnetic component |
CN115447989B (en) * | 2022-09-13 | 2023-11-07 | 领胜城科技(江苏)有限公司 | Magnetic material automatic assembly line of magnetic component |
CN115672768A (en) * | 2022-11-10 | 2023-02-03 | 长园半导体设备(珠海)有限公司 | Chip detection device |
CN118549343A (en) * | 2024-06-03 | 2024-08-27 | 盐城工学院 | Self-tracking image acquisition device for brake disc detection |
CN118549343B (en) * | 2024-06-03 | 2024-11-22 | 盐城工学院 | Self-tracking image acquisition device for brake disc detection |
CN118688213A (en) * | 2024-07-29 | 2024-09-24 | 湖北彤鑫发动机有限公司 | A device for detecting appearance defects of automobile brake calipers |
CN118688213B (en) * | 2024-07-29 | 2025-03-14 | 湖北彤鑫发动机有限公司 | A device for detecting appearance defects of automobile brake calipers |
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