CN102601060A - System and method for automatically sorting appearances of quartz wafers - Google Patents
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Abstract
本发明公开了一种石英晶片的外观自动分选系统及方法,系统包括送料装置、电源、导轨、电源适配器、开关电源、光源、工业摄像头和显示屏,还包括工控机、第一光纤传感器、第二光纤传感器、隔离RS-232转换模块、隔离数字量输入输出模块和分选机构。本发明在导轨上安装了光纤传感器和工业摄像头,在导轨上的光纤传感器感应到石英晶片时,工业摄像头延时一定时间后对石英晶片进行拍摄,通过工控机上的视觉处理工具处理工业摄像头所拍摄的图像,利用系统程序对石英晶片外观质量进行判断,通过分选机构将石英晶片分选在相应的盒中。本发明具有分选速度快、效率高、结构简单,操作控制方便等优点。
The invention discloses an appearance automatic sorting system and method for quartz wafers. The system includes a feeding device, a power supply, a guide rail, a power adapter, a switching power supply, a light source, an industrial camera and a display screen, and also includes an industrial computer, a first optical fiber sensor, The second optical fiber sensor, isolated RS-232 conversion module, isolated digital input and output module and sorting mechanism. In the present invention, an optical fiber sensor and an industrial camera are installed on the guide rail. When the optical fiber sensor on the guide rail senses the quartz wafer, the industrial camera will take pictures of the quartz wafer after a certain time delay, and process the pictures taken by the industrial camera through the visual processing tool on the industrial computer. Use the system program to judge the appearance quality of the quartz wafer, and sort the quartz wafer into the corresponding box through the sorting mechanism. The invention has the advantages of fast sorting speed, high efficiency, simple structure, convenient operation and control, and the like.
Description
技术领域 technical field
本发明涉及的是一种石英晶片的外观分选技术,特别涉及一种石英晶片的外观自动分选系统及方法。The invention relates to an appearance sorting technology of quartz wafers, in particular to an appearance automatic sorting system and method of quartz wafers.
背景技术 Background technique
石英晶片在电子设备中获得广泛应用,是目前世界上用量最大的晶体材料。其产品主要有石英晶体谐振器、石英晶体振荡器,具有良好的频率稳定性,主要应用于通讯、电脑、导航、航空航天、家用电器等领域。在石英晶片生产加工过程中,要经过切割、研磨等工艺过程,难免其中一部分石英晶片会产生一些外观缺陷,这些缺陷严重影响了石英晶片的性能,所以有必要对生产出来的石英晶片进行分选,将外观质量出现问题的石英晶片从中分离出来。目前生产过程中主要是依靠人工,通过目视方法检测石英晶片存在的外观缺陷,这样的检测方法准确性和效率都比较低。Quartz wafers are widely used in electronic devices and are currently the most used crystalline material in the world. Its products mainly include quartz crystal resonators and quartz crystal oscillators, which have good frequency stability and are mainly used in communications, computers, navigation, aerospace, household appliances and other fields. During the production and processing of quartz wafers, it is inevitable that some of the quartz wafers will have some appearance defects after cutting, grinding and other processes. These defects seriously affect the performance of the quartz wafers, so it is necessary to sort the produced quartz wafers. , to separate the quartz wafers with problems in appearance quality. At present, the production process mainly relies on manual labor to detect the appearance defects of quartz wafers by visual methods. The accuracy and efficiency of such detection methods are relatively low.
邱敏在期刊《仪表技术与传感器》2007年12期上发表了基于图像处理的石英晶体片分选系统,该系统存在如下缺点:第一:该系统采用的图像处理过程需要经过较多步骤的计算,分选速度相对比较慢;第二:该系统是基于USB(Universal Serial BUS,通用串行总线)的单片机通信,采用这种方式的通信使得系统控制相对比较复杂,可靠性较低;第三:该系统的分选机构使用了步进电机、检测盘、分选盘和电磁铁等器件,分选机构的组成结构和操作过程都比较复杂。Qiu Min published a quartz crystal plate sorting system based on image processing in the journal "Instrument Technology and Sensors" No. 12, 2007. This system has the following shortcomings: First: the image processing process used by this system needs to go through many steps. Calculation and sorting speed are relatively slow; second: the system is based on USB (Universal Serial BUS, universal serial bus) single-chip communication, the communication in this way makes the system control relatively complicated and the reliability is low; the second Three: The sorting mechanism of the system uses stepper motors, detection discs, sorting discs, and electromagnets. The composition and operation process of the sorting mechanism are relatively complicated.
发明内容 Contents of the invention
本发明的目的在于克服现有技术的缺点与不足,提供一种分选速度快、效率高、结构简单、操作控制方便的石英晶片的外观自动分选系统。The object of the present invention is to overcome the shortcomings and deficiencies of the prior art, and provide an automatic appearance sorting system for quartz wafers with fast sorting speed, high efficiency, simple structure, and convenient operation and control.
本发明的另一个目的在于利用上述系统实现一种石英晶片的外观自动分选方法。Another object of the present invention is to use the above system to realize an automatic appearance sorting method of quartz wafers.
为了达到上述第一个目的,本发明采用以下技术方案:In order to achieve the above-mentioned first object, the present invention adopts the following technical solutions:
优选的,一种石英晶片的外观自动分选系统,包括送料装置、导轨、电源、电源适配器、开关电源、光源、工业摄像头和显示屏,还包括工业控制计算机(以下简称工控机)、第一光纤传感器、第二光纤传感器、隔离RS-232转换模块、隔离数字量输入输出模块和分选机构,所述隔离RS-232转换模块与工控机的数据接线端口连接;所述隔离数字量输入输出模块通过隔离RS-232转换模块与工控机连接;所述第一光纤传感器和第二光纤传感器分别与隔离数字量输入输出模块连接。Preferably, an appearance automatic sorting system for quartz wafers includes a feeding device, a guide rail, a power supply, a power adapter, a switching power supply, a light source, an industrial camera and a display screen, and also includes an industrial control computer (hereinafter referred to as an industrial computer), a first An optical fiber sensor, a second optical fiber sensor, an isolated RS-232 conversion module, an isolated digital input and output module and a sorting mechanism, the isolated RS-232 conversion module is connected to the data connection port of the industrial computer; the isolated digital input and output The module is connected to the industrial computer through the isolated RS-232 conversion module; the first optical fiber sensor and the second optical fiber sensor are respectively connected to the isolated digital input and output module.
优选的,所述的隔离RS-232转换模块为ADAM-4510、ADAM-4520、ADAM-4510S、ADAM-4522或ADAM-4521模块;隔离数字量输入输出模块为ADAM-4055、ADAM-4052或ADAM-4053模块。Preferably, the isolated RS-232 conversion module is ADAM-4510, ADAM-4520, ADAM-4510S, ADAM-4522 or ADAM-4521 module; the isolated digital input and output module is ADAM-4055, ADAM-4052 or ADAM -4053 modules.
优选的,所述隔离RS-232转换模块和隔离数字量输入输出模块分别与开关电源连接;所述工控机、电源适配器和开关电源分别与电源连接;所述光源和工业摄像头分别通过电源适配器与电源连接。Preferably, the isolated RS-232 conversion module and the isolated digital input and output module are respectively connected to the switching power supply; the industrial computer, the power adapter and the switching power supply are respectively connected to the power supply; the light source and the industrial camera are respectively connected to the power supply through the power adapter power connection.
优选的,所述分选机构包括空气压缩机、气动三联件、电磁阀、气动滑台和分选盒;所述空气压缩机与电源连接;所述电磁阀与隔离数字量输入输出模块连接,并且通过气动三联件与空气压缩机连接;所述的气动滑台与电磁阀连接;所述分选盒包括良品盒和不良品盒,分别安装在导轨相应的出料口。Preferably, the sorting mechanism includes an air compressor, a pneumatic triple, a solenoid valve, a pneumatic slide and a sorting box; the air compressor is connected to a power supply; the solenoid valve is connected to an isolated digital input and output module, And it is connected with the air compressor through the pneumatic triple piece; the pneumatic sliding table is connected with the solenoid valve; the sorting box includes a good product box and a defective product box, which are respectively installed at the corresponding outlets of the guide rails.
优选的,所述送料装置包括第一振动控制器、第二振动控制器、平振器和圆振器;所述第一振动控制器与平振器连接;第二振动控制器与圆振器连接;所述第一振动控制器和第二振动控制器分别与工控机和电源连接。Preferably, the feeding device includes a first vibration controller, a second vibration controller, a flat vibrator and a circular vibrator; the first vibration controller is connected to the flat vibrator; the second vibration controller is connected to the circular vibrator connection; the first vibration controller and the second vibration controller are respectively connected to the industrial computer and the power supply.
优选的,第一光纤传感器通过螺栓固定在平振器上;第二光纤传感器通过螺栓固定在导轨上。Preferably, the first optical fiber sensor is fixed on the vibrator by bolts; the second optical fiber sensor is fixed on the guide rail by bolts.
优选的,所述显示屏为用于显示系统控制界面、建立人机交互平台的触摸屏;触摸屏与工控机连接;所述系统控制界面上包括启停按钮、信息按钮、更换产品按钮、调试按钮、图片位置按钮和帮助按钮。Preferably, the display screen is a touch screen for displaying the system control interface and establishing a human-computer interaction platform; the touch screen is connected to the industrial computer; the system control interface includes a start-stop button, an information button, a product replacement button, a debugging button, Image location button and help button.
优选的,所述工业摄像头和光源安装在导轨上,所述工业摄像头与工控机连接,由工控机控制其工作;所述光源用来增强系统环境的亮度。Preferably, the industrial camera and the light source are installed on a guide rail, the industrial camera is connected to an industrial computer, and its work is controlled by the industrial computer; the light source is used to enhance the brightness of the system environment.
为了达到上述第二个目的,本发明采用以下技术方案:In order to achieve the above-mentioned second purpose, the present invention adopts the following technical solutions:
一种石英晶片的外观自动分选方法,包括以下步骤:A method for automatically sorting the appearance of quartz wafers, comprising the following steps:
(1)系统上电;(1) Power on the system;
(2)加载程序、参数及建立视觉工具模板:在系统的视觉软件中加载系统控制界面的程序和按钮、用户程序及参数,需要加载的参数包括:标志位、BarTime2.Value和BarTime1.Value;其中标志位的初始值为零,BarTime2.Value和BarTime1.Value的值可以通过系统控制界面来设置,BarTime2.Value是控制平振器停止工作的参数,BarTime1.Value是工业摄像头延迟拍摄的时间参数;当出现新产品时,建立新产品的视觉工具模板,在此后的运行中,系统自动加载新产品的视觉工具模板,该视觉工具模板中设定有一个图像斑点面积的阈值;(2) Loading programs, parameters and establishing visual tool templates: Load the programs and buttons of the system control interface, user programs and parameters in the visual software of the system. The parameters to be loaded include: flags, BarTime2.Value and BarTime1.Value; The initial value of the flag bit is zero, the values of BarTime2.Value and BarTime1.Value can be set through the system control interface, BarTime2.Value is the parameter for controlling the stop of the vibrator, and BarTime1.Value is the time parameter for the delayed shooting of the industrial camera ; When there is a new product, set up the visual tool template of the new product, and in the operation thereafter, the system automatically loads the visual tool template of the new product, and a threshold value of image speckle area is set in the visual tool template;
(3)系统开始工作:启动系统,圆振器与平振器开始振动出料,石英晶片通过圆振器和平振器到达导轨上;当第一个石英晶片进入平振器上的第一光纤传感器的感应范围时,工控机检测到一个信号,标志位从零开始进行加法计数,当下一个石英晶片进入平振器上的第一光纤传感器的感应范围时,工控机检测到一个信号,系统判断标志位是否超出BarTime2.Value的值;(3) The system starts to work: start the system, the circular vibrator and the flat vibrator start to vibrate and discharge, and the quartz wafer reaches the guide rail through the circular vibrator and the flat vibrator; when the first quartz wafer enters the first optical fiber on the flat vibrator When the sensing range of the sensor is within the sensing range, the industrial computer detects a signal, and the flag starts counting up from zero. When the next quartz wafer enters the sensing range of the first optical fiber sensor on the vibrator, the industrial computer detects a signal, and the system judges Whether the flag bit exceeds the value of BarTime2.Value;
是,平振器正常工作,标志位清零并且重新开始进行加法计数;Yes, the oscillator works normally, the flag bit is cleared and counting starts again;
否,令平振器停止,标志位继续进行加法计数,当标志位加到BarTime2.Value值时,平振器重新开始工作,标志位清零并且重新进行加法计数;No, stop the oscillator, and the flag bit continues to count up. When the flag bit is added to the value of BarTime2.Value, the shaker starts to work again, the flag bit is cleared and the counting is restarted;
(4)图像采集:石英晶片流入导轨,第二光纤传感器感应到有石英晶片后,发送一个信号给隔离数字量输入输出模块;隔离数字量输入输出模块将第二光纤传感器发送的信号转换成RS-232信号后发送到隔离RS-232转换模块,隔离RS-232转换模块将RS-232信号转换成RS-485信号后传送给工控机,工控机检测到此RS-485信号时控制工业摄像头延时BarTime1.Value后对石英晶片进行拍摄;(4) Image acquisition: the quartz wafer flows into the guide rail, and after the second optical fiber sensor senses the quartz wafer, it sends a signal to the isolated digital input and output module; the isolated digital input and output module converts the signal sent by the second optical fiber sensor into RS The -232 signal is sent to the isolated RS-232 conversion module. The isolated RS-232 conversion module converts the RS-232 signal into an RS-485 signal and transmits it to the industrial computer. When the industrial computer detects the RS-485 signal, it controls the industrial camera. Shoot the quartz wafer after BarTime1.Value;
(5)图像处理:将工业摄像头拍摄到的图像输送到工控机,由视觉软件中的视觉处理工具处理该图像,并将处理的最终结果输出到用户程序;(5) Image processing: the image captured by the industrial camera is sent to the industrial computer, the image is processed by the visual processing tool in the visual software, and the final result of the processing is output to the user program;
(6)石英晶片分选:若视觉处理工具处理后的图像结果出现异常,系统不能分辨出晶片的质量,会将此石英晶片列入不良品,并控制气动电磁阀打开,晶片落入不良品盒,但是出现异常是在极少的情况下才会出现,不会影响整个系统的准确率;(6) Quartz wafer sorting: If the image results processed by the visual processing tool are abnormal and the system cannot distinguish the quality of the wafer, the quartz wafer will be listed as a defective product, and the pneumatic solenoid valve will be controlled to open, and the wafer will fall into the defective product box, but exceptions occur only in rare cases and will not affect the accuracy of the entire system;
若视觉处理工具处理的图像结果未出现异常,由系统用户程序控制完成石英晶片的分选;当出现良片时,系统通过隔离数字量输入输出模块控制电磁阀闭合,石英晶片落入良品盒;当出现不良片时,系统通过隔离数字量输入输出模块控制电磁阀打开,石英晶体片落入不良品盒。If there is no abnormality in the image processing results of the visual processing tool, the sorting of quartz wafers is controlled by the system user program; when there are good pieces, the system controls the solenoid valve to close through the isolated digital input and output module, and the quartz wafers fall into the good product box; When there is a defective piece, the system controls the solenoid valve to open through the isolated digital input and output module, and the quartz crystal piece falls into the defective product box.
优选的,上述步骤(5)中,所述视觉处理工具处理图像包括以下步骤:Preferably, in the above-mentioned step (5), the processing of the image by the visual processing tool includes the following steps:
(5-1)工控机从工业摄像头获得图像源输入;(5-1) The industrial computer obtains the image source input from the industrial camera;
(5-2)图像源输入到边缘检测工具进行边缘检测,得到清晰的图像轮廓为边缘检测结果;(5-2) The image source is input to the edge detection tool for edge detection, and the clear image outline is the edge detection result;
(5-3)边缘检测的结果输入到训练图像工具,通过训练图像工具的处理,所找到图像相对于指定原点的位置和相对于训练过的视觉工具模板的角度为训练图像工具的处理结果;(5-3) The result of edge detection is input to the training image tool, and through the processing of the training image tool, the position of the found image relative to the designated origin and the angle of the trained visual tool template are the processing results of the training image tool;
(5-4)将训练工具处理的结果输入差异探测工具,通过差异探测工具的处理,得到的原始差别图像为差异探测结果;(5-4) Input the result processed by the training tool into the difference detection tool, and through the processing of the difference detection tool, the original difference image obtained is the difference detection result;
(5-5)将差异探测结果输入到坐标空间工具,通过坐标空间工具的处理,调整根坐标后,得到新的用户坐标结果;(5-5) Input the difference detection result into the coordinate space tool, and after adjusting the root coordinates through the processing of the coordinate space tool, a new user coordinate result is obtained;
(5-6)将新的用户坐标结果输入斑点分析工具,斑点分析工具在新的用户坐标结果上对图像作斑点分析,得到斑点分析结果;(5-6) input the speckle analysis tool with the new user coordinate result, and the speckle analysis tool performs speckle analysis on the image on the new user coordinate result, and obtains the speckle analysis result;
(5-7)将斑点分析结果输入到结果分析工具,结果分析工具根据步骤(5-6)得到的斑点分析结果来确定石英晶片的质量,根据用户在视觉工具模板上设置的阈值,其斑点面积大于设定的阈值则为不良片,反之,则为良片;结果分析工具将其分析的最终结果输出到用户程序。(5-7) The speckle analysis result is input to the result analysis tool, and the result analysis tool determines the quality of the quartz wafer according to the speckle analysis result that step (5-6) obtains, and according to the threshold value that the user sets on the vision tool template, its speckle If the area is larger than the set threshold, it is a bad film, otherwise, it is a good film; the result analysis tool outputs the final result of its analysis to the user program.
本发明相对于现有技术具有如下的优点及效果:Compared with the prior art, the present invention has the following advantages and effects:
(1)本发明主要是通过视觉处理工具来处理工业摄像头所拍摄的图像,处理过程中使用定位匹配运算和查找斑点对拍摄的图像进行计算,计算过程简单、快捷,使得分选的速度有了显著的提高。(1) The present invention mainly processes the images taken by the industrial camera through visual processing tools. In the process of processing, the images taken are calculated using positioning matching operations and searching spots. The calculation process is simple and fast, so that the speed of sorting has Improved significantly.
(2)本发明使用的隔离RS-232转换模块、隔离数字量输入输出模块是基于RS-232通信接口的控制系统结构,由于系统包含多个控制子系统的通信,控制系统的结构采用RS-232通信接口的形式,可以大大简化系统的控制,提高系统的可靠性。(2) The isolation RS-232 conversion module used in the present invention, the isolation digital quantity input and output module is the control system structure based on the RS-232 communication interface, because the system includes the communication of a plurality of control subsystems, the structure of the control system adopts RS-232 232 communication interface can greatly simplify the control of the system and improve the reliability of the system.
(3)本发明的分选机构采用电磁阀、气动滑台和分选盒;当出现良片时,工控机通过隔离数字量输入输出模块控制电磁阀闭合,气动滑台不工作,并且处在最初的位置上,使得石英晶片落入良品盒;当有不良片时,工控机通过隔离数字量输入输出模块控制电磁阀打开,气动滑台不工作,并且向前推进,使得石英晶体片进入不良品盒。该系统分选机构的结构组成和分选操作过程都比较简单,容易实现。(3) The sorting mechanism of the present invention adopts electromagnetic valve, pneumatic sliding table and sorting box; At the initial position, the quartz wafer falls into the good product box; when there is a defective piece, the industrial computer controls the solenoid valve to open through the isolated digital input and output module, the pneumatic slide table does not work, and pushes forward, so that the quartz crystal piece enters the non-standard box. Good product box. The structure composition of the sorting mechanism of the system and the sorting operation process are relatively simple and easy to realize.
(4)本发明使用了两个光纤传感器,分别为第一光纤传感器和第二光纤传感器,第一光纤传感器安装在平振器上,系统通过第一光纤传感器检测各个石英晶片之间的距离,当检测到石英晶片排列过密时,平振器停止工作,暂停送料,从而有效控制石英晶片之间的距离,防止因排列过密而影响分选效果;其中第二光纤传感器安装在系统导轨中,只有当第二光纤传感器检测到有石英晶片时,延时一定时间后,工业摄像头在石英晶片进入其所可以拍摄的位置后才开始进行拍摄,可以准确的将需要分选的石英晶片拍摄下来,同时避免工业摄像头拍摄其他对分选没有用的图像,进一步提高了分选的效率。(4) the present invention has used two optical fiber sensors, is respectively the first optical fiber sensor and the second optical fiber sensor, and the first optical fiber sensor is installed on the leveler, and the system detects the distance between each quartz wafer by the first optical fiber sensor, When it is detected that the quartz wafers are arranged too densely, the leveler stops working and the feeding is suspended, so as to effectively control the distance between the quartz wafers and prevent the separation effect due to the dense arrangement; the second optical fiber sensor is installed in the system guide rail , only when the second optical fiber sensor detects that there is a quartz wafer, after a certain time delay, the industrial camera starts to shoot after the quartz wafer enters the position where it can be photographed, and can accurately capture the quartz wafer that needs to be sorted , while avoiding the industrial camera to take other images that are not useful for sorting, further improving the efficiency of sorting.
(5)本发明使用触摸屏作为了人机交互平台,用户通过触摸屏上的系统控制界面可实时查看图像处理状况、晶片总数、合格数、不合格数和合格率等信息,用户也可以通过系统控制界面来控制石英晶片输送延时、停止、工作,调整工业摄像头拍摄的延迟时间、修改和更新视觉工具模板、进行数据统计,使得系统控制更加方便。(5) The present invention uses a touch screen as a human-computer interaction platform. The user can check information such as image processing status, total number of wafers, qualified number, unqualified number, and pass rate in real time through the system control interface on the touch screen. The interface is used to control the delay, stop, and work of quartz wafer transmission, adjust the delay time of industrial camera shooting, modify and update the visual tool template, and perform data statistics, making system control more convenient.
(6)本发明使用的工控机是一种加固的增强型个人计算机,它可以作为一个工业控制器在工业环境中可靠稳定运行。因为工控机的机箱采用钢结构,所以其有较高的防磁、防尘、防冲击的能力,适合在较为恶劣的环境中使用。(6) The industrial computer used in the present invention is a reinforced enhanced personal computer, which can operate reliably and stably as an industrial controller in an industrial environment. Because the chassis of the industrial computer adopts a steel structure, it has high anti-magnetic, dust-proof, and shock-proof capabilities, and is suitable for use in harsh environments.
附图说明 Description of drawings
图1是本发明石英晶片的外观自动分选系统的结构框图。Fig. 1 is the block diagram of the appearance automatic sorting system of the quartz wafer of the present invention.
图2是本发明石英晶片的外观自动分选系统的系统控制界面示意图。Fig. 2 is a schematic diagram of the system control interface of the appearance automatic sorting system for quartz wafers of the present invention.
图3是本发明石英晶片的外观自动分选方法的流程图。Fig. 3 is a flow chart of the automatic appearance sorting method for quartz wafers of the present invention.
图4是本发明石英晶片的外观自动分选方法中石英晶片在平振器上传送的流程图。Fig. 4 is a flow chart of the transfer of quartz wafers on the vibrator in the appearance automatic sorting method of quartz wafers of the present invention.
图5是本发明石英晶片的外观自动分选方法中视觉处理工具处理图像的流程图。Fig. 5 is a flow chart of image processing by a vision processing tool in the automatic appearance sorting method for quartz wafers of the present invention.
具体实施方式 Detailed ways
下面结合实施例及附图对本发明作进一步详细的描述,但本发明的实施方式不限于此。The present invention will be further described in detail below in conjunction with the embodiments and the accompanying drawings, but the embodiments of the present invention are not limited thereto.
如图1所示,本实施例的石英晶片的外观自动分选系统包括送料装置、分选机构、工控机3、电源适配器4、开关电源5、导轨8、触摸屏10、ADAM-4520模块11、ADAM-4055模块12、工业摄像头13、光源14、第一光纤传感器15和第二光纤传感器16、电源20。本实施例使用的隔离RS-232转换模块为ADAM-4520模块11,使用的隔离数字量输入输出模块为ADAM-4055模块。As shown in Figure 1, the appearance automatic sorting system of the quartz wafer of the present embodiment comprises feeding device, sorting mechanism, industrial computer 3, power adapter 4, switching power supply 5, guide rail 8,
分选机构包括空气压缩机6、气动三联件17、电磁阀18、气动滑台19和分选盒;电磁阀18与ADAM-4055模块12连接,并且通过气动三联件17和空气压缩机16连接;气动滑台19与电磁阀18连接;其中分选盒包括良品盒和不良品盒,分别安装在导轨8相应的出料口。The sorting mechanism includes an
送料装置包括平振器7、圆振器9、第一振动控制器1和第二振动控制器2,圆振器9为漏斗形状;第一振动控制器1与平振器7连接,用来控制平振器7工作;第二振动控制器2与圆振器9连接,用来控制圆振器9工作。The feeding device comprises a flat vibrator 7, a circular vibrator 9, a first vibration controller 1 and a second vibration controller 2, and the circular vibrator 9 is a funnel shape; the first vibration controller 1 is connected with the flat vibrator 7 for Control the work of the flat vibrator 7; the second vibration controller 2 is connected with the circular vibrator 9 to control the work of the circular vibrator 9.
ADAM-4520模块11和ADAM-4055模块12分别与开关电源5连接。工控机3、电源适配器4、开关电源5、空气压缩机6、第一振动控制器1和第二振动控制器2分别与电源20连接。光源14和工业摄像头13分别通过电源适配器4与电源20连接。ADAM-4520
ADAM-4520模块11与工控机3的数据接线端口连接,ADAM-4055模块12通过ADAM-4520模块11与工控机3连接,ADAM-4520模块11实现RS-232信号到RS-485信号的转换。ADAM-4520
第一光纤传感器15、第二光纤传感器16和电磁阀18分别与ADAM-4055模块12连接,第一光纤传感器15通过螺栓固定在平振器7上,第二光纤传感器16通过螺栓固定在导轨8上。ADAM-4055模块12控制电磁阀18的状态,电磁阀18的状态有打开和闭合两种;系统通过ADAM-4055模块12检测第一光纤传感器15、第二光纤传感器16发送的信号,判断第一光纤传感器15、第二光纤传感器16是否感应到有石英晶片。The first
工业摄像头13与工控机3连接,由工控机3控制其工作,工业摄像头13和光源14都安装在导轨8上,光源13用来增强系统环境的亮度,使工业摄像头13拍摄到更加清晰的图像。The
本实施例系统的显示屏为用于显示系统控制界面、建立人机交互平台的触摸屏10;触摸屏10与工控机3连接;如图2所示为触摸屏10上显示的系统控制界面,包括“启停”、“信息”、“更换产品”、“调试”、“图片位置”和“帮助”按钮。用户可以通过系统控制界面来控制石英晶片输送延时、停止、工作,调整控制平振器停止工作的参数,调整工业摄像头延迟拍摄的时间参数,修改和更新视觉工具模板、进行数据统计。The display screen of the present embodiment system is a
平振器7上的第一光纤传感器15检测各个石英晶片之间的距离是否过密,如果石英晶片排列过密,平振器7停止工作,一定的时间过后,平振器7才重新开始工作,防止因石英晶片排列过密影响分选效果。The first
导轨8上的第二光纤传感器16检测到有石英晶片经过时发送一个信号给ADAM-4055模块12,ADAM-4055模块12将从第二光纤传感器16接受到的信号转换成RS-232信号后发送给ADAM-4520模块11,ADAM-4520模块11将RS-232信号转换成RS-485信号后再传送给工控机3,工控机检测到此RS-485信号时控制工业摄像头延时一段时间后对石英晶片进行拍摄;When the second optical fiber sensor 16 on the guide rail 8 detects that a quartz wafer passes by, it sends a signal to the ADAM-4055
当出现良片时,工控机3通过ADAM-4055模块12控制电磁阀18闭合,气动滑台19不工作,并且处在最初的位置上,石英晶片落入良品盒;当有不良片时,工控机3通过ADAM-4055模块12控制电磁阀18打开,气动滑台19工作,并且向前推进,石英晶体片进入不良品盒。When there is a good film, the industrial computer 3 controls the
如图3所示,一种石英晶片的外观自动分选方法,包括以下步骤:As shown in Figure 3, the appearance automatic sorting method of a kind of quartz wafer comprises the following steps:
(1)系统上电;(1) Power on the system;
(2)设置和加载程序及参数:在VisionPro(视觉软件)中加载系统控制界面的程序和按钮、用户程序及参数,需要加载的参数包括BarTime1.Value、BarTime2.Value和标志位,BarTime2.Value和BarTime1.Value的值可以通过系统控制界面“图片设置”栏来设置其值,BarTime2.Value是控制平振器停止工作的参数,BarTime1.Value是工业摄像头延迟拍摄的时间参数;当出现新产品时,建立VPP文件(VisionPro文件,即为视觉工具模板),在此后的运行中,系统自动加载新产品的视觉工具模板,该视觉工具模板中设定有一个图像斑点面积的阈值;(2) Setting and loading programs and parameters: Load the programs and buttons of the system control interface, user programs and parameters in VisionPro (vision software). The parameters to be loaded include BarTime1.Value, BarTime2.Value and flags, BarTime2.Value and the value of BarTime1.Value can be set through the system control interface "Picture Settings" column to set its value, BarTime2.Value is the parameter to control the stop of the vibrator, and BarTime1.Value is the time parameter for the delayed shooting of the industrial camera; when a new product appears When, set up VPP file (VisionPro file, be vision tool template), in the operation afterwards, system automatically loads the vision tool template of new product, and the threshold value of an image speckle area is set in this vision tool template;
(3)系统开始工作:点击触摸屏上系统控制界面的“启动”按钮,圆振器与平振器开始振动出料,圆振器为漏斗形状,石英晶片在圆振器的振动作用下由漏斗的底部运动到顶部,并有序到达平振器上,平振器对重叠在一起的石英晶片进行进一步的筛选,确保只有单片石英晶片通过平振器到达导轨上;如图4所示为石英晶片在平振器传送的过程,当第一个石英晶片进入平振器上的第一光纤传感器的感应范围时,工控机检测到一个下降沿信号,标志位从零开始进行加法计数,当下一个石英晶片进入平振器上的第一光纤传感器的感应范围时,工控机检测到一个下降沿信号,系统判断标志位是否超出BarTime2.Value的值;(3) The system starts to work: click the "Start" button on the system control interface on the touch screen, the circular vibrator and the flat vibrator start to vibrate and discharge the material, the circular vibrator is in the shape of a funnel, and the quartz wafer is released from the funnel The bottom moves to the top, and arrives on the leveler in an orderly manner, and the leveler further screens the overlapping quartz wafers to ensure that only a single quartz wafer reaches the guide rail through the leveler; as shown in Figure 4 During the transmission of the quartz wafer on the leveler, when the first quartz wafer enters the sensing range of the first optical fiber sensor on the leveler, the industrial computer detects a falling edge signal, and the flag starts counting up from zero. When a quartz wafer enters the sensing range of the first optical fiber sensor on the vibrator, the industrial computer detects a falling edge signal, and the system judges whether the flag exceeds the value of BarTime2.Value;
是,平振器正常工作,标志位清零并且重新开始进行加法计数;Yes, the oscillator works normally, the flag bit is cleared and counting starts again;
否,令平振器停止,标志位继续进行加法计数,当标志位加到BarTime2.Value值时,平振器重新开始工作,标志位清零并且重新进行加法计数;No, stop the oscillator, and the flag bit continues to count up. When the flag bit is added to the value of BarTime2.Value, the shaker starts to work again, the flag bit is cleared and the counting is restarted;
(4)图像采集:石英晶片流入导轨,第二光纤传感器感应到有石英晶片后,发送一个信号给隔离数字量输入输出模块;隔离数字量输入输出模块将第二光纤传感器发送的信号转换成RS-232信号后发送到隔离RS-232转换模块,隔离RS-232转换模块将RS-232信号转换成RS-485信号,再传送给工控机,工控机检测到此RS-485信号后控制工业摄像头延时BarTime1.Value后对石英晶片进行拍摄;(4) Image acquisition: the quartz wafer flows into the guide rail, and after the second optical fiber sensor senses the quartz wafer, it sends a signal to the isolated digital input and output module; the isolated digital input and output module converts the signal sent by the second optical fiber sensor into RS The -232 signal is sent to the isolated RS-232 conversion module, the isolated RS-232 conversion module converts the RS-232 signal into an RS-485 signal, and then transmits it to the industrial computer, and the industrial computer controls the industrial camera after detecting the RS-485 signal Shoot the quartz wafer after a delay of BarTime1.Value;
(5)图像处理:将工业摄像头拍摄到的图像输送到工控机,由视觉软件中的视觉处理工具处理该图像,并将处理的最终结果输出到用户程序;(5) Image processing: the image captured by the industrial camera is sent to the industrial computer, the image is processed by the visual processing tool in the visual software, and the final result of the processing is output to the user program;
(6)石英晶片分选:若经视觉处理工具处理后的图像出现异常,系统控制界面将弹出提示异常窗口,并自行自动关闭此窗口,此时系统不能分辨出晶片的质量,会将此石英晶片列入不良品,并控制气动电磁阀打开,晶片落入不良品盒,但是出现异常是在极少的情况下才会出现,不会影响整个系统的准确率;(6) Quartz wafer sorting: If the image processed by the visual processing tool is abnormal, the system control interface will pop up a window prompting the exception, and automatically close this window. At this time, the system cannot distinguish the quality of the wafer, and the quartz Chips are listed as defective products, and the pneumatic solenoid valve is controlled to open, and the chips fall into the defective product box, but abnormalities only occur in rare cases, and will not affect the accuracy of the entire system;
若经视觉处理工具处理后的图像结果未出现异常,由系统用户程序控制完成石英晶片的分选;当出现良片时,系统通过ADAM-4055模块控制电磁阀闭合,气动滑台不工作,并且处在最初的位置上,石英晶片落入良品盒;当出现不良片时,系统通过ADAM-4055模块控制电磁阀打开,气动滑台工作,并且向前推进,石英晶体片落入不良品盒。If there is no abnormality in the image results processed by the visual processing tool, the sorting of quartz wafers is completed under the control of the system user program; when there are good wafers, the system controls the solenoid valve to close through the ADAM-4055 module, the pneumatic slide table does not work, and In the initial position, the quartz wafer falls into the good product box; when there is a defective piece, the system controls the solenoid valve to open through the ADAM-4055 module, the pneumatic slide table works, and pushes forward, and the quartz crystal piece falls into the defective product box.
如图5所示为视觉处理工具处理图像的步骤:As shown in Figure 5, the image processing steps of the visual processing tool are as follows:
(5-1)工控机从工业摄像头获得图像源301输入;(5-1) The industrial computer obtains the
(5-2)图像源301输入到CogSobelEdgeTool1(边缘检测工具)302进行边缘检测,边缘检测主要使用Sobel算子(索贝尔算子),根据像素点水平和垂直相邻像素点灰度值加权值,检测达到极大值的点作为边缘,将图像的主体与背景区分开来,得到的清晰的图像轮廓为边缘检测的结果;(5-2)
(5-3)将边缘检测的结果输入到CogPMAlignTool1(训练图像工具)303,训练图像工具运用PatMax算法(VisionPro软件中部件和特征定位的高精度算法),将经过边缘检测的实时图像与PMAlign工具(运行PatMax算法进行校准的工具)中训练过的视觉工具模板进行校准和定位匹配运算,运行结果为所找到图像相对于指定原点的位置和相对于训练过的视觉工具模板的角度;其中视觉工具模板是通过训练的,运用软件设定的参数来查找到得到图像的粗糙特征和精细特征,软件设定的参数包括:极性、颗粒度、自由度和搜索区域;(5-3) The result of edge detection is input to CogPMAlignTool1 (training image tool) 303, and training image tool uses PatMax algorithm (the high-precision algorithm of component and feature location in VisionPro software), the real-time image through edge detection and PMAlign tool (Tools that run the PatMax algorithm for calibration) The trained vision tool template performs calibration and positioning matching operations, and the result of the operation is the position of the found image relative to the specified origin and the angle relative to the trained vision tool template; where the vision tool The template is trained, using the parameters set by the software to find the rough and fine features of the image. The parameters set by the software include: polarity, granularity, degree of freedom and search area;
(5-4)将训练图像工具处理的结果输入到CogPatInspectTool1(差异探测工具)304,差异探测工具利用步骤(5-3)中所找到的图像相对于指定原点的位置和相对于训练过的视觉工具模板的角度对实时图像进行仿射转换,实时图像经过仿射转换后得到的标准化图像与训练过的模板作减法运算,得到原始差别图像;原始差别图像上,石英晶片潜在的差异会保留在高亮部分之上;其中得到的原始差别图像为差异探测的结果;(5-4) The result of the training image tool processing is input to CogPatInspectTool1 (difference detection tool) 304, and the difference detection tool utilizes the image found in step (5-3) relative to the position of the specified origin and relative to the trained vision The angle of the tool template performs affine transformation on the real-time image, and the standardized image obtained after the real-time image undergoes affine transformation is subtracted from the trained template to obtain the original difference image; on the original difference image, the potential difference of the quartz wafer will be retained in the Above the highlighted part; the original difference image obtained is the result of difference detection;
(5-5)将上述差异探测结果输入到CogFixtureTool1(坐标空间工具)305,使得原始差异图像处在根空间上,Fixture工具(定位工具)通过创建一个新的用户坐标系,将根坐标映射到新的用户坐标上,得到新的用户坐标结果,为下面的操作提供一个固定的坐标系;其中根坐标为在任何图像处理之前与所采集的图像的像素相一致的左手坐标系统,当图像在进行图像处理或者再取样时,VisionPro软件会自动调整根空间,以保证图像特征保留在同一位置;(5-5) The above-mentioned difference detection results are input to CogFixtureTool1 (coordinate space tool) 305, so that the original difference image is on the root space, and the Fixture tool (positioning tool) maps the root coordinates to the root space by creating a new user coordinate system On the new user coordinates, the new user coordinate results are obtained, and a fixed coordinate system is provided for the following operations; where the root coordinate is the left-handed coordinate system that is consistent with the pixels of the collected image before any image processing, when the image is in When performing image processing or resampling, VisionPro software will automatically adjust the root space to ensure that image features remain in the same position;
(5-6)将新的用户坐标结果输入CogBlobTool1(斑点分析工具)306,新的用户坐标结果使图像中期望查找的范围落在指定的范围内,斑点分析工具在指定的范围内根据给定的标准通过探测并分析出图像的二维形状;斑点分析工具将图像分割,根据灰度值阈值区分图像中斑点像素和背景像素;区分出斑点像素之后,执行连通性分析,应用形态学算子筛选出面积大于用户给定的最小面积的斑点;输入图像的缺陷经过斑点分析工具处理后显示为图像上的斑点;(5-6) New user coordinate result is input CogBlobTool1 (spot analysis tool) 306, and new user coordinate result makes the range that expects to find in the image fall within the specified range, and the speckle analysis tool is in the specified range according to given The standard detects and analyzes the two-dimensional shape of the image; the speckle analysis tool divides the image, and distinguishes the speckle pixels and background pixels in the image according to the gray value threshold; after distinguishing the speckle pixels, perform connectivity analysis and apply morphological operators Filter out the spots whose area is larger than the minimum area given by the user; the defects of the input image are displayed as spots on the image after being processed by the spot analysis tool;
(5-7)将斑点分析结果输入到CogResultsAnalysisTool1(结果分析工具)307,结果分析工具根据步骤(5-6)得到的斑点来确定石英晶片的质量,根据用户在视觉工具模板上设定的阈值,其斑点面积大于设定的阈值则为不良片,反之,则为良片;结果分析工具将其分析的最终结果输出到用户程序。(5-7) input spot analysis result to CogResultsAnalysisTool1 (result analysis tool) 307, result analysis tool determines the quality of quartz wafer according to the spot that step (5-6) obtains, according to the threshold that the user sets on the vision tool template , if the spot area is greater than the set threshold, it is a bad film, otherwise, it is a good film; the result analysis tool outputs the final result of its analysis to the user program.
上述实施例为本发明较佳的实施方式,但本发明的实施方式并不受上述实施例的限制,例如隔离RS-232转换模块还可以为ADAM-4510、ADAM-4510S、ADAM-4522或ADAM-4521等模块,隔离数字量输入输出模块还可以为ADAM-4052或ADAM-4053等模块,其他的任何未背离本发明的精神实质与原理下所作的改变、修饰、替代、组合、简化,均应为等效的置换方式,都包含在本发明的保护范围之内。The above embodiment is a preferred implementation mode of the present invention, but the implementation mode of the present invention is not limited by the above embodiment, for example, the isolated RS-232 conversion module can also be ADAM-4510, ADAM-4510S, ADAM-4522 or ADAM -4521 and other modules, the isolated digital input and output modules can also be modules such as ADAM-4052 or ADAM-4053, and any other changes, modifications, substitutions, combinations, and simplifications that do not deviate from the spirit and principles of the present invention are applicable. Replacement methods that should be equivalent are all included within the protection scope of the present invention.
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Cited By (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102873035A (en) * | 2012-10-19 | 2013-01-16 | 张家港市超声电气有限公司 | On-line automatic detection device for silicon wafer |
CN103090795A (en) * | 2013-01-22 | 2013-05-08 | 铜陵晶越电子有限公司 | Visual detection device of sizes and defects of quartz wafers |
CN105436096A (en) * | 2015-12-16 | 2016-03-30 | 安徽师范大学 | Material sorting system based on contour analysis |
CN107097148A (en) * | 2017-06-13 | 2017-08-29 | 江苏吉星新材料有限公司 | A kind of sorting technique after sapphire substrate sheet section |
CN108620343A (en) * | 2018-04-09 | 2018-10-09 | 河南中烟工业有限责任公司 | A kind of smoke box appearance quality detection method based on CCD |
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CN117549205A (en) * | 2024-01-11 | 2024-02-13 | 东晶电子金华有限公司 | Quartz wafer polishing method |
Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1758424A (en) * | 2005-08-01 | 2006-04-12 | 华南理工大学 | Chip detection system based on image processing |
CN201394543Y (en) * | 2009-01-21 | 2010-02-03 | 深圳泰美克晶体技术有限公司 | Quartz wafer angle separator and flat vibration front section positioning external member thereof |
CN201662537U (en) * | 2009-12-21 | 2010-12-01 | 天津市华核科技有限公司 | Open visual detection device |
CN201788156U (en) * | 2010-04-22 | 2011-04-06 | 武汉人天包装技术有限公司 | Machine vision automatic detection control system for detonating tubes in civil explosion industry |
US20120008827A1 (en) * | 2009-01-02 | 2012-01-12 | Rueth Edgar | Method and device for identifying objects and for tracking objects in a production process |
-
2012
- 2012-03-02 CN CN 201210053389 patent/CN102601060B/en not_active Expired - Fee Related
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1758424A (en) * | 2005-08-01 | 2006-04-12 | 华南理工大学 | Chip detection system based on image processing |
US20120008827A1 (en) * | 2009-01-02 | 2012-01-12 | Rueth Edgar | Method and device for identifying objects and for tracking objects in a production process |
CN201394543Y (en) * | 2009-01-21 | 2010-02-03 | 深圳泰美克晶体技术有限公司 | Quartz wafer angle separator and flat vibration front section positioning external member thereof |
CN201662537U (en) * | 2009-12-21 | 2010-12-01 | 天津市华核科技有限公司 | Open visual detection device |
CN201788156U (en) * | 2010-04-22 | 2011-04-06 | 武汉人天包装技术有限公司 | Machine vision automatic detection control system for detonating tubes in civil explosion industry |
Cited By (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102873035A (en) * | 2012-10-19 | 2013-01-16 | 张家港市超声电气有限公司 | On-line automatic detection device for silicon wafer |
CN102873035B (en) * | 2012-10-19 | 2014-08-20 | 张家港市超声电气有限公司 | On-line automatic detection device for silicon wafer |
CN103090795A (en) * | 2013-01-22 | 2013-05-08 | 铜陵晶越电子有限公司 | Visual detection device of sizes and defects of quartz wafers |
CN103090795B (en) * | 2013-01-22 | 2015-12-23 | 铜陵晶越电子有限公司 | Quartz wafer size and defective vision pick-up unit |
CN105436096A (en) * | 2015-12-16 | 2016-03-30 | 安徽师范大学 | Material sorting system based on contour analysis |
CN107097148A (en) * | 2017-06-13 | 2017-08-29 | 江苏吉星新材料有限公司 | A kind of sorting technique after sapphire substrate sheet section |
CN107097148B (en) * | 2017-06-13 | 2019-03-15 | 江苏吉星新材料有限公司 | A kind of classification method after sapphire substrate sheet slice |
CN108620343A (en) * | 2018-04-09 | 2018-10-09 | 河南中烟工业有限责任公司 | A kind of smoke box appearance quality detection method based on CCD |
CN110721958A (en) * | 2019-11-22 | 2020-01-24 | 张旭松 | A method for improving crystal surface processing accuracy for crystal cleaning |
CN111359910A (en) * | 2020-03-17 | 2020-07-03 | 苏州日月新半导体有限公司 | Integrated circuit product testing method |
CN117549205A (en) * | 2024-01-11 | 2024-02-13 | 东晶电子金华有限公司 | Quartz wafer polishing method |
CN117549205B (en) * | 2024-01-11 | 2024-04-02 | 东晶电子金华有限公司 | Quartz wafer polishing method |
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