CN101378649A - Abnormality detection method and device - Google Patents
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- 230000005856 abnormality Effects 0.000 title claims abstract description 25
- 238000001514 detection method Methods 0.000 title claims abstract description 9
- 230000002159 abnormal effect Effects 0.000 claims abstract description 5
- 229910000679 solder Inorganic materials 0.000 abstract description 17
- 238000004519 manufacturing process Methods 0.000 abstract description 13
- 230000032683 aging Effects 0.000 abstract description 3
- 239000000758 substrate Substances 0.000 description 30
- 238000004891 communication Methods 0.000 description 4
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- 238000007689 inspection Methods 0.000 description 3
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Abstract
本发明提供一种异常检测方法及装置,其在通常的生产过程中,即使不知道正常值,也可以检测由照明或结构部件等对搭载精度有影响的部件的老化等引起的异常。在多个装置(安装装置10A、10B、10C)中识别同一对象物(印刷基板6)的同一对象(部件标记6B或焊剂膏8)时,基于装置间的识别结果之差,检测装置的异常。在装置存在3台或3台以上的情况下,可以从识别结果的误差分布,推定存在异常的装置。
The present invention provides an abnormality detection method and device capable of detecting abnormalities caused by aging of components such as lighting and structural components that affect mounting accuracy in normal production processes without knowing normal values. When identifying the same object (part mark 6B or solder paste 8) of the same object (printed board 6) in multiple devices (mounting devices 10A, 10B, 10C), detect device abnormality based on the difference in recognition results between devices . When there are three or more devices, it is possible to estimate an abnormal device from the error distribution of the recognition result.
Description
技术领域 technical field
本发明涉及一种由多个装置识别同一对象物的同一对象时的异常检测方法及装置。The present invention relates to an abnormality detection method and device when the same object of the same object is recognized by a plurality of devices.
背景技术 Background technique
如图1所例示,电子部件安装装置(也称为安装机)10,其在XYZ方向上可移动的吸附头12,吸附配置于带式送料器等部件供给装置14中的电子部件,搭载于印刷基板6或液晶基板等基板上。As shown in FIG. 1 , an electronic component mounting device (also referred to as a mounting machine) 10 has a
基板输送装置16将基板6向X方向输送,X轴移动机构18使吸附头12向X方向移动,Y轴移动机构20使吸附头12与该X轴移动机构18一起,向Y方向移动。The
在上述电子部件安装装置10中,在将电子部件搭载于基板6上时,使如图2所例示的基板定位标记(也称为基板标记)6A形成于基板6上,通过向下固定在吸附头12上的基板识别照相机22进行摄像识别,识别基板6的姿态。另一方面,利用向上固定在安装装置10的主体部件上的识别照相机24等,对吸附在吸附头12上的电子部件进行摄像识别,由此识别所吸附的电子部件的吸附位置偏移。并且,利用上述基板6的姿态识别和电子部件的吸附位置偏移的识别,在基板上定位并搭载电子部件。在图2中,6B是部件标记,其用于校正部件的搭载位置等,6C是IC等的电极焊盘。In the above-mentioned electronic
但是,在上述利用照相机进行识别的情况下,有时会由于老化等,出现识别照相机照明的照度变化、或机械结构部件的调整产生失常,部件的搭载精度发生恶化等。However, in the case of recognition using a camera as described above, the illuminance of the recognition camera illumination may change due to aging or the like, or the adjustment of mechanical structural parts may malfunction, and the mounting accuracy of parts may deteriorate.
为此,例如如专利文献1所述,利用照相机对检查用芯片进行摄像,检测吸附嘴与照相机之间的相对位置偏移,进行数据校正。For this purpose, for example, as described in Patent Document 1, a camera is used to image an inspection chip, and a relative positional displacement between the nozzle and the camera is detected to perform data correction.
并且,如专利文献2所述,检测由图像读取装置获取的部件图像从基准位置的位置偏移,对应于偏移量判断是合格品、警告或不合格品,在成为不合格品之前通知操作者。In addition, as described in Patent Document 2, the positional deviation of the component image acquired by the image reading device from the reference position is detected, and whether it is a qualified product, a warning or a defective product is judged according to the amount of deviation, and notification is made before becoming a defective product. operator.
专利文献1:特开2001—223500号公报Patent Document 1: JP-A-2001-223500 Gazette
专利文献2:特开2005—228949号公报Patent Document 2: JP-A-2005-228949 Gazette
发明内容 Contents of the invention
但是,在专利文献1所述的技术方案中,不仅需要异常检测用的检查用芯片或定位件,还需要与生产工序不同的检查工序。However, in the technical means described in Patent Document 1, not only an inspection chip and a spacer for abnormality detection but also an inspection process different from the production process are required.
并且,在专利文献1、2中任一个所记载的技术方案中,异常的判断对每个安装装置单独地进行。因此,如果在各安装装置中可以识别基板标记,则将该结果作为基准进行部件的搭载,因此无法在通常的基板生产过程中,检测出由安装装置的老化等引起的识别装置或安装该识别装置的安装装置的异常。In addition, in the technical means described in any one of Patent Documents 1 and 2, abnormality is determined individually for each mounting device. Therefore, if the board mark can be recognized in each mounting device, the result is used as a reference to mount the component. Therefore, in the normal board production process, it is impossible to detect the recognition device caused by the aging of the mounting device or mount the recognition device. Abnormality of the installation device of the device.
本发明的课题在于,为了解决上述现有技术的问题点,在通常的基板生产动作中,即使不知道正常值,也可以进行装置的异常检测。The object of the present invention is to solve the above-mentioned problems of the prior art, and to detect an abnormality of the device even if the normal value is not known during the normal substrate production operation.
本发明的特征在于,在由多个装置识别同一对象物的同一对象时,基于装置间的识别结果之差,检测装置的异常。The present invention is characterized in that, when the same object of the same object is recognized by a plurality of devices, an abnormality of the device is detected based on a difference in recognition results between the devices.
另外,在装置存在3台或3台以上的情况下,由识别结果的误差的分布,推定存在异常的装置。Also, when there are three or more devices, an abnormal device is estimated from the distribution of errors in the recognition results.
本发明的特征还在于,具有下述单元,其在由多个装置识别同一对象物的同一对象时,基于装置间的识别结果之差,检测装置的异常。The present invention is also characterized by having means for detecting an abnormality of a device based on a difference in recognition results between devices when the same object of the same object is recognized by a plurality of devices.
还具有下述单元,其在装置存在3台或3台以上的情况下,由识别结果的误差的分布,推定存在异常的装置。It also has means for estimating that there is an abnormal device from the distribution of errors in the recognition results when there are three or more devices.
发明的效果The effect of the invention
根据本发明,在通常的生产过程中,即使不知道正常值,也可以检测由照明或结构部件等的对搭载精度有影响的部分的老化的异常。并且,在检测出装置的异常的情况下,通过停止生产,可以事先防止由搭载精度不良引起的不合格品的产生。此外,可以记录识别结果的历史,追溯过去的装置的异常。According to the present invention, even if normal values are not known in normal production processes, it is possible to detect abnormalities caused by deterioration of parts such as lighting and structural components that affect mounting accuracy. In addition, when an abnormality of the device is detected, production can be stopped to prevent the occurrence of defective products due to poor mounting accuracy. In addition, the history of recognition results can be recorded, and abnormalities of devices in the past can be traced.
特别地,在存在3台或3台以上的安装装置的情况下,可以根据识别结果的误差的分布,推定发生异常的可能性高的装置。In particular, when there are three or more mounting devices, it is possible to estimate a device with a high possibility of abnormality from the distribution of errors in the recognition results.
附图说明 Description of drawings
图1是表示部件安装装置的一个例子的结构的斜视图。FIG. 1 is a perspective view showing the structure of an example of a component mounting device.
图2是表示基板的一个例子的俯视图。FIG. 2 is a plan view showing an example of a substrate.
图3是表示本发明的实施方式中的系统构成的框图。FIG. 3 is a block diagram showing a system configuration in the embodiment of the present invention.
图4是表示本发明的第1实施方式的处理顺序的流程图。FIG. 4 is a flowchart showing the processing procedure of the first embodiment of the present invention.
图5是表示本发明的第2实施方式的识别对象的俯视图。Fig. 5 is a plan view showing a recognition object according to a second embodiment of the present invention.
图6是表示本发明的变形例中的系统构成的框图。FIG. 6 is a block diagram showing a system configuration in a modified example of the present invention.
具体实施方式 Detailed ways
以下参照附图,对本发明的实施方式详细地进行说明。Embodiments of the present invention will be described in detail below with reference to the drawings.
本发明的第1实施方式中,将本发明应用于图2所示的基板6上的部件标记6B的识别。In the first embodiment of the present invention, the present invention is applied to the recognition of the part mark 6B on the
在本实施方式中,在图3所示的例如具有3台安装装置10A、10B、10C的生产线中,如图4的流程所示,首先在第1台安装装置10A中,如图1所示利用基板输送装置16将印刷基板6送入安装装置10内,固定印刷基板6。然后,利用安装在可相对于印刷基板6移动的吸附头12上的基板识别照相机22,识别印刷基板6的如图2所示的基板标记6A,检测基板6的姿态。In the present embodiment, in a production line having, for example, three
然后,由刚才检测出的基板6的姿态计算部件标记6B的位置,利用部件识别照相机24识别部件标记6B的实际位置,该部件标记6B是为了校正部件的搭载位置等而使用的(图4的步骤100)。Then, the position of the component mark 6B is calculated from the posture of the
此时,存储由基板标记6A计算出的部件标记6B本来应处于的位置、与由部件识别照相机24实际识别而检测出的位置之间的误差(步骤110)。At this time, the error between the position where the part mark 6B should have been calculated from the board mark 6A and the position actually recognized and detected by the
此后,进行电子部件的搭载,实施通常的基板生产(步骤120)。Thereafter, mounting of electronic components is carried out, and normal substrate production is carried out (step 120).
然后,将与刚才识别的基板相同的基板6,如图3所示,送入与第1台安装装置10A一起构成生产线的第2台安装装置10B,与第1台安装装置10A的情况相同地,识别从由识别装置对基板标记6A的识别结果计算出的本来部件标记6B应处于的位置、与实际部件识别6B的位置之间的误差(步骤130),并存储其结果(步骤140)。Then, as shown in FIG. 3 , the
将这样获取的识别同一基板6的同一部件标记6B的结果的误差,利用安装装置之间的通信功能,在安装装置之间进行比较(步骤150),在误差大的情况下,显示警告,或停止生产(步骤160)。The error of the result of identifying the same part mark 6B of the
在不停止生产的情况下,进行电子部件的搭载(步骤170)。Mounting of electronic components is performed without stopping production (step 170).
同样地,在第3台及以后,也对部件标记6B的位置进行识别(步骤180)、存储(步骤190),并在安装装置之间进行比较(步骤200)。Similarly, the position of the component mark 6B is also recognized (step 180), stored (step 190) and compared among mounting devices (step 200) in the third station and thereafter.
在获取了3台或3台以上的数据的情况下,可以从误差的分布状况,例如存在误差特别大的安装装置的情况等,推测发生异常的可能性高的安装装置(步骤210)。另一方面,在3台之间的误差小的情况下,断定3台均正常(步骤220)。When the data of 3 or more sets are acquired, it is possible to infer the mounting device with high possibility of abnormality from the error distribution status, for example, there is a mounting device with particularly large error (step 210). On the other hand, when the error among the three machines is small, it is judged that all three machines are normal (step 220).
并且,可以参照过去的结果的历史,追溯过去的装置的异常。In addition, it is possible to trace past device abnormalities by referring to the history of past results.
下面,对本发明的第2实施方式详细地进行说明。Next, a second embodiment of the present invention will be described in detail.
本实施方式中,将本发明应用于在印刷基板6上印刷的焊剂膏的识别。In this embodiment, the present invention is applied to identification of solder paste printed on the printed
焊剂膏的识别功能是这样的功能:在图2所示基板标记6A的识别之后,利用安装在图1的吸附头12上的基板识别照相机22,识别图5所示的在印刷基板6的芯片搭载位置(电极焊盘6C)上印刷的焊剂膏8,检测其与由基板标记6A计算出的、焊剂膏8本来应该印刷的位置之间的偏移(印刷偏移)d。The recognition function of the solder paste is a function that, after the recognition of the substrate mark 6A shown in FIG. 2 , the chip on the printed
与图4所示的第1实施方式的情况相同地,首先,将印刷焊剂膏8的印刷基板6送入第1台装置10A,利用基板识别照相机22识别基板标记6A。由基板标记6A的识别结果,计算基板夹紧时的位置偏移。以计算出的夹紧时的位置偏移量为基础,计算对芯片进行搭载的焊剂膏8的位置,使基板识别照相机22移动至焊剂膏8的识别坐标。从而,利用焊剂膏的识别参数,检测焊剂膏8的位置偏移d。As in the case of the first embodiment shown in FIG. 4 , first, the printed
如果没有焊剂印刷的偏移、标记识别的误差、以及结构部件等的误差,则焊剂膏8的识别误差为0。另一方面,如果某一个值有误差,都检测出其误差之和。另外,只要是识别同一焊剂膏8,则印刷偏移量d即使在其他安装装置10B、10C中,也应该检测出大致相同的值。此后,搭载电子部件,实施通常的基板生产。The recognition error of the solder paste 8 is 0 if there are no deviations in solder printing, errors in mark recognition, and errors in structural parts and the like. On the other hand, if a certain value has an error, the sum of its errors is detected. In addition, as long as the same solder paste 8 is identified, substantially the same value should be detected for the amount of printing deviation d in the other mounting
然后,在第2台安装装置10B中,与第1台安装装置10A相同地,送入在第1台中使用的基板6,在识别基板标记6A之后,识别焊剂膏8。在这里,在安装装置之间进行通信,比较同一焊剂膏的识别结果,当误差大的情况下,考虑是在识别装置或安装有该识别装置的安装装置中存在某些异常,所以显示信息,或停止生产。Then, in the mounting
第3台及以后也同样地,在送入基板后识别基板标记6A,并识别焊剂膏8的位置偏移d。同样地利用通信功能,比较与其他安装装置之间的识别结果。在存在3台或3台以上的安装装置的情况下,可以推定结果突出的安装装置中出现异常的可能性高。In the same way, the third and subsequent units recognize the board mark 6A after the board is carried in, and recognize the positional deviation d of the solder paste 8 . Similarly, use the communication function to compare the recognition results with other installed devices. When there are three or more mounting devices, it can be estimated that there is a high possibility of an abnormality occurring in the mounting device whose results are outstanding.
并且,可以通过参照过去的结果的历史,追溯过去的装置的异常。In addition, by referring to the history of past results, it is possible to trace past device abnormalities.
另外,在上述实施方式中,如图3所示,在安装装置之间直接进行通信,但也可以如图6的变形例所示,经由主计算机30评价数据。安装装置的数量也不限于3台,2台或4台及4台以上也可以。In addition, in the above-mentioned embodiment, as shown in FIG. 3 , communication is directly performed between mounting devices, but as shown in a modified example of FIG. 6 , data may be evaluated via the host computer 30 . The number of installation devices is not limited to 3, but 2 or 4 or more than 4 are also possible.
并且,在上述实施方式中,对部件标记6B和焊剂膏8进行识别,但本发明的应用对象不限于此,除此之外,也可以使用本来不会因安装装置而产生识别误差的同一识别对象,检测安装装置的异常。检测对象也不限于安装装置。In addition, in the above-mentioned embodiment, the component mark 6B and the solder paste 8 are recognized, but the application object of the present invention is not limited to this, and in addition, the same recognition that does not cause a recognition error due to the mounting device can also be used. Object that detects anomalies in mounted devices. The detection object is not limited to the installation device, either.
误差识别对象也不限于检测位置和原来位置的偏移,也可以是2个标记之间的距离,或3个或3个以上的标记的相对关系。The object of error identification is not limited to the deviation between the detected position and the original position, and may also be the distance between two marks, or the relative relationship between three or more marks.
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US11395450B2 (en) | 2018-06-28 | 2022-07-19 | Koh Young Technology Inc. | Electronic apparatus and method for determining cause of mounting failure for component mounted on substrate |
US11428644B2 (en) | 2018-11-27 | 2022-08-30 | Koh Young Technology Inc. | Method and electronic apparatus for displaying inspection result of board |
CN111054638A (en) * | 2019-11-27 | 2020-04-24 | 奥特斯科技(重庆)有限公司 | Method for manufacturing a component carrier and device for handling panels during manufacturing |
US11935221B2 (en) | 2019-11-27 | 2024-03-19 | AT&S (Chongqing) Company Limited | User interface for judgment concerning quality classification of displayed arrays of component carriers |
Also Published As
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JP2009054759A (en) | 2009-03-12 |
JP4871234B2 (en) | 2012-02-08 |
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