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JP2015175652A - Nut attachment presence/absence inspection device - Google Patents

Nut attachment presence/absence inspection device Download PDF

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JP2015175652A
JP2015175652A JP2014050650A JP2014050650A JP2015175652A JP 2015175652 A JP2015175652 A JP 2015175652A JP 2014050650 A JP2014050650 A JP 2014050650A JP 2014050650 A JP2014050650 A JP 2014050650A JP 2015175652 A JP2015175652 A JP 2015175652A
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nut
hole
attached
surface side
inspection device
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JP6278765B2 (en
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稔正 山根
Toshimasa Yamane
稔正 山根
義昭 山根
Yoshiaki Yamane
義昭 山根
秀智 伊藤
Hidetomo Ito
秀智 伊藤
努 田上
Tsutomu Tagami
努 田上
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Keylex Corp
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Keylex Corp
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Abstract

PROBLEM TO BE SOLVED: To provide a nut attachment presence/absence inspection device capable of determining the attachment presence/absence of a nut attached to the back surface side of a workpiece from the front surface side of the workpiece.SOLUTION: A CCD camera 2 photographs a region including a pierce hole 10a on the front surface side of a press molded article 10. Each LED light source 3 is disposed on a side of the CCD camera 2, and radiates light to the region including the pierce hole 10a on the front surface side of the press molded article 10. A control unit 4 determines the attachment presence/absence of the nut 11 by comparing a calculation result of the region corresponding to the pierce hole 10a in a photographic image W by the CCD camera 2 with a previously set value.

Description

本発明は、ワークにナットが取り付けられているか否かを判定するナット取付有無検査装置に関する。   The present invention relates to a nut attachment presence / absence inspection apparatus that determines whether or not a nut is attached to a workpiece.

従来より、自動車は、複数のパネル状をなすプレス成形品を組み立てて車体ボディにし、該車体ボディに各種部品を取り付けて完成させている。上記車体ボディへの各種部品の取り付けは、例えば、ボルト及びナットによる締結で行われ、上記ナットは、所謂ウェルドナットで上記車体ボディに溶着により取り付けられることが多い。   2. Description of the Related Art Conventionally, automobiles have been completed by assembling a plurality of panel-shaped press-formed products into a body body, and attaching various parts to the body body. Various parts are attached to the vehicle body by, for example, fastening with bolts and nuts, and the nut is often attached to the vehicle body with a so-called weld nut by welding.

車体ボディの生産ラインでは、一般的に、上記ナットの車体ボディへの取付有無の判定を作業者が目視で行う。しかし、作業者による目視判定は非常に煩雑であるため、これを回避するために、例えば、特許文献1に開示されている検査装置を利用してナットの車体ボディへの取付有無を判定することが考えられる。特許文献1の検査装置は、2つのカメラでプレス成形品の表面に取り付けられた部品を異なる角度から撮影し、該撮影画像を予め設定された基準データと比較してナットの取付有無を判定している。   In a body body production line, an operator visually determines whether or not the nut is attached to the body body. However, since the visual determination by the operator is very complicated, in order to avoid this, for example, it is determined whether or not the nut is attached to the vehicle body using the inspection device disclosed in Patent Document 1. Can be considered. The inspection apparatus of Patent Document 1 photographs parts mounted on the surface of a press-formed product with two cameras from different angles, and compares the photographed images with preset reference data to determine whether or not a nut is attached. ing.

ところで、上記ナットは、プレス成形品に形成された貫通孔にナットの螺合孔が対応するようプレス成形品の裏面側に取り付けられ、車体ボディになったときに、車体ボディの内側に位置する場合がある。   By the way, the nut is attached to the back side of the press-molded product so that the screwing hole of the nut corresponds to the through-hole formed in the press-molded product, and is located inside the vehicle body when it becomes the vehicle body. There is a case.

特開平10−73419号公報JP-A-10-73419

しかし、特許文献1の検査装置は、カメラでプレス成形品に取り付けられた各種部品を直接撮影することで当該各種部品の取付有無を判定するものであり、上述の如き車体ボディの内側にナットが位置するとともにカメラを車体ボディの内側に挿入できないような場合には、ナットの取付有無を判定できない。また、車体ボディの内側にナットが位置しない場合であっても、生産ラインの構成上、カメラをプレス成形品の裏面側に位置させることが叶わず、カメラでプレス成形品の裏面側を撮影できるようプレス成形品の姿勢を変える必要が生じる場合には、その姿勢変更動作によりラインタクトが増えることになってしまう。   However, the inspection apparatus of Patent Document 1 determines whether or not the various parts are attached by directly photographing the various parts attached to the press-molded product with a camera. A nut is provided inside the vehicle body as described above. If it is located and the camera cannot be inserted inside the vehicle body, it cannot be determined whether or not the nut is attached. Even if the nut is not located inside the body of the vehicle body, the camera cannot be positioned on the back side of the press-molded product due to the configuration of the production line, and the back side of the press-molded product can be photographed with the camera. When it is necessary to change the posture of the press-molded product, the line tact increases due to the posture changing operation.

本発明は、斯かる点に鑑みてなされたものであり、その目的とするところは、ワークの裏面側に取り付けられたナットの取付有無をワークの表面側から判定できるナット取付有無検査装置を提供することにある。   The present invention has been made in view of such points, and an object of the present invention is to provide a nut mounting presence / absence inspection device that can determine whether or not a nut attached to the back side of a workpiece is attached from the surface side of the workpiece. There is to do.

上記の目的を達成するために、本発明は、ナットの螺合孔に光を照射するとナットの螺子山により光が乱反射することを利用してナットの取付有無を判定できるようにしたことを特徴とする。   In order to achieve the above object, the present invention is characterized in that it is possible to determine whether or not a nut is attached by utilizing the fact that light is diffusely reflected by the screw thread of the nut when light is applied to the screwing hole of the nut. And

具体的には、パネル状のワークに形成された貫通孔にナットの螺合孔が対応するよう上記ワーク裏面側に取り付けられた上記ナットの取付有無を上記ワーク表面側から判定するナット取付有無検査装置において、次のような解決手段を講じた。   Specifically, a nut mounting presence / absence inspection is performed to determine whether or not the nut attached to the back surface side of the work is attached to the through hole formed in the panel-like work from the work surface side. In the apparatus, the following solutions were taken.

すなわち、第1の発明では、上記ワーク表面側の上記貫通孔を含む領域を撮影するカメラと、該カメラの側方に配置され、上記ワーク表面側の上記貫通孔を含む領域に光を照射する光源と、上記カメラによる撮影画像の上記貫通孔に対応する領域の演算結果と予め設定された設定値とを比較して上記ナットの取付有無を判定する判定手段とを備えていることを特徴とする。   That is, in the first invention, a camera that captures an area including the through hole on the workpiece surface side, and a light that is disposed on the side of the camera and irradiates the area including the through hole on the workpiece surface side. A light source; and a determination unit that determines whether or not the nut is attached by comparing a calculation result of a region corresponding to the through hole of the image captured by the camera with a preset setting value. To do.

第2の発明では、第1の発明において、上記判定手段は、上記撮影画像の上記貫通孔に対応する領域の各画素の色強度を演算し、予め設定された設定値以上の色強度の領域があるか否かで上記ナットの取付有無を判定するよう構成されていることを特徴とする。   In a second invention, in the first invention, the determination means calculates a color intensity of each pixel in an area corresponding to the through hole of the photographed image, and an area having a color intensity equal to or greater than a preset setting value. It is configured to determine whether or not the nut is attached depending on whether or not there is.

第3の発明では、第1又は第2の発明において、上記光源は、上記カメラ周りの等間隔の位置に複数設けられていることを特徴とする。   According to a third invention, in the first or second invention, a plurality of the light sources are provided at equidistant positions around the camera.

第1の発明では、ワークの貫通孔をワークの表面側からカメラで撮影する際、カメラの撮影方向に対して斜めに照射されて貫通孔を通過する光源からの光が、ワーク裏面側に取り付けられたナットの螺合孔の凹凸によって乱反射する。したがって、撮影画像における貫通孔に対応する領域において、光源からの光による乱反射の領域とその他の領域とに差が生じるので、予め設定された設定値と比較することでワーク裏面側のナットの取付有無を判定することができる。   In the first invention, when the through hole of the work is photographed from the front side of the work by the camera, the light from the light source that is irradiated obliquely with respect to the photographing direction of the camera and passes through the through hole is attached to the back side of the work It is irregularly reflected by the unevenness of the screwed hole of the nut. Therefore, in the region corresponding to the through hole in the photographed image, there is a difference between the region of irregular reflection due to the light from the light source and the other region. Therefore, it is possible to attach the nut on the back side of the workpiece by comparing with a preset set value. Presence / absence can be determined.

第2の発明では、撮影画像の各画素が持つ色強度データをそのまま利用して判定処理を行うので、複雑な演算処理を行う必要がなく、判定手段の演算負荷を減らすことができる。   In the second invention, the determination processing is performed by using the color intensity data of each pixel of the captured image as it is, so that it is not necessary to perform complicated calculation processing, and the calculation load of the determination means can be reduced.

第3の発明では、ワーク裏面側に取り付けられたナットの螺合孔全周に光が照射されるようになるので、ワーク裏面側にナットが取り付けられた状態では、必ずナットの螺合孔内周面が乱反射した撮影画像を得ることができ、ナットの取付有無を確実に判定することができる。   In the third invention, since light is irradiated to the entire circumference of the screwing hole of the nut attached to the back surface side of the work, the inner peripheral surface of the screwing hole of the nut is always in a state where the nut is attached to the back surface side of the work It is possible to obtain a photographed image with irregular reflection, and to reliably determine whether or not a nut is attached.

(a)は、本発明の実施形態に係る検査装置の全体構成を示す図であり、(b)は、A矢視図である。(A) is a figure which shows the whole structure of the test | inspection apparatus which concerns on embodiment of this invention, (b) is A arrow directional view. ナットが裏面側に取り付けられたプレス成形品のピアス孔周りの領域を表面側から撮影した図である。It is the figure which image | photographed the area | region around the piercing hole of the press molded product with which the nut was attached to the back surface side from the surface side. 図2のB部を拡大して各画素を誇張した概略図である。It is the schematic which expanded the B section of FIG. 2 and exaggerated each pixel.

以下、本発明の実施形態を図面に基づいて詳細に説明する。尚、以下の好ましい実施形態の説明は、本質的に例示に過ぎない。   Hereinafter, embodiments of the present invention will be described in detail with reference to the drawings. The following description of the preferred embodiment is merely exemplary in nature.

図1は、本発明のナット取付有無検査装置1を示す。該検査装置1は、断面ハット形状(パネル状)をなすプレス成形品10(ワーク)に図示しない車両用ブラケット(小物部品)を組み付ける生産ラインに配置され、上記プレス成形品10に形成されたピアス孔10a(貫通孔)にナット11の螺合孔11aが対応するようプレス成形品10の裏面側に取り付けられた上記ナット11の取付有無を上記プレス成形品10の表面側から判定するようになっている。   FIG. 1 shows a nut mounting presence inspection device 1 of the present invention. The inspection device 1 is arranged on a production line in which a vehicle bracket (small part) (not shown) is assembled to a press-formed product 10 (workpiece) having a cross-sectional hat shape (panel shape), and the pierce formed on the press-formed product 10 Whether the nut 11 attached to the back side of the press-molded product 10 is attached so that the screwing hole 11a of the nut 11 corresponds to the hole 10a (through hole) is determined from the front side of the press-molded product 10. ing.

尚、上記プレス成形品10は、図示しない汎用ロボットのアーム部12先端に把持されて表面側が上向く姿勢となっている。   The press-molded product 10 is held at the tip of the arm portion 12 of a general-purpose robot (not shown) so that the surface side faces upward.

上記プレス成形品10の上方には、撮影レンズが真下に向くCCDカメラ2が配置され、該CCDカメラ2は、上記プレス成形品10表面側の上記ピアス孔10aを含む領域を上方から撮影するようになっている。   Above the press-molded product 10, the CCD camera 2 is arranged so that the photographic lens faces directly below. The CCD camera 2 photographs the region including the pierce hole 10a on the surface side of the press-molded product 10 from above. It has become.

上記CCDカメラ2の側方には、4つのLED光源3が平面視でCCDカメラ2周りに等間隔に配置され、上記各LED光源3は、上記プレス成形品10表面側の上記ピアス孔10aを含む領域に光を斜め上方から照射するとともに、照射した光を上記ナット11における螺合孔11aの凹凸によって乱反射させている。   On the side of the CCD camera 2, four LED light sources 3 are arranged at equal intervals around the CCD camera 2 in plan view, and the LED light sources 3 pass through the pierce holes 10 a on the surface side of the press-molded product 10. The region including the light is irradiated obliquely from above, and the irradiated light is irregularly reflected by the unevenness of the screw hole 11 a in the nut 11.

上記CCDカメラ2及び上記各LED光源3には、制御部4(判定手段)が接続されている。   A controller 4 (determination means) is connected to the CCD camera 2 and the LED light sources 3.

該制御部4は、図2及び図3に示すように、上記CCDカメラ2で撮影されたプレス成形品10の撮影画像Wを取り込み、当該撮影画像Wに基づいて上記プレス成形品10の裏面側にナット11が取り付けられているか否かを判定するようになっている。   As shown in FIGS. 2 and 3, the control unit 4 takes a photographed image W of the press-molded product 10 photographed by the CCD camera 2, and based on the photographed image W, the back side of the press-molded product 10. It is determined whether or not the nut 11 is attached.

上記制御部4は、上記撮影画像Wを演算する演算部4aと、予め設定された設定値を記憶する記憶部4bとを備え、上記演算部4aによって上記撮影画像Wの上記ピアス孔10aに対応する領域の演算結果と、上記記憶部4bに記憶された設定値とを比較して乱反射した領域Rがあるか否かを判定するようになっている。   The control unit 4 includes a calculation unit 4a that calculates the captured image W and a storage unit 4b that stores a preset setting value. The calculation unit 4a corresponds to the pierce hole 10a of the captured image W. It is determined whether or not there is a region R that is irregularly reflected by comparing the calculation result of the region to be compared with the set value stored in the storage unit 4b.

具体的には、上記演算部4aは、図3に示すように、上記撮影画像Wにおけるピアス孔10aに対応する領域の画素群Pを抽出し、まず、当該画素群Pのピアス孔10a外周部分に対応する所定位置の画素P1から一定方向(図3のV方向)に連続する各画素の色強度(R値+B値+G値)を順に演算するようになっている。次に、画素P1からV方向に並ぶ一列の各画素の演算が終了すると、上記画素P1に隣り合う画素P2からV方向に一列に並ぶ各画素の演算を行う。その後、画素P1やP2に隣り合う画素P3、P4・・・からV方向に一列に並ぶ各画素の演算を順次行うようになっている。   Specifically, as shown in FIG. 3, the calculation unit 4a extracts a pixel group P in a region corresponding to the piercing hole 10a in the captured image W, and first, an outer peripheral portion of the piercing hole 10a of the pixel group P. The color intensity (R value + B value + G value) of each pixel continuous in a certain direction (V direction in FIG. 3) from the pixel P1 at a predetermined position corresponding to is sequentially calculated. Next, when the calculation of each pixel in a line aligned in the V direction from the pixel P1 is completed, the calculation of each pixel aligned in a line in the V direction is performed from the pixel P2 adjacent to the pixel P1. After that, the calculation of each pixel arranged in a line in the V direction is sequentially performed from the pixels P3, P4... Adjacent to the pixels P1 and P2.

そして、上記制御部4は、上記演算部4aにより演算した画素群Pの各画素の値において予め設定された設定値以上であるものを見つけると(乱反射している領域をみつけると)、その地点で演算を終了し、ナット11がプレス成形品10の裏面側に取り付けられていると判定するようになっている。   And when the said control part 4 finds what is more than the preset value in the value of each pixel of the pixel group P calculated by the said calculating part 4a (when the area | region which is irregularly reflected is found), the point Thus, the calculation is terminated, and it is determined that the nut 11 is attached to the back side of the press-formed product 10.

一方、上記制御部4は、上記撮影画像Wにおけるピアス孔10aに対応する領域の画素群Pの全画素が予め設定された設定値未満であると、ナット11がプレス成形品10の裏面側に取り付けられていないと判定するようになっている。   On the other hand, when the control unit 4 has all the pixels of the pixel group P in the region corresponding to the piercing hole 10a in the captured image W less than a preset value, the nut 11 is placed on the back side of the press-formed product 10. It is determined that it is not attached.

つまり、上記制御部4は、上記撮影画像Wの上記ピアス孔10aに対応する領域の各画素Pの色強度を演算し、予め設定された設定値以上の色強度の領域があるか否かで上記ナット11の取付有無を判定するようになっている。   That is, the control unit 4 calculates the color intensity of each pixel P in the area corresponding to the piercing hole 10a of the photographed image W, and determines whether there is an area having a color intensity equal to or higher than a preset value. Whether or not the nut 11 is attached is determined.

以上より、本発明の実施形態によると、プレス成形品10のピアス孔10aをプレス成形品10の表面側からCCDカメラ2で撮影する際、CCDカメラ2の撮影方向に対して斜めに照射されてピアス孔10aを通過するLED光源3からの光が、プレス成形品10の裏面側に取り付けられたナット11の螺合孔11aの凹凸によって乱反射する。したがって、撮影画像Wにおけるピアス孔10aに対応する領域において、LED光源3からの光による乱反射の領域とその他の領域とに差が生じるので、予め設定された設定値と比較することでプレス成形品10の裏面側におけるナット11の取付有無を判定することができる。   As described above, according to the embodiment of the present invention, when the piercing hole 10a of the press-molded product 10 is photographed from the surface side of the press-molded product 10 by the CCD camera 2, it is irradiated obliquely with respect to the photographing direction of the CCD camera 2. The light from the LED light source 3 passing through the piercing hole 10a is irregularly reflected by the unevenness of the screwing hole 11a of the nut 11 attached to the back surface side of the press-formed product 10. Accordingly, in the region corresponding to the piercing hole 10a in the photographed image W, a difference occurs between the region of irregular reflection due to the light from the LED light source 3 and the other region, so that the press molded product is compared with a preset set value. Whether or not the nut 11 is attached on the back surface side of the ten can be determined.

また、撮影画像Wの各画素が持つ色強度データをそのまま利用して判定処理を行うので、複雑な演算処理を行う必要がなく、制御部4の演算負荷を減らすことができる。   In addition, since the determination process is performed using the color intensity data of each pixel of the captured image W as it is, it is not necessary to perform a complicated calculation process, and the calculation load on the control unit 4 can be reduced.

さらに、プレス成形品10の裏面側に取り付けられたナット11の螺合孔11a全周に光が照射されるようになるので、プレス成形品10の裏面側にナット11が取り付けられた状態では、必ずナット11の螺合孔11a内周面が乱反射した撮影画像Wを得ることができ、ナット11の取付有無を確実に判定することができる。   Further, since light is irradiated to the entire circumference of the screwing hole 11a of the nut 11 attached to the back surface side of the press-formed product 10, in a state where the nut 11 is attached to the back surface side of the press-formed product 10, A photographed image W in which the inner peripheral surface of the screw hole 11a of the nut 11 is irregularly reflected can be obtained, and the presence or absence of the nut 11 can be reliably determined.

尚、本発明の実施形態では、プレス成形品10表面側のピアス孔10aを含む領域の撮影にCCDカメラ2を用いているが、CMOSカメラを用いて撮影してもよい。   In the embodiment of the present invention, the CCD camera 2 is used to image the area including the pierce hole 10a on the surface side of the press-molded product 10, but the image may be captured using a CMOS camera.

また、本発明の実施形態では、CCDカメラ2の周りに4つのLED光源3が配置されているが、これに限らず、CCDカメラ2の周りに1〜3つのLED光源3を配置してもよいし、5つ以上のLED光源3を配置してもよい。   In the embodiment of the present invention, the four LED light sources 3 are arranged around the CCD camera 2. However, the present invention is not limited to this, and one to three LED light sources 3 may be arranged around the CCD camera 2. Alternatively, five or more LED light sources 3 may be arranged.

さらに、本発明の実施形態では、撮影画像Wの各画素の色強度データを演算処理して予め設定された設定値と比較することによりナットの取付有無を判定するようになっているが、これに限らず、例えば、撮影画像Wを二値化処理して予め設定された設定値と比較することによりナットの取付有無を判定するようにしてもよい。   Furthermore, in the embodiment of the present invention, the color intensity data of each pixel of the photographed image W is calculated and compared with a preset setting value to determine whether or not the nut is attached. For example, the presence / absence of the nut may be determined by binarizing the captured image W and comparing it with a preset set value.

それに加えて、本発明の実施形態では、LEDタイプの光源を用いているが、LEDタイプでない光源で照明してもよい。   In addition, although the LED type light source is used in the embodiment of the present invention, illumination may be performed with a light source other than the LED type.

尚、ナット11の取付有無を判定する際に用いる色強度データは、R値だけを取り出して判定処理に用いてもよいし、R値、B値及びG値全てを判定処理に用いて判定処理を行ってもよい。   Note that the color intensity data used when determining whether or not the nut 11 is attached may be obtained by using only the R value for the determination process, or by using all the R value, B value, and G value for the determination process. May be performed.

本発明は、ワークにナットが取り付けられているか否かを判定するナット取付有無検査装置に適している。   The present invention is suitable for a nut attachment presence / absence inspection apparatus that determines whether or not a nut is attached to a workpiece.

1 ナット取付有無検査装置
2 CCDカメラ
3 LED光源
4 制御部(判定手段)
10 プレス成形品(ワーク)
10a ピアス孔(貫通孔)
11 ナット
11a 螺合孔
W 撮影画像
P 画素
DESCRIPTION OF SYMBOLS 1 Nut attachment presence inspection apparatus 2 CCD camera 3 LED light source 4 Control part (determination means)
10 Press-formed product (work)
10a Piercing hole (through hole)
11 Nut 11a Screwing hole W Photographed image P Pixel

Claims (3)

パネル状のワークに形成された貫通孔にナットの螺合孔が対応するよう上記ワーク裏面側に取り付けられた上記ナットの取付有無を上記ワーク表面側から判定するナット取付有無検査装置であって、
上記ワーク表面側の上記貫通孔を含む領域を撮影するカメラと、
該カメラの側方に配置され、上記ワーク表面側の上記貫通孔を含む領域に光を照射する光源と、
上記カメラによる撮影画像の上記貫通孔に対応する領域の演算結果と予め設定された設定値とを比較して上記ナットの取付有無を判定する判定手段とを備えていることを特徴とするナット取付有無検査装置。
A nut mounting presence / absence inspection device that determines whether or not the nut attached to the back side of the work is attached to the through hole formed in the panel-like work from the work surface side,
A camera for photographing an area including the through hole on the workpiece surface side;
A light source disposed on the side of the camera and irradiating light to a region including the through hole on the workpiece surface side;
A nut mounting comprising: a determination unit that determines whether or not the nut is mounted by comparing a calculation result of a region corresponding to the through hole of the photographed image by the camera and a preset setting value. Presence inspection device.
請求項1に記載のナット取付有無検査装置において、
上記判定手段は、上記撮影画像の上記貫通孔に対応する領域の各画素の色強度を演算し、予め設定された設定値以上の色強度の領域があるか否かで上記ナットの取付有無を判定するよう構成されていることを特徴とするナット取付有無検査装置。
In the nut mounting presence / absence inspection device according to claim 1,
The determination means calculates the color intensity of each pixel in the area corresponding to the through-hole of the photographed image, and determines whether the nut is attached or not depending on whether there is an area having a color intensity equal to or higher than a preset value. A nut mounting presence / absence inspection device characterized by being configured to determine.
請求項1又は2に記載のナット取付有無検査装置において、
上記光源は、上記カメラ周りの等間隔の位置に複数設けられていることを特徴とするナット取付有無検査装置。
In the nut mounting presence / absence inspection device according to claim 1 or 2,
A nut mounting presence / absence inspection device, wherein a plurality of the light sources are provided at equal intervals around the camera.
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Citations (6)

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JP2007304011A (en) * 2006-05-12 2007-11-22 Nitto Seiko Co Ltd Female thread molded part quality inspection device and female thread molding quality inspection method
US20080079936A1 (en) * 2006-09-29 2008-04-03 Caterpillar Inc. Internal thread inspection probe
JP2010047086A (en) * 2008-08-20 2010-03-04 Central Motor Co Ltd Nut detection system for body panel
JP2013182395A (en) * 2012-03-01 2013-09-12 Nissan Motor Co Ltd Object inspection device, object inspection method, and object inspection program
JP2013185877A (en) * 2012-03-06 2013-09-19 Mitsubishi Electric Corp Method and device of detecting flux application

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2007010620A (en) * 2005-07-04 2007-01-18 Fanuc Ltd Screw part inspection device and screw part test method
JP2007304011A (en) * 2006-05-12 2007-11-22 Nitto Seiko Co Ltd Female thread molded part quality inspection device and female thread molding quality inspection method
US20080079936A1 (en) * 2006-09-29 2008-04-03 Caterpillar Inc. Internal thread inspection probe
JP2010047086A (en) * 2008-08-20 2010-03-04 Central Motor Co Ltd Nut detection system for body panel
JP2013182395A (en) * 2012-03-01 2013-09-12 Nissan Motor Co Ltd Object inspection device, object inspection method, and object inspection program
JP2013185877A (en) * 2012-03-06 2013-09-19 Mitsubishi Electric Corp Method and device of detecting flux application

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