JP2003311464A - Instrument and method for inspecting welded state in annular welded part - Google Patents
Instrument and method for inspecting welded state in annular welded partInfo
- Publication number
- JP2003311464A JP2003311464A JP2002112575A JP2002112575A JP2003311464A JP 2003311464 A JP2003311464 A JP 2003311464A JP 2002112575 A JP2002112575 A JP 2002112575A JP 2002112575 A JP2002112575 A JP 2002112575A JP 2003311464 A JP2003311464 A JP 2003311464A
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- Prior art keywords
- welding
- ring
- welded portion
- shaped welded
- shaped
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
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- Length Measuring Devices By Optical Means (AREA)
- Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
- Image Processing (AREA)
- Image Analysis (AREA)
Abstract
Description
【0001】[0001]
【発明の属する技術分野】この発明は、例えば配線用遮
断器の電磁形引外し装置に時限素子として用いられるオ
イルダッシュポットなど、環形状溶接部を有する金属製
部品の溶接状態を自動的に検査する環形状溶接部の溶接
状態検査装置および検査方法に関するものである。BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention automatically checks the welding condition of metal parts having ring-shaped welded portions such as oil dashpots used as timed elements in electromagnetic trip devices for circuit breakers. The present invention relates to a welding state inspection device and inspection method for a ring-shaped welded portion.
【0002】[0002]
【従来の技術】従来の金属製部品の溶接部の検査装置と
しては、円筒形の金属製部品からなる検査対象部品の溶
接部に向けて切削方向に沿った方向から斜め方向に光を
照射し、その反射光を溶接部の上方に配置したテレビカ
メラ等によって撮像し、その撮像した二次元画像中にお
ける溶接線上の位置と溶接線以外の位置の部分領域の濃
度(濃淡度)平均を求め、それらの差の大小によって未
溶接箇所を判定する方法が提案されている。また、特開
平8−267269号公報においては、未溶接箇所の判
定に、切削方向に沿った方向に加えて、切削方向に対し
て垂直な方向から斜め方向に光を照射して撮像した二次
元画像も用いることにより、検査対象部品である金属製
部品の表面状態(焼けの有無)に左右されずに溶接部の
検査を行う方法が開示されている。2. Description of the Related Art As a conventional inspection device for a welded part of a metal part, a welded part of a part to be inspected made of a cylindrical metal part is irradiated with light obliquely from a direction along a cutting direction. , The reflected light is imaged by a television camera or the like arranged above the welded portion, and the density (shadeness) average of the position on the welding line in the imaged two-dimensional image and the partial area at the position other than the welding line is obtained, A method of determining an unwelded portion based on the magnitude of the difference is proposed. In addition, in Japanese Unexamined Patent Publication No. 8-267269, in order to determine an unwelded portion, in addition to the direction along the cutting direction, a two-dimensional image is obtained by irradiating light from a direction perpendicular to the cutting direction and obliquely. There is disclosed a method of inspecting a welded portion by using images also without being influenced by the surface condition (presence or absence of burning) of a metal component which is an inspection target component.
【0003】[0003]
【発明が解決しようとする課題】従来の溶接部の検査装
置は以上のように構成されているので、溶接部の検査は
局所的に行われるため、溶接部のすべての箇所を検査す
るには多大な検査時間が必要であり、さらに、本従来検
査では溶接がなされているかどうかの有無検査を行うだ
けであり、溶接散り等の溶接状態の検査は行えないとい
う問題があった。Since the conventional weld inspection device is constructed as described above, since the weld inspection is performed locally, it is necessary to inspect all parts of the weld. It requires a lot of inspection time, and further, in the conventional inspection, there is a problem that only the presence / absence of the welding is inspected, and the inspection of the welding state such as the dispersion of welding cannot be performed.
【0004】この発明は、上記のような問題点を解消す
るためになされたもので、金属板等に環形状に溶接され
た部分の検査を、金属板の表面状態に左右されず、溶接
状態も含めて溶接部全域にわたって迅速に行うことがで
きる環形状溶接部の溶接状態検査装置、および検査方法
を得ることを目的とする。The present invention has been made in order to solve the above problems, and the inspection of a portion welded in a ring shape to a metal plate or the like is not affected by the surface state of the metal plate, and the welding state is not affected. An object of the present invention is to provide a welding state inspection device and an inspection method for a ring-shaped welded portion that can be rapidly performed over the entire welded portion.
【0005】[0005]
【課題を解決するための手段】この発明に係わる環形状
溶接部の溶接状態検査装置は、被検査物の環形状溶接部
形成面に対して垂直に光を照射するように配置された照
明手段と、被検査物の環形状溶接部形成面に対向して配
置され、照明手段から照射され環形状溶接部形成面で反
射された反射光を受光することによって被検査物の環形
状溶接部の全域を同時に撮像する撮像手段と、撮像手段
で撮像された環形状溶接部の画像データから溶接状態の
良/不良を判定する溶接状態判定手段とを備えたもので
ある。A welding state inspection device for a ring-shaped welded portion according to the present invention is a lighting means arranged so as to irradiate light perpendicularly to a ring-shaped welded portion forming surface of an object to be inspected. And the ring-shaped welded portion of the object to be inspected, the ring-shaped welded portion of the object to be inspected is received, and the reflected light emitted from the illumination means and reflected by the surface of the ring-shaped welded portion is received. An image pickup means for picking up an image of the entire area at the same time, and a welding state judging means for judging whether the welding state is good or bad from the image data of the ring-shaped welded portion picked up by the image pickup means are provided.
【0006】また、溶接状態判定手段は、電子計算機で
構成され、撮像手段で撮像された環形状溶接部の画像デ
ータに対して画像の強調化処理を行う画像強調化手段
と、画像強調化手段で強調化された画像データから環形
状溶接部の全周において所定数の溶接位置を検出する溶
接位置検出手段と、溶接位置検出手段で検出された環形
状溶接部の溶接位置から環形状溶接部の溶接基準円を算
出する溶接基準円算出手段と、溶接位置検出手段で検出
された溶接位置と溶接基準円算出手段で算出された溶接
基準円とを比較して環形状溶接部の溶接状態の良/不良
を判定する溶接判定手段とを備えたものである。Further, the welding state determining means is composed of an electronic computer, and an image enhancing means for performing an image enhancing process on the image data of the ring-shaped welded portion imaged by the image capturing means, and an image enhancing means. Welding position detection means for detecting a predetermined number of welding positions on the entire circumference of the ring-shaped welded portion from the image data emphasized by, and from the welding position of the ring-shaped welded portion detected by the welding position detection means to the ring-shaped welded portion Of the welding state of the ring-shaped welded portion by comparing the welding reference circle calculating means for calculating the welding reference circle with the welding position detected by the welding position detecting means and the welding reference circle calculated by the welding reference circle calculating means. It is provided with a welding determination means for determining good / bad.
【0007】また、画像強調化手段は、環形状溶接部を
撮像した画像データに対して収縮フィルタ処理を施すも
のである。また、溶接位置検出手段は、環形状溶接部を
撮像した画像データにおいて、環形状溶接部の中心より
放射状に延ばした直線上で濃度値が明(白)から暗
(黒)、および暗(黒)から明(白)へと変化する二個
のエッジ点を求め、二個のエッジ点の中点を溶接位置と
して検出するものである。The image enhancing means is for subjecting the image data of the ring-shaped welded portion to shrinkage filter processing. Further, the welding position detecting means, in the image data obtained by imaging the ring-shaped welded portion, has density values on a straight line radially extending from the center of the ring-shaped welded portion, where the density values are from bright (white) to dark (black) and dark (black). ) To bright (white), two edge points are obtained, and the middle point of the two edge points is detected as the welding position.
【0008】また、溶接基準円算出手段は、溶接位置検
出手段で検出された環形状溶接部の溶接位置を基に、L
MedS(Least Median of Squares:最小自乗メディ
アン)ロバスト円回帰アルゴリズムを用いて溶接基準円
を算出するものである。また、溶接判定手段は、溶接基
準円算出手段で得られた溶接基準円の半径と、溶接基準
円の中心から環形状溶接部の各溶接位置までの距離との
差を環形状溶接部全周に対して算出し、その標準偏差値
を予め設定した閾値と比較することにより環形状溶接部
の溶接状態の良/不良を判定するものである。また、溶
接判定手段は、溶接基準円算出手段で得られた溶接基準
円の中心から環形状溶接部の各溶接位置までの距離を求
め、隣接する溶接位置同士での距離の差を環形状溶接部
の全周に対して算出し、その標準偏差値を予め設定した
閾値と比較することにより環形状溶接部の溶接状態の良
/不良を判定するものである。Further, the welding reference circle calculating means calculates L based on the welding position of the ring-shaped welded portion detected by the welding position detecting means.
The welding standard circle is calculated using a MedS (Least Median of Squares) robust circle regression algorithm. Further, the welding determination means determines the difference between the radius of the welding reference circle obtained by the welding reference circle calculation means and the distance from the center of the welding reference circle to each welding position of the ring-shaped welded portion along the entire circumference of the ring-shaped welded portion. And the standard deviation value is compared with a preset threshold value to determine whether the welding state of the ring-shaped weld is good or bad. In addition, the welding determination means obtains the distance from the center of the welding reference circle obtained by the welding reference circle calculation means to each welding position of the ring-shaped welded portion, and the difference in the distance between the adjacent welding positions is ring-shaped welded. The goodness / badness of the welding state of the ring-shaped welded portion is determined by calculating the standard deviation value over the entire circumference of the welded portion and comparing the standard deviation value with a preset threshold value.
【0009】また、この発明に係わる環形状溶接部の溶
接状態検査方法は、被検査物の環形状溶接部形成面に対
して垂直に照射され、環形状溶接部形成面で反射された
反射光を、環形状溶接部形成面に対向して配置された撮
像手段で受光することにより被検査物の環形状溶接部の
全域を同時に撮像する工程と、撮像手段で撮像された環
形状溶接部の画像データから溶接状態の良/不良を判定
する溶接状態判定工程を含むものである。Further, according to the method for inspecting the welded state of the ring-shaped welded portion according to the present invention, the reflected light that is irradiated perpendicularly to the ring-shaped welded portion forming surface of the object to be inspected and reflected by the ring-shaped welded portion forming surface Of the ring-shaped welded portion imaged by the image pickup means at the same time by receiving an image of the entire area of the ring-shaped welded portion of the inspection object by receiving light by the image pickup means arranged to face the ring-shaped welded portion forming surface. It includes a welding state determination step of determining whether the welding state is good or bad from the image data.
【0010】また、溶接状態判定工程は、撮像手段で撮
像された環形状溶接部の画像データに対して画像の強調
化処理を行う画像強調化工程と、画像強調化工程で強調
化された画像データから環形状溶接部の全周において所
定数の溶接位置を検出する溶接位置検出工程と、溶接位
置検出工程で検出された環形状溶接部の溶接位置から環
形状溶接部の溶接基準円を算出する溶接基準円算出工程
と、溶接位置検出工程で検出された溶接位置と溶接基準
円算出工程で算出された溶接基準円とを比較して環形状
溶接部の溶接状態の良/不良を判定する溶接判定工程と
を含むものである。Further, in the welding state determining step, an image enhancing step of performing an image enhancing process on the image data of the ring-shaped welded portion captured by the image capturing means, and an image enhanced by the image enhancing step. Welding position detection process that detects a predetermined number of welding positions around the entire circumference of the ring-shaped welded part from the data, and the welding reference circle of the ring-shaped welded part is calculated from the welding position of the ring-shaped welded part detected in the welding position detection process The welding reference circle calculation process to be performed and the welding position detected in the welding position detection process and the welding reference circle calculated in the welding reference circle calculation process are compared to determine whether the welding state of the ring-shaped weld is good or bad. And a welding determination step.
【0011】また、画像強調化工程は、環形状溶接部を
撮像した画像データに対して収縮フィルタ処理を施すも
のである。また、溶接位置検出工程は、環形状溶接部を
撮像した画像データにおいて、環形状溶接部の中心より
放射状に延ばした直線上で濃度値が明(白)から暗
(黒)、および暗(黒)から明(白)へと変化する二個
のエッジ点を求め、二個のエッジ点の中点を溶接位置と
して検出するものである。また、溶接位置検出工程にお
いて、環形状溶接部の中心より放射状に延ばした直線上
で濃度値が明(白)から暗(黒)、および暗(黒)から
明(白)へと変化する二個のエッジ点が求められない場
合は、直線上の溶接部は未溶接であると判定するもので
ある。In the image enhancement step, shrinkage filter processing is performed on the image data of the ring-shaped welded portion. In addition, in the welding position detection step, in the image data of the ring-shaped welded portion, the density values are light (white) to dark (black) and dark (black) on a straight line radially extending from the center of the ring-shaped welded portion. ) To bright (white), two edge points are obtained, and the middle point of the two edge points is detected as the welding position. Also, in the welding position detection process, the density value changes from bright (white) to dark (black) and from dark (black) to bright (white) on a straight line extending radially from the center of the ring-shaped weld. When the individual edge points are not obtained, it is determined that the welded portion on the straight line is unwelded.
【0012】また、溶接基準円算出工程は、溶接位置検
出工程で検出された環形状溶接部の溶接位置を基に、L
MedS(Least Median of Squares:最小自乗メディ
アン)ロバスト円回帰アルゴリズムを用いて溶接基準円
を算出するものである。また、溶接判定工程は、溶接基
準円算出工程で得られた溶接基準円の半径と、溶接基準
円の中心から環形状溶接部の各溶接位置までの距離との
差を環形状溶接部全周に対して算出し、その標準偏差値
を予め設定した閾値と比較することにより環形状溶接部
における溶接状態の良/不良を判定するものである。ま
た、溶接判定工程は、溶接基準円算出工程で得られた溶
接基準円の中心から環形状溶接部の各溶接位置までの距
離を求め、隣接する溶接位置同士での距離の差を環形状
溶接部全周に対して算出し、その標準偏差値を予め設定
した閾値と比較することにより環形状溶接部における溶
接状態の良/不良を判定するものである。Further, in the welding reference circle calculating step, L based on the welding position of the ring-shaped welded portion detected in the welding position detecting step.
The welding standard circle is calculated using a MedS (Least Median of Squares) robust circle regression algorithm. In addition, in the welding determination step, the difference between the radius of the welding reference circle obtained in the welding reference circle calculation step and the distance from the center of the welding reference circle to each welding position of the ring-shaped weld is determined by measuring the entire circumference of the ring-shaped weld. Is calculated, and the standard deviation value is compared with a preset threshold value to determine whether the welding state in the ring-shaped welded portion is good or bad. In the welding determination step, the distance from the center of the welding reference circle obtained in the welding reference circle calculation step to each welding position of the ring-shaped weld is calculated, and the difference in the distance between adjacent welding positions is ring-shaped welded. It is calculated for the entire circumference of the part and the standard deviation value is compared with a preset threshold value to judge the good / bad of the welding state in the ring-shaped welded part.
【0013】[0013]
【発明の実施の形態】実施の形態1.以下、この発明の
一実施の形態である環形状溶接部の溶接状態検査装置お
よび検査方法を図について説明する。図1はこの発明の
実施の形態1による環形状溶接部の溶接状態検査装置の
構成を示すブロック図、図2は実施の形態1による環形
状溶接部の溶接状態検査装置の動作の流れを示すフロー
図である。BEST MODE FOR CARRYING OUT THE INVENTION Embodiment 1. Hereinafter, a welding state inspection device and inspection method for a ring-shaped welded portion, which is an embodiment of the present invention, will be described with reference to the drawings. 1 is a block diagram showing a configuration of a welding state inspection device for a ring-shaped welded portion according to a first embodiment of the present invention, and FIG. 2 shows a flow of operations of the welding state inspection device for a ring-shaped welded portion according to the first embodiment. It is a flowchart.
【0014】図において、1は金属製部品からなり環形
状溶接部を有する被検査物、2は被検査物1の環形状溶
接部形成面(以下、環形状溶接面と略記)に対して垂直
に光を照射するように配置された照明手段で、例えばL
ED照明等が用いられる。3は被検査物1の環形状溶接
面に対向して配置され、被検査物1の溶接部を含む表面
から反射された照明光(反射光)を受光して、環形状溶
接部の濃淡の画像データを生成する撮像手段で、撮像素
子として、例えばCCD(電化結合デバイス;Char
ge Coupled Device)によるテレビカメ
ラ等が用いられる。4は撮像手段3から溶接部分の濃淡
画像データが入力され、環形状溶接部の溶接状態を判定
する電子計算機で構成される溶接状態判定手段で、画像
データ記憶手段5、画像強調化手段6、溶接位置検出手
段7、溶接基準円算出手段8、溶接判定手段9を含む。
なお、照明手段2は照明強度を制御する制御手段(図示
せず)を具備し、また、照明手段2および撮像手段3
は、被検査物1、照明手段2、撮像手段3の各距離を調
整する位置調整手段(図示せず)具備している。In the figure, 1 is an object to be inspected which is made of a metal part and has a ring-shaped welded portion, and 2 is perpendicular to a ring-shaped welded portion forming surface (hereinafter abbreviated as ring-shaped welded surface) of the object 1 to be inspected. Illuminating means arranged to irradiate light on the
ED lighting or the like is used. 3 is arranged to face the ring-shaped welded surface of the inspection object 1, receives the illumination light (reflected light) reflected from the surface of the inspection object 1 including the welded portion, and An image pickup device for generating image data, for example, a CCD (electrically coupled device; Char) is used as an image pickup element.
For example, a television camera by Ge Coupled Device) is used. Reference numeral 4 denotes a welding state determination means which is an electronic computer which receives the grayscale image data of the welded portion from the image pickup means 3 and determines the welding state of the ring-shaped welded portion, and includes an image data storage means 5, an image enhancement means 6, A welding position detecting means 7, a welding reference circle calculating means 8 and a welding determining means 9 are included.
The illumination unit 2 includes a control unit (not shown) that controls the illumination intensity, and the illumination unit 2 and the image pickup unit 3 are provided.
Is provided with position adjusting means (not shown) for adjusting the respective distances of the inspected object 1, the illuminating means 2, and the imaging means 3.
【0015】画像データ記憶手段5は、例えば溶接状態
検査手段4を構成する電子計算機のハードディスク装置
やCD−ROM、DVDなどの記憶媒体によって構成さ
れ、撮像手段3から入力された画像データを格納する。
画像強調化手段6は、撮像手段3で生成された画像デー
タに対し、強調化処理として収縮フィルタ処理を施す。
溶接位置検出手段7は、画像強調化手段6で収縮フィル
タ処理が施された画像データ上から環形状溶接部の位置
座標を求める。溶接基準円算出手段8は、溶接位置検出
手段7によって検出された溶接部の全位置座標から溶接
基準円を求める。溶接判定手段9は、溶接基準円算出手
段8で得られた溶接基準円と設計上の環形状溶接部とを
比較して溶接状態の良/不良を判定する。The image data storage means 5 is composed of a storage medium such as a hard disk device of an electronic computer or a CD-ROM or a DVD which constitutes the welding state inspection means 4, and stores the image data input from the image pickup means 3. .
The image emphasizing unit 6 applies contraction filter processing as an emphasizing process to the image data generated by the imaging unit 3.
The welding position detecting means 7 obtains the position coordinates of the ring-shaped welded portion from the image data subjected to the contraction filter processing by the image enhancing means 6. The welding reference circle calculation means 8 obtains a welding reference circle from all position coordinates of the welded portion detected by the welding position detection means 7. The welding determination means 9 compares the welding reference circle obtained by the welding reference circle calculation means 8 with the designed ring-shaped welded portion to determine whether the welding state is good or bad.
【0016】次に、本実施の形態による溶接状態検査装
置を用いた溶接状態検査方法について、図2に示すフロ
ー図に沿って説明する。まず、図1に示すように、被検
査物1の環形状溶接面に対して垂直に光を照射でき、か
つ撮像手段3であるCCDカメラの視野範囲内に環形状
溶接部の全域が入るように撮像手段3、照明手段2、被
検査物1を配置し、被検査物1に照明手段2により光を
照射して、その反射光を撮像手段3で受光し、濃淡の画
像データを生成する(ST1)。Next, a welding state inspection method using the welding state inspection apparatus according to this embodiment will be described with reference to the flow chart shown in FIG. First, as shown in FIG. 1, light can be emitted perpendicularly to the ring-shaped welded surface of the inspection object 1, and the entire area of the ring-shaped welded portion should be within the field of view of the CCD camera which is the imaging means 3. The imaging means 3, the illuminating means 2, and the inspection object 1 are arranged in the same, the inspection object 1 is irradiated with light by the illumination means 2, and the reflected light is received by the imaging means 3 to generate grayscale image data. (ST1).
【0017】このとき、照明手段2よって被検査物1に
対して垂直に照射された光は、図3(a)に示すよう
に、被検査物1を構成する金属製部品の金属表面11で
は正反射される(反射光21)が、溶接部12では、溶
接時に生じる焼けのため、金属表面11に比べて反射率
が低くくなって反射光21が少なくなる。そのため、図
3(b)に示すように、反射光21を受光して撮像手段
3で生成される画像データ31では、溶接部12が黒く
撮像される。なお、撮像手段3に受光される反射光21
の強度が大きくなるように、位置調整手段(図示せず)
を用いて被検査物1、照明手段2、撮像手段3の各距離
を調整してもよい。At this time, the light radiated perpendicularly to the object 1 to be inspected by the illuminating means 2 is, as shown in FIG. 3 (a), on the metal surface 11 of the metal part constituting the object 1 to be inspected. Although the light is specularly reflected (reflected light 21), in the welded portion 12, the reflectance is lower than that of the metal surface 11 and the reflected light 21 is less than that of the metal surface 11 due to the burning that occurs during welding. Therefore, as shown in FIG. 3B, in the image data 31 generated by the image pickup means 3 by receiving the reflected light 21, the welded portion 12 is imaged in black. The reflected light 21 received by the imaging means 3
Position adjusting means (not shown) so that the strength of the
May be used to adjust the respective distances of the inspection object 1, the illumination means 2, and the imaging means 3.
【0018】次に、撮像手段3で生成された画像データ
31は、直ちに溶接状態判定手段4に入力され、溶接状
態判定手段4内の画像データ記憶手段5に格納される
(ST2)。Next, the image data 31 generated by the image pickup means 3 is immediately input to the welding state determination means 4 and stored in the image data storage means 5 in the welding state determination means 4 (ST2).
【0019】次に、画像データ記憶手段5に格納した画
像データ31を読み出し、画像強調化手段6において、
画像データ31に対する強調化処理である収縮フィルタ
処理を数回施した後、再度、収縮フィルタ処理が施され
た画像データ32を画像データ記憶手段5に格納する
(ST3)。図4は画像強調化手段において画像データ
に対する収縮フィルタ処理を説明するための図で、
(a)は収縮フィルタ処理による画像データの変化を示
し、(b)は収縮フィルタ処理による画素レベルでの変
化を示している。図4において、31aは収縮フィルタ
処理前の画像データ31の画素レベルの状態を示す局所
画像、32aは収縮フィルタ処理後の画像データ32の
画素レベルの状態を示す局所画像である。なお、収縮フ
ィルタ処理とは、画像データ中の着目点を含む矩形領域
(例えば、縦3×横3画素)において画素値の最小値を
取り、これを着目点の画素値とする処理である。Next, the image data 31 stored in the image data storage means 5 is read out, and in the image enhancing means 6,
After the contraction filter process, which is the emphasis process for the image data 31, is performed several times, the image data 32 subjected to the contraction filter process is stored again in the image data storage means 5 (ST3). FIG. 4 is a diagram for explaining the contraction filter process for the image data in the image emphasizing means.
(A) shows the change of the image data by the contraction filter process, and (b) shows the change at the pixel level by the contraction filter process. In FIG. 4, 31a is a local image showing the pixel level state of the image data 31 before contraction filter processing, and 32a is a local image showing the pixel level state of the image data 32 after contraction filter processing. The contraction filter process is a process in which a minimum pixel value is taken in a rectangular area (for example, 3 vertical pixels × 3 horizontal pixels) including a point of interest in the image data, and this is set as the pixel value of the point of interest.
【0020】具体的には、収縮フィルタ処理前の局所画
像31aにおいて、黒塗りの部分の画素値は最も低く、
白塗りの部分の画素値は最も高く、斜線部分は黒塗りの
部分の画素値より高くかつ白塗りの部分の画素値よりも
低いことを示している。この局所画像31aに収縮フィ
ルタ処理を施すと、黒塗りの部分に隣接する画素が画素
値が最も低い黒塗り部分に置き換えられた局所画像32
aに変化する。この収縮フィルタ処理を画像全体に施す
ことにより、図4(a)に示すように、溶接部が強調化
された画像データ32が得られる。なお、本実施の形態
では、画像データ31に対する強調化処理として収縮フ
ィルタ処理を施す例を示したが、撮像した溶接部を含む
画像データを強調化できる他の画像処理法を用いてもよ
く、収縮フィルタ処理法に限定されるものでない。Specifically, in the local image 31a before the contraction filter processing, the pixel value of the black-painted portion is the lowest,
It is shown that the pixel value of the white-painted part is the highest, and the shaded part is higher than the pixel value of the black-painted part and lower than the pixel value of the white-painted part. When contraction filter processing is applied to the local image 31a, the local image 32 in which the pixels adjacent to the black-painted portion are replaced with the black-painted portion having the lowest pixel value.
Change to a. By performing the contraction filtering process on the entire image, as shown in FIG. 4A, the image data 32 in which the welded portion is emphasized is obtained. In the present embodiment, an example in which contraction filter processing is performed as the enhancement processing for the image data 31 has been shown, but other image processing methods that can enhance the image data including the captured welded portion may be used. It is not limited to the contraction filtering method.
【0021】次に、画像データ記憶手段5に格納した強
調化処理後の画像データ32を読み出し、溶接位置検出
手段7において、画像データ32から溶接位置座標を検
出する(ST4)。図5は溶接位置検出手段において画
像データから溶接位置座標を検出する処理を説明するた
めの図で、(a)は画像データ記憶手段から読み出され
た強調化処理後の画像データ、(b)は(a)の部分拡
大図である。図5において、33は画像データ32から
溶接部分の両端エッジ点を見つけるためのエッジ検出直
線で、環形状溶接部の中心位置から放射状に1°間隔で
計360本設ける。溶接位置座標は、エッジ検出直線3
3上で1次元微分フィルタを用い、濃度値が明(白)か
ら暗(黒)へ変化するエッジ点34aと、暗(黒)から
明(白)へ変化するエッジ点34bとを求め、エッジ点
34aとエッジ点34bの中点座標を溶接位置座標とす
ることにより検出される。同様の処理を360本のエッ
ジ検出直線33に対して施し、総計360点の溶接位置
座標を求める。Next, the enhanced image data 32 stored in the image data storage means 5 is read out, and the welding position detecting means 7 detects the welding position coordinates from the image data 32 (ST4). FIG. 5 is a diagram for explaining the process of detecting the welding position coordinates from the image data in the welding position detecting means, FIG. 5A is the image data after the emphasizing process read from the image data storage means, and FIG. [Fig. 3] is a partially enlarged view of (a). In FIG. 5, reference numeral 33 is an edge detection straight line for finding the edge points of both ends of the welded portion from the image data 32, and a total of 360 radial lines are provided at 1 ° intervals from the center position of the ring-shaped welded portion. Welding position coordinates are edge detection line 3
3 using a one-dimensional differential filter, an edge point 34a where the density value changes from light (white) to dark (black) and an edge point 34b where the density value changes from dark (black) to light (white) are obtained. It is detected by setting the midpoint coordinates of the point 34a and the edge point 34b as the welding position coordinates. The same processing is applied to 360 edge detection straight lines 33 to obtain welding position coordinates of 360 points in total.
【0022】次に、溶接基準円算出手段8により、溶接
位置検出手段7で検出した360点の溶接位置座標から
溶接基準円を求める(ST5)。図6は溶接基準円算出
手段8において溶接位置座標から溶接基準円を算出する
処理を説明するための図で、(a)は溶接位置検出手段
で検出された溶接位置座標群を示す図、(b)は溶接位
置座標群から求められた溶接基準円を示す図である。図
において、35は溶接位置検出手段7で検出された溶接
位置座標(総計360点)、36は総計360点の溶接
位置座標35から算出される溶接基準円である。Next, the welding reference circle calculating means 8 obtains a welding reference circle from the welding position coordinates of 360 points detected by the welding position detecting means 7 (ST5). FIG. 6 is a diagram for explaining the process of calculating the welding reference circle from the welding position coordinates in the welding reference circle calculation means 8, and FIG. 6A is a diagram showing a group of welding position coordinates detected by the welding position detection means, FIG. 6B is a diagram showing a welding reference circle obtained from the welding position coordinate group. In the figure, 35 is a welding position coordinate (total 360 points) detected by the welding position detecting means 7, and 36 is a welding reference circle calculated from the total 360 welding position coordinates 35.
【0023】溶接基準円36の中心座標(a、b)およ
び半径rは、総計360点の溶接位置座標35を基に、
後述するLMedSロバスト円回帰アルゴリズムを用い
て、溶接基準円36を示す式(1)から算出される。
(x−a)2+(y−b)2−r2=0 ・・・・ (1)The center coordinates (a, b) of the welding reference circle 36 and the radius r are based on the welding position coordinates 35 of 360 points in total.
It is calculated from the equation (1) indicating the welding reference circle 36 using the LMedS robust circle regression algorithm described later. (X−a) 2 + (y−b) 2 −r 2 = 0 ... (1)
【0024】LMedSロバスト円回帰アルゴリズムに
おいて、LMedS(Least Medianof Squares) 基準は
ロバストな当てはめ基準の1つであり、Rousseeuw によ
って提案されたものである(参考文献:Rousseeuw R.J.
、Leroy A.M. "Robust Regression and Outlier Detec
tion" in John Wiley & Sons 1986 etc.)。LMed
S基準とは、以下に示す式(2)で表され、偏差riの
2乗のメディアンを最小にする基準である。
LMedS=min median(ri)2 ・・・・ (2)In the LMedS robust circular regression algorithm, the LMedS (Least Median of Squares) criterion is one of the robust fitting criteria and was proposed by Rousseeuw (reference: Rousseeuw RJ
, Leroy AM "Robust Regression and Outlier Detec
tion "in John Wiley & Sons 1986 etc.). LMed
The S criterion is represented by the following equation (2) and is a criterion for minimizing the median of the square of the deviation ri. LMedS = min median (ri) 2 ... (2)
【0025】一方、最も一般的な当てはめ基準である最
小2乗法(LMS= Least Minimumof Squares) は、以
下に示す式(3)で表される。
LMS=min Σ(ri)2 ・・・・ (3)On the other hand, the least-squares method (LMS = Least Minimum of Squares) which is the most general fitting criterion is expressed by the following equation (3). LMS = min Σ (ri) 2 (3)
【0026】LMedS基準の大きな特長は、はずれ値
(Outlier)と呼ばれる、測定値の中で飛びぬけて
はずれている例外値を自動的に計算から外すため、常に
安定した結果が得られるという点であり、理論的には、
はずれ値が測定値の50%未満であれば、はずれ値が含
まれていても正しい値を推定することができる。一方、
最小2乗法を用いた当てはめ基準では、測定値の中に一
つでもはずれ値がある場合、この値(はずれ値)も含め
て回帰パラメータ(中心座標(a、b)、半径r)を算
出することとなるため、正しい値を推定することができ
ない虞がある。The major feature of the LMedS standard is the outlier.
(Outlier), which is an exceptional value that jumps out of the measured values, is automatically excluded from the calculation, so that a stable result is always obtained. Theoretically,
If the outlier is less than 50% of the measured value, the correct value can be estimated even if the outlier is included. on the other hand,
According to the fitting criterion using the least squares method, if there is at least one outlier in the measured values, the regression parameters (center coordinates (a, b), radius r) are calculated including this value (outlier). Therefore, it may not be possible to estimate the correct value.
【0027】次に、溶接判定手段9により、溶接位置検
出手段7で検出した溶接位置座標35と溶接基準円算出
手段8で算出した溶接基準円36から、溶接基準円36
に対する各溶接位置座標35のずれ(誤差)を求めて溶
接状態の良/不良を判定する(ST6)。図7は溶接判
定手段を説明するための図である。図において、35は
溶接位置検出手段7で検出された溶接位置座標(総計3
60点)、36は総計360点の溶接位置座標35を基
に溶接基準円算出手段8で算出された溶接基準円、rは
溶接基準円36の半径、(a、b)は溶接基準円36の
中心座標、disは各溶接位置座標35の溶接基準円3
6の中心座標(a、b)からの距離を示している。Next, from the welding position coordinates 35 detected by the welding position detecting means 7 by the welding determining means 9 and the welding reference circle 36 calculated by the welding reference circle calculating means 8, the welding reference circle 36 is obtained.
The deviation (error) of each welding position coordinate 35 with respect to is obtained to determine whether the welding state is good or bad (ST6). FIG. 7 is a diagram for explaining the welding determination means. In the figure, 35 is the welding position coordinate detected by the welding position detecting means 7 (total 3
60 points), 36 are welding reference circles calculated by the welding reference circle calculating means 8 based on the welding position coordinates 35 of 360 points in total, r is the radius of the welding reference circle 36, and (a, b) are welding reference circles 36. The center coordinate of the, dis is the welding reference circle 3 of each welding position coordinate 35
The distance from the center coordinates (a, b) of 6 is shown.
【0028】次に、溶接判定手段9における溶接状態の
判定方法を説明する。まず、溶接位置検出手段7で検出
された総計360点の溶接位置座標35(座標位置:x
(i)、y(i))の各々に対し、以下に示す式(4)
を用いて溶接基準円36の中心座標(a、b)からの距
離dis(i)を求める。ただし、i=0、1、・・
・、359である。
dis(i)={(x(i)−a)2+(y(i)−b)2 }1/2
・・・・(4)Next, a method of judging the welding state by the welding judging means 9 will be described. First, a total of 360 welding position coordinates 35 (coordinate position: x detected by the welding position detecting means 7).
For each of (i) and y (i), the following equation (4)
Is used to determine the distance dis (i) from the center coordinates (a, b) of the welding reference circle 36. However, i = 0, 1, ...
-359. dis (i) = {(x (i) -a) 2 + (y (i) -b) 2 } 1/2 ... (4)
【0029】次に、総計360点の溶接位置座標35に
対して求めた溶接基準円36の中心座標(a、b)から
の距離dis(i)と、溶接基準円36の半径rとの半
径誤差rdiff(i)を以下に示す式(5)を用いて
求める。
rdiff(i)=dis(i)− r ・・・・ (5)Next, the radius of the radius r of the welding reference circle 36 and the distance dis (i) from the center coordinates (a, b) of the welding reference circle 36 obtained for the welding position coordinates 35 of 360 points in total. The error rdiff (i) is calculated using the following equation (5). rdiff (i) = dis (i) −r ... (5)
【0030】次に、総計360点の溶接位置座標35に
おける半径誤差rdiff(i)から標準偏差値std
evを求め、求めた標準偏差値stdevの溶接基準円
36の半径rに対する割合(%)を溶接状態の良/不良
の判定値JudgeValとして、以下に示す式(6)
を用いて算出する。
JudgeVal = (stdev/r)×100 ・・・・ (6)Next, the standard deviation value std from the radius error rdiff (i) at the welding position coordinates 35 of 360 points in total.
ev is obtained, and the ratio (%) of the obtained standard deviation value stdev to the radius r of the welding reference circle 36 is used as a judgment value JudgeVal of good / bad welding state, and the following equation (6) is obtained.
Calculate using. JudgeVal = (stdev / r) × 100 ... (6)
【0031】次に、式(6)を用いて求めた判定値Ju
dgeValが、予め設定している閾値ThJudge
Valに対して以下に示す条件式(7)を満たしている
か否かを調べる。
JudgeVal ≦ ThJudgeVal ・・・・ (7)Next, the judgment value Ju obtained by using the equation (6)
dgeVal is a preset threshold ThJudge
It is checked whether or not the following conditional expression (7) is satisfied with respect to Val. JudgeVal ≦ ThJudgeVal ··· (7)
【0032】式(6)を用いて求めた判定値Judge
Valが条件式(7)を満たしている場合は、溶接状態
が良と判定され、満たしていない場合は、溶接位置座標
35が溶接基準円36から大きくずれていることを示し
ており、例えば図8に示すように、溶接散り37などが
発生している可能性があり、溶接状態は不良と判定され
る。Judgment value Judge obtained using equation (6)
If Val satisfies the conditional expression (7), it is determined that the welding state is good, and if not, it indicates that the welding position coordinate 35 is largely deviated from the welding reference circle 36. As shown in FIG. 8, there is a possibility that welding dust 37 or the like has occurred, and the welding state is determined to be poor.
【0033】以上のように、本実施の形態によれば、被
検査物1の環形状溶接部を含む金属表面11に対して垂
直に光を照射できるように照明手段2を配置し、照明手
段2から照射され溶接部を含む金属表面11で反射され
た反射光を撮像手段3で受光して環形状溶接部の全域を
撮像し、撮像した溶接部の画像を強調化した後に溶接位
置座標35を検出して溶接基準円36を求め、溶接基準
円36に対する溶接位置座標35のバラツキから溶接状
態の良/不良を判定するので、金属板の表面状態に左右
されず、かつ、環形状溶接部の全域に対して溶接状態の
検査を迅速に行うことができる。また、本実施の形態に
よる環形状溶接部の溶接状態検査装置を比較的簡単な装
置構成にて実現することができる。As described above, according to the present embodiment, the illuminating means 2 is arranged so that the metal surface 11 including the ring-shaped welded portion of the inspection object 1 can be vertically irradiated with light, and the illuminating means 2 is arranged. The reflected light reflected from the metal surface 11 including the welded portion from 2 is received by the imaging means 3 to image the entire area of the ring-shaped welded portion, and the captured image of the welded portion is emphasized, and then the welding position coordinate 35. Is determined to determine the welding reference circle 36, and whether the welding state is good or bad is determined from the variation of the welding position coordinates 35 with respect to the welding reference circle 36. Therefore, the welding state is not affected by the surface state of the metal plate and the ring-shaped welded portion is obtained. It is possible to quickly inspect the welding state for the entire area. Further, the welding state inspection device for the ring-shaped welded portion according to the present embodiment can be realized with a relatively simple device configuration.
【0034】実施の形態2.実施の形態1では、溶接基
準円36と溶接位置座標35との半径誤差rdiff
(i)から標準偏差値stdevを求め、標準偏差値s
tdevの溶接基準円36の半径rに対する割合(%)
を溶接状態の良/不良の判定値としたが、以下に示す方
法で求めた判定値を用いて溶接状態の良/不良の判定を
行うことによっても実施の形態1と同様の効果が得られ
る。Embodiment 2. In the first embodiment, the radius error rdiff between the welding reference circle 36 and the welding position coordinate 35.
The standard deviation value stdev is calculated from (i), and the standard deviation value s
Ratio (%) of tdev to the radius r of the welding reference circle 36
Was used as the judgment value of good / bad of the welding state, but the same effect as that of the first embodiment can be obtained by judging the good / bad of the welding state using the judgment value obtained by the method described below. .
【0035】例えば、実施の形態1の溶接判定手段9の
項で述べたように、総数360点の溶接位置座標35
(座標位置:x(i)、y(i))の各々に対し、式
(4)を用いて溶接基準円36の中心座標(a、b)か
らの距離dis(i)を求めた後、隣接する溶接位置同
士の距離差ddiff(i)を以下に示す式(8)を用
いて算出する。ただし、i=0、1、・・・、358で
ある。
ddiff(i)=dis(i)−dis(i+1)・・・・ (8)For example, as described in the section of the welding determination means 9 of the first embodiment, the welding position coordinate 35 of 360 points in total is used.
For each of (coordinate position: x (i), y (i)), the distance dis (i) from the center coordinates (a, b) of the welding reference circle 36 is obtained using the equation (4), The distance difference ddiff (i) between adjacent welding positions is calculated using the following equation (8). However, i = 0, 1, ..., 358. ddiff (i) = dis (i) -dis (i + 1) ... (8)
【0036】次に、隣接する溶接位置同士の距離差dd
iff(i)から標準偏差値stdev2を求め、求め
た標準偏差値stdev2の溶接基準円の半径rに対す
る割合(%)を溶接状態の良/不良の判定値Judge
Val2として以下に示す式(9)を用いて算出する。
JudgeVal2 = (stdev2/r)×100 ・・ (9)Next, the distance difference dd between the adjacent welding positions.
If the standard deviation value stdev2 is obtained from the if (i), the ratio (%) of the obtained standard deviation value stdev2 to the radius r of the welding reference circle is used as the judgment value Judge of the welding condition.
It is calculated as Val2 using the following equation (9). JudgeVal2 = (stdev2 / r) × 100 ... (9)
【0037】次に、式(9)を用いて求めた判定値Ju
dgeVal2が、予め設定している閾値ThJudg
eVal2に対して以下に示す条件式(10)を満たし
ているか否かを調べる。
JudgeVal2 ≦ ThJudgeVal2 ・・・ (10)Next, the judgment value Ju obtained by using the equation (9)
dgeVal2 is a preset threshold ThJudg
It is checked whether eVal2 satisfies the following conditional expression (10). JudgeVal2 ≤ ThJudgeVal2 (10)
【0038】式(9)を用いて求めた判定値Judge
Val2が条件式(10)を満たしている場合は、溶接
状態が良と判定され、満たしていない場合は、溶接部が
局所的な範囲で粗くなっていることを示しており、溶接
状態は不良と判定される。Judgment value Judge obtained using equation (9)
If Val2 satisfies the conditional expression (10), the welding state is determined to be good, and if not, it indicates that the welded portion is rough in a local range, and the welding state is poor. Is determined.
【0039】実施の形態3.実施の形態1および2で
は、溶接基準円36と溶接位置座標35との誤差を調べ
て、溶接散り等の溶接状態の不良を検出したが、実施の
形態1に示す溶接位置検出手段7において、画像データ
32から濃度値が明(白)から暗(黒)へ変化するエッ
ジ点と、暗(黒)から明(白)へ変化するエッジ点を検
出して溶接位置を求める際に、図9に示すように、未溶
接部分38ではエッジ点(溶接位置)が検出できないこ
とから、溶接の有無検査を同時に行うことができる。こ
のとき、溶接の有無と共に未溶接部分の位置を特定する
こともできる。Embodiment 3. In the first and second embodiments, the error between the welding reference circle 36 and the welding position coordinate 35 is checked to detect a defective welding state such as welding scatter. However, in the welding position detecting means 7 shown in the first embodiment, When the welding position is obtained by detecting the edge point where the density value changes from bright (white) to dark (black) and the edge point where the density value changes from dark (black) to bright (white) from the image data 32, FIG. As shown in FIG. 5, since the edge point (welding position) cannot be detected in the unwelded portion 38, the presence / absence of welding can be inspected at the same time. At this time, the position of the unwelded portion can be specified together with the presence or absence of welding.
【0040】[0040]
【発明の効果】以上のように、この発明によれば、環形
状溶接部の溶接状態検査装置を被検査物の環形状溶接面
に対して垂直に光を照射するように配置された照明手段
と、被検査物の環形状溶接面に対向して配置され、照明
手段から照射され環形状溶接面で反射された反射光を受
光することによって被検査物の環形状溶接部の全域を同
時に撮像する撮像手段と、撮像手段で撮像された環形状
溶接部の画像情報から溶接状態の良/不良を判定する溶
接状態判定手段とで構成することにより、環形状溶接部
の溶接状態の良/不良の検査を比較的簡易な装置構成で
行うことができる。As described above, according to the present invention, the welding state inspection device for the ring-shaped welded portion is arranged so as to irradiate light perpendicularly to the ring-shaped welded surface of the inspection object. And the entire area of the ring-shaped welded part of the object to be inspected at the same time by receiving the light reflected from the ring-shaped welded surface that is radiated from the illumination means Image forming means and a welding state determining means for determining whether the welding state is good or bad based on the image information of the ring-shaped welded portion picked up by the image pickup means. The inspection can be performed with a relatively simple device configuration.
【0041】また、撮像した溶接部の画像を強調化した
後に環形状溶接部の全周において所定数の溶接位置を検
出して溶接基準円を求め、検出した溶接位置と溶接基準
円とを比較して溶接状態の良/不良を判定するため、被
検査物の環形状溶接部を含む金属表面の表面状態による
影響を軽減して正確な判定を行うことができると共に、
電子計算機内での処理であるため、環形状溶接部の全域
に対して溶接状態の検査を迅速に行うことができる。Further, after enhancing the image of the picked up welded portion, a predetermined number of welding positions are detected on the entire circumference of the ring-shaped welded portion to obtain a welding reference circle, and the detected welding position and the welding reference circle are compared. In order to determine whether the welding state is good or bad, it is possible to reduce the influence of the surface state of the metal surface including the ring-shaped welded portion of the inspection object and perform an accurate determination,
Since the processing is performed in the electronic computer, the welding state can be quickly inspected over the entire area of the ring-shaped welded portion.
【0042】また、環形状溶接部を撮像した画像情報に
強調化処理として収縮フィルタ処理を施すことにより、
溶接部分の微少なかけや汚れなどによる反射光への影響
を吸収することができ、誤判定を軽減することができ
る。Further, by applying contraction filter processing as emphasis processing to the image information obtained by imaging the ring-shaped welded portion,
It is possible to absorb the influence on the reflected light due to a slight crack or stain on the welded portion, and it is possible to reduce erroneous determination.
【0043】また、画像強調化処理を施した画像情報に
対して、環形状溶接部の中心より放射状に延ばした直線
上で濃度値が明(白)から暗(黒)、および暗(黒)か
ら明(白)へと変化する二個のエッジ点を求めて、その
中点を溶接位置として検出するため、被検査物(環形状
溶接部)を構成する金属の材質などによる影響を受ける
ことなく正確に溶接位置を特定することができる。With respect to the image information subjected to the image enhancement processing, the density values are bright (white) to dark (black) and dark (black) on a straight line radially extending from the center of the ring-shaped weld. The two edge points that change from light to bright (white) are detected and the midpoint is detected as the welding position, so the influence of the material of the metal that constitutes the object to be inspected (ring-shaped weld) Without it, the welding position can be specified accurately.
【0044】また、環形状溶接部の基準円を、溶接位置
検出手段で検出した環形状溶接部の全周における溶接位
置からLMedS(Least Median of Squares:最小自
乗メディアン)ロバスト円回帰アルゴリズムを用いて求
めることにより、溶接位置の検出値の中で飛びぬけては
ずれている例外値を自動的に計算から外すため、正確な
溶接基準円を求めることができる。Further, the reference circle of the ring-shaped welded portion is detected from the welding positions on the entire circumference of the ring-shaped welded portion detected by the welding position detecting means by using the LMedS (Least Median of Squares) robust circle regression algorithm. By calculating, the exceptional values that are far out of the range of the detected values of the welding position are automatically excluded from the calculation, so that an accurate welding reference circle can be calculated.
【0045】また、溶接基準円の半径と溶接基準円の中
心から環形状溶接部の各溶接位置までの距離との差を環
形状溶接部全周に対して算出し、その標準偏差値から溶
接状態の良/不良を判定するため、環形状溶接部の真円
度を定量的に評価して、溶接状態の良/不良を判定する
ことができる。Further, the difference between the radius of the welding reference circle and the distance from the center of the welding reference circle to each welding position of the ring-shaped weld is calculated for the entire circumference of the ring-shaped weld, and the standard deviation value is used to perform welding. In order to determine whether the state is good or bad, it is possible to quantitatively evaluate the circularity of the ring-shaped welded portion and determine whether the state of welding is good or bad.
【0046】また、溶接基準円の中心から環形状溶接部
の各溶接位置までの距離を求め、隣接する溶接位置同士
での距離の差を環形状溶接部全周に対して算出し、その
標準偏差値から溶接状態の良/不良を判定するため、環
形状溶接部の局所的な溶接粗さを定量的に評価して、溶
接状態の良/不良を判定することができる。Further, the distance from the center of the welding reference circle to each welding position of the ring-shaped welded portion is obtained, and the difference in distance between the adjacent welding positions is calculated with respect to the entire circumference of the ring-shaped welded portion, and the standard is calculated. Since the goodness / badness of the welding state is determined from the deviation value, the local welding roughness of the ring-shaped welded portion can be quantitatively evaluated to determine the goodness / badness of the welding state.
【0047】また、環形状溶接部の溶接状態検査を被検
査物の環形状溶接面に対して垂直に光を照射し、その正
反射光を受光して被検査物の環形状溶接部の全域を同時
に撮像し、その撮像した画像情報から溶接状態の良/不
良を判定するため、一度の撮像動作で環形状溶接部の全
域の溶接状態の検査を行うことができる。Further, in the welding state inspection of the ring-shaped welded portion, light is radiated perpendicularly to the ring-shaped welded surface of the inspection object, and the regular reflection light is received to detect the entire area of the ring-shaped welded portion of the inspection object. Are simultaneously imaged, and the goodness / defectiveness of the welding state is determined from the imaged image information. Therefore, the welding state in the entire area of the ring-shaped welded portion can be inspected by one imaging operation.
【0048】また、撮像した溶接部の画像を強調化した
後に環形状溶接部の全周において所定数の溶接位置を検
出して溶接基準円を求め、検出した溶接位置と溶接基準
円とを比較して溶接状態の良/不良を判定するため、被
検査物の環形状溶接部を含む金属表面の表面状態による
影響を軽減して正確な判定を行うことができる。Further, after enhancing the image of the captured welded portion, a predetermined number of welding positions are detected on the entire circumference of the ring-shaped welded portion to obtain a welding reference circle, and the detected welding position and the welding reference circle are compared. Since the goodness / badness of the welding state is determined, the influence of the surface state of the metal surface including the ring-shaped welded portion of the inspection object can be reduced and an accurate determination can be performed.
【0049】また、環形状溶接部を撮像した画像情報を
収縮フィルタ処理により強調化することにより、溶接部
分の微少なかけや汚れなどによる反射光への影響を吸収
することができ、誤判定を軽減することができる。Further, by emphasizing the image information of the ring-shaped welded portion by shrinkage filter processing, it is possible to absorb the influence on the reflected light due to the minute crossing or dirt of the welded portion, and the erroneous determination is made. Can be reduced.
【0050】また、画像強調化処理を施した画像情報に
対して、環形状溶接部の中心より放射状に延ばした直線
上で濃度値が明(白)から暗(黒)、および暗(黒)か
ら明(白)へと変化する二個のエッジ点を求めて、その
中点を溶接位置として検出するため、被検査物(環形状
溶接部)を構成する金属の材質などによる影響を受ける
ことなく正確に溶接位置を特定することができる。With respect to the image information subjected to the image enhancement processing, the density values are bright (white) to dark (black) and dark (black) on a straight line extending radially from the center of the ring-shaped weld. The two edge points that change from light to bright (white) are detected and the middle point is detected as the welding position, so the influence of the material of the metal that constitutes the object to be inspected (ring-shaped weld) Without it, the welding position can be specified accurately.
【0051】また、画像強調化処理を施した画像情報に
対して、環形状溶接部の中心より放射状に延ばした直線
上で濃度値が明(白)から暗(黒)、および暗(黒)か
ら明(白)へと変化する二個のエッジ点が求められない
場合は、直線上の溶接部は未溶接部であると判定でき、
溶接の有無と共に未溶接部分の位置を特定することがで
きる。With respect to the image information subjected to the image enhancement processing, the density values are bright (white) to dark (black) and dark (black) on a straight line radially extending from the center of the ring-shaped weld. If two edge points that change from light to bright (white) are not obtained, it is possible to determine that the welded portion on the straight line is an unwelded portion,
The position of the unwelded portion can be specified together with the presence or absence of welding.
【0052】また、環形状溶接部の基準円を、溶接位置
検出手段で検出した環形状溶接部の全周における溶接位
置からLMedS(Least Median of Squares:最小自
乗メディアン)ロバスト円回帰アルゴリズムを用いて求
めることにより、溶接位置の検出値の中で飛びぬけては
ずれている例外値を自動的に計算から外すため、正確な
溶接基準円を求めることができる。Further, the reference circle of the ring-shaped welded portion is detected from the welding positions on the entire circumference of the ring-shaped welded portion detected by the welding position detecting means by using the LMedS (Least Median of Squares) robust circle regression algorithm. By calculating, the exceptional values that are far out of the range of the detected values of the welding position are automatically excluded from the calculation, so that an accurate welding reference circle can be calculated.
【0053】また、溶接基準円の半径と溶接基準円の中
心から環形状溶接部の各溶接位置までの距離との差を環
形状溶接部全周に対して算出し、その標準偏差値から溶
接状態の良/不良を判定するため、環形状溶接部の真円
度を定量的に評価して、溶接状態の良/不良を判定する
ことができる。Further, the difference between the radius of the welding reference circle and the distance from the center of the welding reference circle to each welding position of the ring-shaped weld is calculated for the entire circumference of the ring-shaped weld, and the standard deviation value is used to perform welding. In order to determine whether the state is good or bad, it is possible to quantitatively evaluate the circularity of the ring-shaped welded portion and determine whether the state of welding is good or bad.
【0054】また、溶接基準円の中心から環形状溶接部
の各溶接位置までの距離を求め、隣接する溶接位置同士
での距離の差を環形状溶接部全周に対して算出し、その
標準偏差値から溶接状態の良/不良を判定するため、環
形状溶接部の局所的な溶接粗さを定量的に評価して、溶
接状態の良/不良を判定することができる。Further, the distance from the center of the welding reference circle to each welding position of the ring-shaped welded portion is obtained, and the difference in the distance between the adjacent welding positions is calculated with respect to the entire circumference of the ring-shaped welded portion, and the standard is calculated. Since the goodness / badness of the welding state is determined from the deviation value, the local welding roughness of the ring-shaped welded portion can be quantitatively evaluated to determine the goodness / badness of the welding state.
【図1】 この発明の実施の形態1による環形状溶接部
の溶接状態検査装置の構成を示すブロック図である。FIG. 1 is a block diagram showing a configuration of a welding state inspection device for a ring-shaped welded portion according to a first embodiment of the present invention.
【図2】 この発明の実施の形態1による環形状溶接部
の溶接状態検査装置の動作の流れを示すフロー図であ
る。FIG. 2 is a flowchart showing the flow of the operation of the welding state inspection device for ring-shaped welded parts according to the first embodiment of the present invention.
【図3】 この発明の実施の形態1による環形状溶接部
の溶接状態検査装置における撮像手段を説明するための
図である。FIG. 3 is a diagram for explaining an image pickup means in the welding state inspection device for the ring-shaped welded portion according to the first embodiment of the present invention.
【図4】 この発明の実施の形態1による環形状溶接部
の溶接状態検査装置における画像強調化手段を説明する
ための図である。FIG. 4 is a diagram for explaining image enhancing means in the welding state inspection device for ring-shaped welded portions according to the first embodiment of the present invention.
【図5】 この発明の実施の形態1による環形状溶接部
の溶接状態検査装置における溶接位置検出手段をを説明
するための図である。FIG. 5 is a diagram for explaining welding position detecting means in the welding state inspection device for the ring-shaped welded portion according to the first embodiment of the present invention.
【図6】 この発明の実施の形態1による環形状溶接部
の溶接状態検査装置における溶接基準円算出手段を説明
するための図である。FIG. 6 is a diagram for explaining a welding reference circle calculation means in the welding state inspection device for the ring-shaped welded portion according to the first embodiment of the present invention.
【図7】 この発明の実施の形態1による環形状溶接部
の溶接状態検査装置における溶接判定手段を説明するた
めの図である。FIG. 7 is a diagram for explaining welding determination means in the welding state inspection device for the ring-shaped welded portion according to the first embodiment of the present invention.
【図8】 環形状溶接部の溶接不良例を示す図である。FIG. 8 is a diagram showing an example of defective welding of a ring-shaped welded portion.
【図9】 環形状溶接部の他の溶接不良例を示す図であ
る。FIG. 9 is a diagram showing another example of defective welding of a ring-shaped welded portion.
1 被検査物、2 照明手段、3 撮像手段、4 溶接
状態判定手段、5 画像データ記憶手段、6 画像強調
化手段、7 溶接位置検出手段、8 溶接基準円算出手
段、9 溶接判定手段、11 金属表面、12 溶接
部、31 画像データ、32 画像データ(画像強調化
処理後)、33 エッジ検出曲線局所画像、34a、3
4b エッジ点、35 溶接位置座標、36 溶接基準
円、37 溶接散り、38 未溶接部分。DESCRIPTION OF SYMBOLS 1 inspection object, 2 illumination means, 3 imaging means, 4 welding state determination means, 5 image data storage means, 6 image enhancement means, 7 welding position detection means, 8 welding reference circle calculation means, 9 welding determination means, 11 Metal surface, 12 welds, 31 image data, 32 image data (after image enhancement processing), 33 edge detection curve local image, 34a, 3
4b Edge point, 35 Welding position coordinate, 36 Welding reference circle, 37 Welding spot, 38 Unwelded part.
───────────────────────────────────────────────────── フロントページの続き (51)Int.Cl.7 識別記号 FI テーマコート゛(参考) G06T 7/60 200 G06T 7/60 200C (72)発明者 杉本 耕一 東京都千代田区丸の内二丁目2番3号 三 菱電機株式会社内 (72)発明者 山田 尚道 東京都千代田区丸の内二丁目2番3号 三 菱電機株式会社内 Fターム(参考) 2F065 AA06 AA12 AA15 AA17 CC15 DD04 DD06 FF04 GG07 HH13 JJ26 QQ08 QQ18 QQ24 QQ25 QQ32 QQ33 RR00 TT03 2G051 AA90 AB13 AB20 CA04 CB01 EA08 EA12 EC02 ED23 5B057 AA17 BA02 CE03 CE06 DA03 DA07 DB02 DB05 DB09 DC03 DC05 DC09 DC16 5L096 AA03 AA06 BA03 CA02 EA02 EA27 FA04 FA06 FA33 FA62 FA64 FA66 FA69 GA02 GA12 GA51 GA55 ─────────────────────────────────────────────────── ─── Continuation of front page (51) Int.Cl. 7 Identification code FI theme code (reference) G06T 7/60 200 G06T 7/60 200C (72) Inventor Koichi Sugimoto 2-3-2 Marunouchi, Chiyoda-ku, Tokyo No. Sanryo Electric Co., Ltd. (72) Inventor Naomichi Yamada 2-3-3 Marunouchi, Chiyoda-ku, Tokyo F-Term within Sanryo Electric Co., Ltd. (reference) 2F065 AA06 AA12 AA15 AA17 CC15 DD04 DD06 FF04 GG07 HH13 JJ26 QQ08 QQ18 QQ24 QQ25 QQ32 QQ33 RR00 TT03 2G051 AA90 AB13 AB20 CA04 CB01 EA08 EA12 EC02 ED23 5B057 AA17 BA02 CE03 CE06 DA03 DA07 DB02 DB05 DB09 DC03 DC05 DC09 DC16 5L096 AA03 AA06 BA03 CA02 EA02 EA27 FA04 FA06 FA33 FA62 FA64 FA66 FA69 GA02 GA12 GA51 GA55
Claims (15)
垂直に光を照射するように配置された照明手段と、 上記被検査物の環形状溶接部形成面に対向して配置さ
れ、上記照明手段から照射され上記環形状溶接部形成面
で反射された反射光を受光することによって上記被検査
物の環形状溶接部の全域を同時に撮像する撮像手段と、 上記撮像手段で撮像された上記環形状溶接部の画像デー
タから溶接状態の良/不良を判定する溶接状態判定手段
とを備えたことを特徴とする環形状溶接部の溶接状態検
査装置。1. An illumination means arranged to irradiate light perpendicularly to a ring-shaped welded portion forming surface of the inspection object, and an illuminating means arranged so as to face the ring-shaped welding portion forming surface of the inspection object. An image pickup means for simultaneously picking up an image of the entire ring-shaped welded portion of the object to be inspected by receiving the reflected light emitted from the illumination means and reflected by the ring-shaped welded portion forming surface; A welding state inspection device for a ring-shaped welded portion, further comprising: welding state determination means for determining whether the welding state is good or bad from the image data of the ring-shaped welded portion.
構成され、 上記撮像手段で撮像された上記環形状溶接部全域の画像
データに対して画像の強調化処理を行う画像強調化手段
と、 上記画像強調化手段で強調化された画像データから上記
環形状溶接部全周に対して所定数の溶接位置を検出する
溶接位置検出手段と、 上記溶接位置検出手段で検出された上記環形状溶接部の
溶接位置から上記環形状溶接部の溶接基準円を算出する
溶接基準円算出手段と、 上記溶接位置検出手段で検出された溶接位置と上記溶接
基準円算出手段で算出された溶接基準円とを比較して上
記環形状溶接部の溶接状態の良/不良を判定する溶接判
定手段とを備えたことを特徴とする請求項1記載の環形
状溶接部の溶接状態検査装置。2. The welding state determination means comprises an electronic computer, and image enhancement means for performing image enhancement processing on image data of the entire ring-shaped welded portion imaged by the imaging means, Welding position detecting means for detecting a predetermined number of welding positions with respect to the entire circumference of the ring-shaped welded portion from the image data emphasized by the image enhancing means, and the ring-shaped welding detected by the welding position detecting means. Welding reference circle calculating means for calculating the welding reference circle of the ring-shaped welded portion from the welding position of the portion, the welding position detected by the welding position detecting means, and the welding reference circle calculated by the welding reference circle calculating means The welding condition inspection device for the ring-shaped welded part according to claim 1, further comprising: a welding determination means for determining whether the welded condition of the ring-shaped welded part is good or bad.
部を撮像した画像データに対して収縮フィルタ処理を施
すことを特徴とする請求項2記載の環形状溶接部の溶接
状態検査装置。3. The welded state inspection device for a ring-shaped welded portion according to claim 2, wherein the image enhancing means performs shrinkage filter processing on the image data of the ring-shaped welded portion.
を撮像した画像データにおいて、上記環形状溶接部の中
心より放射状に延ばした直線上で濃度値が明(白)から
暗(黒)、および暗(黒)から明(白)へと変化する二
個のエッジ点を求め、上記二個のエッジ点の中点を溶接
位置として検出することを特徴とする請求項2記載の環
形状溶接部の溶接状態検査装置。4. The welding position detecting means, in the image data obtained by picking up the ring-shaped welded portion, has a density value from bright (white) to dark (black) on a straight line radially extending from the center of the ring-shaped welded portion. , And two edge points that change from dark (black) to bright (white), and the midpoint of the two edge points is detected as the welding position. Welding condition inspection device for welded parts.
置検出手段で検出された上記環形状溶接部の溶接位置を
基に、LMedS(Least Median of Squares:最小自
乗メディアン)ロバスト円回帰アルゴリズムを用いて溶
接基準円を算出することを特徴とする請求項2記載の環
形状溶接部の溶接状態検査装置。5. The welding reference circle calculating means, based on the welding position of the ring-shaped welded portion detected by the welding position detecting means, uses a LMedS (Least Median of Squares) robust circle regression algorithm. The welding condition inspection device for a ring-shaped welded portion according to claim 2, wherein the welding reference circle is calculated using the welding reference circle.
出手段で得られた溶接基準円の半径と、上記溶接基準円
の中心から上記環形状溶接部の各溶接位置までの距離と
の差を上記環形状溶接部全周に対して算出し、その標準
偏差値を予め設定した閾値と比較することにより上記環
形状溶接部における溶接状態の良/不良を判定すること
を特徴とする請求項2記載の環形状溶接部の溶接状態検
査装置。6. The welding determination means determines the difference between the radius of the welding reference circle obtained by the welding reference circle calculation means and the distance from the center of the welding reference circle to each welding position of the ring-shaped welded portion. Is determined for the entire circumference of the ring-shaped welded portion, and the standard deviation value is compared with a preset threshold value to determine whether the welded state in the ring-shaped welded portion is good or bad. 2. The welding state inspection device for ring-shaped welded parts according to 2.
出手段で得られた溶接基準円の中心から環形状溶接部の
各溶接位置までの距離を求め、隣接する上記溶接位置同
士での上記距離の差を上記環形状溶接部全周に対して算
出し、その標準偏差値を予め設定した閾値と比較するこ
とにより上記環形状溶接部における溶接状態の良/不良
を判定することを特徴とする請求項2記載の環形状溶接
部の溶接状態検査装置。7. The welding determination means obtains the distance from the center of the welding reference circle obtained by the welding reference circle calculation means to each welding position of the ring-shaped welded portion, and the welding position between adjacent welding positions is determined. A feature is that the difference in distance is calculated for the entire circumference of the ring-shaped welded portion, and the standard deviation value is compared with a preset threshold value to judge whether the welded state in the ring-shaped welded portion is good or bad. The welding state inspection device for the ring-shaped welded portion according to claim 2.
垂直に照射され、上記環形状溶接部形成面で反射された
反射光を、上記環形状溶接部形成面に対向して配置され
た撮像手段で受光することにより上記被検査物の環形状
溶接部の全域を同時に撮像する工程と、 上記撮像手段で撮像された上記環形状溶接部の画像デー
タから溶接状態の良/不良を判定する溶接状態判定工程
を含むことを特徴とする環形状溶接部の溶接状態検査方
法。8. The reflected light, which is radiated perpendicularly to the ring-shaped welded portion forming surface of the inspection object and is reflected by the ring-shaped welded portion forming surface, is arranged so as to face the ring-shaped welded portion forming surface. The step of simultaneously imaging the entire area of the ring-shaped welded portion of the inspection object by receiving light by the image pickup means, and the good / defective welding state from the image data of the ring-shaped welded portion picked up by the image pickup means. A method for inspecting a welded state of a ring-shaped welded portion, which comprises a step of determining a welded state.
タに対して画像の強調化処理を行う画像強調化工程と、 上記画像強調化工程で強調化された画像データから上記
環形状溶接部の全周において所定数の溶接位置を検出す
る溶接位置検出工程と、 上記溶接位置検出工程で検出された上記環形状溶接部の
溶接位置から上記環形状溶接部の溶接基準円を算出する
溶接基準円算出工程と、 上記溶接位置検出工程で検出された溶接位置と上記溶接
基準円算出工程で算出された溶接基準円とを比較して上
記環形状溶接部の溶接状態の良/不良を判定する溶接判
定工程とを含むことを特徴とする請求項8記載の環形状
溶接部の溶接状態検査方法。9. The welding state determining step includes an image enhancing step of performing an image enhancing process on the image data of the ring-shaped welded portion captured by the image capturing means, and the image enhancing step. A welding position detection step of detecting a predetermined number of welding positions on the entire circumference of the ring-shaped welded portion from the imaged image data; and a ring shape from the welding position of the ring-shaped welded portion detected in the welding position detection step. The welding reference circle calculation step of calculating the welding reference circle of the welded portion, the welding position detected in the welding position detection step and the welding reference circle calculated in the welding reference circle calculation step are compared, and the ring-shaped welding is performed. The welding state inspection method for a ring-shaped welded portion according to claim 8, further comprising a welding determination step of determining whether the welded state of the portion is good or bad.
接部を撮像した画像データに対して収縮フィルタ処理を
施すことを特徴とする請求項9記載の環形状溶接部の溶
接状態検査方法。10. The method for inspecting a welded state of a ring-shaped welded portion according to claim 9, wherein in the image enhancement step, shrinkage filter processing is applied to image data of the ring-shaped welded portion.
部を撮像した画像データにおいて、上記環形状溶接部の
中心より放射状に延ばした直線上で濃度値が明(白)か
ら暗(黒)、および暗(黒)から明(白)へと変化する
二個のエッジ点を求め、上記二個のエッジ点の中点を溶
接位置として検出することを特徴とする請求項9記載の
環形状溶接部の溶接状態検査方法。11. In the welding position detecting step, in the image data obtained by imaging the ring-shaped welded portion, the density value is light (white) to dark (black) on a straight line radially extending from the center of the ring-shaped welded portion. , And the two edge points that change from dark (black) to bright (white), and the midpoint of the two edge points is detected as the welding position. Weld condition inspection method.
環形状溶接部の中心より放射状に延ばした直線上で濃度
値が明(白)から暗(黒)、および暗(黒)から明
(白)へと変化する二個のエッジ点が求められない場合
は、上記直線上の溶接部は未溶接であると判定すること
を特徴とする請求項11記載の環形状溶接部の溶接状態
検査方法。12. In the welding position detecting step, the density values are bright (white) to dark (black) and dark (black) to bright (white) on a straight line radially extending from the center of the ring-shaped weld. 12. The method for inspecting a welded state of a ring-shaped welded portion according to claim 11, wherein the welded portion on the straight line is determined to be unwelded when two edge points that change to are not obtained.
位置検出工程で検出された上記環形状溶接部の溶接位置
を基に、LMedS(Least Median of Squares:最小
自乗メディアン)ロバスト円回帰アルゴリズムを用いて
溶接基準円を算出することを特徴とする請求項9記載の
環形状溶接部の溶接状態検査方法。13. The welding reference circle calculation step uses a LMedS (Least Median of Squares) robust circle regression algorithm based on the welding position of the ring-shaped weld detected in the welding position detection step. The welding state inspection method for a ring-shaped welded portion according to claim 9, wherein the welding reference circle is calculated using the welding reference circle.
算出工程で得られた溶接基準円の半径と、上記溶接基準
円の中心から上記環形状溶接部の各溶接位置までの距離
との差を上記環形状溶接部全周に対して算出し、その標
準偏差値を予め設定した閾値と比較することにより上記
環形状溶接部における溶接状態の良/不良を判定するこ
とを特徴とする請求項9記載の環形状溶接部の溶接状態
検査方法。14. The welding determination step includes a difference between a radius of the welding reference circle obtained in the welding reference circle calculation step and a distance from a center of the welding reference circle to each welding position of the ring-shaped weld portion. Is determined for the entire circumference of the ring-shaped welded portion, and the standard deviation value is compared with a preset threshold value to determine whether the welded state in the ring-shaped welded portion is good or bad. 9. The method for inspecting the welded state of the ring-shaped welded part according to 9.
算出工程で得られた溶接基準円の中心から環形状溶接部
の各溶接位置までの距離を求め、隣接する上記溶接位置
同士での上記距離の差を上記環形状溶接部全周に対して
算出し、その標準偏差値を予め設定した閾値と比較する
ことにより上記環形状溶接部における溶接状態の良/不
良を判定することを特徴とする請求項9記載の環形状溶
接部の溶接状態検査方法。15. The welding determination step obtains the distance from the center of the welding reference circle obtained in the welding reference circle calculation step to each welding position of the ring-shaped welded portion, and determines the distance between the adjacent welding positions. A feature is that the difference in distance is calculated for the entire circumference of the ring-shaped welded portion, and the standard deviation value is compared with a preset threshold value to judge whether the welded state in the ring-shaped welded portion is good or bad. The method for inspecting a welded state of a ring-shaped welded portion according to claim 9.
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Cited By (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8086023B2 (en) | 2008-02-07 | 2011-12-27 | Keyence Corporation | Defect detection apparatus, defect detection method and computer program |
JP2013020600A (en) * | 2011-06-17 | 2013-01-31 | Denso Corp | Image processing apparatus |
JP2013064618A (en) * | 2011-09-16 | 2013-04-11 | Mitsubishi Electric Corp | Photogrammetry system and photographing condition determination method for photogrammetry |
KR20180035484A (en) * | 2016-09-29 | 2018-04-06 | 주식회사 제이이노텍 | Apparatus and method for inspection of welding state of cylindrical battery |
JP2019144163A (en) * | 2018-02-22 | 2019-08-29 | 三菱電機株式会社 | Curvature radius measurement device and curvature radius measurement method |
CN115754215A (en) * | 2022-11-25 | 2023-03-07 | 合肥国轩高科动力能源有限公司 | Method and system for detecting welding track of lithium battery sealing aluminum sheet |
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2002
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Cited By (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8086023B2 (en) | 2008-02-07 | 2011-12-27 | Keyence Corporation | Defect detection apparatus, defect detection method and computer program |
JP2013020600A (en) * | 2011-06-17 | 2013-01-31 | Denso Corp | Image processing apparatus |
JP2013064618A (en) * | 2011-09-16 | 2013-04-11 | Mitsubishi Electric Corp | Photogrammetry system and photographing condition determination method for photogrammetry |
KR20180035484A (en) * | 2016-09-29 | 2018-04-06 | 주식회사 제이이노텍 | Apparatus and method for inspection of welding state of cylindrical battery |
KR101894961B1 (en) | 2016-09-29 | 2018-09-05 | 주식회사 제이이노텍 | Apparatus for inspecting welding state of cylindrical battery |
JP2019144163A (en) * | 2018-02-22 | 2019-08-29 | 三菱電機株式会社 | Curvature radius measurement device and curvature radius measurement method |
CN117078580A (en) * | 2022-05-10 | 2023-11-17 | 广州镭晨智能装备科技有限公司 | Solder joint detection method, device and computer readable storage medium |
CN115754215A (en) * | 2022-11-25 | 2023-03-07 | 合肥国轩高科动力能源有限公司 | Method and system for detecting welding track of lithium battery sealing aluminum sheet |
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