JP2003014429A - Crop shape detector for strip coil - Google Patents

Crop shape detector for strip coil

Info

Publication number
JP2003014429A
JP2003014429A JP2001202048A JP2001202048A JP2003014429A JP 2003014429 A JP2003014429 A JP 2003014429A JP 2001202048 A JP2001202048 A JP 2001202048A JP 2001202048 A JP2001202048 A JP 2001202048A JP 2003014429 A JP2003014429 A JP 2003014429A
Authority
JP
Japan
Prior art keywords
crop
coil
strip coil
light source
strip
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.)
Withdrawn
Application number
JP2001202048A
Other languages
Japanese (ja)
Inventor
Takumi Uchiyama
匠 内山
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Nippon Steel Nisshin Co Ltd
Original Assignee
Nisshin Steel Co Ltd
Priority date (The priority date 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 date listed.)
Filing date
Publication date
Application filed by Nisshin Steel Co Ltd filed Critical Nisshin Steel Co Ltd
Priority to JP2001202048A priority Critical patent/JP2003014429A/en
Publication of JP2003014429A publication Critical patent/JP2003014429A/en
Withdrawn legal-status Critical Current

Links

Abstract

PROBLEM TO BE SOLVED: To improve the detection accuracy and detection efficiency in an image processing method for the crop shape of a strip coil. SOLUTION: In this device for radiating light ray to the crop of the strip coil on a cradle roll to project the crop on the coil circumferential surface and detecting the crop shape on the basis of the luminance difference between the image of the crop taken by a camera and its shadow, a light source 2 for radiating the light ray from the lower side of the strip coil 10 in the tangential direction thereof toward the crop 11 is movably arranged in a position corresponding to the winding diameter of the strip coil that is a subject of measurement. Instead of the structure for moving the light source 2, two or more light sources may be arranged in parallel in conformation to the winding diameter of the strip coil. The read of the crop shape by the luminance difference of the projected image is facilitated without being influenced by the warp shape of the crop 11, and the accuracy and efficiency of the detection is enhanced.

Description

【発明の詳細な説明】Detailed Description of the Invention

【0001】[0001]

【発明の属する技術分野】本発明は、帯板コイルのクロ
ップ検出装置に係り、特に画像処理方式によるクロップ
形状の検出判定を高精度に効率よくなし得るようにした
ものである。
BACKGROUND OF THE INVENTION 1. Field of the Invention The present invention relates to a strip detecting device for a strip coil, and more particularly to a device capable of highly accurately and efficiently detecting and determining a crop shape by an image processing method.

【0002】[0002]

【従来の技術】帯板製造、例えば鋼帯製造ラインにおい
て、鋼帯のクロップを切断除去する際には切断長さを適
切に設定することを要する。切断長さの不足(鋼帯先端
にクロップの不整形状が残存)は次工程操業のトラブル
の原因となり、逆に切断長さを過剰に設定すると製品の
歩留りロスにつながる。これらの不具合を回避すべく切
断長さを適切に設定するには、クロップ形状を精度よく
検出することが必要であり、その一般的な検出技術とし
て画像処理方式が用いられている。
2. Description of the Related Art In a strip production, for example, a steel strip production line, it is necessary to appropriately set a cutting length when cutting and removing a crop of a steel strip. Insufficient cutting length (imperfect shape of crop left at the tip of the steel strip) causes trouble in the next process operation, and conversely setting an excessive cutting length leads to loss of product yield. In order to properly set the cutting length in order to avoid these problems, it is necessary to detect the crop shape with high accuracy, and an image processing method is used as a general detection technique.

【0003】通板ライン上の鋼帯を対象とするクロップ
検出に比し、コイルに巻き取られた鋼帯のそれはやっか
いである。従来その検出作業は、図5のように構成され
た検出装置により行なわれている。図中、1は、クレー
ドルロール、10は該ローラに水平載置された鋼帯コイ
ル、2は光源、5は撮像カメラである。光源(2)は、
クロップ(11)を正面から照射するように帯板コイル
(10)の斜め下方に設置され、カメラ(5)はコイル
(10)の周面に対して水平方向に指向しクロップ(1
1)とその陰影を視野内に納め得る適宜位置に設置され
ている。
Compared with the crop detection for a steel strip on a threading line, that of a steel strip wound around a coil is troublesome. Conventionally, the detection work is performed by the detection device configured as shown in FIG. In the figure, 1 is a cradle roll, 10 is a steel strip coil horizontally mounted on the roller, 2 is a light source, and 5 is an imaging camera. The light source (2) is
The camera (5) is installed diagonally below the strip coil (10) so as to irradiate the crop (11) from the front, and the camera (5) is oriented horizontally with respect to the circumferential surface of the coil (10).
It is installed at an appropriate position so that 1) and its shadow can be placed in the visual field.

【0004】上記装置において、光源(2)から鋼帯コ
イル(10)のクロップ(11)に向って光線を照射す
ると、図6に示すように、コイル周面(12)にクロッ
プ(11)が投影され、カメラ(5)によりクロップ
(11)とその陰影(S)が撮像される。そしてクロッ
プ表面(照射面)と陰影(S)の輝度差として撮像デー
タを処理することによりクロップ形状が読み取られ次工
程に出力される。
In the above apparatus, when a light beam is emitted from the light source (2) toward the crop (11) of the steel strip coil (10), the crop (11) is formed on the coil peripheral surface (12) as shown in FIG. The crop (11) and its shadow (S) are projected and imaged by the camera (5). Then, the cropped shape is read by processing the image pickup data as a brightness difference between the crop surface (irradiation surface) and the shadow (S), and is output to the next step.

【0005】[0005]

【発明が解決しようとする課題】上記検出装置によるク
ロップ検出を精度よく行なうには、クロップと陰影との
輝度差に基づく十分な差別化が可能な程度に陰影(S)
が形成されることを要する。しかし、コイル周面(1
2)に対するクロップの投影状態は、クロップの反り具
合(コイル周面からの浮き上りdの大きさ)に左右さ
れ、浮き上り(d)が小さい場合は、陰影(S)も小さ
く輝度差による差別化認識が困難となる。クレードルロ
ール(1)の駆動により鋼帯コイル(10)を回動させ
てクロップ(11)の光源(2)に対する向きを調整し
ても、それだけでは検出精度を高めることは困難であ
る。
In order to perform the crop detection with high accuracy by the above-mentioned detection device, the shadow (S) can be sufficiently differentiated based on the brightness difference between the crop and the shadow.
Need to be formed. However, the coil surface (1
The projection state of the crop to 2) depends on the warp of the crop (the size of the lift d from the coil circumferential surface). When the lift (d) is small, the shadow (S) is also small and discrimination based on the brightness difference. Recognition becomes difficult. Even if the steel strip coil (10) is rotated by the drive of the cradle roll (1) to adjust the direction of the crop (11) with respect to the light source (2), it is difficult to improve the detection accuracy by only that.

【0006】本発明は、帯板コイルのクロップ検出に関
する上記問題を解消し、クロップの浮き上り形態に影響
されることなく、輝度差によるクロップ形状の検出を精
度よくかつ効率的に行なうことができるようにしたもの
である。
The present invention solves the above-mentioned problems relating to the detection of the crop of the strip coil, and can detect the crop shape based on the brightness difference accurately and efficiently without being affected by the rising form of the crop. It was done like this.

【0007】[0007]

【課題を解決するための手段】本発明は、クレードルロ
ール上の帯板コイルのクロップに向けて光線を照射して
コイル周面にクロップを投影し、カメラで撮像されるク
ロップとその陰影との輝度差に基づいてクロップ形状を
検出する装置において、帯板コイルの下側からクロップ
部に向ってコイルの接線方向に照射する光源を、帯板コ
イルの巻き径の大きさに対応する複数個所に配置した構
成を有している。
SUMMARY OF THE INVENTION According to the present invention, a light beam is projected toward a crop of a strip coil on a cradle roll to project the crop on the circumferential surface of the coil, and the crop captured by a camera and the shadow thereof. In the device that detects the crop shape based on the brightness difference, the light source for irradiating the coil from the lower side of the strip coil toward the crop portion in the tangential direction of the coil is provided at a plurality of locations corresponding to the winding diameter of the strip coil. It has a configuration arranged.

【0008】本発明の検出装置は、所望により、光源を
複数個所に並列配置する上記構成に代え、1つの光源
(2)を使用して、巻き径サイズの異なる帯板コイルの
クロップ(11)に対する照射を行なうように、光源を
移動台車に搭載して帯板コイル(10)に対し近接又は
離隔する水平方向の往復移動が可能に配置した構成が採
用される。
If desired, the detecting device of the present invention uses one light source (2) instead of the above-mentioned structure in which light sources are arranged in parallel at a plurality of places, and a crop (11) of strip plate coils having different winding diameter sizes. In order to irradiate the light source, the light source is mounted on a moving carriage and arranged so as to be capable of reciprocating in the horizontal direction, which is close to or away from the strip coil (10).

【0009】本発明におけるクロップの投影は、帯板コ
イル(10)の下側に配置された光源(2)による接線
方向の光線照射により行なわれるので、クロップ(1
1)の反り形状に影響されず、クロップの浮き上り
(d)が小さい場合においても、撮像されるクロップと
その陰影の輝度差によるクロップ形状の読み取りが容易
である。クロップの浮き上りの度合い(d)は、コイル
巻取り後の冷却条件(冷却速度等)、巻き径の大きさ、
帯板の厚さ・板幅、クロップ形状、その他の条件により
異なるが、本発明によれば、そのような諸条件の如何に
かかわらずクロップ検出を精度よくかつ効率的に行なう
ことができる。
The projection of the crop in the present invention is carried out by irradiating light rays in the tangential direction by the light source (2) arranged below the strip coil (10), so that the crop (1
Even if the rise (d) of the crop is small without being affected by the warp shape of 1), it is easy to read the crop shape due to the difference in brightness between the imaged crop and its shadow. The degree of floating (d) of the crop depends on the cooling conditions (cooling speed, etc.) after winding the coil, the size of the winding diameter,
Although it depends on the thickness and width of the strip, the shape of the crop, and other conditions, the present invention enables accurate and efficient crop detection regardless of such conditions.

【0010】[0010]

【発明の実施の形態】以下、本発明について実施例を示
す図面を参照して具体的に説明する。図1は、複数の光
源(2)(2)(2)を並列配置してクロップの
投影を行なうようにした検出装置の例を示している。複
数の光源(2)(2)(2)は、クレードルロー
ル(1)の下方に位置し、帯板コイル(10)と直交す
る水平方向の複数個所に、適宜間隔をおいて設置された
固定台(3)に取付けられている。
BEST MODE FOR CARRYING OUT THE INVENTION The present invention will be described in detail below with reference to the drawings showing embodiments. FIG. 1 shows an example of a detection device in which a plurality of light sources (2 1 ) (2 2 ) (2 3 ) are arranged in parallel to perform crop projection. The plurality of light sources (2 1 ) (2 2 ) (2 3 ) are located below the cradle roll (1) and are arranged at a plurality of horizontal positions orthogonal to the strip coil (10) at appropriate intervals. It is attached to the fixed base (3).

【0011】光源(2)の設置数及び設置位置は、測定
対象となる帯板コイル(10)の巻き径の大きさ(最小
巻き径〜最大巻き径)をカバーし得るように適宜設定さ
れる。図示の例では、帯板コイルを、大径コイル,中径
コイル,小径コイルの3クラスに分け、各クラスに属す
る帯板コイルに対し3つの光源(2),(2),
(2)設置しておき、上位からのコイル径情報をもと
に、それぞれを使い分けるようにしている。
The number of light sources (2) to be installed and the number of installation positions are appropriately set so as to cover the winding diameter of the strip coil (10) to be measured (minimum winding diameter to maximum winding diameter). . In the illustrated example, the strip coil is divided into three classes of large-diameter coil, medium-diameter coil, and small-diameter coil, and three light sources (2 1 ), (2 2 ),
(2 3 ) They are installed in advance, and each of them is used properly based on the coil diameter information from the host.

【0012】例えば、中径サイズの帯板コイル(1
)のクロップ検出においては、そのクロップ先端に
対応する位置に設置された中径コイル用光源(2)で
クロップに対する照射を行なう。このとき小径用の光源
(2)と大径用の光源(2)はOFFにしておく。同
じように、小径サイズの帯板コイル(10)のクロッ
プ検出では光源(2)を、大径サイズの帯板コイル
(10)に対しては光源(2)をそれぞれ使用し、
他の光源はOFFにした状態でクロップの投影を行なう。
なお、帯板コイル(10)に対する接線方向の光線照射
は、図3のように光源(2)を略鉛直上向きに指向させ
て行なえばよい。
For example, a medium-diameter band plate coil (1
In the 0 2 ) crop detection, the medium size coil light source (2 2 ) installed at the position corresponding to the tip of the crop irradiates the crop. At this time, the light source for small diameter (2 1 ) and the light source for large diameter (2 3 ) are turned off. Similarly, the light source (2 1 ) is used for crop detection of the small-diameter band coil (10 1 ) and the light source (2 3 ) is used for the large-diameter band coil (10 3 ).
Crop projection is performed with other light sources turned off.
The light irradiation in the tangential direction to the strip coil (10) may be performed by directing the light source (2) substantially vertically upward as shown in FIG.

【0013】図4は、図1の検出装置における帯板コイ
ルのクロップに対する光線照射とクロップの投影状態を
示している。帯板コイル(10)の下側からその接線方
向に照射が行なわれる効果として、クロップ(11)の
浮き上り(d)が小さくても、コイル周面(12)にク
ロップが大きく投影され、そのクロップ(11)と陰影
(S)はカメラ(5)で撮像され画像処理される。
FIG. 4 shows the light beam irradiation and the projection state of the crop on the crop of the strip coil in the detection apparatus of FIG. As an effect of irradiation from the lower side of the strip coil (10) in the tangential direction, even if the lift (d) of the crop (11) is small, the crop is largely projected on the coil peripheral surface (12), The crop (11) and the shadow (S) are picked up by the camera (5) and image-processed.

【0014】図2は、前記図1(複数の光源を並列配
置)の構成に代えて、光源移動装置(4)を設置し、光
源(2)を水平移動により位置調節するように構成した
例を示している。光源移動装置(4)は、光源を搭載し
た台車(4)と軌条(4)とからなり、軌条
(4)は帯板コイル(10)の軸心と直交する向きに
配置されている。光源搭載台車(4)は、軌条に案内
されて帯板コイル(10)に対し近接又は離隔する水平
移動を行なう。
FIG. 2 shows an example in which a light source moving device (4) is installed in place of the structure shown in FIG. 1 (a plurality of light sources are arranged in parallel) and the light source (2) is horizontally moved to adjust its position. Is shown. The light source moving device (4) comprises a carriage (4 1 ) equipped with a light source and a rail (4 2 ), and the rail (4 2 ) is arranged in a direction orthogonal to the axis of the strip coil (10). There is. Light source mounting carriage (4 1) performs horizontal movement close to or apart by being guided by the rail relative to the strip coil (10).

【0015】光源搭載台車(2)の水平移動は、帯板コ
イル(10)の巻き径の大きさに応じて調節される。例
えば、帯板コイル(10)のクロップ検出において
は、台車(4)の走行により光源(2)をb位置に移
動させ、クロップ(11)に対する鉛直上向きの光線照
射を行なう。また、帯板コイル(10)のクロップ検
出ではa位置に、帯板コイル(10)の場合はc位置
に、それぞれ光源(2)を移動させて帯板コイル(1
0)の接線方向にクロップ(11)への光線照射を行な
う。
The horizontal movement of the light source carrier (2) is adjusted according to the winding diameter of the strip coil (10). For example, in detecting the crop of the strip coil (10 2 ), the light source (2) is moved to the position b by the traveling of the carriage (4 1 ), and the vertically upward light irradiation is performed on the crop (11). Further, the light source (2) is moved to the position a for crop detection of the strip coil (10 1 ), and to position c for the strip coil (10 3 ), respectively.
The light is applied to the crop (11) in the tangential direction of (0).

【0016】光源(3)の移動(位置調整)は、上位か
らのコイル径情報に基づいて光源搭載台車(4)を駆
動制御することにより行なわれ、これにより1つの光源
(2)で、巻き径の異なる各種サイズの帯板コイルを対
象として図4(2)のように陰影の大きな投影像を得る
ことができる。
The movement (position adjustment) of the light source (3) is carried out by driving and controlling the light source mounted carriage (4 1 ) based on the coil diameter information from the upper layer, whereby one light source (2) As shown in FIG. 4B, it is possible to obtain a projected image with large shading for strip coil of various sizes having different winding diameters.

【0017】上述した光源の選択(図1)又は光源位置
の移動制御(図2)のもとに、帯板コイル(10)に対
し水平方向に指向するカメラ(5)でクロップ投影像を
撮像する。実操業においては、クレードルロール(1)
に載置された帯板コイルのクロップ(11)がカメラ
(5)の正面に向いていることは殆どない(クロップの
位置はランダムである)ので、各帯板コイルごとにクレ
ードルロール(1)を回転駆動し、適宜周期で、例えば
コイル径×1.3周分を1秒ピッチで撮像する。こうすれ
ば、クロップの向きが種々異なる多数の帯板コイルにつ
いてクロップの撮像と形状検出を効率よく行なうことが
でき、また投影像が一つの視野内に納まらない長いクロ
ップの場合も、複数の画像を足し合わせることにより全
体形状を効率よく判定することができる。
Under the above-mentioned light source selection (FIG. 1) or light source position movement control (FIG. 2), a camera (5) oriented horizontally with respect to the strip coil (10) captures a crop projection image. To do. In actual operation, cradle roll (1)
Since the strip coil coil (11) placed on (1) hardly faces the front of the camera (5) (the position of the crop is random), the cradle roll (1) is provided for each strip coil. Is rotated and imaged at an appropriate cycle, for example, a coil diameter × 1.3 turns at a 1-second pitch. In this way, it is possible to efficiently perform crop imaging and shape detection for a large number of strip plate coils having different crop orientations, and also to obtain multiple images even in the case of a long crop where the projected image does not fit within one visual field. The total shape can be efficiently determined by adding

【0018】なお、本発明の検出対象とするクロップ
(11)は、圧延で生じる不整形状を呈する先端部を指
称しており、通常フィッシュテール、タング、片伸び等
と称されているが、名称の如何を問わない。
The crop (11) to be detected according to the present invention refers to a tip portion having an irregular shape generated by rolling, and is usually called a fish tail, a tongue, a one-sided extension, etc. It doesn't matter.

【0019】[0019]

【発明の効果】本発明によれば、画像処理方式による帯
板コイルのクロップ検出精度を高め、検出作業を効率よ
く遂行することができる。検出精度の向上により作業者
の目視監視とそのための要員配置を不要とすることも可
能となる。また、クロップ形状の判定精度が高められる
ことにより、クロップの最適切断位置の設定が容易化さ
れ、クロップ切断の過不足とそれによる不具合、例えば
クロップ切捨て量の不足に起因する次工程操業上のトラ
ブルが緩和解消されると共に、必要以上のクロップ切捨
てが回避されることによる製品歩留りの改善効果がもた
らされる。
According to the present invention, the accuracy of crop detection of the strip coil by the image processing method can be improved and the detection work can be efficiently performed. By improving the detection accuracy, it is possible to eliminate the need for visual monitoring of workers and the staffing for that purpose. Also, by increasing the accuracy of crop shape determination, it is easy to set the optimum cutting position of the crop, and the excess and deficiency of crop cutting and the problems due to it, for example, the trouble in the next process operation due to the insufficient crop discard amount. Are alleviated, and the yield of products is improved by avoiding unnecessary cropping.

【図面の簡単な説明】[Brief description of drawings]

【図1】本発明の検出装置の実施例を示す正面図であ
る。
FIG. 1 is a front view showing an embodiment of a detection device of the present invention.

【図2】本発明の検出装置の他の実施例を示す正面図で
ある。
FIG. 2 is a front view showing another embodiment of the detection device of the present invention.

【図3】本発明装置における光源位置の説明図である。FIG. 3 is an explanatory diagram of a light source position in the device of the present invention.

【図4】本発明の検出装置におけるフィッシュテールの
照射/投影状態を示す説明図(2図は1図の側面図)で
ある。
FIG. 4 is an explanatory diagram (FIG. 2 is a side view of FIG. 1) showing an irradiation / projection state of a fish tail in the detection apparatus of the present invention.

【図5】従来の検出装置を示す正面図である。FIG. 5 is a front view showing a conventional detection device.

【図6】図5の検出装置におけるフィッシュテールの照
射/投影状態を示す説明図である。
FIG. 6 is an explanatory diagram showing an irradiation / projection state of a fish tail in the detection device of FIG.

【符号の説明】[Explanation of symbols]

1:クレードルロール 2,2,2,2:光源 3:光源固定台 4:光源移動装置 4:光源搭載台車 4:軌条 5:カメラ 10:帯板コイル 11:クロップ 12:コイル周面 S:陰影1: Cradle roll 2, 2 1 , 2 2 , 2 3 : Light source 3: Light source fixing base 4: Light source moving device 4 1 : Light source mounting carriage 4 2 : Rail 5: Camera 10: Strip coil 11: Crop 12: Coil Perimeter S: Shadow

Claims (2)

【特許請求の範囲】[Claims] 【請求項1】クレードルロール上の帯板コイルのクロッ
プに向けて光線を照射してコイル周面にクロップを投影
し、カメラで撮像されるクロップとその陰影との輝度差
に基づいてクロップ形状を検出する装置において、帯板
コイルの下側からクロップ部に向ってコイルの接線方向
に照射する光源を、帯板コイルの巻き径の大きさに対応
する複数個所に配置してなる帯板コイルのクロップ形状
検出装置。
1. A light beam is directed toward a crop of a strip coil on a cradle roll to project the crop on a coil peripheral surface, and a crop shape is determined based on a brightness difference between the crop captured by a camera and its shadow. In the detecting device, a light source for irradiating the coil from the lower side toward the crop portion in the tangential direction of the coil is arranged at a plurality of positions corresponding to the winding diameter of the coil. Crop shape detector.
【請求項2】クレードルロール上の帯板コイルのクロッ
プに向けて光線を照射してコイル周面にクロップを投影
し、カメラで撮像されるクロップとその陰影との輝度差
に基づいてクロップ形状を検出する装置において、帯板
コイルの下側からクロップに向ってコイルの接線方向に
照射する光源を、帯板コイルの軸心と直交する向きに水
平設置された光源移動装置に載設し、帯板コイルの巻き
径の大きさに対応する位置に移動可能に配置してなる帯
板コイルのクロップ形状検出装置。
2. A light beam is directed toward the crop of the strip coil on the cradle roll to project the crop on the coil peripheral surface, and the crop shape is determined based on the brightness difference between the crop captured by the camera and its shadow. In the device for detecting, a light source for irradiating the coil from the lower side of the strip coil toward the crop in the tangential direction of the coil is mounted on a light source moving device horizontally installed in a direction orthogonal to the axis of the strip coil, A crop shape detecting device for a strip coil, which is movably arranged at a position corresponding to a winding diameter of the plate coil.
JP2001202048A 2001-07-03 2001-07-03 Crop shape detector for strip coil Withdrawn JP2003014429A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP2001202048A JP2003014429A (en) 2001-07-03 2001-07-03 Crop shape detector for strip coil

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP2001202048A JP2003014429A (en) 2001-07-03 2001-07-03 Crop shape detector for strip coil

Publications (1)

Publication Number Publication Date
JP2003014429A true JP2003014429A (en) 2003-01-15

Family

ID=19038919

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2001202048A Withdrawn JP2003014429A (en) 2001-07-03 2001-07-03 Crop shape detector for strip coil

Country Status (1)

Country Link
JP (1) JP2003014429A (en)

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102319738A (en) * 2011-07-01 2012-01-18 云南钛业股份有限公司 Method for slitting titanium and titanium alloy strip coil
CN102881913A (en) * 2012-09-10 2013-01-16 中航锂电(洛阳)有限公司 Current collector sample and forming tool, forming equipment and forming method for current collector sample
US10408612B1 (en) 2018-06-27 2019-09-10 Toyota Motor Engineering & Manufacturing North America, Inc. Apparatus for non-contact optical evaluation of camshaft lobe surface roughness

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102319738A (en) * 2011-07-01 2012-01-18 云南钛业股份有限公司 Method for slitting titanium and titanium alloy strip coil
CN102881913A (en) * 2012-09-10 2013-01-16 中航锂电(洛阳)有限公司 Current collector sample and forming tool, forming equipment and forming method for current collector sample
US10408612B1 (en) 2018-06-27 2019-09-10 Toyota Motor Engineering & Manufacturing North America, Inc. Apparatus for non-contact optical evaluation of camshaft lobe surface roughness

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