JP2012103017A - Dross defect inspection device and dross defect inspection method of molten metal plating steel plate - Google Patents

Dross defect inspection device and dross defect inspection method of molten metal plating steel plate Download PDF

Info

Publication number
JP2012103017A
JP2012103017A JP2010249195A JP2010249195A JP2012103017A JP 2012103017 A JP2012103017 A JP 2012103017A JP 2010249195 A JP2010249195 A JP 2010249195A JP 2010249195 A JP2010249195 A JP 2010249195A JP 2012103017 A JP2012103017 A JP 2012103017A
Authority
JP
Japan
Prior art keywords
defect
dross
steel sheet
defects
steel plate
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.)
Granted
Application number
JP2010249195A
Other languages
Japanese (ja)
Other versions
JP5594071B2 (en
Inventor
Makoto Okuno
眞 奥野
英紀 ▲高▼田
Hideki Takada
Hiromi Kunimori
博巳 国守
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.)
JFE Steel Corp
Original Assignee
JFE Steel Corp
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 JFE Steel Corp filed Critical JFE Steel Corp
Priority to JP2010249195A priority Critical patent/JP5594071B2/en
Publication of JP2012103017A publication Critical patent/JP2012103017A/en
Application granted granted Critical
Publication of JP5594071B2 publication Critical patent/JP5594071B2/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Landscapes

  • Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)
  • Coating With Molten Metal (AREA)

Abstract

PROBLEM TO BE SOLVED: To provide an inspection device which can stably inspect a dross defect of a molten metal plating steel plate by being separated from formation noise and a slight defect.SOLUTION: A dross defect inspection device has defect determination means (defect determination device 18) for classifying extracted defects into a dross defect and other defects, in which an incident angle of light to be emitted from illumination means (floodlight 12) to the surface of a steel plate 1 is set to an angle between 50° and 80° to the normal direction of the steel plate 1, imaging means (imaging unit 14) is arranged on the same side as that of the illumination means (12) to a normal of the steel plate 1, and a light receiving angle of light to be received by the imaging means (14) is set to an angle between 0° and 40° to the normal direction of the steel plate 1. It is preferable that the defect determination means (18) determines the extracted defects into the dross defect and other defects based on at least one of area of the defects, image luminance of the defects, and forms of the defects.

Description

本発明は、溶融金属メッキ鋼板のドロス欠陥検査装置およびドロス欠陥検査方法に関するものであり、例えば溶融亜鉛メッキ鋼板の表面に発生するドロス欠陥を光学的に検査する装置として好適に用いることができる溶融金属メッキ鋼板のドロス欠陥検査装置およびドロス欠陥検査方法に関するものである。   The present invention relates to a dross defect inspection apparatus and a dross defect inspection method for a molten metal plated steel sheet, for example, a melting that can be suitably used as an apparatus for optically inspecting a dross defect generated on the surface of a hot dip galvanized steel sheet. The present invention relates to a dross defect inspection apparatus and a dross defect inspection method for a metal-plated steel sheet.

鋼帯の溶融金属メッキ処理として最も一般的な処理の1つに、鋼帯の連続溶融亜鉛メッキ処理がある。   One of the most common processes for hot metal plating of steel strip is continuous hot dip galvanization of steel strip.

そして、その連続溶融亜鉛メッキ処理の際、溶融亜鉛メッキ鋼板の表面に発生する欠陥の一つがドロス欠陥である。ドロス欠陥は、溶融亜鉛メッキ鋼板の製造プロセスにおいて、亜鉛ポット内でボトムドロスが鋼板表面に付着して生成される凸状の欠陥であるが、亜鉛ポット下流でスキンパスミルの圧下を受けると鋼板内部に押し込められて潜在化してしまう。このため、溶融亜鉛メッキ製造プロセス出側においては、特に微小なドロス欠陥は目視で認識できない場合が多い。   One of the defects generated on the surface of the hot dip galvanized steel sheet during the continuous hot dip galvanizing process is a dross defect. The dross defect is a convex defect that is generated when the bottom dross adheres to the surface of the steel sheet in the zinc pot in the manufacturing process of the hot dip galvanized steel sheet. It is pushed in and becomes latent. For this reason, on the outgoing side of the hot dip galvanizing process, in particular, minute dross defects are often not visually recognized.

一方、溶融亜鉛メッキ鋼板はプレス成型により自動車のドア材やパネル材などに加工される。亜鉛を主成分とするドロス欠陥は母板である鋼板よりも硬いため、プレス加工によって欠陥発生面と反対の面に凸状の欠陥となって顕在化し、鋼板表面の美観を損ねる。このため、種々の表面欠陥の中でもドロス欠陥は最も有害性の高い欠陥の一つとされている。   On the other hand, hot-dip galvanized steel sheets are processed into door materials and panel materials for automobiles by press molding. Since the dross defect containing zinc as the main component is harder than the steel plate which is the base plate, it becomes a convex defect on the surface opposite to the surface where the defect is generated by press working, and the appearance of the steel plate surface is impaired. For this reason, the dross defect is regarded as one of the most harmful defects among various surface defects.

溶融亜鉛メッキ鋼板におけるドロス欠陥のような表面疵の検査装置として、特許文献1には、鋼板の長手方向端を拘束する複数のチャッキング装置と、鋼板の長手方向へ移動自在の一対のスラストテンション台車と、昇降可能な鋼板載置部と、鋼板の板幅方向端を拘束するチャッキング装置と、鋼板の長手方向ならびに幅方向へ移動可能な複数のサイドテンション台車で構成される装置が開示されている。該装置は、鋼板に引張り歪を付与して鋼板の表面疵を検査する装置である。   As an inspection device for surface defects such as dross defects in hot-dip galvanized steel sheets, Patent Document 1 discloses a plurality of chucking devices that restrain the longitudinal ends of the steel sheets and a pair of thrust tensions that are movable in the longitudinal direction of the steel sheets. Disclosed is an apparatus composed of a carriage, a steel plate placing section that can be moved up and down, a chucking device that restrains a sheet width direction end of the steel sheet, and a plurality of side tension carriages that can move in the longitudinal direction and width direction of the steel sheet. ing. This apparatus is an apparatus for inspecting a surface flaw of a steel sheet by applying tensile strain to the steel sheet.

また、特許文献2には、亜鉛メッキ鋼板表面に可視光を照射し、その正反射方向近傍から1mm×1mm以下の高分解能CCDカメラで鋼板表面を撮影し、得られた画像を所定のしきい値で切り出して表面欠陥を検出する光学式表面検査装置が示されている。表面欠陥の検出の際、上記しきい値は、亜鉛メッキ鋼板特有の高輝度微小点を除いた濃度に設定し、かつこのしきい値をメッキ前の粗度情報によって切り換えるのが好適とされている。   Patent Document 2 discloses that the surface of a galvanized steel sheet is irradiated with visible light, the surface of the steel sheet is photographed with a high-resolution CCD camera having a size of 1 mm × 1 mm or less from the vicinity of the regular reflection direction, and the obtained image is displayed with a predetermined threshold. An optical surface inspection apparatus that cuts out values and detects surface defects is shown. When detecting surface defects, it is preferable to set the threshold value to a concentration excluding the high-intensity minute spots peculiar to galvanized steel sheets, and to switch the threshold value according to roughness information before plating. Yes.

また、特許文献3には、鋼板表面に照明光を照射し、その後方拡散反射方向から0.2mm以下の高分解能CCDカメラで鋼板表面を撮影し、得られた画像を所定のしきい値で切り出して表面欠陥を検出する光学式表面検査装置が示されている。表面欠陥の検出に際しては、カメラを被検査面の法線に対して光源と同じ側に配置し、かつ、照明光の被検査面への入射角度α(被検査面の法線とのなす角)は60°〜80°の間の角度とし、カメラの受光角度(被検査面の法線とのなす角)は20°〜αの間の角度に設定するのがよいとされている。   In Patent Document 3, the surface of the steel plate is irradiated with illumination light, and the surface of the steel plate is photographed with a high resolution CCD camera of 0.2 mm or less from the backward diffuse reflection direction. An optical surface inspection apparatus that cuts out and detects surface defects is shown. When detecting surface defects, the camera is arranged on the same side as the light source with respect to the normal of the surface to be inspected, and the incident angle α of the illumination light to the surface to be inspected (the angle formed with the normal of the surface to be inspected) ) Is an angle between 60 ° and 80 °, and the light receiving angle of the camera (the angle formed with the normal of the surface to be inspected) is preferably set to an angle between 20 ° and α.

特開平5−223728号公報JP-A-5-223728 特開平9−113465号公報JP-A-9-113465 特開2008−275424号公報JP 2008-275424 A

他方、溶融亜鉛メッキ鋼板の表面品質に対する要求レベルは近年厳格化の一途をたどってきており、ドロス欠陥については、例えば寸法0.2〜0.5mm程度の微小なものでも問題となってきている。したがって、ドロス欠陥についてはこのような微小なものも含めて鋼板表面全体に亘って検査し、鋼板の表面品質保証を行うことが極めて重要である。   On the other hand, the required level for the surface quality of the hot dip galvanized steel sheet has been getting stricter in recent years, and the dross defect has become a problem even with a minute one having a dimension of about 0.2 to 0.5 mm, for example. . Therefore, it is extremely important to inspect the entire surface of the steel sheet for dross defects including such minute ones to assure the surface quality of the steel sheet.

しかしながら、前記した従来検査装置には以下のような問題があった。   However, the conventional inspection apparatus described above has the following problems.

特許文献1の検査装置では、鋼板を所定の大きさ(長さ0.6〜2.5m、幅0.6〜1.9m程度)に切り出してオフラインで検査する必要があるため、全長数千mに及ぶ亜鉛メッキ鋼板を全長に亘って検査することは困難である。   In the inspection apparatus of Patent Document 1, it is necessary to cut a steel plate into a predetermined size (length: 0.6 to 2.5 m, width: about 0.6 to 1.9 m) and inspect it offline. It is difficult to inspect a galvanized steel sheet covering m over the entire length.

特許文献2の検査装置では、微小欠陥と高輝度微小点との弁別を該当画素の集積数の大小により決定するが、φ0.2〜0.5mm程度の微小なドロス欠陥は地合ノイズ(欠陥ではない高輝度微小点)と寸法が類似しているため、欠陥を地合ノイズと分離して検出することは困難である。   In the inspection apparatus of Patent Document 2, discrimination between a minute defect and a high-luminance minute point is determined based on the number of integrated pixels, but a minute dross defect with a diameter of about 0.2 to 0.5 mm is ground noise (defect It is difficult to detect the defect separately from the formation noise because the size is similar to that of the high-intensity minute dots that are not.

特許文献3の検査装置では、後方拡散反射方向から撮像を行うため、前記した地合ノイズの抑制が可能になるが、ドロス欠陥をドロス欠陥以外の軽度の微小欠陥と分離することが困難である。   In the inspection apparatus of Patent Document 3, since the imaging is performed from the backward diffuse reflection direction, it is possible to suppress the above-described formation noise, but it is difficult to separate the dross defect from the minor minute defect other than the dross defect. .

本発明は、かかる問題点に鑑みてなされたものであって、溶融金属メッキ鋼板のドロス欠陥を地合ノイズや軽度の欠陥と分離して、安定して検査することができる検査装置を提供することを目的とする。   The present invention has been made in view of such problems, and provides an inspection apparatus capable of stably inspecting dross defects of a molten metal plated steel sheet from ground noise and minor defects. For the purpose.

前記課題を解決する本発明に係る溶融金属メッキ鋼板のドロス欠陥検査装置の第一の態様は、鋼板表面を照明する照明手段と、鋼板上の照明部分を撮像する撮像手段と、該撮像手段から得られた画像信号をしきい値処理して鋼板の表面欠陥を抽出する画像処理手段と、を有する溶融金属メッキ鋼板のドロス欠陥検査装置であって、抽出された欠陥をドロス欠陥とその他の欠陥に分類する欠陥判定手段を有しており、前記照明手段から発せられる光の前記鋼板表面に対する入射角が、前記鋼板の法線方向に対して50°から80°の間の角度に設定されているとともに、前記撮像手段を前記鋼板の法線に対して前記照明手段と同じ側に配置し、かつ、前記撮像手段が受光する光の受光角が、前記鋼板の法線方向に対して0°から40°の間の角度に設定されたものである。   A first aspect of a dross defect inspection apparatus for a molten metal plated steel sheet according to the present invention that solves the above problems includes an illumination means for illuminating the surface of the steel sheet, an imaging means for imaging an illumination portion on the steel sheet, and the imaging means. An image processing means for extracting a surface defect of a steel sheet by thresholding the obtained image signal, and a dross defect inspection apparatus for a molten metal plated steel sheet, wherein the extracted defect is a dross defect and other defects And the incident angle of the light emitted from the illumination unit with respect to the steel sheet surface is set to an angle between 50 ° and 80 ° with respect to the normal direction of the steel plate. And the imaging means is disposed on the same side as the illumination means with respect to the normal line of the steel plate, and the light receiving angle of light received by the imaging means is 0 ° with respect to the normal direction of the steel plate Between 40 ° and 40 ° It is those that have been set.

この第一の態様において、前記欠陥判定手段は、抽出された欠陥を、該欠陥の面積、該欠陥の画像輝度、および該欠陥の形態のうちの少なくとも1つに基づいて、ドロス欠陥とその他の欠陥に判定することが好ましい。   In this first aspect, the defect determination means determines the extracted defect based on at least one of the area of the defect, the image brightness of the defect, and the form of the defect, It is preferable to determine a defect.

前記課題を解決する本発明に係る溶融金属メッキ鋼板のドロス欠陥検査装置の第二の態様は、鋼板表面を照明する照明手段と、鋼板上の照明部分を撮像する撮像手段と、該撮像手段から得られた画像信号をしきい値処理して鋼板の表面欠陥を抽出する画像処理手段と、を有する溶融金属メッキ鋼板のドロス欠陥検査装置であって、抽出された欠陥をドロス欠陥とその他の欠陥に分類する欠陥判定手段を有しており、該欠陥判定手段は、抽出された欠陥を、該欠陥の面積、該欠陥の画像輝度、および該欠陥の形態のうちの少なくとも1つに基づいて、ドロス欠陥とその他の欠陥に判定するものである。   A second aspect of the dross defect inspection apparatus for a molten metal plated steel sheet according to the present invention that solves the above-described problems is an illumination means for illuminating the surface of the steel sheet, an imaging means for imaging an illumination part on the steel sheet, and the imaging means. An image processing means for extracting a surface defect of a steel sheet by thresholding the obtained image signal, and a dross defect inspection apparatus for a molten metal plated steel sheet, wherein the extracted defect is a dross defect and other defects The defect determination means classifies the extracted defect based on at least one of the area of the defect, the image brightness of the defect, and the form of the defect. It is judged as a dross defect and other defects.

これら第一および第二の態様において、前記撮像手段の空間分解能を0.2mm以下とすることが好ましい。   In these first and second aspects, it is preferable that the spatial resolution of the imaging means is 0.2 mm or less.

また、溶融金属メッキラインにおいて、スキンパスミルの上流位置に設置されていることが好ましい。   Moreover, it is preferable to install in the upstream position of a skin pass mill in a molten metal plating line.

前記課題を解決する本発明に係る溶融金属メッキ鋼板のドロス欠陥検査方法は、鋼板表面を照明して、鋼板上の照明部分を撮像し、得られた画像信号をしきい値処理して鋼板の表面欠陥を抽出する溶融金属メッキ鋼板のドロス欠陥検査方法であって、抽出された欠陥を、該欠陥の面積、該欠陥の画像輝度、および該欠陥の形態のうちの少なくとも1つに基づいて、ドロス欠陥とその他の欠陥に判定するものである。   A method for inspecting a dross defect of a molten metal plated steel sheet according to the present invention that solves the above-mentioned problem illuminates the surface of the steel sheet, images an illuminated part on the steel sheet, thresholds the obtained image signal, and A method for inspecting a dross defect of a molten metal plated steel sheet for extracting a surface defect, wherein the extracted defect is based on at least one of the area of the defect, the image brightness of the defect, and the form of the defect. It is judged as a dross defect and other defects.

本発明に係る溶融金属メッキ鋼板のドロス欠陥検査装置の第一の態様は、抽出された欠陥をドロス欠陥とその他の欠陥に分類する欠陥判定手段を有しており、前記照明手段から発せられる光の前記鋼板表面に対する入射角が、前記鋼板の法線方向に対して50°から80°の間の角度に設定されているとともに、前記撮像手段を前記鋼板の法線に対して前記照明手段と同じ側に配置し、かつ、前記撮像手段が受光する光の受光角が、前記鋼板の法線方向に対して0°から40°の間の角度に設定されているので、地合ノイズを抑制でき、かつ、凸状の形状を有するドロス欠陥を高感度で検出することが可能になる。   The first aspect of the dross defect inspection apparatus for molten metal plated steel sheet according to the present invention has a defect determination means for classifying the extracted defect into a dross defect and other defects, and the light emitted from the illumination means The incident angle with respect to the surface of the steel sheet is set to an angle between 50 ° and 80 ° with respect to the normal direction of the steel sheet, and the imaging means is the illumination means with respect to the normal line of the steel plate. Since the light receiving angle of the light received by the imaging means is set to an angle between 0 ° and 40 ° with respect to the normal direction of the steel plate, it is suppressed on formation noise. And a dross defect having a convex shape can be detected with high sensitivity.

本発明に係る溶融金属メッキ鋼板のドロス欠陥検査装置の第二の態様は、抽出された欠陥をドロス欠陥とその他の欠陥に分類する欠陥判定手段を有しており、該欠陥判定手段は、抽出された欠陥を、該欠陥の面積、該欠陥の画像輝度、および該欠陥の形態のうちの少なくとも1つに基づいて、ドロス欠陥とその他の欠陥に判定するので、ドロス欠陥を軽度の微小欠陥と分離して検査することが可能になる。   The second aspect of the dross defect inspection apparatus for molten metal plated steel sheet according to the present invention has a defect determination means for classifying the extracted defect into a dross defect and other defects, and the defect determination means is an extraction The detected defect is determined as a dross defect and other defects based on at least one of the defect area, the image brightness of the defect, and the form of the defect. It becomes possible to inspect separately.

また、前記撮像手段の空間分解能を0.2mm以下とした場合には、微小なドロス欠陥を検出することが可能になる。   Further, when the spatial resolution of the imaging means is 0.2 mm or less, it becomes possible to detect a minute dross defect.

また、本装置を溶融金属メッキラインのスキンパスミルの上流側に設置するようにした場合には、スキンパスミルで潜在化する前のドロス欠陥を検査することができるので、高いSN比でドロス欠陥を検出することが可能になる。   In addition, when this device is installed on the upstream side of the skin pass mill of the molten metal plating line, it is possible to inspect the dross defect before latentizing with the skin pass mill. It becomes possible to detect.

本発明による溶融金属メッキ鋼板のドロス欠陥検査装置の一実施形態を示す装置構成図The apparatus block diagram which shows one Embodiment of the dross defect inspection apparatus of the molten metal plating steel plate by this invention. 投光器の入射角および撮像器の受光角の定義の説明図Illustration of the definition of the incident angle of the projector and the receiving angle of the imager 投光器の入射角と撮像器の受光角によるドロス欠陥検出感度(欠陥の画像輝度)の変化を示す特性図Characteristic diagram showing changes in dross defect detection sensitivity (defect image brightness) depending on the incident angle of the projector and the acceptance angle of the imager 欠陥の画像輝度と欠陥面積をパラメータとして有害ドロス欠陥と無害欠陥のデータをプロットした散布図Scatter plot plotting data of harmful dross and harmless defects using defect image brightness and defect area as parameters 欠陥判定装置による欠陥判定ロジックの一例を示す図表Chart showing an example of defect determination logic by the defect determination device

以下、図面を参照して、本発明の実施の形態を説明する。   Embodiments of the present invention will be described below with reference to the drawings.

図1は、本発明による溶融金属メッキ鋼板のドロス欠陥検査装置の一実施形態を示す装置構成図である。   FIG. 1 is an apparatus configuration diagram showing an embodiment of a dross defect inspection apparatus for a molten metal plated steel sheet according to the present invention.

このドロス欠陥検査装置10は、図1に示すように、投光器12、撮像器14、画像処理装置16、欠陥判定装置18によって構成される。   As shown in FIG. 1, the dross defect inspection apparatus 10 includes a projector 12, an imager 14, an image processing device 16, and a defect determination device 18.

投光器12は、溶融金属メッキ鋼板1(以下、単に鋼板1と記すことがある)の表面に光を投射するものである。照明の種類は特に限定されず、例えば、従来の表面欠陥検査で使われているハロゲン照明、メタルハライド照明、蛍光灯、LED照明、キセノンストロボ照明などを用いることができる。   The projector 12 projects light onto the surface of a molten metal-plated steel plate 1 (hereinafter sometimes simply referred to as the steel plate 1). The type of illumination is not particularly limited, and for example, halogen illumination, metal halide illumination, fluorescent lamp, LED illumination, xenon strobe illumination, etc. used in conventional surface defect inspection can be used.

撮像器14は、鋼板1の表面から反射された光を撮像するものであり、例えばCCDエリアセンサカメラやCCDラインセンサカメラなどを用いることができる。撮像器の空間分解能は、φ0.5mm以下の微小なドロス欠陥を検出するため、0.2mm以下にするのが適当である。   The imaging device 14 images light reflected from the surface of the steel plate 1, and for example, a CCD area sensor camera or a CCD line sensor camera can be used. The spatial resolution of the imager is suitably 0.2 mm or less in order to detect minute dross defects of φ0.5 mm or less.

画像処理装置16は、撮像器14から伝送された画像信号をしきい値処理して表面欠陥を抽出するものであり、従来の表面欠陥検査装置の画像処理装置と同様のものを使用することができる。   The image processing device 16 performs threshold processing on the image signal transmitted from the imager 14 to extract surface defects, and the same image processing device as a conventional surface defect inspection device may be used. it can.

欠陥判定装置18は、画像処理装置16で抽出された欠陥をドロス欠陥とその他と欠陥に分類するものである。欠陥判定装置18は、判定ロジックをあらかじめ記憶したコンピュータで構成することもできる。   The defect determination device 18 classifies the defects extracted by the image processing device 16 into dross defects, others, and defects. The defect determination device 18 can also be configured by a computer that stores the determination logic in advance.

次に、投光器12と撮像器14の配置について説明する。図1に示すように、本実施形態では、撮像器14を鋼板1の法線に対して投光器と同じ側に配置し、かつ、投光器12の入射角αを鋼板1の法線方向に対して50°〜80°の間の角度に設定し、かつ、撮像器14の受光角βを鋼板1の法線方向に対して0°から40°の間の角度に設定する。   Next, the arrangement of the projector 12 and the imager 14 will be described. As shown in FIG. 1, in this embodiment, the imager 14 is arranged on the same side as the projector with respect to the normal line of the steel plate 1, and the incident angle α of the projector 12 is set with respect to the normal direction of the steel plate 1. The angle between 50 ° and 80 ° is set, and the light receiving angle β of the imager 14 is set at an angle between 0 ° and 40 ° with respect to the normal direction of the steel plate 1.

この角度の設定根拠について、図2および図3を参照して以下説明する。   The basis for setting this angle will be described below with reference to FIGS.

本発明者らは、ドロス欠陥のような微小な凸状欠陥を高SN比で検出する光学配置、すなわち投光器の入射角αと撮像器の受光角β(図2参照。図2では、受光角βの正負の向きが図1とは逆になっていることに注意)について鋭意検討を行った。   The inventors of the present invention have an optical arrangement for detecting a minute convex defect such as a dross defect with a high S / N ratio, that is, an incident angle α of a projector and a light receiving angle β of an imager (see FIG. 2. A careful study was conducted with respect to (note that the positive and negative directions of β are opposite to those in FIG. 1).

この結果、照明の入射角αが小さいと、ドロス欠陥のような凸状欠陥の検出感度が低下することが判明した。   As a result, it was found that when the incident angle α of the illumination is small, the detection sensitivity of the convex defect such as the Dross defect is lowered.

また、スキンパスミルで圧下される前の鋼板上におけるドロス欠陥について次のような知見を得た。   Moreover, the following knowledge was acquired about the dross defect on the steel plate before rolling down with a skin pass mill.

1)ドロス欠陥は、正反射方向で観測すると、地合部分より高輝度の輝点として検出される。ここで、正反射方向とは、投光器12から発せられた、鋼板1の法線方向に対する角度がαである光が、鋼板1の法線に対して反対側に角度αで反射する方向のことである(図2において、β=αとなる配置)。   1) When the dross defect is observed in the regular reflection direction, it is detected as a bright spot having a higher luminance than the formation portion. Here, the regular reflection direction is a direction in which light emitted from the projector 12 and having an angle α with respect to the normal direction of the steel plate 1 is reflected at an angle α on the opposite side with respect to the normal line of the steel plate 1. (In FIG. 2, an arrangement where β = α).

2)正反射方向から鋼板1の法線方向に約30°隔てた角度から観測すると、ドロス欠陥と地合部分との強度差がなくなり、ドロス欠陥は検出困難となる(図2において、|β−α|≒30°となる配置)。   2) When observed from an angle of about 30 ° from the regular reflection direction to the normal direction of the steel plate 1, there is no difference in strength between the dross defect and the formation portion, and the dross defect is difficult to detect (in FIG. 2, | β −α | ≈30 °).

3)正反射方向から鋼板1の法線方向に30°以上隔てた角度から観測すると、地合部分より低輝度の暗点として検出される(図2において、|β−α|>30°となる配置)。   3) When observed from an angle separated from the regular reflection direction by 30 ° or more in the normal direction of the steel plate 1, it is detected as a dark spot having a lower luminance than the formation portion (in FIG. 2, | β−α |> 30 ° Arrangement).

さらに、スキンパス圧下前の溶融金属(ここでは亜鉛)メッキ鋼板1の表面から観測される地合ノイズは高輝度の輝点として検出されること、また、撮像器14を鋼板1の法線に対して投光器12と反対側に配置する(図2でβ>0に相当)と、地合ノイズ信号の強度が高くなりSN比が低下すること、を知見した。   Furthermore, the formation noise observed from the surface of the molten metal (here, zinc) plated steel plate 1 before the skin pass pressure is detected as a bright spot with high brightness, and the imager 14 is connected to the normal of the steel plate 1. It has been found that if it is arranged on the side opposite to the projector 12 (corresponding to β> 0 in FIG. 2), the strength of the ground noise signal increases and the SN ratio decreases.

本実施形態は以上の知見に基づいて、溶融亜鉛メッキ鋼板に発生するドロス欠陥を高SN比で検査する装置を考案したものである。   The present embodiment devises an apparatus for inspecting dross defects generated in a hot dip galvanized steel sheet with a high SN ratio based on the above knowledge.

以上の知見から、本発明者は、投光器12を大きな入射角度で配置し、かつ、撮像器14を鋼板の法線に対して、照明(投光器)と同じ側に配置する装置構成がドロス欠陥検査に適したものとなるとの判断に至った。   Based on the above knowledge, the present inventor has found that the apparatus configuration in which the projector 12 is arranged at a large incident angle and the imager 14 is arranged on the same side as the illumination (projector) with respect to the normal line of the steel sheet is a dross defect inspection. It came to the judgment that it would be suitable for.

このように構成すると、ドロス欠陥は地合部分よりも低輝度となるのに対し、地合ノイズは高輝度の輝点となるので、ドロス欠陥信号と地合ノイズ信号の極性が異なり、両者を分離するのが容易になる。   With this configuration, the dross defect has a lower brightness than the formation part, whereas the formation noise becomes a bright spot with high brightness, so the polarity of the dross defect signal and the formation noise signal is different, Easy to separate.

図3は、ドロス欠陥の検出感度を前記αおよびβを変化させて調査した結果の一例を示すグラフであり、横軸が撮像器の受光角β、縦軸が欠陥の画像輝度(欠陥部の画像輝度ピーク値)である。図3から、αは50°〜80°の間の角度、βは0°〜40°の間の角度が適していることがわかる。   FIG. 3 is a graph showing an example of the result of examining the detection sensitivity of dross defects while changing α and β. The horizontal axis represents the light receiving angle β of the imager, and the vertical axis represents the image brightness of the defect (of the defect portion). Image luminance peak value). 3 that α is an angle between 50 ° and 80 °, and β is an angle between 0 ° and 40 °.

図3より、投光器12から鋼板1の表面に発せられる光の入射角αを大きくするほど欠陥検出感度が向上することがわかるが、αを大きくしすぎると、本検査装置10により走行中の鋼板1を検査する場合に、鋼板のバタツキや板厚変化の影響を受けやすいというデメリットが生ずる。したがって、αは必要以上に大きな角度にするべきではないと判断でき、図3において、α>80°の領域について記載していないのは、この事情によるものである。   FIG. 3 shows that the defect detection sensitivity improves as the incident angle α of the light emitted from the projector 12 to the surface of the steel plate 1 is increased. However, if α is increased too much, the steel plate being run by the inspection apparatus 10 is increased. In the case of inspecting 1, there is a demerit that the steel plate is easily affected by the flickering of the steel plate and the change in the plate thickness. Therefore, it can be determined that α should not be larger than necessary, and the reason why α> 80 ° is not described in FIG. 3 is due to this situation.

次に、欠陥判定装置18の機能について説明する。   Next, the function of the defect determination device 18 will be described.

画像処理装置で抽出された表面欠陥には、有害性の高いドロス欠陥以外に、有害性の低い軽微な点状欠陥や線状欠陥が含まれる。したがって、本発明者は、ドロス欠陥を他の表面欠陥と分離する機能を欠陥判定装置18に備えさせることが重要であると認識し、ドロス欠陥とその他の欠陥に分類するための方策を探るべく鋭意検討を行った結果、ドロス欠陥には以下に記すような特性があることが判明した。   The surface defects extracted by the image processing apparatus include minor point defects and line defects with low toxicity, in addition to dross defects with high toxicity. Therefore, the present inventor recognizes that it is important to provide the defect determination device 18 with a function of separating dross defects from other surface defects, and seeks a method for classifying them into dross defects and other defects. As a result of intensive studies, it was found that dross defects have the following characteristics.

a)有害となるドロス欠陥はその面積がS1〜S2の範囲内に限定される。ここで、S1、S2は所定の欠陥面積である。面積S1は、これより小さい極小の欠陥は無害とみなせることを意味する。また、ドロス欠陥はその発生メカニズムから極端に大きなものにはなりえず、所定面積S2以上の欠陥はヘゲや汚れなどドロス欠陥以外の欠陥であると判定することができる。S1およびS2の具体的な値は、本発明を適用する溶融亜鉛メッキラインやドロス欠陥検査の厳格度に依存するが、例えば一例としてS1=0.05mm2、S2=2.0mm2が適当である。 a) The area of the harmful dross defect is limited to the range of S1 to S2. Here, S1 and S2 are predetermined defect areas. Area S1 means that smaller defects than this can be considered harmless. Further, the dross defect cannot be extremely large due to its generation mechanism, and a defect having a predetermined area S2 or more can be determined as a defect other than the dross defect such as baldness and dirt. The specific values of S1 and S2 depend on the galvanizing line to which the present invention is applied and the strictness of dross defect inspection. For example, S1 = 0.05 mm 2 and S2 = 2.0 mm 2 are appropriate. is there.

b)有害なドロス欠陥はその画像輝度が所定値よりも低い。ドロス欠陥は前述の光学配置(図1において、α=50°〜80°、β=0°〜40°)で検査すると暗欠陥、すなわち地合部分より低輝度の欠陥として検出される。ドロス欠陥のプレス加工時の有害度を調査した結果、図4(欠陥の画像輝度と欠陥面積をパラメータとして有害ドロス欠陥と無害欠陥のデータをプロットした散布図)に示すように、画像輝度と欠陥の有害性には相関があり、ドロス欠陥の画像輝度は所定の画像輝度以下になることが判明した。すなわち、この所定の画像輝度以上の欠陥は、ドロス欠陥以外の欠陥であると判定することができる。なお、図4における欠陥の画像輝度は、欠陥部の輝度ピーク値、すなわち欠陥部を形成する画素の中で輝度最小値を表している。欠陥の画像輝度としては、輝度ピーク値以外に、例えば欠陥部の平均輝度値などを用いるようにしてもよい。   b) The harmful dross defect has an image brightness lower than a predetermined value. A dross defect is detected as a dark defect, that is, a defect having a lower luminance than the formation portion when inspected with the above-described optical arrangement (α = 50 ° to 80 °, β = 0 ° to 40 ° in FIG. 1). As a result of investigating the harmfulness of dross defects during press processing, as shown in Fig. 4 (scatter diagram plotting data of harmful dross defects and harmless defects using defect image luminance and defect area as parameters), image luminance and defects It has been found that there is a correlation between the harmfulness of the image and the image brightness of the dross defect is less than the predetermined image brightness. That is, it is possible to determine that the defect having the predetermined image luminance or higher is a defect other than the dross defect. Note that the image luminance of the defect in FIG. 4 represents the luminance peak value of the defective portion, that is, the minimum luminance value among the pixels forming the defective portion. As the image luminance of the defect, for example, an average luminance value of the defective portion may be used in addition to the luminance peak value.

c)ドロス欠陥の形態を調査したところ、ドロス欠陥は真円に近い形態を有しており、縦長の欠陥や横長の欠陥など真円度の低い欠陥は、カキ疵や汚れ、スケールなど他の欠陥であることが分かった。したがって、ドロス欠陥か否かを、欠陥の形態を表す画像特徴量、例えば、円形度(面積の等しい円の周長/実際の図形の周長)、真円度(円形形体を2つの同心の幾何学的円で挟んだとき、同心円の間隔が最小となる場合の、2円の半径の差)やアスペクト比(欠陥の縦横長さの比)を用いて判定することができる。欠陥の形態を表す画像特徴量としてアスペクト比を用いる場合、その値が1.0前後(例えば0.8〜1.2)のものをドロス欠陥、それ以外の欠陥を他の欠陥と判定して分離することができる。   c) When the form of the dross defect was investigated, the dross defect has a shape close to a perfect circle, and a defect having a low roundness such as a vertically long defect or a horizontally long defect has other characteristics such as oysters, dirt, and scales. It turns out to be a defect. Accordingly, whether or not the defect is a dross defect is determined based on an image feature amount indicating the form of the defect, for example, circularity (circumference of a circle having the same area / perimeter of an actual figure), roundness (a circular shape is divided into two concentric shapes). When sandwiched between geometric circles, it can be determined using the difference in radius of two circles when the interval between concentric circles is minimum) and the aspect ratio (ratio of the length and width of the defect). When an aspect ratio is used as an image feature amount representing a defect form, a value having a value around 1.0 (for example, 0.8 to 1.2) is determined as a dross defect, and other defects are determined as other defects. Can be separated.

上記a)〜c)の知見から、本実施形態に係るドロス欠陥検査装置10の欠陥判定装置18は、欠陥面積、欠陥の画像輝度、および欠陥の形態のうちの少なくとも1つに基づき、欠陥をドロス欠陥と判定するようにしており、欠陥判定装置18はドロス欠陥を他の軽度な欠陥と分離して判定することができる。   From the above findings a) to c), the defect determination device 18 of the dross defect inspection apparatus 10 according to the present embodiment determines the defect based on at least one of the defect area, the defect image luminance, and the defect form. The defect determination device 18 can determine the dross defect separately from other minor defects.

次に、本実施形態に係るドロス欠陥検査装置10の設置場所について説明する。前述したように、鋼板表面に付着した凸状のドロス欠陥は、亜鉛ポット下流のスキンパスミルで鋼板内部に押し込められて潜在化する。したがって、本ドロス欠陥検査装置10は、溶融亜鉛設備の下流で、かつ、スキンパスミルの上流の位置に設置することが好ましい。   Next, the installation location of the dross defect inspection apparatus 10 according to the present embodiment will be described. As described above, the convex dross defects adhering to the surface of the steel plate are pushed into the steel plate by the skin pass mill downstream of the zinc pot and become latent. Therefore, it is preferable that the dross defect inspection apparatus 10 be installed at a position downstream of the molten zinc facility and upstream of the skin pass mill.

本発明に係る溶融金属メッキ鋼板のドロス欠陥検査装置を、実施例に基づき具体的に説明する。本例では、溶融亜鉛メッキ製造ラインのスキンパスミルの上流位置に、図1に示すドロス欠陥検査装置を設置した。   The dross defect inspection apparatus of the molten metal plating steel plate which concerns on this invention is demonstrated concretely based on an Example. In this example, the dross defect inspection apparatus shown in FIG. 1 was installed upstream of the skin pass mill in the hot dip galvanizing production line.

投光器は、メタルハライドファイバー照明にライン状のライトガイドを用い、さらにシリンドリカルレンズで集光して鋼板上に入射角65°で照射した。撮像器は、空間分解能が0.1mm(板幅方向)×0.1mm(鋼板搬送方向)のCCDラインセンサカメラを用い、投光器と同じ側に受光角β=30°に設置した。画像処理装置は、カメラ(撮像器)の画像信号(画像輝度)が所定しきい値を下回る部分を切り出すようにした。これはドロス欠陥が暗欠陥として検出されるという知見に基づくものである。欠陥判定装置は、画像処理装置によって抽出された表面欠陥を、欠陥面積S、欠陥の画像輝度A、欠陥の円形度Cの3つの特徴量を用いて、図5に示す判定ロジックによって判定した。   The projector used a line-shaped light guide for metal halide fiber illumination, and was further condensed by a cylindrical lens and irradiated onto the steel sheet at an incident angle of 65 °. The image pickup device was a CCD line sensor camera having a spatial resolution of 0.1 mm (plate width direction) × 0.1 mm (steel plate conveyance direction), and was installed at the light receiving angle β = 30 ° on the same side as the projector. The image processing apparatus cuts out a portion where the image signal (image brightness) of the camera (imaging device) falls below a predetermined threshold value. This is based on the knowledge that dross defects are detected as dark defects. The defect determination apparatus determined the surface defect extracted by the image processing apparatus using the determination logic shown in FIG. 5 using the three feature amounts of the defect area S, the defect image luminance A, and the defect circularity C.

本発明に含まれる上記の構成の検査装置により、従来型の表面検査装置では約20%であったドロス欠陥の検出率が99%に向上した。また、ドロス欠陥以外の欠陥をドロス欠陥と誤認識する誤検率も、従来の40%から8%に低減した。   The inspection apparatus having the above configuration included in the present invention has improved the detection rate of dross defects to 99%, which was about 20% in the conventional surface inspection apparatus. In addition, the misdetection rate for erroneously recognizing defects other than dross defects as dross defects has been reduced from 40% to 8%.

以上の結果より、本発明によるドロス欠陥検査装置のドロス欠陥検査性能が、従来の表面欠陥検査装置に比べ、格段に優れていることが確認された。   From the above results, it was confirmed that the dross defect inspection performance of the dross defect inspection apparatus according to the present invention is remarkably superior to the conventional surface defect inspection apparatus.

1…溶融金属メッキ鋼板
10…ドロス欠陥検査装置
12…投光器
14…撮像器
16…画像処理装置
18…欠陥判定装置
α…入射角
β…受光角
DESCRIPTION OF SYMBOLS 1 ... Molten metal plating steel plate 10 ... Dross defect inspection apparatus 12 ... Light projector 14 ... Imaging device 16 ... Image processing apparatus 18 ... Defect determination apparatus alpha ... Incident angle beta ... Light reception angle

Claims (6)

鋼板表面を照明する照明手段と、鋼板上の照明部分を撮像する撮像手段と、該撮像手段から得られた画像信号をしきい値処理して鋼板の表面欠陥を抽出する画像処理手段と、を有する溶融金属メッキ鋼板のドロス欠陥検査装置であって、
抽出された欠陥をドロス欠陥とその他の欠陥に分類する欠陥判定手段を有しており、
前記照明手段から発せられる光の前記鋼板表面に対する入射角が、前記鋼板の法線方向に対して50°から80°の間の角度に設定されているとともに、
前記撮像手段を前記鋼板の法線に対して前記照明手段と同じ側に配置し、かつ、前記撮像手段が受光する光の受光角が、前記鋼板の法線方向に対して0°から40°の間の角度に設定されていることを特徴とする溶融金属メッキ鋼板のドロス欠陥検査装置。
Illuminating means for illuminating the surface of the steel sheet, imaging means for imaging the illuminated portion on the steel sheet, and image processing means for extracting a surface defect of the steel sheet by thresholding the image signal obtained from the imaging means, A dross defect inspection device for a molten metal-plated steel sheet,
It has a defect determination means that classifies the extracted defects into dross defects and other defects,
The incident angle of the light emitted from the illumination means with respect to the steel plate surface is set to an angle between 50 ° and 80 ° with respect to the normal direction of the steel plate,
The imaging means is disposed on the same side as the illumination means with respect to the normal line of the steel plate, and the light receiving angle of light received by the imaging means is 0 ° to 40 ° with respect to the normal direction of the steel plate. An apparatus for inspecting a dross defect of a molten metal-plated steel sheet, characterized in that the angle is set between the two.
前記欠陥判定手段は、抽出された欠陥を、該欠陥の面積、該欠陥の画像輝度、および該欠陥の形態のうちの少なくとも1つに基づいて、ドロス欠陥とその他の欠陥に判定することを特徴とする請求項1に記載の溶融金属メッキ鋼板のドロス欠陥検査装置。   The defect determination means determines the extracted defect as a dross defect and other defects based on at least one of the defect area, the image brightness of the defect, and the form of the defect. The dross defect inspection apparatus of the molten metal plating steel plate of Claim 1. 鋼板表面を照明する照明手段と、鋼板上の照明部分を撮像する撮像手段と、該撮像手段から得られた画像信号をしきい値処理して鋼板の表面欠陥を抽出する画像処理手段と、を有する溶融金属メッキ鋼板のドロス欠陥検査装置であって、
抽出された欠陥をドロス欠陥とその他の欠陥に分類する欠陥判定手段を有しており、
該欠陥判定手段は、抽出された欠陥を、該欠陥の面積、該欠陥の画像輝度、および該欠陥の形態のうちの少なくとも1つに基づいて、ドロス欠陥とその他の欠陥に判定することを特徴とする溶融金属メッキ鋼板のドロス欠陥検査装置。
Illuminating means for illuminating the surface of the steel sheet, imaging means for imaging the illuminated portion on the steel sheet, and image processing means for extracting a surface defect of the steel sheet by thresholding the image signal obtained from the imaging means, A dross defect inspection device for a molten metal-plated steel sheet,
It has a defect determination means that classifies the extracted defects into dross defects and other defects,
The defect determination means determines the extracted defect as a dross defect and another defect based on at least one of the area of the defect, the image brightness of the defect, and the form of the defect. A dross inspection system for molten metal plated steel sheets.
前記撮像手段の空間分解能を0.2mm以下としたことを特徴とする請求項1〜3のいずれかに記載の溶融金属メッキ鋼板のドロス欠陥検査装置。   4. The dross defect inspection apparatus for a hot-dip galvanized steel sheet according to claim 1, wherein a spatial resolution of the imaging means is 0.2 mm or less. 溶融金属メッキラインにおいて、スキンパスミルの上流位置に設置されていることを特徴とする請求項1〜4のいずれかに記載の溶融金属メッキ鋼板のドロス欠陥検査装置。   5. The dross defect inspection apparatus for a molten metal plated steel sheet according to claim 1, wherein the apparatus is installed at an upstream position of a skin pass mill in the molten metal plating line. 鋼板表面を照明して、鋼板上の照明部分を撮像し、得られた画像信号をしきい値処理して鋼板の表面欠陥を抽出する溶融金属メッキ鋼板のドロス欠陥検査方法であって、
抽出された欠陥を、該欠陥の面積、該欠陥の画像輝度、および該欠陥の形態のうちの少なくとも1つに基づいて、ドロス欠陥とその他の欠陥に判定することを特徴とする溶融金属メッキ鋼板のドロス欠陥検査方法。
A method for inspecting a dross defect of a molten metal plated steel sheet by illuminating a steel sheet surface, imaging an illumination part on the steel sheet, and thresholding the obtained image signal to extract a surface defect of the steel sheet,
A hot-dip galvanized steel sheet characterized in that an extracted defect is determined as a dross defect or another defect based on at least one of the area of the defect, the image brightness of the defect, and the form of the defect Dross inspection method.
JP2010249195A 2010-11-05 2010-11-05 Dross defect inspection apparatus and dross defect inspection method for molten metal plated steel sheet Active JP5594071B2 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP2010249195A JP5594071B2 (en) 2010-11-05 2010-11-05 Dross defect inspection apparatus and dross defect inspection method for molten metal plated steel sheet

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP2010249195A JP5594071B2 (en) 2010-11-05 2010-11-05 Dross defect inspection apparatus and dross defect inspection method for molten metal plated steel sheet

Publications (2)

Publication Number Publication Date
JP2012103017A true JP2012103017A (en) 2012-05-31
JP5594071B2 JP5594071B2 (en) 2014-09-24

Family

ID=46393610

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2010249195A Active JP5594071B2 (en) 2010-11-05 2010-11-05 Dross defect inspection apparatus and dross defect inspection method for molten metal plated steel sheet

Country Status (1)

Country Link
JP (1) JP5594071B2 (en)

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2016158873A1 (en) * 2015-03-31 2016-10-06 日新製鋼株式会社 Device for examining surface defect in hot-dipped steel plate, and method for examining surface defect
JP2016188768A (en) * 2015-03-30 2016-11-04 Jfeスチール株式会社 Method of detecting defect in surface of metal plate
JP2018112408A (en) * 2017-01-06 2018-07-19 株式会社ディスコ Inspection apparatus
CN112147171A (en) * 2020-09-22 2020-12-29 武汉钢铁有限公司 Micron-sized hot-dip galvanized automobile sheet stamping bright spot defect analysis method
WO2021013547A1 (en) * 2019-07-19 2021-01-28 Thyssenkrupp Steel Europe Ag Method for determining a cleaning state of a surface of a flat product, and flat product
JP7028375B1 (en) * 2020-07-29 2022-03-02 Jfeスチール株式会社 Dross defect prediction method, dross defect reduction method, hot-dip galvanized steel sheet manufacturing method, alloyed hot-dip galvanized steel sheet manufacturing method, dross defect prediction model generation method, dross defect prediction device, and dross defect prediction terminal system
CN116823815A (en) * 2023-08-28 2023-09-29 青岛胶州电缆有限公司 Intelligent detection method for cable surface abnormality

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP6117398B1 (en) 2016-03-30 2017-04-19 日新製鋼株式会社 Steel plate surface defect inspection apparatus and surface defect inspection method

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2004346375A (en) * 2003-05-22 2004-12-09 Jfe Steel Kk Galvanized steel plate, and method for manufacturing the same
JP2008275424A (en) * 2007-04-27 2008-11-13 Jfe Steel Kk Surface inspection device
JP2010223597A (en) * 2009-03-19 2010-10-07 Nippon Steel Corp Surface flaw inspecting device and surface flaw inspecting method

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2004346375A (en) * 2003-05-22 2004-12-09 Jfe Steel Kk Galvanized steel plate, and method for manufacturing the same
JP2008275424A (en) * 2007-04-27 2008-11-13 Jfe Steel Kk Surface inspection device
JP2010223597A (en) * 2009-03-19 2010-10-07 Nippon Steel Corp Surface flaw inspecting device and surface flaw inspecting method

Cited By (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2016188768A (en) * 2015-03-30 2016-11-04 Jfeスチール株式会社 Method of detecting defect in surface of metal plate
US10041888B2 (en) 2015-03-31 2018-08-07 Nisshin Steel Co., Ltd. Surface defect inspecting device and method for hot-dip coated steel sheets
JP6027295B1 (en) * 2015-03-31 2016-11-16 日新製鋼株式会社 Surface defect inspection apparatus and surface defect inspection method for hot dip galvanized steel sheet
KR101800597B1 (en) 2015-03-31 2017-11-22 닛신 세이코 가부시키가이샤 Apparatus for inspecting surface defects of a hot-dip coated steel sheet and method for inspecting surface defects
CN107533012A (en) * 2015-03-31 2018-01-02 日新制钢株式会社 Melt the surface defect inspection apparatus and surface defect inspection method of coated steel sheet
WO2016158873A1 (en) * 2015-03-31 2016-10-06 日新製鋼株式会社 Device for examining surface defect in hot-dipped steel plate, and method for examining surface defect
JP2018112408A (en) * 2017-01-06 2018-07-19 株式会社ディスコ Inspection apparatus
JP7093158B2 (en) 2017-01-06 2022-06-29 株式会社ディスコ Inspection equipment
WO2021013547A1 (en) * 2019-07-19 2021-01-28 Thyssenkrupp Steel Europe Ag Method for determining a cleaning state of a surface of a flat product, and flat product
JP7028375B1 (en) * 2020-07-29 2022-03-02 Jfeスチール株式会社 Dross defect prediction method, dross defect reduction method, hot-dip galvanized steel sheet manufacturing method, alloyed hot-dip galvanized steel sheet manufacturing method, dross defect prediction model generation method, dross defect prediction device, and dross defect prediction terminal system
CN112147171A (en) * 2020-09-22 2020-12-29 武汉钢铁有限公司 Micron-sized hot-dip galvanized automobile sheet stamping bright spot defect analysis method
CN112147171B (en) * 2020-09-22 2024-05-28 武汉钢铁有限公司 Method for analyzing stamping bright point defects of micron-sized hot dip galvanized automobile sheet
CN116823815A (en) * 2023-08-28 2023-09-29 青岛胶州电缆有限公司 Intelligent detection method for cable surface abnormality
CN116823815B (en) * 2023-08-28 2023-11-21 青岛胶州电缆有限公司 Intelligent detection method for cable surface abnormality

Also Published As

Publication number Publication date
JP5594071B2 (en) 2014-09-24

Similar Documents

Publication Publication Date Title
JP5594071B2 (en) Dross defect inspection apparatus and dross defect inspection method for molten metal plated steel sheet
KR101867256B1 (en) Apparatus for inspecting surface defects of steel sheet and method for inspecting surface defects
JP6027295B1 (en) Surface defect inspection apparatus and surface defect inspection method for hot dip galvanized steel sheet
KR102073229B1 (en) Surface defect detection apparatus and surface defect detection method
JP6950811B2 (en) Metal plate surface defect detection method and equipment, and galvanized steel sheet manufacturing method
JP2007218889A (en) Surface defect detection method and surface defect detecting device
JP2009216539A (en) Detector for hole/crack defect of belt-shaped object
JP2008275424A (en) Surface inspection device
JP5732605B2 (en) Appearance inspection device
JP2012251983A (en) Wrap film wrinkle inspection method and device
CN111426696A (en) Rubber adhesion failure detection device for top-coated rubber sheet
JP6249241B2 (en) Metal plate surface defect detection method
JP5201014B2 (en) Scale remaining inspection equipment for pickled steel sheet
JP2003222597A (en) Copper foil surface inspection device and copper foil surface inspection method
US8941823B2 (en) Surface inspection device for cylindrical body
JP2020122738A (en) Defect inspection device and defect inspection method
JPH09113465A (en) Detection apparatus for surface fault for galvanized steel plate
JP2019138900A (en) Defect inspection device for steel plate and defect inspection method for steel plate
JP5655610B2 (en) Surface inspection device
JP2012141322A (en) Surface defect inspection device
JP2004151006A (en) Quality control method of hot dip zinced steel plate, and quality control device of hot dip zinced steel plate
JP7131509B2 (en) Surface defect detection device, surface defect detection method, and steel manufacturing method
JP2001041896A (en) Method and apparatus for detecting flaw of roll-shaped film
JP2016148520A (en) Faulty scratch checkup device, and faulty scratch checkup method

Legal Events

Date Code Title Description
A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20130823

A977 Report on retrieval

Free format text: JAPANESE INTERMEDIATE CODE: A971007

Effective date: 20140129

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20140204

A521 Request for written amendment filed

Free format text: JAPANESE INTERMEDIATE CODE: A523

Effective date: 20140311

TRDD Decision of grant or rejection written
A01 Written decision to grant a patent or to grant a registration (utility model)

Free format text: JAPANESE INTERMEDIATE CODE: A01

Effective date: 20140708

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20140721

R150 Certificate of patent or registration of utility model

Ref document number: 5594071

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250