Deprecated: The each() function is deprecated. This message will be suppressed on further calls in /home/zhenxiangba/zhenxiangba.com/public_html/phproxy-improved-master/index.php on line 456
JP6948051B2 - Defect analysis method on the printed surface and adjustment method of the printing device based on the defect analysis method, and defect analysis system on the printed surface and the adjustment system of the printing device having the defect analysis system. - Google Patents
[go: Go Back, main page]

JP6948051B2 - Defect analysis method on the printed surface and adjustment method of the printing device based on the defect analysis method, and defect analysis system on the printed surface and the adjustment system of the printing device having the defect analysis system. - Google Patents

Defect analysis method on the printed surface and adjustment method of the printing device based on the defect analysis method, and defect analysis system on the printed surface and the adjustment system of the printing device having the defect analysis system. Download PDF

Info

Publication number
JP6948051B2
JP6948051B2 JP2016222057A JP2016222057A JP6948051B2 JP 6948051 B2 JP6948051 B2 JP 6948051B2 JP 2016222057 A JP2016222057 A JP 2016222057A JP 2016222057 A JP2016222057 A JP 2016222057A JP 6948051 B2 JP6948051 B2 JP 6948051B2
Authority
JP
Japan
Prior art keywords
imaging means
defect
printed
processing unit
imaging
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.)
Active
Application number
JP2016222057A
Other languages
Japanese (ja)
Other versions
JP2018080955A (en
Inventor
孝一 小北
孝一 小北
克哉 大西
克哉 大西
啓太 齋藤
啓太 齋藤
明彦 磯尾
明彦 磯尾
宏巳 岡本
宏巳 岡本
好孝 氷上
好孝 氷上
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.)
Dac Engineering Co Ltd
Original Assignee
Dac Engineering 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 Dac Engineering Co Ltd filed Critical Dac Engineering Co Ltd
Priority to JP2016222057A priority Critical patent/JP6948051B2/en
Publication of JP2018080955A publication Critical patent/JP2018080955A/en
Application granted granted Critical
Publication of JP6948051B2 publication Critical patent/JP6948051B2/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)
  • Inking, Control Or Cleaning Of Printing Machines (AREA)

Description

本発明は、印刷装置により印刷されたワークの印刷面の欠陥を分析する方法、システム、及び、これを用いて印刷装置を調整する方法、システムに関する。 The present invention relates to a method and a system for analyzing defects on the printed surface of a workpiece printed by a printing apparatus, and a method and a system for adjusting the printing apparatus using the same.

従来より、印刷されたワークを検査装置で欠陥およびその位置を検出し、その位置にマークを付すか、その位置の情報を記憶しておき、当該ロットの印刷が終了して巻き取られたワークを他のロールに巻き替える過程で前記欠陥を検品し、不良と判断される欠陥であれば、その部分を切り貼りして切除することが行われる(例えば、特許文献1等。)。そして、この検品の際、作業者がルーペ等を用いて欠陥を目で見て分析し、分析の結果と作業者の経験に基づき、必要に応じて印刷装置のインキ濃度や印圧等の調整が行われている。 Conventionally, a defect and its position are detected by an inspection device for a printed work, and a mark is added to the position or information on the position is stored, and the work wound up after printing of the lot is completed. The defect is inspected in the process of rewinding the roll into another roll, and if the defect is determined to be defective, the portion is cut and pasted and excised (for example, Patent Document 1 and the like). Then, at the time of this inspection, the operator visually analyzes the defect using a loupe or the like, and adjusts the ink density, printing pressure, etc. of the printing device as necessary based on the analysis result and the operator's experience. Is being done.

特開2014−71067号公報Japanese Unexamined Patent Publication No. 2014-71067

しかしながら、従来のように検品の際に欠陥を分析して印刷装置を調整するものでは、欠陥の発生から印刷装置の調整までの間に当該ロットその他のワークに同様の印刷欠陥が多く発生し、検品作業の増大、多くの不良処理が避けられず、生産効率を上げられない一因となっていた。 However, in the conventional method of adjusting the printing apparatus by analyzing the defects at the time of inspection, many similar printing defects occur in the lot and other workpieces between the occurrence of the defects and the adjustment of the printing apparatus. Increased inspection work and many defective processes were unavoidable, which was one of the reasons why production efficiency could not be improved.

また、検査装置は印刷面の品質の良否を判断するためのものであるため、インクが完全に定着し、印刷面が製品として完成した段階で行われる。さらに、この欠陥の検品(及び分析)は、一旦ワークが巻き取られた後、巻き替える際に行われるため、分析の際、例えばインクが滲んでいる場合、その原因がインクの粘性にあるのか、印圧にあるのか、乾燥工程にあるのか、或いは巻き替え工程で酷くなったものなのか、正確に判断することができない。したがって、このような分析に基づく印刷装置の調整についても、作業者の過去の経験によるところが大きく、印刷装置を迅速かつ的確に調整することは困難であった。 Further, since the inspection device is for judging the quality of the printed surface, it is performed when the ink is completely fixed and the printed surface is completed as a product. Furthermore, since the inspection (and analysis) of this defect is performed when the work is wound and then rewound, is the cause of the ink bleeding during the analysis, for example, the ink viscosity? It is not possible to accurately determine whether it is in the printing pressure, in the drying process, or in the rewinding process. Therefore, the adjustment of the printing apparatus based on such an analysis is largely based on the past experience of the operator, and it is difficult to adjust the printing apparatus quickly and accurately.

そこで、本発明が前述の状況に鑑み、解決しようとするところは、欠陥が多く生じる前に印刷装置を迅速かつ的確に調整することが可能な印刷面の欠陥分析方法、印刷装置の調整方法、及びこれらのシステムを提供する点にある。 Therefore, in view of the above-mentioned situation, the present invention attempts to solve the problem of a printing surface defect analysis method capable of quickly and accurately adjusting the printing apparatus before many defects occur, a printing apparatus adjusting method, and the like. And to provide these systems.

本発明者は、かかる現況に鑑み、鋭意検討した結果、ゴミや埃による欠陥とは異なり、印刷装置の各種調整不良に基づく欠陥は、一旦生じるとその後も同じ位置に連続して生じる傾向にあるという経験に着目し、検査装置で検出された欠陥自体を分析するのではなく、その後に印刷される印刷面の同じ位置を、検査装置よりも上流側の印刷装置により近い位置で、撮像・分析することで、欠陥の原因をより的確に、しかも印刷中に把握することも可能になることを見出し、本発明を完成するに至った。 As a result of diligent studies in view of the current situation, the present inventor, unlike defects caused by dust and dirt, defects caused by various misalignments of the printing apparatus tend to occur continuously at the same position once they occur. Focusing on this experience, instead of analyzing the defects themselves detected by the inspection device, the same position on the printed surface to be printed after that is imaged and analyzed at a position closer to the printing device on the upstream side than the inspection device. By doing so, it has been found that the cause of the defect can be more accurately grasped during printing, and the present invention has been completed.

すなわち本発明は、以下の発明を包含する。
(1) 印刷装置により印刷されたワークの印刷面を撮像する第1の撮像手段と、同じく前記印刷装置により印刷されたワークの印刷面を撮像する第2の撮像手段であって、前記第1の撮像手段よりも前記印刷装置に近い上流側の位置に設けられ、前記第1の撮像手段よりも高い分解能でより詳細に撮像する第2の撮像手段とを設け、コンピュータが、前記第1の撮像手段で得られる印刷面の画像情報と基準となる画像情報とを比較し、欠陥及びその位置を特定する手順と、前記欠陥の位置情報に基づき、前記第2の撮像手段を動作させ、前記印刷面よりも後に印刷されたワークの印刷面における前記欠陥の位置に対応する領域を詳細に撮像させる手順と、前記第2の撮像手段が撮像した前記領域の詳細な画像情報を欠陥分析用の情報として記憶する手順とを備える印刷面の欠陥分析方法。
That is, the present invention includes the following inventions.
(1) A first imaging means for imaging the printed surface of the work printed by the printing apparatus, and a second imaging means for imaging the printed surface of the workpiece printed by the printing apparatus, wherein the first imaging means is used. A second image pickup means, which is provided at a position on the upstream side closer to the printing apparatus than the first image pickup means and takes a more detailed image with a higher resolution than the first image pickup means, is provided by a computer. The second imaging means is operated based on the procedure of comparing the image information of the printed surface obtained by the imaging means with the reference image information and identifying the defect and its position and the position information of the defect, and the above-mentioned For defect analysis, a procedure for capturing a detailed image of a region corresponding to the position of the defect on the print surface of the work printed after the print surface and detailed image information of the region captured by the second imaging means are used for defect analysis. A method for analyzing defects on a printed surface, which comprises a procedure for storing information.

(2) 前記第2の撮像手段が、前記第1の撮像手段よりも狭い撮像領域を撮像する撮像手段であり、前記第2の撮像手段を前記ワークの流れ方向に交差する方向に沿って移動させる移動手段を設け、前記コンピュータが、前記第2の撮像手段を動作させる前に、前記欠陥の位置情報に基づき、前記第2の撮像手段を前記位置情報に対応するワーク幅方向の座標位置に移動させる手順を備える、(1)記載の印刷面の欠陥分析方法。 (2) The second imaging means is an imaging means that images an imaging region narrower than that of the first imaging means, and the second imaging means is moved along a direction intersecting the flow direction of the work. Before the computer operates the second imaging means, the moving means is provided so that the second imaging means is moved to a coordinate position in the work width direction corresponding to the position information based on the position information of the defect. (1) The method for analyzing defects on a printed surface, which comprises a procedure for moving.

(3) 前記印刷装置の下流側に印刷面をワークに定着させるための乾燥装置が設けられ、前記第1の撮像手段を、前記乾燥装置よりも下流側の位置に設け、前記第2の撮像手段を、前記乾燥装置と前記印刷装置との間の位置に設けてなる(1)又は(2)記載の印刷面の欠陥分析方法。 (3) A drying device for fixing the printed surface to the work is provided on the downstream side of the printing device, the first imaging means is provided at a position downstream of the drying device, and the second imaging is performed. The method for analyzing defects on a printed surface according to (1) or (2), wherein the means is provided at a position between the drying device and the printing device.

(4) 前記コンピュータが、(1)〜(3)の何れかに記載の欠陥分析方法により記憶した印刷面の欠陥分析用の情報に基づき前記欠陥を分析する手順と、この分析結果に基づき前記印刷装置に設けられた所定の調整機構を制御する手順を備える印刷装置の調整方法。 (4) The procedure for analyzing the defect based on the information for defect analysis on the printed surface stored by the computer by the defect analysis method according to any one of (1) to (3), and the procedure based on the analysis result. A method for adjusting a printing device, which comprises a procedure for controlling a predetermined adjusting mechanism provided in the printing device.

(5) 前記コンピュータが、前記第2の撮像手段をさらに動作させ、前記調整機構を制御した後に印刷されたワークの印刷面における前記欠陥の位置に対応する領域を再度詳細に撮像させ、当該撮像された詳細な画像情報を分析し、この分析結果に基づき前記所定の調整機構をフィードバック制御する(4)記載の印刷装置の調整方法。 (5) The computer further operates the second imaging means, controls the adjusting mechanism, and then re-images a region corresponding to the position of the defect on the printed surface of the printed workpiece in detail, and performs the imaging. The adjustment method for a printing apparatus according to (4), wherein the detailed image information is analyzed and feedback control is performed on the predetermined adjustment mechanism based on the analysis result.

(6) 前記コンピュータが、前記調整機構を制御した後に印刷されたワークの印刷面の前記第1の撮像手段で得られる画像情報を分析し、この分析結果に基づき、前記所定の調整機構をフィードバック制御する(4)又は(5)記載の印刷装置の調整方法。 (6) The computer analyzes the image information obtained by the first imaging means on the printed surface of the work printed after controlling the adjusting mechanism, and feeds back the predetermined adjusting mechanism based on the analysis result. The method for adjusting a printing device according to (4) or (5) to be controlled.

(7) 前記調整機構が、見当ずれ調整機構、版圧調整機構、及びインク調整機構のうち少なくとも1つである(4)〜(6)の何れかに記載の印刷装置の調整方法。 (7) The method for adjusting a printing device according to any one of (4) to (6), wherein the adjustment mechanism is at least one of a misregistration adjustment mechanism, a plate pressure adjustment mechanism, and an ink adjustment mechanism.

(8) 印刷装置により印刷されたワークの印刷面を撮像する第1の撮像手段と、同じく前記印刷装置により印刷されたワークの印刷面を撮像する第2の撮像手段であって、前記第1の撮像手段よりも前記印刷装置に近い上流側の位置に設けられ、前記第1の撮像手段よりも高い分解能でより詳細に撮像する第2の撮像手段と、前記第1の撮像手段で得られる印刷面の画像情報と基準となる画像情報とを比較することにより欠陥及びその位置を特定する欠陥特定処理部、前記欠陥の位置情報に基づき前記第2の撮像手段を動作させて前記印刷面より後に印刷されたワークの印刷面における前記欠陥の位置に対応する領域を詳細に撮像させる撮像処理部、及び前記第2の撮像手段が撮像した前記領域の詳細な画像情報を欠陥分析用の情報として記憶する記憶処理部を有するコンピュータとを備えることを特徴とする印刷面の欠陥分析システム。 (8) A first imaging means for imaging the printed surface of the work printed by the printing apparatus, and a second imaging means for imaging the printed surface of the workpiece printed by the printing apparatus, wherein the first imaging means is used. The second imaging means, which is provided at a position on the upstream side closer to the printing apparatus than the first imaging means and performs more detailed imaging with higher resolution than the first imaging means, and the first imaging means can be obtained. A defect identification processing unit that identifies defects and their positions by comparing image information on the printed surface with reference image information, and the second imaging means is operated based on the position information of the defects from the printed surface. The image processing unit that captures a detailed image of the region corresponding to the position of the defect on the printing surface of the work printed later, and the detailed image information of the region imaged by the second imaging means are used as information for defect analysis. A defect analysis system for a printed surface, which comprises a computer having a storage processing unit for storing.

(9) 前記第2の撮像手段が、前記第1の撮像手段よりも狭い撮像領域を撮像する撮像手段であり、前記第2の撮像手段を前記ワークの流れ方向に交差する方向に沿って移動させる移動手段を備え、前記コンピュータが、前記欠陥の位置情報に基づき前記移動手段を動作させ、前記第2の撮像手段を前記位置情報に対応するワーク幅方向の座標位置に移動させる移動処理部を有する(8)記載の印刷面の欠陥分析システム。 (9) The second imaging means is an imaging means that images an imaging region narrower than that of the first imaging means, and the second imaging means is moved along a direction intersecting the flow direction of the work. A movement processing unit comprising a moving means for causing the computer to operate the moving means based on the position information of the defect and moving the second imaging means to a coordinate position in the work width direction corresponding to the position information. The defect analysis system for the printed surface according to (8).

(10) 前記印刷装置の下流側に印刷面をワークに定着させるための乾燥装置が設けられており、前記第1の撮像手段が、前記乾燥装置よりも下流側の位置に設けられ、前記第2の撮像手段が、前記乾燥装置と前記印刷装置との間の位置に設けられている(8)又は(9)記載の印刷面の欠陥分析システム。 (10) A drying device for fixing the printed surface to the work is provided on the downstream side of the printing device, and the first imaging means is provided at a position downstream of the drying device. 2. The defect analysis system for a printed surface according to (8) or (9), wherein the imaging means of 2 is provided at a position between the drying device and the printing device.

(11) (8)〜(10)の何れかに記載の印刷面の欠陥分析システムを有し、前記コンピュータが、前記記憶した印刷面の欠陥分析用の情報に基づき前記欠陥を分析する欠陥分析処理部と、この分析結果に基づき印刷装置に設けられた所定の調整機構を制御する調整処理部とを有する印刷装置の調整システム。 (11) Defect analysis having the printing surface defect analysis system according to any one of (8) to (10), and the computer analyzing the defects based on the stored information for defect analysis of the printed surface. An adjustment system for a printing device having a processing unit and an adjustment processing unit that controls a predetermined adjustment mechanism provided in the printing device based on the analysis result.

(12) 前記コンピュータが、前記第2の撮像手段をさらに動作させ、前記調整機構を制御した後に印刷されたワークの印刷面における前記欠陥の位置に対応する領域を再度詳細に撮像させる再撮像処理部と、該再撮像処理部で撮像された詳細な画像情報を分析する再分析処理部とを備え、前記調整処理部が、この再分析の結果に基づき、前記所定の調整機構をフィードバック制御する(11)記載の印刷装置の調整システム。 (12) A re-imaging process in which the computer further operates the second imaging means to control the adjusting mechanism and then re-imaging in detail a region corresponding to the position of the defect on the printed surface of the printed workpiece. A unit and a reanalysis processing unit that analyzes detailed image information captured by the reimaging processing unit are provided, and the adjustment processing unit feedback-controls the predetermined adjustment mechanism based on the result of the reanalysis. (11) The adjustment system for the printing apparatus according to the above.

(13) 前記コンピュータが、前記調整機構を制御した後に印刷されたワークの印刷面の前記第1の撮像手段で得られる画像情報を分析する第2の分析処理部を備え、前記調整処理部が、この分析の結果に基づき、前記所定の調整機構をフィードバック制御する(11)又は(12)記載の印刷装置の調整システム。 (13) The computer includes a second analysis processing unit that analyzes image information obtained by the first imaging means on the print surface of the work printed after controlling the adjustment mechanism, and the adjustment processing unit includes the adjustment processing unit. , The adjustment system of the printing apparatus according to (11) or (12), which feedback-controls the predetermined adjustment mechanism based on the result of this analysis.

(14) 前記調整機構が、見当ずれ調整機構、版圧調整機構、及びインク調整機構のうち少なくとも1つである(11)〜(13)の何れかに記載の印刷装置の調整システム。 (14) The adjustment system for a printing apparatus according to any one of (11) to (13), wherein the adjustment mechanism is at least one of a misregistration adjustment mechanism, a plate pressure adjustment mechanism, and an ink adjustment mechanism.

以上にしてなる本願発明によれば、従来からの検査装置と同じように第1の撮像手段を用いて欠陥及びその位置を特定した後、その欠陥自体ではなく、その後に印刷される印刷面の前記欠陥の位置に対応する領域を、第2の撮像手段でより詳細に撮像し、当該位置を分析するので、印刷中に分析することも可能となり、同じ印刷欠陥が多く発生して不良に至る前に印刷装置を調整する等してそのような状態を回避し、生産効率を著しく向上させることが可能となる。 According to the present invention as described above, after the defect and its position are identified by using the first imaging means as in the conventional inspection apparatus, the defect itself is not the defect itself, but the printed surface to be printed thereafter. Since the region corresponding to the position of the defect is imaged in more detail by the second imaging means and the position is analyzed, it is possible to analyze during printing, and many of the same printing defects occur, leading to defects. It is possible to avoid such a situation by adjusting the printing apparatus before, and to significantly improve the production efficiency.

また、前記分析は、従来のように製品として完成した印刷面を検査して抽出された欠陥自体について行うものではなく、検査装置よりも上流側の印刷装置により近い位置において、欠陥の位置に対応する領域の詳細画像を取得し、これを分析するものであるため、インクの乾燥や巻き替えによる影響が生じる前の状態で分析することができ、欠陥の原因をより的確に判断することが可能となる。したがって、このような分析に基づく印刷装置の調整についてもより的確に調整することが可能となる。このような第2の撮像手段は、検査・分析を行う前の見当、接圧の分析、調整にも用いることができ、これにより印刷刷り出し時間を短縮することも可能となる。 Further, the analysis is not performed on the defect itself extracted by inspecting the printed surface completed as a product as in the conventional case, but corresponds to the position of the defect at a position closer to the printing device on the upstream side than the inspection device. Since a detailed image of the area to be printed is acquired and analyzed, it is possible to analyze the area before it is affected by drying or rewinding of the ink, and it is possible to more accurately determine the cause of the defect. It becomes. Therefore, it is possible to more accurately adjust the adjustment of the printing apparatus based on such an analysis. Such a second imaging means can also be used for registering before inspection / analysis, analysis of contact pressure, and adjustment, which makes it possible to shorten the printing time.

また、前記第2の撮像手段が、前記第1の撮像手段よりも狭い撮像領域を撮像する撮像手段であり、前記第2の撮像手段を前記ワークの流れ方向に交差する方向に沿って移動させる移動手段を設け、前記コンピュータが、前記第2の撮像手段を動作させる前に、前記欠陥の位置情報に基づき、前記第2の撮像手段を前記位置情報に対応するワーク幅方向の座標位置に移動させる手順を備えることにより、本来欠陥に対応する領域のみ撮像すればよい第2の撮像手段を、必要最小限の撮像領域のものとし、高い分解能を持つ高価な第2の撮像手段を効率よく用いることでコスト低減を図ることができる。 Further, the second imaging means is an imaging means that images an imaging region narrower than that of the first imaging means, and the second imaging means is moved along a direction intersecting the flow direction of the work. The moving means is provided, and before the computer operates the second imaging means, the second imaging means is moved to a coordinate position in the work width direction corresponding to the position information based on the position information of the defect. By providing the procedure for making the image, the second imaging means that originally needs to image only the region corresponding to the defect is set to the minimum necessary imaging region, and the expensive second imaging means having high resolution is efficiently used. This makes it possible to reduce costs.

また、前記印刷装置の下流側に印刷面をワークに定着させるための乾燥装置が設けられ、前記第1の撮像手段を、前記乾燥装置よりも下流側の位置に設け、前記第2の撮像手段を、前記乾燥装置と前記印刷装置との間の位置に設けたことにより、乾燥による影響が出る前の状態の欠陥対応位置を分析し、より的確な分析並びに印刷装置の調整が可能となる。 Further, a drying device for fixing the printed surface to the work is provided on the downstream side of the printing device, the first imaging means is provided at a position downstream of the drying device, and the second imaging means is provided. Is provided at a position between the drying device and the printing device, so that it is possible to analyze the defect handling position in the state before the influence of drying occurs, and more accurately analyze and adjust the printing device.

また、コンピュータが分析結果に基づき印刷装置に設けられた所定の調整機構を制御する場合において、第2の撮像手段をさらに動作させ、調整機構を制御した後に印刷されたワークの印刷面における前記欠陥の位置に対応する領域を再度詳細に撮像させ、当該撮像された詳細な画像情報を分析し、この分析結果に基づき前記所定の調整機構をフィードバック制御することにより、より的確な調整が可能となり、印刷品質を迅速に高めることができる。 Further, when the computer controls a predetermined adjustment mechanism provided in the printing device based on the analysis result, the defect on the printed surface of the workpiece printed after the second imaging means is further operated and the adjustment mechanism is controlled. By performing detailed imaging of the region corresponding to the position of the above, analyzing the captured detailed image information, and feedback-controlling the predetermined adjustment mechanism based on the analysis result, more accurate adjustment becomes possible. Print quality can be improved quickly.

また、同じくコンピュータが調整機構を制御する場合において、調整機構を制御した後に印刷されたワークの印刷面の第1の撮像手段で得られる画像情報を分析し、この分析結果に基づき、前記所定の調整機構をフィードバック制御することにより、より品質のよい印刷面を有する製品が迅速に得られる。 Similarly, when the computer controls the adjustment mechanism, the image information obtained by the first imaging means of the printed surface of the work printed after controlling the adjustment mechanism is analyzed, and based on the analysis result, the predetermined image information is obtained. By feedback-controlling the adjustment mechanism, a product having a higher quality printed surface can be quickly obtained.

本発明の代表的実施形態に係る欠陥分析システム及びこれを備える印刷装置の調整システムの構成を示す説明図。The explanatory view which shows the structure of the defect analysis system which concerns on the typical embodiment of this invention, and the adjustment system of the printing apparatus which comprises this. 同じく欠陥分析システム及び印刷装置の調整システムが有するコンピュータの構成を示す説明図。The explanatory view which shows the structure of the computer which also has the defect analysis system and the adjustment system of a printing apparatus. 同じく欠陥分析システム及び印刷装置の調整システムが有する第1の撮像手段を示す説明図。The explanatory view which shows the 1st imaging means which also has a defect analysis system and the adjustment system of a printing apparatus. (a)、(b)は同じく欠陥分析システム及び印刷装置の調整システムが有する第2の撮像手段及び移動手段を示す説明図。(A) and (b) are explanatory views which show the 2nd imaging means and the moving means which the defect analysis system and the adjustment system of a printing apparatus also have. 同じく欠陥分析システムの処理手順を示すフロー図。Similarly, a flow chart showing a processing procedure of a defect analysis system. 同じく調整システムの処理手順を示すフロー図。The flow chart which also shows the processing procedure of the adjustment system.

次に、本発明の実施形態を添付図面に基づき詳細に説明する。 Next, an embodiment of the present invention will be described in detail with reference to the accompanying drawings.

まず、本発明に係る印刷面の欠陥分析システムS1を説明し、次に、該欠陥分析システムS1を備える印刷装置の調整システムS2について説明する。 First, the defect analysis system S1 on the printed surface according to the present invention will be described, and then the adjustment system S2 of the printing apparatus including the defect analysis system S1 will be described.

本発明に係る印刷面の欠陥分析システムS1は、図1に示すように、印刷装置1(1A〜1D)により印刷されたワークWの印刷面10を撮像する第1の撮像手段11と、同じく前記印刷装置1により印刷されたワークWの印刷面10を撮像する第2の撮像手段12であって、前記第1の撮像手段11よりも前記印刷装置1に近い上流側の位置に設けられ、前記第1の撮像手段11よりも高い分解能でより詳細に撮像する第2の撮像手段12と、コンピュータ5とを備えている。 As shown in FIG. 1, the printing surface defect analysis system S1 according to the present invention is the same as the first imaging means 11 that images the printing surface 10 of the work W printed by the printing apparatus 1 (1A to 1D). A second imaging means 12 for imaging the printing surface 10 of the work W printed by the printing device 1, which is provided at a position on the upstream side closer to the printing device 1 than the first imaging means 11. It includes a second imaging means 12 that captures images in more detail with a higher resolution than the first imaging means 11, and a computer 5.

本発明の印刷面の欠陥分析システムS1は、下流側の第1の撮像手段11で得られる印刷面の画像情報から欠陥とその位置を特定すると、欠陥が特定された印刷面よりも後に印刷された印刷面における前記欠陥の位置に対応する領域9を第2の撮像手段12でより詳細に撮像し、欠陥の分析を行うシステムである。これにより、印刷中に欠陥の分析することが可能であり、しかもインクの乾燥や巻き替えによる影響が生じる前の状態で分析することができ、欠陥の原因をより的確に判断することができるものである。ワークWは、帯状の連続したシートに同種の印刷を印刷していく方式を例示しているが、連続したシートではなく裁断された状態のシートにそれぞれ印刷していく方式でも同様に本発明を適用できる。また、紙以外に合成樹脂フィルムやアルミニウム箔など種々のシートが対象に入る。 When the defect and its position are specified from the image information of the printed surface obtained by the first imaging means 11 on the downstream side, the defect analysis system S1 of the printed surface of the present invention is printed after the printed surface in which the defect is identified. This is a system in which the region 9 corresponding to the position of the defect on the printed surface is imaged in more detail by the second imaging means 12 and the defect is analyzed. As a result, it is possible to analyze defects during printing, and it is possible to analyze in a state before the effects of ink drying and rewinding occur, and the cause of defects can be determined more accurately. Is. The work W exemplifies a method of printing the same type of printing on continuous strip-shaped sheets, but the present invention is also applied to a method of printing on cut sheets instead of continuous sheets. Applicable. In addition to paper, various sheets such as synthetic resin film and aluminum foil are included in the target.

このように本発明は「欠陥の分析」とはいいつつも検査(第1の撮像手段11)で検出された欠陥自体を分析するのではなく、その後に印刷される同じ位置の領域を分析するものであり、このような領域9を分析することで、検査位置よりも印刷装置に近い位置で他の影響を受けない純粋に印刷装置の調整不良から生じる欠陥の分析を可能としたものである。したがって、第1の撮像手段11で欠陥が検出された段階で滞りなくその位置に対応する領域9を第2の撮像手段12で分析し、これに基づき印刷装置を調整することにより、迅速に欠陥の発生を無くすことができ、欠陥の程度が次第にひどくなって不良になる前に未然に対処することができるため、生産効率並びに品質を著しく向上させることができる。 As described above, although the present invention is called "defect analysis", it does not analyze the defect itself detected by the inspection (first imaging means 11), but analyzes the region at the same position printed thereafter. By analyzing such a region 9, it is possible to analyze a defect caused by a purely misalignment of the printing device, which is not affected by other things at a position closer to the printing device than the inspection position. .. Therefore, when the defect is detected by the first imaging means 11, the region 9 corresponding to the position is analyzed by the second imaging means 12 without delay, and the printing apparatus is adjusted based on the analysis, so that the defect can be quickly performed. Can be eliminated, and the degree of defects can be dealt with before they become defective, so that production efficiency and quality can be significantly improved.

第1の撮像手段11は、従来の検査装置に用いられる撮像手段と同様、例えば図3に示すようにワーク幅方向に複数の撮像カメラ2を設け、ワーク全幅にわたる領域を撮像するものである。CCDやCMOS撮像素子を搬送方向に直交する横方向に複数並設したラインセンサカメラとしてもよい。カメラの数や配置はワークWを撮像できるものであれば特に限定されず、またラインセンサカメラ以外にCCDやCMOS撮像素子を縦横方向に複数並設したエリアセンサカメラを単又は複数設けたものでもよい。尚、撮像のためにワークを横方向全幅に亘ってほぼ均一な照度で照明する図示しない照明手段も設けられており、複数個のランプを横方向に列設したものや、横方向に長い直管状のランプを設けたものも好ましい。 Similar to the imaging means used in the conventional inspection device, the first imaging means 11 is provided with a plurality of imaging cameras 2 in the work width direction, for example, as shown in FIG. 3, and images an area over the entire width of the work. A line sensor camera in which a plurality of CCD or CMOS image sensors are arranged side by side in the horizontal direction orthogonal to the transport direction may be used. The number and arrangement of the cameras are not particularly limited as long as they can image the work W, and in addition to the line sensor cameras, one or a plurality of area sensor cameras in which a plurality of CCD or CMOS image sensors are arranged side by side in the vertical and horizontal directions may be provided. good. An illumination means (not shown) that illuminates the work with almost uniform illuminance over the entire width in the horizontal direction is also provided for imaging, and a plurality of lamps are arranged in a row in the horizontal direction or a straight lamp that is long in the horizontal direction. Those provided with a tubular lamp are also preferable.

他方、第2の撮像手段12は、上記のとおり欠陥の位置に対応するピンポイントの領域9の撮像が目的であることから、図4(a),(b)に示すように、例えば第1の撮像手段11よりも狭い撮像領域を撮像する単一の撮像カメラ3とされ、さらにこの撮像カメラ3をワークWの流れ方向に交差する方向に沿って移動させる移動手段4として、撮像カメラ3を支持して上記交差する方向、本例ではワーク幅方向に移動させるトラバース機構40(4)が設けられている。 On the other hand, since the purpose of the second imaging means 12 is to image the pinpoint region 9 corresponding to the position of the defect as described above, for example, as shown in FIGS. A single imaging camera 3 that captures an imaging region narrower than the imaging means 11 of the above, and further, the imaging camera 3 is used as a moving means 4 for moving the imaging camera 3 along a direction intersecting the flow direction of the work W. A traverse mechanism 40 (4) is provided to support and move the crossing direction, in this example, the work width direction.

撮像カメラ3には、例えば分解能0.1mm/画素−0.016mm/画素、場合によっては12.5μm/画素−2μm/画素の光学ズーム搭載200万画素フルハイビジョンカメラが用いられ、第1の撮像手段11と同様、照明手段も設けられている。このように、本例では高い分解能を備えた比較的高価な単一の撮像カメラ3を流れ方向に交差する方向に移動させる移動手段4を設けることで、欠陥位置に対応する領域9を効率よく詳細に撮像できるように構成されている。 For the image pickup camera 3, for example, a 2 million pixel full high-definition camera equipped with an optical zoom having a resolution of 0.1 mm / pixel −0.016 mm / pixel, and in some cases 12.5 μm / pixel-2 μm / pixel is used, and the first image pickup is performed. Like the means 11, the lighting means is also provided. As described above, in this example, by providing the moving means 4 for moving the relatively expensive single imaging camera 3 having high resolution in the direction intersecting the flow direction, the region 9 corresponding to the defect position can be efficiently set. It is configured so that it can be imaged in detail.

勿論、第1の撮像手段11と同様、ワーク幅方向に複数の撮像カメラ3を設けてワーク全幅にわたる領域を詳細に撮像できるように構成してもよい。この場合、分析に用いる撮像画像は、あくまでも前記欠陥の位置に対応する領域である。 Of course, as with the first imaging means 11, a plurality of imaging cameras 3 may be provided in the work width direction so that a region covering the entire width of the work can be imaged in detail. In this case, the captured image used for the analysis is a region corresponding to the position of the defect.

印刷装置1は、センタードラム式のフレキソ印刷機とした例を示しているが、フレキソ印刷以外に、グラビア印刷、高速オフセット輪転印刷、デジタル印刷など、種々の印刷方式に適用できる。本例では、印刷装置1は、4種の色のインクを印刷する4つの印刷装置1A〜1Dより構成されており、印刷装置1の下流側に印刷面10をワークWに定着させるための乾燥装置6が設けられている。第1の撮像手段11は、乾燥装置6よりも下流側の位置に設けられ、第2の撮像手段12は、乾燥装置6よりも上流側の位置である乾燥装置6と印刷装置1との間の位置に設けられている。 Although the printing apparatus 1 shows an example of a center drum type flexographic printing machine, it can be applied to various printing methods such as gravure printing, high-speed offset rotary printing, and digital printing in addition to flexographic printing. In this example, the printing device 1 is composed of four printing devices 1A to 1D for printing four kinds of color inks, and is dried to fix the printing surface 10 on the work W on the downstream side of the printing device 1. A device 6 is provided. The first imaging means 11 is provided at a position downstream of the drying device 6, and the second imaging means 12 is located between the drying device 6 and the printing device 1 located upstream of the drying device 6. It is provided at the position of.

第2の撮像手段を、印刷装置1A〜1Dごとにその下流位置、すなわち印刷装置1Aと1Bの間、1Bと1Cの間、1Cと1Dの間、1Dの下流側にそれぞれ設けることも好ましい例である。これによれば、欠陥の位置に対応する領域として、それぞれ各色ごとに撮像・分析することができ、より正確な分析、調整が可能となる。この場合、4つの第2の撮像手段はすべて同じ対応位置を撮像することになる。また、一色づつ乾燥しながら印刷するものでは、同じく各色の印刷装置の下流側であって且つ乾燥装置の上流位置にそれぞれ第2の撮像手段を設けることで、乾燥に影響されない正確な分析が可能となる。 It is also preferable to provide the second imaging means for each of the printing devices 1A to 1D at a downstream position, that is, between the printing devices 1A and 1B, between 1B and 1C, between 1C and 1D, and on the downstream side of 1D. Is. According to this, it is possible to image and analyze each color as a region corresponding to the position of the defect, and more accurate analysis and adjustment become possible. In this case, all four second imaging means will image the same corresponding position. Further, in the case of printing while drying one color at a time, by providing a second imaging means on the downstream side of the printing device for each color and at the upstream position of the drying device, accurate analysis that is not affected by drying is possible. It becomes.

コンピュータ5は、処理装置7と記憶手段8を備えている。処理装置7は、マイクロプロセッサなどのCPUを主体に構成され、入出力部、バスラインを通じて第1の撮像手段11、第2の撮像手段12、移動手段4、及び印刷装置1A〜1Bの各調整機構との間でそれぞれ各種情報を送受信する。記憶手段8は、処理装置7内外のRAM、ROMなどの記憶メモリやハードディスク等より構成され、処理装置7における各種処理動作の手順を規定するプログラムや処理データが記憶される。 The computer 5 includes a processing device 7 and a storage means 8. The processing device 7 is mainly composed of a CPU such as a microprocessor, and adjusts the first imaging means 11, the second imaging means 12, the moving means 4, and the printing devices 1A to 1B through the input / output unit and the bus line. Various information is sent and received to and from the mechanism. The storage means 8 is composed of storage memories such as RAMs and ROMs inside and outside the processing device 7, a hard disk, and the like, and stores programs and processing data that define procedures for various processing operations in the processing device 7.

記憶手段8は、図2に示すように、欠陥を検出する際に基準となる画像データを記憶するマスター画像記憶部8aと、第1の撮像手段11で撮像された印刷面の画像データを記憶する撮像画像記憶部8bと、検出された欠陥の画像データを記憶する欠陥画像記憶部8cと、その欠陥の位置情報を記憶する欠陥位置情報記憶部8dと、第2の撮像手段12で撮像された領域9の詳細画像データを記憶する詳細画像情報記憶部8eとを少なくとも備えている。 As shown in FIG. 2, the storage means 8 stores the master image storage unit 8a that stores image data as a reference when detecting a defect, and the image data of the printed surface captured by the first imaging means 11. Image-captured image storage unit 8b, defect image storage unit 8c for storing the image data of the detected defect, defect position information storage unit 8d for storing the position information of the defect, and the second imaging means 12. It is provided with at least a detailed image information storage unit 8e for storing the detailed image data of the region 9.

処理装置7は、機能的に、図2に示すように、第1の撮像手段11で得られる印刷面10の画像情報と基準となる画像情報とを比較することにより欠陥及びその位置を特定する欠陥特定処理部7aと、前記欠陥の位置情報に基づき移動手段4を動作させ、第2の撮像手段12を前記位置情報に対応するワーク幅方向の座標位置に移動させる移動処理部7bと、前記欠陥の位置情報に基づき前記第2の撮像手段12を動作させて前記印刷面より後に印刷されたワークの印刷面における前記欠陥の位置に対応する領域9をより詳細に撮像させる撮像処理部7cと、第2の撮像手段12が撮像した前記領域9の詳細な画像情報を欠陥分析用の情報として記憶する記憶処理部7dとを少なくとも備えており、これら機能は上記プログラムにより実現される。 Functionally, as shown in FIG. 2, the processing device 7 identifies the defect and its position by comparing the image information of the print surface 10 obtained by the first imaging means 11 with the reference image information. The defect identification processing unit 7a, the movement processing unit 7b that operates the moving means 4 based on the position information of the defect, and moves the second imaging means 12 to the coordinate position in the work width direction corresponding to the position information, and the above. With the imaging processing unit 7c, the second imaging means 12 is operated based on the defect position information to image the region 9 corresponding to the defect position on the printing surface of the work printed after the printing surface in more detail. A storage processing unit 7d that stores detailed image information of the region 9 captured by the second imaging means 12 as information for defect analysis is provided at least, and these functions are realized by the above program.

欠陥特定処理部7aは、第1の撮像手段11で撮像された画像と合格基準となるマスター画像とを比較し、欠陥部を検出する欠陥検出処理部70と、検出された欠陥部のワークW上の位置を特定する位置特定処理部71とより構成されている。 The defect identification processing unit 7a compares the image captured by the first imaging means 11 with the master image as a pass criterion, detects the defect portion 70, and the work W of the detected defect portion. It is composed of a position specifying processing unit 71 for specifying an upper position.

欠陥検出処理部70は、第1の撮像手段11によって撮像された画像とマスター画像記憶部8aのマスター画像とを比較し、濃度レベルの比較値の差が予め設定された許容範囲を超えた場合に、当該許容範囲を超えた箇所を欠陥部として検出する。マスター画像記憶部8aに記憶されるマスター画像は、撮像画像と同様、256階調以上の濃度レベルを有する多階調エリア画像であり、比較手段により被検査画像の多階調エリア画像とマスター画像の多階調エリア画像とを比較し、各部の濃度レベル差が求められる。そして、検出した欠陥の画像を欠陥画像記憶部8cに記憶させる。 The defect detection processing unit 70 compares the image captured by the first imaging means 11 with the master image of the master image storage unit 8a, and when the difference between the comparison values of the density levels exceeds a preset allowable range. In addition, a portion exceeding the permissible range is detected as a defective portion. The master image stored in the master image storage unit 8a is a multi-gradation area image having a density level of 256 gradations or more like the captured image, and the multi-gradation area image and the master image of the image to be inspected by the comparison means. The difference in density level of each part can be obtained by comparing with the multi-gradation area image of. Then, the detected defect image is stored in the defect image storage unit 8c.

位置特定処理部71は、シート長手方向に一定間隔おきに設けられたマークや絵柄の一部を数え、そこを基準とした欠陥部の長手方向、幅方向の位置(座標)の特定を行なうことができる。その他、長手方向の位置を巻取りシートが一定距離走行する毎にパルス発生器から出されるパルス信号の計数で行なうこともできる。特定した欠陥の位置情報は、欠陥位置情報記憶部8dに記憶させる。 The position identification processing unit 71 counts a part of marks and patterns provided at regular intervals in the longitudinal direction of the sheet, and identifies the positions (coordinates) in the longitudinal direction and the width direction of the defective portion based on the marks and patterns. Can be done. In addition, the position in the longitudinal direction can be determined by counting the pulse signals emitted from the pulse generator every time the take-up sheet travels a certain distance. The position information of the identified defect is stored in the defect position information storage unit 8d.

移動処理部7bは、欠陥位置情報記憶部8dの位置情報に基づいて移動手段4を動作させる。また、撮像処理部7cは、同じく欠陥位置情報記憶部8dの位置情報に基づいて第2の撮像手段12を欠陥位置に対応する領域9を撮像するように動作させる。そして、第2の撮像手段12で撮像された詳細な画像情報は、記憶処理部7dにより、欠陥分析用の情報として詳細画像情報記憶部8eに記憶される。 The movement processing unit 7b operates the moving means 4 based on the position information of the defect position information storage unit 8d. Further, the image pickup processing unit 7c operates the second image pickup means 12 so as to image the region 9 corresponding to the defect position based on the position information of the defect position information storage unit 8d. Then, the detailed image information captured by the second imaging means 12 is stored in the detailed image information storage unit 8e as information for defect analysis by the storage processing unit 7d.

実際の分析は、前記詳細画像情報記憶部8eに記憶された詳細な画像情報を図示しないディスプレイ上に表示する表示処理部を処理装置7に設けることや、後述する調整システムのように処理装置に自動分析する分析処理部を設けることが好ましい。 In the actual analysis, the processing device 7 is provided with a display processing unit that displays the detailed image information stored in the detailed image information storage unit 8e on a display (not shown), or the processing device is provided with a processing device such as an adjustment system described later. It is preferable to provide an analysis processing unit for automatic analysis.

以上の欠陥分析システムS1の処理手順を、図5に基づいて説明する。 The processing procedure of the above defect analysis system S1 will be described with reference to FIG.

欠陥特定処理部7aの欠陥検出処理部70は、第1の撮像手段11で得られる印刷面の画像情報を撮像画像記憶部8bに順次記憶するとともに(S101)、マスター画像記憶部8aの基準となる画像情報とを比較する(S102)。比較の結果、欠陥を検出すると(S103)、位置特定処理部71がその欠陥の位置情報を取得し(S104)、欠陥の画像及び位置情報がそれぞれ撮像画像記憶部8b及び欠陥画像記憶部8cに記憶される(S105)。 The defect detection processing unit 70 of the defect identification processing unit 7a sequentially stores the image information of the printed surface obtained by the first imaging means 11 in the image capturing image storage unit 8b (S101), and also serves as a reference of the master image storage unit 8a. (S102). As a result of comparison, when a defect is detected (S103), the position identification processing unit 71 acquires the position information of the defect (S104), and the image and the position information of the defect are transferred to the captured image storage unit 8b and the defect image storage unit 8c, respectively. It is stored (S105).

そして、この欠陥の位置情報に基づき、移動処理部7bが移動手段4を動作させ、第2の撮像手段12を前記欠陥の位置情報に対応するワーク幅方向の座標位置に移動させる(S106)。次に、撮像処理部7cは、前記欠陥の位置情報に基づき、第2の撮像手段12を動作させ、前記欠陥の位置に対応する領域9をタイミングを合わせて詳細に撮像させる(S107)。 Then, based on the position information of the defect, the movement processing unit 7b operates the moving means 4 to move the second imaging means 12 to the coordinate position in the work width direction corresponding to the position information of the defect (S106). Next, the image pickup processing unit 7c operates the second imaging means 12 based on the position information of the defect, and causes the region 9 corresponding to the position of the defect to be imaged in detail at the same timing (S107).

次に、詳細画像記憶処理部7dが、第2の撮像手段12で撮像された前記領域9の詳細な画像情報を詳細画像情報記憶部8eに記憶させる(S108)。この記憶された詳細画像情報は、その後、欠陥分析用の情報として利用される。利用形態は、上述のとおり、当該画像を表示させて作業者が判断してもよいし、コンピュータの処理装置に自動的に分析する処理部を設けることも好ましい。いずれにしても、詳細な画像にもとづきドット単位の分析が可能であり、印刷直後のインクの載りの状態から、その濃度、粘度等の良否を判断することも可能となる。 Next, the detailed image storage processing unit 7d stores the detailed image information of the region 9 imaged by the second imaging means 12 in the detailed image information storage unit 8e (S108). This stored detailed image information is then used as information for defect analysis. As described above, the usage pattern may be determined by the operator by displaying the image, or it is preferable that the processing device of the computer is provided with a processing unit for automatic analysis. In any case, dot-by-dot analysis is possible based on a detailed image, and it is also possible to judge the quality of the density, viscosity, etc. from the state of ink on the ink immediately after printing.

次に、該欠陥分析システムS1を備える印刷装置の調整システムS2について説明する。 Next, the adjustment system S2 of the printing apparatus including the defect analysis system S1 will be described.

調整システムS2は、図1及び図2に示すように、前記コンピュータ5の処理装置7が、さらに機能的に、前記記憶した印刷面の欠陥分析用の情報に基づき、前記欠陥を分析(正確には、欠陥の後に印刷された印刷面の対応領域を分析)する欠陥分析処理部7eと、この分析結果に基づき、印刷装置1(1A〜1D)に設けられた所定の調整機構(13A〜13D)を制御する調整処理部7fとを有し、また記憶手段8が、さらに分析結果記憶部8fと、調整データ記憶部8gを備え、コンピュータ5が分析を行い、印刷装置1(調整機構)を自動的に制御するものである。これにより、印刷装置1を止めることなく印刷中に分析・調整を行い、当該ロット中の欠陥の発生を少なくすることが可能とされている。 As shown in FIGS. 1 and 2, the adjustment system S2 further functionally analyzes (accurately) the defects by the processing device 7 of the computer 5 based on the stored information for defect analysis on the printed surface. Has a defect analysis processing unit 7e that analyzes the corresponding area of the printed surface printed after the defect, and a predetermined adjustment mechanism (13A to 13D) provided in the printing apparatus 1 (1A to 1D) based on the analysis result. ) Is provided, the storage means 8 further includes an analysis result storage unit 8f and an adjustment data storage unit 8g, and the computer 5 performs analysis to perform the printing device 1 (adjustment mechanism). It is controlled automatically. As a result, it is possible to perform analysis and adjustment during printing without stopping the printing apparatus 1 and reduce the occurrence of defects in the lot.

コンピュータ5は、調整処理部7fにより印刷装置の所定の調整機構(13A〜13D)を調整した後、さらに第2の撮像手段12を動作させ、前記調整の後に印刷されるワークの印刷面における前記欠陥の位置に対応する領域9を、再度詳細撮像させる再撮像処理部7gと、該再撮像処理部で撮像された詳細な画像情報をさらに分析する再分析処理部7hとを備えており、調整処理部7fは、この再分析の結果に基づき、所定の調整機構(13A〜13D)をフィードバック制御するように構成されている。 The computer 5 adjusts the predetermined adjustment mechanisms (13A to 13D) of the printing apparatus by the adjustment processing unit 7f, and then further operates the second imaging means 12, and the computer 5 further operates the second imaging means 12 to perform the adjustment on the printing surface of the work to be printed after the adjustment. A reimaging processing unit 7g for re-imaging the region 9 corresponding to the position of the defect and a re-analyzing processing unit 7h for further analyzing the detailed image information captured by the reimaging processing unit are provided for adjustment. The processing unit 7f is configured to feedback-control a predetermined adjustment mechanism (13A to 13D) based on the result of this reanalysis.

さらに本例では、コンピュータ5は、調整処理部7fにより印刷装置の調整機構13A〜13Dを調整した後に印刷された印刷面について、第1の撮像手段11で得られる画像情報を分析する第2の分析処理部7iを備えており、調整処理部7fは、この分析の結果に基づき、所定の調整機構(13A〜13D)をさらにフィードバック制御するように構成されている。このように構成することで、より品質のよい印刷面となるように印刷装置を制御することが可能とされている。 Further, in this example, the computer 5 analyzes the image information obtained by the first imaging means 11 on the printed surface printed after adjusting the adjusting mechanisms 13A to 13D of the printing apparatus by the adjusting processing unit 7f. The analysis processing unit 7i is provided, and the adjustment processing unit 7f is configured to further feedback control the predetermined adjustment mechanisms (13A to 13D) based on the result of this analysis. With this configuration, it is possible to control the printing apparatus so that the printed surface has higher quality.

調整処理部7fのこれら2種のフィードバック制御については、いずれか一方のみでもよいし、双方省略してもよい。また、双方のフィードバック制御は、本例のようにまず再分析処理部7hに基づくフィードバック制御をした後、第2の分析処理部7iに基づくフィードバック制御を行ってもよいし、同時進行的に双方のフィードバック制御を行ってもよいし、適宜組み合わせて行うことができる。 Regarding these two types of feedback control of the adjustment processing unit 7f, only one of them may be used, or both of them may be omitted. Further, as for the feedback control of both, as in this example, the feedback control based on the reanalysis processing unit 7h may be performed first, and then the feedback control based on the second analysis processing unit 7i may be performed, or both may be performed simultaneously. Feedback control may be performed, or may be performed in combination as appropriate.

各印刷装置の調整機構(13A〜13D)は、見当ずれの調整機構や版圧調整機構、インク調整機構、その他の機構とすることができる。インク調整は、従来、たとえば作業者が水を足して粘度を変えたりして行っているが、これも自動的に設定量の水やインキ原液を足す装置を設けることなど、適宜自動化することができる。このように本発明によれば印刷装置1の自動化を進めることが可能となるため、印刷装置の調整も含めて印刷システム全体の制御をクローズドシステムで完全無人化することも可能となるのである。 The adjustment mechanism (13A to 13D) of each printing device can be a misregistration adjustment mechanism, a plate pressure adjustment mechanism, an ink adjustment mechanism, or other mechanism. Conventionally, ink adjustment is performed by, for example, an operator adding water to change the viscosity, but this can also be automated as appropriate, such as by providing a device for automatically adding a set amount of water or ink stock solution. can. As described above, according to the present invention, the automation of the printing apparatus 1 can be promoted, so that the control of the entire printing system including the adjustment of the printing apparatus can be completely unmanned in the closed system.

以上の調整システムS2の処理手順を、図6に基づいて説明する。 The processing procedure of the above adjustment system S2 will be described with reference to FIG.

まず、欠陥分析処理部7eが、詳細画像情報記憶部8eの詳細画像に基づき、予め決められた所定のプログラムに基づき分析を行い(S201)、分析結果記憶部8fに記憶する(S202)。分析の内容は、例えばドット単位のインクの状態を正常な状態と比較し、形状や濃度などが予め決められた正常な値からどれだけ外れているか数値で把握する。見当ずれなども同様に詳細に分析することができる。 First, the defect analysis processing unit 7e performs analysis based on the detailed image of the detailed image information storage unit 8e based on a predetermined program determined in advance (S201), and stores the analysis result storage unit 8f (S202). The content of the analysis is, for example, comparing the state of ink in dot units with the normal state, and numerically grasping how much the shape, density, etc. deviate from the predetermined normal values. Misregistration can be analyzed in detail in the same way.

次に、調整処理部7fは、分析結果記憶部8fの分析結果に基づき、調整機構(13A〜13D)を制御する制御指令を生成し(S203)、これを必要な調整機構に送信して当該調整機構を制御する(S204)。次に、再撮像処理部7gが第2の撮像手段12を動作させ、調整の後に印刷された印刷面の同じ領域9を再度詳細に撮像させて(S205)、詳細画像情報記憶部8eに調整後の情報として記憶する(S206)。 Next, the adjustment processing unit 7f generates a control command for controlling the adjustment mechanism (13A to 13D) based on the analysis result of the analysis result storage unit 8f (S203), and transmits this to the necessary adjustment mechanism. The adjustment mechanism is controlled (S204). Next, the reimaging processing unit 7g operates the second imaging means 12, and after the adjustment, the same area 9 of the printed surface is imaged again in detail (S205), and the detailed image information storage unit 8e adjusts. It is stored as later information (S206).

再分析処理部7hは、S201と同様にその画像を分析するとともに(S207)、分析結果記憶部8fに記憶する(S208)。この再分析の結果、再度の調整が必要と判定されると(S209)、所定の調整機構(13A〜13D)を再度、調整するべく、S203〜の手順を繰り返す。再度の調整が必要か否かは、上述の正常な値からのズレが所定の閾値の範囲内に収まっているか否かで判断することができる。 The reanalysis processing unit 7h analyzes the image in the same manner as in S201 (S207) and stores it in the analysis result storage unit 8f (S208). As a result of this reanalysis, when it is determined that re-adjustment is necessary (S209), the procedure of S203-is repeated in order to re-adjust the predetermined adjustment mechanisms (13A to 13D). Whether or not the adjustment is necessary again can be determined by whether or not the deviation from the above-mentioned normal value is within the range of a predetermined threshold value.

S209で再度の調整が不要と判定されると、次に、第2の分析処理部7iは、調整後に印刷された印刷面について、第1の撮像手段11で得られる画像情報から対応する領域9を分析し(S210)。この分析の結果、変わらず欠陥であると判断されると、さらに調整が必要であるとして、S203に戻り、新たな制御情報を生成し、S204以下を繰り返すように構成されている。このように構成することで、より品質のよい印刷面となるように印刷装置を制御することが可能とされている。 When it is determined in S209 that re-adjustment is unnecessary, the second analysis processing unit 7i next determines the area 9 corresponding to the printed surface printed after the adjustment from the image information obtained by the first imaging means 11. Is analyzed (S210). As a result of this analysis, if it is determined that the defect remains unchanged, it is considered that further adjustment is necessary, and it is configured to return to S203, generate new control information, and repeat S204 and below. With this configuration, it is possible to control the printing apparatus so that the printed surface has higher quality.

調整処理部7fのこれら2種のフィードバック制御については、いずれか一方のみでもよいし、双方省略してもよい。また、双方のフィードバック制御は、本例のようにまず再分析処理部7hに基づくフィードバック制御を終了した後に、第2の分析処理部7iに基づくフィードバック制御を行ってもよいし、同時進行的に双方のフィードバック制御を行ってもよいし、適宜組み合わせて行うことができる。 Regarding these two types of feedback control of the adjustment processing unit 7f, only one of them may be used, or both of them may be omitted. Further, as for both feedback controls, the feedback control based on the reanalysis processing unit 7h may be first completed as in this example, and then the feedback control based on the second analysis processing unit 7i may be performed, or the feedback control may be performed simultaneously. Both feedback controls may be performed, or may be combined as appropriate.

各印刷装置の調整機構(13A〜13D)は、見当ずれの調整機構や版圧調整機構、インク調整機構、その他の機構とすることができる。インク調整は、従来、たとえば作業者が水を足して粘度を変えたりして行っているが、これも自動的に設定量の水やインキ原液を足す装置を設けることなど、適宜自動化することができる。このように本発明によれば印刷装置1の自動化を進めることが可能となるため、印刷装置の調整も含めて印刷システム全体の制御をクローズドシステムで完全無人化することも可能となるのである。 The adjustment mechanism (13A to 13D) of each printing device can be a misregistration adjustment mechanism, a plate pressure adjustment mechanism, an ink adjustment mechanism, or other mechanism. Conventionally, ink adjustment is performed by, for example, an operator adding water to change the viscosity, but this can also be automated as appropriate, such as by providing a device for automatically adding a set amount of water or ink stock solution. can. As described above, according to the present invention, the automation of the printing apparatus 1 can be promoted, so that the control of the entire printing system including the adjustment of the printing apparatus can be completely unmanned in the closed system.

コンピュータ5は、複数の装置に分散して構成してもよい。例えば、上記欠陥分析システムS1のコンピュータと調整システムS2としての印刷装置調整専用のコンピュータとをそれぞれ別の装置構成としてもよいし、印刷装置の制御コンピュータの一部として構成してもよい。また、印刷装置を含むシステム全体を担う動作を制御している制御コンピュータの一部として構成することもできる。 The computer 5 may be distributed and configured in a plurality of devices. For example, the computer of the defect analysis system S1 and the computer dedicated to the printing device adjustment as the adjustment system S2 may be configured as separate devices, or may be configured as a part of the control computer of the printing device. It can also be configured as part of a control computer that controls operations that are responsible for the entire system, including the printing device.

以上、本発明の実施形態について説明したが、本発明はこうした実施例に何ら限定されるものではなく、本発明の要旨を逸脱しない範囲において種々なる形態で実施し得ることは勿論である。 Although the embodiments of the present invention have been described above, the present invention is not limited to these examples, and it goes without saying that the present invention can be implemented in various forms without departing from the gist of the present invention.

1,1A−1D 印刷装置 2 撮像カメラ
3 撮像カメラ 4 移動手段
5 コンピュータ 6 乾燥装置
7 処理装置 7a 欠陥特定処理部
7b 移動処理部 7c 撮像処理部
7d 詳細画像記憶処理部 7e 欠陥分析処理部
7f 調整処理部 7g 再撮像処理部
7h 再分析処理部 7i 分析処理部
8 記憶手段 8a マスター画像記憶部
8b 撮像画像記憶部 8c 欠陥画像記憶部
8d 欠陥位置情報記憶部 8e 詳細画像情報記憶部
8f 分析結果記憶部 8g 調整データ記憶部
9 領域 10 印刷面
11 第1の撮像手段 12 第2の撮像手段
13A−13D 調整機構 40 トラバース機構
70 欠陥検出処理部 71 位置特定処理部
S1 欠陥分析システム S2 調整システム
W ワーク
1,1A-1D printing device 2 imaging camera 3 imaging camera 4 moving means 5 computer 6 drying device 7 processing device 7a defect identification processing unit 7b moving processing unit 7c imaging processing unit 7d detailed image storage processing unit 7e defect analysis processing unit 7f adjustment Processing unit 7g Reimaging processing unit 7h Reanalyzing processing unit 7i Analytical processing unit 8 Storage means 8a Master image storage unit 8b Captured image storage unit 8c Defect image storage unit 8d Defect position information storage unit 8e Detailed image information storage unit 8f Analysis result storage Unit 8g Adjustment data storage unit 9 Area 10 Printing surface 11 First imaging means 12 Second imaging means 13A-13D Adjustment mechanism 40 Traverse mechanism 70 Defect detection processing unit 71 Positioning processing unit S1 Defect analysis system S2 Adjustment system W work

Claims (14)

印刷装置により印刷されたワークの印刷面を撮像する第1の撮像手段と、
同じく前記印刷装置により印刷されたワークの印刷面を撮像する第2の撮像手段であって、前記第1の撮像手段よりも前記印刷装置に近い上流側の位置に設けられ、前記第1の撮像手段よりも高い分解能でより詳細に撮像する第2の撮像手段とを設け、
コンピュータが、
前記第1の撮像手段で得られる印刷面の画像情報と基準となる画像情報とを比較し、欠陥及びその位置を特定する手順と、
前記欠陥の位置情報に基づき、前記第2の撮像手段を動作させ、前記印刷面よりも後に印刷されたワークの印刷面における前記欠陥の位置に対応する領域を詳細に撮像させる手順と、
前記第2の撮像手段が撮像した前記領域の詳細な画像情報を欠陥分析用の情報として記憶する手順とを備える印刷面の欠陥分析方法。
A first imaging means for imaging the printed surface of the workpiece printed by the printing apparatus, and
Similarly, it is a second imaging means for imaging the printed surface of the work printed by the printing apparatus, and is provided at a position on the upstream side closer to the printing apparatus than the first imaging means, and the first imaging means. A second imaging means for capturing in more detail with a higher resolution than the means is provided.
The computer
A procedure for comparing the image information on the printed surface obtained by the first imaging means with the reference image information to identify the defect and its position, and
Based on the defect position information, the second imaging means is operated to capture a detailed image of a region corresponding to the defect position on the print surface of the work printed after the print surface.
A defect analysis method for a printed surface, comprising a procedure of storing detailed image information of the region captured by the second imaging means as information for defect analysis.
前記第2の撮像手段が、前記第1の撮像手段よりも狭い撮像領域を撮像する撮像手段であり、
前記第2の撮像手段を前記ワークの流れ方向に交差する方向に沿って移動させる移動手段を設け、
前記コンピュータが、
前記第2の撮像手段を動作させる前に、前記欠陥の位置情報に基づき、前記第2の撮像手段を前記位置情報に対応するワーク幅方向の座標位置に移動させる手順を備える、請求項1記載の印刷面の欠陥分析方法。
The second imaging means is an imaging means that images an imaging region narrower than that of the first imaging means.
A moving means for moving the second imaging means along a direction intersecting the flow direction of the work is provided.
The computer
The first aspect of the present invention, wherein the second imaging means is moved to a coordinate position in the work width direction corresponding to the position information based on the position information of the defect before the second imaging means is operated. Defect analysis method for printed surfaces.
前記印刷装置の下流側に印刷面をワークに定着させるための乾燥装置が設けられ、
前記第1の撮像手段を、前記乾燥装置よりも下流側の位置に設け、
前記第2の撮像手段を、前記乾燥装置と前記印刷装置との間の位置に設けてなる請求項1又は2記載の印刷面の欠陥分析方法。
A drying device for fixing the printed surface to the work is provided on the downstream side of the printing device.
The first imaging means is provided at a position downstream of the drying device.
The defect analysis method for a printed surface according to claim 1 or 2, wherein the second imaging means is provided at a position between the drying device and the printing device.
前記コンピュータが、請求項1〜3の何れか1項に記載の欠陥分析方法により記憶した印刷面の欠陥分析用の情報に基づき前記欠陥を分析する手順と、この分析結果に基づき前記印刷装置に設けられた所定の調整機構を制御する手順を備える印刷装置の調整方法。 The procedure for analyzing the defect based on the information for defect analysis on the printed surface stored by the computer by the defect analysis method according to any one of claims 1 to 3, and the printing apparatus based on the analysis result. An adjustment method for a printing apparatus comprising a procedure for controlling a predetermined adjustment mechanism provided. 前記コンピュータが、前記第2の撮像手段をさらに動作させ、前記調整機構を制御した後に印刷されたワークの印刷面における前記欠陥の位置に対応する領域を再度詳細に撮像させ、当該撮像された詳細な画像情報を分析し、この分析結果に基づき前記所定の調整機構をフィードバック制御する請求項4記載の印刷装置の調整方法。 The computer further operates the second imaging means, controls the adjusting mechanism, and then causes the region corresponding to the position of the defect on the printed surface of the printed work to be imaged again in detail, and the captured details are captured. The adjustment method of the printing apparatus according to claim 4, wherein the image information is analyzed and the predetermined adjustment mechanism is feedback-controlled based on the analysis result. 前記コンピュータが、前記調整機構を制御した後に印刷されたワークの印刷面の前記第1の撮像手段で得られる画像情報を分析し、この分析結果に基づき、前記所定の調整機構をフィードバック制御する請求項4又は5記載の印刷装置の調整方法。 A claim in which the computer analyzes the image information obtained by the first imaging means on the printed surface of the printed work after controlling the adjusting mechanism, and feedback-controls the predetermined adjusting mechanism based on the analysis result. Item 4. The method for adjusting the printing apparatus according to item 4 or 5. 前記調整機構が、見当ずれ調整機構、版圧調整機構、及びインク調整機構のうち少なくとも1つである請求項4〜6の何れか1項に記載の印刷装置の調整方法。 The method for adjusting a printing device according to any one of claims 4 to 6, wherein the adjustment mechanism is at least one of a misregistration adjustment mechanism, a plate pressure adjustment mechanism, and an ink adjustment mechanism. 印刷装置により印刷されたワークの印刷面を撮像する第1の撮像手段と、
同じく前記印刷装置により印刷されたワークの印刷面を撮像する第2の撮像手段であって、前記第1の撮像手段よりも前記印刷装置に近い上流側の位置に設けられ、前記第1の撮像手段よりも高い分解能でより詳細に撮像する第2の撮像手段と、
前記第1の撮像手段で得られる印刷面の画像情報と基準となる画像情報とを比較することにより欠陥及びその位置を特定する欠陥特定処理部、前記欠陥の位置情報に基づき前記第2の撮像手段を動作させて前記印刷面より後に印刷されたワークの印刷面における前記欠陥の位置に対応する領域を詳細に撮像させる撮像処理部、及び前記第2の撮像手段が撮像した前記領域の詳細な画像情報を欠陥分析用の情報として記憶する記憶処理部を有するコンピュータとを備えることを特徴とする印刷面の欠陥分析システム。
A first imaging means for imaging the printed surface of the workpiece printed by the printing apparatus, and
Similarly, it is a second imaging means for imaging the printed surface of the work printed by the printing apparatus, and is provided at a position on the upstream side closer to the printing apparatus than the first imaging means, and the first imaging means. A second imaging means that captures more detail with higher resolution than the means,
A defect identification processing unit that identifies defects and their positions by comparing the image information of the printed surface obtained by the first imaging means with the reference image information, and the second imaging based on the position information of the defects. An imaging processing unit that operates the means to capture in detail a region corresponding to the position of the defect on the printing surface of the work printed after the printing surface, and a detailed image of the region imaged by the second imaging means. A defect analysis system for a printed surface, which comprises a computer having a storage processing unit that stores image information as information for defect analysis.
前記第2の撮像手段が、前記第1の撮像手段よりも狭い撮像領域を撮像する撮像手段であり、
前記第2の撮像手段を前記ワークの流れ方向に交差する方向に沿って移動させる移動手段を備え、
前記コンピュータが、前記欠陥の位置情報に基づき前記移動手段を動作させ、前記第2の撮像手段を前記位置情報に対応するワーク幅方向の座標位置に移動させる移動処理部を有する請求項8記載の印刷面の欠陥分析システム。
The second imaging means is an imaging means that images an imaging region narrower than that of the first imaging means.
A moving means for moving the second imaging means along a direction intersecting the flow direction of the work is provided.
8. The eighth aspect of the present invention, wherein the computer has a movement processing unit that operates the moving means based on the position information of the defect and moves the second imaging means to a coordinate position in the work width direction corresponding to the position information. Defect analysis system for printed surfaces.
前記印刷装置の下流側に印刷面をワークに定着させるための乾燥装置が設けられており、
前記第1の撮像手段が、前記乾燥装置よりも下流側の位置に設けられ、
前記第2の撮像手段が、前記乾燥装置と前記印刷装置との間の位置に設けられている請求項8又は9記載の印刷面の欠陥分析システム。
A drying device for fixing the printed surface to the work is provided on the downstream side of the printing device.
The first imaging means is provided at a position downstream of the drying device.
The defect analysis system for a printed surface according to claim 8 or 9, wherein the second imaging means is provided at a position between the drying device and the printing device.
請求項8〜10の何れか1項に記載の印刷面の欠陥分析システムを有し、前記コンピュータが、前記記憶した印刷面の欠陥分析用の情報に基づき前記欠陥を分析する欠陥分析処理部と、この分析結果に基づき印刷装置に設けられた所定の調整機構を制御する調整処理部とを有する印刷装置の調整システム。 A defect analysis processing unit that has the defect analysis system for the printed surface according to any one of claims 8 to 10 and that the computer analyzes the defect based on the stored information for defect analysis of the printed surface. , An adjustment system for a printing apparatus having an adjustment processing unit for controlling a predetermined adjustment mechanism provided in the printing apparatus based on the analysis result. 前記コンピュータが、前記第2の撮像手段をさらに動作させ、前記調整機構を制御した後に印刷されたワークの印刷面における前記欠陥の位置に対応する領域を再度詳細に撮像させる再撮像処理部と、該再撮像処理部で撮像された詳細な画像情報を分析する再分析処理部とを備え、前記調整処理部が、この再分析の結果に基づき、前記所定の調整機構をフィードバック制御する請求項11記載の印刷装置の調整システム。 A reimaging processing unit in which the computer further operates the second imaging means to control the adjusting mechanism and then re-images a region corresponding to the position of the defect on the printed surface of the printed workpiece in detail. 11. The adjustment processing unit includes a reanalysis processing unit that analyzes detailed image information captured by the reimaging processing unit, and the adjustment processing unit feedback-controls the predetermined adjustment mechanism based on the result of the reanalysis. The adjustment system for the printing equipment described. 前記コンピュータが、前記調整機構を制御した後に印刷されたワークの印刷面の前記第1の撮像手段で得られる画像情報を分析する第2の分析処理部を備え、前記調整処理部が、この分析の結果に基づき、前記所定の調整機構をフィードバック制御する請求項11又は12記載の印刷装置の調整システム。 The computer includes a second analysis processing unit that analyzes image information obtained by the first imaging means on the print surface of the work printed after controlling the adjustment mechanism, and the adjustment processing unit performs this analysis. The adjustment system of the printing apparatus according to claim 11 or 12, wherein the predetermined adjustment mechanism is feedback-controlled based on the result of the above. 前記調整機構が、見当ずれ調整機構、版圧調整機構、及びインク調整機構のうち少なくとも1つである請求項11〜13の何れか1項に記載の印刷装置の調整システム。 The adjustment system for a printing device according to any one of claims 11 to 13, wherein the adjustment mechanism is at least one of a misregistration adjustment mechanism, a plate pressure adjustment mechanism, and an ink adjustment mechanism.
JP2016222057A 2016-11-15 2016-11-15 Defect analysis method on the printed surface and adjustment method of the printing device based on the defect analysis method, and defect analysis system on the printed surface and the adjustment system of the printing device having the defect analysis system. Active JP6948051B2 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP2016222057A JP6948051B2 (en) 2016-11-15 2016-11-15 Defect analysis method on the printed surface and adjustment method of the printing device based on the defect analysis method, and defect analysis system on the printed surface and the adjustment system of the printing device having the defect analysis system.

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
JP2016222057A JP6948051B2 (en) 2016-11-15 2016-11-15 Defect analysis method on the printed surface and adjustment method of the printing device based on the defect analysis method, and defect analysis system on the printed surface and the adjustment system of the printing device having the defect analysis system.

Publications (2)

Publication Number Publication Date
JP2018080955A JP2018080955A (en) 2018-05-24
JP6948051B2 true JP6948051B2 (en) 2021-10-13

Family

ID=62198827

Family Applications (1)

Application Number Title Priority Date Filing Date
JP2016222057A Active JP6948051B2 (en) 2016-11-15 2016-11-15 Defect analysis method on the printed surface and adjustment method of the printing device based on the defect analysis method, and defect analysis system on the printed surface and the adjustment system of the printing device having the defect analysis system.

Country Status (1)

Country Link
JP (1) JP6948051B2 (en)

Families Citing this family (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN115330769B (en) * 2022-10-12 2023-03-24 南通宝丽金属科技有限公司 Defect detection method for aluminum pipe surface scratching and indentation
CN119107601A (en) * 2024-09-03 2024-12-10 广州美泰包装科技有限公司 A digital printing enhancement system

Family Cites Families (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH06294749A (en) * 1993-04-09 1994-10-21 Nippon Electric Glass Co Ltd Flaw inspection method for plat glass
JP3990773B2 (en) * 1997-09-04 2007-10-17 大日本印刷株式会社 Image input method and apparatus
JPH11132720A (en) * 1997-10-30 1999-05-21 Matsushita Electric Ind Co Ltd Point defect detection apparatus and method
JPH11224892A (en) * 1998-02-05 1999-08-17 Nippon Inter Connection Systems Kk Tape carrier defect detection apparatus and defect detection method
JP2000292368A (en) * 1999-04-12 2000-10-20 Dac Engineering Kk Quality inspection device
JP4970901B2 (en) * 2006-10-30 2012-07-11 株式会社メガトレード Computer program for operating visual inspection device and review machine for visual inspection device
JP2014071067A (en) * 2012-10-01 2014-04-21 Dac Engineering Co Ltd Rewind inspection method, rewind inspection device, and rewind inspection system
JP6357864B2 (en) * 2014-05-15 2018-07-18 ダックエンジニアリング株式会社 Printing inspection apparatus and printing inspection method

Also Published As

Publication number Publication date
JP2018080955A (en) 2018-05-24

Similar Documents

Publication Publication Date Title
US9539803B2 (en) Method for detecting failed printing nozzles in inkjet printing systems and inkjet printing machine
DE10214531B4 (en) Methods and apparatus for measuring positions of continuous sheets
JP3288964B2 (en) Method and apparatus for monitoring printing
CN113524927B (en) Method and system for duplex printing
JP6289939B2 (en) Method for forming a printed image comprising a plurality of sections on a substrate using two ink jet print heads
CN107155094B (en) Using the vision inspections method of multiple video cameras
JP6948051B2 (en) Defect analysis method on the printed surface and adjustment method of the printing device based on the defect analysis method, and defect analysis system on the printed surface and the adjustment system of the printing device having the defect analysis system.
JP2011148254A (en) Light source control device and ink drying device
JP6969144B2 (en) Printing device and control method
KR102206780B1 (en) Control device and inspection device
JP2004130798A (en) Process and equipment for determining position and/or shape of mark on printed paper web
JP2010078485A (en) Method for inspecting printed matter
JP2012202957A (en) Defect position information generation device, defect confirmation system, and defect position information generation method
WO1995009359A1 (en) Imaging inspection system
JPH09226098A (en) Print inspection method and device and monitoring device for the device
US12122146B2 (en) Method for automated error management in a printing machine
US9531936B2 (en) Camera system, colour measuring system, and offset printing press
JP2025124276A (en) Printing surface defect analysis method and defect analysis system
JP2017222139A (en) Register control apparatus and method for printing press
JPH10175290A (en) Print inspection method and device
EP4275904B1 (en) Print quality control system for offset printing machine
US11787169B2 (en) Apparatus for inspecting printed images and method for validating inspection algorithms
JP2009250612A (en) Print pattern inspection device and method
JP2001038885A (en) Method and apparatus for detecting defective printing
JPH0431307B2 (en)

Legal Events

Date Code Title Description
A621 Written request for application examination

Free format text: JAPANESE INTERMEDIATE CODE: A621

Effective date: 20190809

A977 Report on retrieval

Free format text: JAPANESE INTERMEDIATE CODE: A971007

Effective date: 20200529

A131 Notification of reasons for refusal

Free format text: JAPANESE INTERMEDIATE CODE: A131

Effective date: 20200804

A601 Written request for extension of time

Free format text: JAPANESE INTERMEDIATE CODE: A601

Effective date: 20201005

A02 Decision of refusal

Free format text: JAPANESE INTERMEDIATE CODE: A02

Effective date: 20201208

C60 Trial request (containing other claim documents, opposition documents)

Free format text: JAPANESE INTERMEDIATE CODE: C60

Effective date: 20210308

C116 Written invitation by the chief administrative judge to file amendments

Free format text: JAPANESE INTERMEDIATE CODE: C116

Effective date: 20210323

C22 Notice of designation (change) of administrative judge

Free format text: JAPANESE INTERMEDIATE CODE: C22

Effective date: 20210323

C22 Notice of designation (change) of administrative judge

Free format text: JAPANESE INTERMEDIATE CODE: C22

Effective date: 20210518

C23 Notice of termination of proceedings

Free format text: JAPANESE INTERMEDIATE CODE: C23

Effective date: 20210713

C03 Trial/appeal decision taken

Free format text: JAPANESE INTERMEDIATE CODE: C03

Effective date: 20210818

C30A Notification sent

Free format text: JAPANESE INTERMEDIATE CODE: C3012

Effective date: 20210818

A61 First payment of annual fees (during grant procedure)

Free format text: JAPANESE INTERMEDIATE CODE: A61

Effective date: 20210910

R150 Certificate of patent or registration of utility model

Ref document number: 6948051

Country of ref document: JP

Free format text: JAPANESE INTERMEDIATE CODE: R150

R250 Receipt of annual fees

Free format text: JAPANESE INTERMEDIATE CODE: R250