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公开(公告)号：US20240044079A1
公开(公告)日：2024-02-08
申请号：US18212548
申请日：2023-06-21
Applicant: Industrial Video Solutions Inc.
Inventor： Slawek Frackowiak , Leszek Frackowiak
CPC classification number: D21F7/04 , D21F7/003 , D21F7/06 , D21G9/0054
Abstract: Aspects of the present invention provide methods, systems, and/or the like for: (1) receiving current thermal imaging data for a portion of a paper web in the paper manufacturing process; (2) determining force data for the portion of the paper web; (3) processing, to produce a first data analysis result, current thermal imaging data, the force data, and paper profile data using a machine-learning model trained with respective historical thermal imaging data, respective historical force data, and respective paper profile data for each respective prior paper breakage event in a set of prior paper breakage events; (4) generating, based on the first data analysis result, a prediction as to an occurrence of the paper break on the portion of the paper web; (5) identifying a preventative action based on the prediction; and (6) facilitating performance of the preventative action.
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公开(公告)号：US12198438B2
公开(公告)日：2025-01-14
申请号：US18600272
申请日：2024-03-08
Applicant: Industrial Video Solutions Inc.
Inventor： Slawek Frackowiak , Leszek Frackowiak
Abstract: Aspects of the present invention provide methods, systems, and/or the like for: (1) receiving first imaging data from a first imaging device, the first imaging data comprising imaging data for at least a first portion of an article of manufacture during a manufacturing process; (2) receiving second imaging data from a second imaging device, the second imaging data comprising imaging data for at least the first portion of an article of manufacture during a manufacturing process; (3) receiving event data associated with a manufacturing event associated with the article of manufacture during the manufacturing process; (4) processing, to produce a first data analysis result, the first imaging data, the second imaging data, and the event data using a machine-learning model trained with historical imaging data and historical manufacturing event data; (5) determining based on the first data analysis result, an origin of the manufacturing event.
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公开(公告)号：US12130249B2
公开(公告)日：2024-10-29
申请号：US18431571
申请日：2024-02-02
Applicant: Industrial Video Solutions Inc.
Inventor： Slawek Frackowiak , Leszek Frackowiak
CPC classification number: G01N25/56 , G01J5/025 , G01J2005/0077
Abstract: Aspects of the present invention provide methods, systems, and/or the like for: (1) receiving current thermal imaging data for a portion of a paper web in the paper manufacturing process; (2) determining force data for the portion of the paper web; (3) processing, to produce a first data analysis result, current thermal imaging data, the force data, and paper profile data using a machine-learning model trained with respective historical thermal imaging data, respective historical force data, and respective paper profile data for each respective prior paper breakage event in a set of prior paper breakage events; (4) generating, based on the first data analysis result, a prediction as to an occurrence of the paper break on the portion of the paper web; (5) identifying a preventative action based on the prediction; and (6) facilitating performance of the preventative action.
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公开(公告)号：US11816893B1
公开(公告)日：2023-11-14
申请号：US18131920
申请日：2023-04-07
Applicant: Industrial Video Solutions Inc.
Inventor： Slawek Frackowiak , Leszek Frackowiak
IPC: G06K9/00 , G06V20/40 , G05B19/418
CPC classification number: G06V20/41 , G05B19/41865 , G05B19/4185
Abstract: Various embodiments include methods, apparatuses, systems, and computing devices that are configured to: (1) receive media of a processing region of an industrial process, where the processing region comprises at least one object, the media comprises a plurality of media elements, and each of the media elements comprises a field of view of the at least one object; (2) identify based on an area of interest, a set of pixels, wherein the field of view comprises the area of interest; (3) for each media element of the plurality of media elements: (a) extract an attribute value from each pixel of the set of pixels found in the media element, and (b) construct a respective array comprising each attribute value; (4) combine each of the respective arrays in a data structure; and (5) analyze the data structure to provide data on a processing parameter associated with the industrial process.
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公开(公告)号：US20240212356A1
公开(公告)日：2024-06-27
申请号：US18600272
申请日：2024-03-08
Applicant: Industrial Video Solutions Inc.
Inventor： Slawek Frackowiak , Leszek Frackowiak
CPC classification number: G06V20/52 , G06T5/50 , G06T7/0008 , G06V20/44 , G06T2207/10048 , G06T2207/20221 , G06T2207/30124 , G06T2207/30136
Abstract: Aspects of the present invention provide methods, systems, and/or the like for: (1) receiving first imaging data from a first imaging device, the first imaging data comprising imaging data for at least a first portion of an article of manufacture during a manufacturing process; (2) receiving second imaging data from a second imaging device, the second imaging data comprising imaging data for at least the first portion of an article of manufacture during a manufacturing process; (3) receiving event data associated with a manufacturing event associated with the article of manufacture during the manufacturing process; (4) processing, to produce a first data analysis result, the first imaging data, the second imaging data, and the event data using a machine-learning model trained with historical imaging data and historical manufacturing event data; (5) determining based on the first data analysis result, an origin of the manufacturing event.
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Patent Agency Ranking
公开(公告)号：US20240175831A1
公开(公告)日：2024-05-30
申请号：US18431571
申请日：2024-02-02
Applicant: Industrial Video Solutions Inc.
Inventor： Slawek Frackowiak , Leszek Frackowiak
CPC classification number: G01N25/56 , G01J5/025 , G01J2005/0077
Abstract: Aspects of the present invention provide methods, systems, and/or the like for: (1) receiving current thermal imaging data for a portion of a paper web in the paper manufacturing process; (2) determining force data for the portion of the paper web; (3) processing, to produce a first data analysis result, current thermal imaging data, the force data, and paper profile data using a machine-learning model trained with respective historical thermal imaging data, respective historical force data, and respective paper profile data for each respective prior paper breakage event in a set of prior paper breakage events; (4) generating, based on the first data analysis result, a prediction as to an occurrence of the paper break on the portion of the paper web; (5) identifying a preventative action based on the prediction; and (6) facilitating performance of the preventative action.
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公开(公告)号：US11846930B1
公开(公告)日：2023-12-19
申请号：US18131926
申请日：2023-04-07
Applicant: Industrial Video Solutions Inc.
Inventor： Slawek Frackowiak , Leszek Frackowiak
IPC: G06T7/00 , G05B19/4155 , G06T7/11 , G06V10/60 , G06V10/75
CPC classification number: G05B19/4155 , G06T7/0004 , G06T7/11 , G06V10/60 , G06V10/751 , G05B2219/31372 , G06T2207/30124
Abstract: Various embodiments of the present invention provide methods, apparatuses, systems, computing devices, computing entities, and/or the like for monitoring and/or controlling processing parameters for an industrial process. In various embodiments, a method is provided that comprises: receiving media of a processing region of an industrial process that comprises an object, wherein the media comprises media elements, and each media element comprises a field of view of the object; identifying a set of pixels found in the area of interest; and for each media element: extracting an attribute value from each pixel found in the media element; constructing an attribute profile comprising the attribute value for each pixel; mapping the attribute profile to a mapped profile that comprises at least one property value that correlates to at least one attribute value; and providing the mapped profile to a control system to use in controlling processing parameters of the industrial process.
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公开(公告)号：US12169400B2
公开(公告)日：2024-12-17
申请号：US18767569
申请日：2024-07-09
Applicant: Industrial Video Solutions Inc.
Inventor： Slawek Frackowiak , Leszek Frackowiak
IPC: G06T7/00 , G05B19/418
Abstract: Aspects of the present invention provide methods, systems, and/or the like for: (1) receiving first imaging data from a first imaging device, the first imaging data comprising infrared imaging data for at least a first portion of an article of manufacture during a manufacturing process; (2) deriving moisture profile data from the infrared imaging data the infrared imaging data; and (3) providing the moisture profile data to a quality control system for use in cross-direction and machine-direction control. In some aspects, the first imaging device may be placed in any suitable location along a papermaking or other manufacturing process to provide real-time, full-width moisture profiles of a paper web at any location in the process. They system may be utilized at papermaking startup and implemented to optimize paper machine dewatering on a component-by-component basis.
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公开(公告)号：US20240361756A1
公开(公告)日：2024-10-31
申请号：US18767569
申请日：2024-07-09
Applicant: Industrial Video Solutions Inc.
Inventor： Slawek Frackowiak , Leszek Frackowiak
IPC: G05B19/418
CPC classification number: G05B19/41865
Abstract: Aspects of the present invention provide methods, systems, and/or the like for: (1) receiving first imaging data from a first imaging device, the first imaging data comprising infrared imaging data for at least a first portion of an article of manufacture during a manufacturing process; (2) deriving moisture profile data from the infrared imaging data the infrared imaging data; and (3) providing the moisture profile data to a quality control system for use in cross-direction and machine-direction control. In some aspects, the first imaging device may be placed in any suitable location along a papermaking or other manufacturing process to provide real-time, full-width moisture profiles of a paper web at any location in the process. They system may be utilized at papermaking startup and implemented to optimize paper machine dewatering on a component-by-component basis.
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公开(公告)号：US20240255932A1
公开(公告)日：2024-08-01
申请号：US18600258
申请日：2024-03-08
Applicant: Industrial Video Solutions Inc.
Inventor： Slawek Frackowiak , Leszek Frackowiak
IPC: G05B19/418
CPC classification number: G05B19/41875 , G05B2219/32368
Abstract: Aspects of the present invention provide methods, systems, and/or the like for: (1) determining temperature data for at least part of an article of manufacture in a manufacturing process; (2) analyzing the temperature data to identify a first portion of the article of manufacture having a temperature that deviates from a surrounding portion of the first portion, the first portion comprising: at least one hot spot, at least one hot streak, at least one cold spot, or at least one cold streak on the article of manufacture; (3) determining, for the first portion of the article of manufacture, a set of properties related to the temperature: (4) processing the set of properties using at least one of a rules-based model, a machine-learning model, or a classification model to produce a defect classification; and (5) providing an indication of the defect classification for display on a computing device.
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