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SYSTEMS AND METHODS FOR MONITORING AND CONTROLLING INDUSTRIAL PROCESSES

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  • Title:
    SYSTEMS AND METHODS FOR MONITORING AND CONTROLLING INDUSTRIAL PROCESSES
  • Author: Frackowiak, Leszek ; Frackowiak, Slawek
  • Subjects: ACCESSORIES FOR PAPER-MAKING MACHINES ; CALENDERS ; METHODS OF PRODUCING PAPER THEREON ; PAPER-MAKING ; PAPER-MAKING MACHINES ; PRODUCTION OF CELLULOSE ; TEXTILES
  • Description: 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.
  • Creation Date: 2024
  • Language: English
  • Source: esp@cenet
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