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Title: US6519534: Paper web breakage prediction using bootstrap aggregation of classification and regression trees
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Country: US United States of America

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32 pages

 
Inventor: Chen, Yu-To; Pleasanton, CA
Bonissone, Piero Patrone; Schenectady, NY

Assignee: General Electric Company, Niskayuna, NY
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Published / Filed: 2003-02-11 / 2001-08-13

Application Number: US2001000929536

IPC Code: Advanced: D21F 7/04; G01N 33/34; G06K 9/62;
Core: D21F 7/00; more...
IPC-7: G01B 5/30;

ECLA Code: G06K9/00P; D21F7/04; G01N33/34B; G06K9/62B;

U.S. Class: 702/034; 073/865.8; 702/182;

Field of Search: 702/034,182,35,36,85,115,183,184 162/263 073/598,606,649,767,794,865.8 034/117,445 700/078,79,80,83

Priority Number:
2001-08-13  US2001000929536
2000-05-30  US2000000583154

Abstract:     System and method for predicting web breaks in a paper machine. Principal components analysis and an aggregated classification and regression tree (CART) model are used to predict web break sensitivity from measurements taken from a paper mill where the paper machine is located.

Attorney, Agent or Firm: Goldman, David C. ; Johnson, Noreen C. ;

Primary / Asst. Examiners: Hoff, Marc S.; Raymond, Edward

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Related Applications:
Application Number Filed Patent Pub. Date  Title
US2000000583154 2000-05-30       


       
Parent Case:     This is a continuation-in-part of Ser. No. 09/583,154 filed May 30, 2000.

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First Claim:
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What is claimed is:     1. A system for predicting a web break in a paper machine located about a paper mill, comprising:
  • a paper mill database containing a plurality of measurements obtained from the paper mill, each of the plurality of measurements relating to a predetermined paper machine variable;
  • a processor for processing each of the plurality of measurements into break sensitivity data; and
  • an aggregated break predictor responsive to the processor for predicting a web break sensitivity within the paper machine from the plurality of processed measurements.


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Forward References: Show 3 U.S. patent(s) that reference this one

       
U.S. References: Go to Result Set: All U.S. references   |  Forward references (3)   |   Backward references (5)   |   Citation Link

Buy
PDF
Patent  Pub.Date  Inventor Assignee   Title
Buy PDF- 15pp US5013403  1991-05 Chase  Measurex Corporation Process for continuous determination of paper strength
Buy PDF- 15pp US5104488  1992-04 Chase  Measurex Corporation System and process for continuous determination and control of paper strength
Buy PDF- 19pp US5314581  1994-05 Lin et al.  Betz PaperChem, Inc. Apparatus for simulating processing parameters and predicting variables in a papermaking operation including sequential pulsation, gravity and vacuum drainage, fines retention and paper formation
Buy PDF- 21pp US5884415  1999-03 Sims et al.  Beloit Technologies, Inc. Paper making machine providing curl control
Buy PDF- 6pp US6319362  2001-11 Huhtelin et al.  Metso Paper Automation Oy Method and equipment for controlling properties of paper
       
Foreign References: None

Continuity Data:
Application Number Filed Notes

>US2001000929536< 2001-08-13  is a continuation in part of
US2000000583154  2000-05-30   (pending) [presumed granted]
     US6498993 issued 2002-12-24   Paper web breakage prediction using bootstrap aggregation of classification and regression trees


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