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Title: US7395188: System and method for equipment life estimation
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Country: US United States of America

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13 pages

 
Inventor: Goebel, Kai Frank; Mountain View, CA, United States of America
Bonissone, Piero Patrone; Schenectady, NY, United States of America
Yan, Weizhong; Clifton Park, NY, United States of America
Eklund, Neil Holger White; Schenectady, NY, United States of America
Xue, Feng; Clifton Park, NY, United States of America
Qiu, Hai; Clifton Park, NY, United States of America

Assignee: General Electric Company, Niskayuna, NY, United States of America
other patents from GENERAL ELECTRIC COMPANY (218550) (approx. 30,796)
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Published / Filed: 2008-07-01 / 2006-12-07

Application Number: US2006000608076

IPC Code: Advanced: G06F 11/30; G21C 17/00;

U.S. Class: 702/184;

Field of Search: 702/179-185

Priority Number:
2006-12-07  US2006000608076

Abstract:     A method to predict equipment life is disclosed. The method includes making available a set of input parameters, and defining a model of a health of the equipment as a function of the set of input parameters. The method continues with receiving at least one signal representative of a respective one of an actual sensor output relating to an actual operation attribute margin of the equipment, predicting a remaining useful equipment life based upon a sequence of outputs of the model of the health of the equipment, and generating a signal corresponding to the remaining useful equipment life.

Attorney, Agent or Firm: Asmus, Scott J. ;

Primary / Asst. Examiners: Nghiem, Michael P;

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First Claim:
Show all 22 claims
    1. A method to predict equipment life comprising:

making available a set of input parameters, wherein the making available comprises making available an operating condition, a degraded abnormal health condition, and a deterioration condition;

executing a computational model with the set of input parameters to define at least one modeled operation attribute margin;

comparing the modeled operation attribute margin defined using the set of input parameters absent the degraded abnormal health condition with a corresponding modeled operation attribute margin defined using the set of input parameters comprising the degraded abnormal health condition to develop a normalized operation attribute margin;

defining a health index based upon the normalized operation attribute margin; defining a model of a health of the equipment as a function of the set of input parameters;

receiving from the model of the health of the equipment at least one signal representative of a respective one of an actual sensor output relating to an actual operation attribute margin of the equipment;

predicting a remaining useful equipment life based upon a sequence of outputs of the model of the health of the equipment; and

generating a signal corresponding to the remaining useful equipment life.



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U.S. References: Go to Result Set: All U.S. references   |  No patents reference this one   |   Backward references (14)   |   Citation Link

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Patent  Pub.Date  Inventor Assignee   Title
Buy PDF- 40pp US5210704  1993-05 Husseiny  Technology International Incorporated System for prognosis and diagnostics of failure and wearout monitoring and for prediction of life expectancy of helicopter gearboxes and other rotating equipment
Buy PDF- 29pp US6466877  2002-10 Chen et al.  General Electric Company Paper web breakage prediction using principal components analysis and classification and regression trees
Buy PDF- 32pp US6519534  2003-02 Chen et al.  General Electric Company Paper web breakage prediction using bootstrap aggregation of classification and regression trees
Buy PDF- 7pp US6748341  2004-06 Crowder, Jr.   Method and device for machinery diagnostics and prognostics
Buy PDF- 26pp US6853951  2005-02 Jarrell et al.  Battelle Memorial Institute Methods and systems for analyzing the degradation and failure of mechanical systems
Buy PDF- 19pp US6928370  2005-08 Anuzis et al.  Oxford Biosignals Limited Health monitoring
Buy PDF- 58pp US7027953  2006-04 Klein  RSL Electronics Ltd. Method and system for diagnostics and prognostics of a mechanical system
Buy PDF- 67pp US20040236450A1  2004-11 Bryant et al.   Model-based machine diagnostics and prognostics using theory of noise and communications
Buy PDF- 12pp US20040236563A1  2004-11 Rachlin   Method and apparatus for prognosticating performance of a dynamic system influenced by planned human activities
Buy PDF- 23pp US20050001627A1  2005-01 Anbuky et al.   Apparatus, methods and computer program products for estimation of battery reserve life using adaptively modified state of health indicator-based reserve life models
Buy PDF- 12pp US20050005186A1  2005-01 Goebel et al.   Method, system and computer product for estimating a remaining equipment life
Buy PDF- 22pp US20050165520A1  2005-07 Ariyur   Trending system
Buy PDF- 22pp US20050171736A1  2005-08 Kang   Health monitoring and diagnostic/prognostic system for an ORC plant
Buy PDF- 23pp US20070198215A1  2007-08 Bonanni et al.   Method, system, and computer program product for performing prognosis and asset management services
       
Foreign References: None

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