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Accession Number N20120012591
Title Integrated Approach for Gear Health Prognostics.
Publication Date May 2012
Media Count 9p
Personal Author D. He E. Bechhoefer J. Ma P. Dempsey
Abstract In this paper, an integrated approach for gear health prognostics using particle filters is presented. The presented method effectively addresses the issues in applying particle filters to gear health prognostics by integrating several new components into a particle filter: (1) data mining based techniques to effectively define the degradation state transition and measurement functions using a one-dimensional health index obtained by whitening transform; (2) an unbiased l-step ahead RUL estimator updated with measurement errors. The feasibility of the presented prognostics method is validated using data from a spiral bevel gear case study.
Keywords Data mining
Feasibility analysis
Filters
Gear teeth
Mathematical models
Mechanical engineering
Service life
Spiral bevel gears
State estimation
Systems health monitoring
Systems integration
Vibration measurement


 
Source Agency National Aeronautics and Space Administration
NTIS Subject Category 94 - Industrial & Mechanical Engineering
51B - Aeronautics
Corporate Author National Aeronautics and Space Administration, Cleveland, OH. NASA John H. Glenn Research Center at Lewis Field.
Document Type Conference proceedings
Title Note N/A
NTIS Issue Number 1303
Contract Number N/A

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