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Original Articles

On feature extraction for condition monitoring using time series analysis and distance techniques

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Pages 1-24 | Received 17 Dec 1998, Published online: 24 Oct 2007

References

  • Moon , F. 1987 . “ Chaotic vibrations ” . In An introduction for applied scientists and engineers , J. Wiley & Sons Inc. .
  • Hilborn , R. 1994 . Chaos and Nonlinear Dynamics , Oxford University Press .
  • Wolf , A. , Swift , Awinney and Vastano . 1985 . Determining Liapunov exponents from a time series . Physica , 16 D : 285 – 317 .
  • Wolf , A. 1986 . “ Quantifying chaos with Liapunov exponents ” . In Chaos Edited by: Holden , A.
  • Gencay , W. and Dechert , W. 1992 . An algorithm for n Liapunov exponents of an n-dimensional unknown dynamic system . Physica D , 59 : 142 – 157 .
  • Mathew , J. 1997 . Some recent advances in signal processing for vibration monitoring . Proc. Fifth Internat. Congress Sound and Vibration . December 15–18 1997 , Adelaide. pp. 903 – 918 . South Australia
  • Lashkari , K. , Friedlander , B. , Abel , J. and McQuiston , B. 1988 . Classification of transient signals . IEEE Transactions Signal Processing , : 2689 – 2692 .
  • Pan , M.-Ch. , Van Brussel , H. , Sas , P. and Verbeure , B. 1998 . Fault diagnosis of joint backlash . Trans. ASME, Journal of Vibration and Acoustics , 120 ( 1 ) : 13 – 24 .
  • Abarbanel , H. 1996 . Analysis of observed chaotic data , Springer .
  • Krantz , H. and Schreiber , T. 1997 . Nonlinear time series analysis , Cambridge University Press .
  • Pan , M.-Ch. , Van Brussel , H. , Sas , P. and Verbeure , B. Detection and quantification of the link-joint backlash of a robot- time-frequency signal representation and feature extraction . 407 – 421 . ISMA 19- Tools for Noise and Vibration
  • Braun , S. , ed. 1986 . Mechanical Signature Analysis. Theory and Applications , Academic Press .
  • Trendafilova , I. and Van Brussel , H. 1999 . “ Condition Monitoring as a classification and a pattern recognition problem ” . In Nonlinear dynamics tools for condition monitoring , KULeuven . Internal Report
  • Trendafilova , I. 1992 . On a method for mechanical–mathematical model identification using a stochastic pattern recognition approach . European Journal of Mechanics, A/Solids , II ( N 6 ) : 767 – 779 .
  • Worden , K. , Manson , G. , Fieller , N. R. J. and Curtis , S. 1998 . Damage detection using multivariate statistics, Part I: Outlier analysis . Proc. ISMA 23, Noise and Vibration Engineering Conference . 1998 , Leuven, Belgium. pp. 73 – 79 .
  • Worden , K. 1998 . Damage detection using multivariate statistics, Part II: Kernel density estimation . Proc. ISMA 23, Noise and Vibration Engineering Conference . 1998 , Leuven, Belgium. pp. 81 – 89 .
  • Tou , J. and Gonzales , R. 1978 . Pattern recognition principles , Addison Wesley Publ. Comp. .
  • Rosenstein , M. P. , Collins , J. J. and De Luca , C. J. 1993 . A practical method for calculating largest Liapunov exponents from small data sets . Physica D , 65 : 117
  • Fukunaga and Keinozuke . 1990 . Introduction to statistical pattern recognition , New York : Academic Press .

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