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Volumn 365, Issue 1851, 2007, Pages 493-514

Static and dynamic novelty detection methods for jet engine health monitoring

Author keywords

Expectation maximization; Health monitoring; Kalman filtering; Novelty detection; Support vector machines

Indexed keywords


EID: 33846981146     PISSN: 1364503X     EISSN: None     Source Type: Journal    
DOI: 10.1098/rsta.2006.1931     Document Type: Article
Times cited : (74)

References (23)
  • 5
    • 0003502435 scopus 로고
    • Gelb, A, ed, Cambridge, MA: MIT Press
    • Gelb, A. (ed.) 1974 Applied optimal estimation. Cambridge, MA: MIT Press.
    • (1974) Applied optimal estimation
  • 6
    • 0003423085 scopus 로고    scopus 로고
    • Parameter estimation for linear dynamical systems
    • Report no. CRG-TR-96-2, University of Toronto, Canada
    • Ghahramani, Z. & Hinton G. E. 1996 Parameter estimation for linear dynamical systems. Report no. CRG-TR-96-2, University of Toronto, Canada.
    • (1996)
    • Ghahramani, Z.1    Hinton, G.E.2
  • 7
    • 84899013252 scopus 로고    scopus 로고
    • Support vector novelty detection applied to jet engine vibration spectra
    • ed. T. K. Leen, T. G. Dietterich & V. Tresp, pp, Cambridge, MA: MIT Press
    • Hayton, P., Schölkopf, B., Tarassenko, L. & Anuzis, P. 2001 Support vector novelty detection applied to jet engine vibration spectra. In Advances in neural information processing systems 13 (ed. T. K. Leen, T. G. Dietterich & V. Tresp), pp. 946-952, Cambridge, MA: MIT Press.
    • (2001) Advances in neural information processing systems 13 , pp. 946-952
    • Hayton, P.1    Schölkopf, B.2    Tarassenko, L.3    Anuzis, P.4
  • 8
    • 0037088407 scopus 로고    scopus 로고
    • Particle filtering-based fault detection in non-linear stochastic systems
    • doi:10.1080/00207720110102566
    • Kadirkamanathan, V., Li, P., Jaward, M. H. & Fabri, S. G. 2002 Particle filtering-based fault detection in non-linear stochastic systems. Int. J. Syst. Sci. 33, 259-265. (doi:10.1080/00207720110102566)
    • (2002) Int. J. Syst. Sci , vol.33 , pp. 259-265
    • Kadirkamanathan, V.1    Li, P.2    Jaward, M.H.3    Fabri, S.G.4
  • 10
    • 0036239796 scopus 로고    scopus 로고
    • Artificial neural network models for fault detection and isolation of industrial processes
    • Korbicz, J. & Janczak, A. 2002 Artificial neural network models for fault detection and isolation of industrial processes. Comput. Assist. Mach. Eng. Sci. 9, 55-69.
    • (2002) Comput. Assist. Mach. Eng. Sci , vol.9 , pp. 55-69
    • Korbicz, J.1    Janczak, A.2
  • 11
    • 85020775659 scopus 로고    scopus 로고
    • Murphy, K. 1998-2002 Bayes network Kalman filtering toolbox. http://www.ai.mit.edu/~murphyk, now at http://www.cs.ubc.ca/~murphyk.
    • Murphy, K. 1998-2002 Bayes network Kalman filtering toolbox. http://www.ai.mit.edu/~murphyk, now at http://www.cs.ubc.ca/~murphyk.
  • 12
    • 0142063407 scopus 로고    scopus 로고
    • Novelty detection: A review - part 1: statistical approaches
    • doi:10.1016/j.sigpro.2003.07.018
    • Markou, M. & Singh, S. 2003 Novelty detection: a review - part 1: statistical approaches. Signal Process. 83, 2481-2497. (doi:10.1016/j.sigpro.2003.07.018)
    • (2003) Signal Process , vol.83 , pp. 2481-2497
    • Markou, M.1    Singh, S.2
  • 14
    • 0036709275 scopus 로고    scopus 로고
    • Constructing boosting algorithms from SVMs: An application to one-class classification
    • doi:10.1109/TPAMI.2002.1033211
    • Rätsch, G., Mika, S., Schölkopf, B. & Müller, K. R. 2002 Constructing boosting algorithms from SVMs: an application to one-class classification. IEEE Tran. Pattern Anal. Mach. Intell. 24, 1184-1199. (doi:10.1109/TPAMI.2002.1033211)
    • (2002) IEEE Tran. Pattern Anal. Mach. Intell , vol.24 , pp. 1184-1199
    • Rätsch, G.1    Mika, S.2    Schölkopf, B.3    Müller, K.R.4
  • 15
    • 85020775973 scopus 로고    scopus 로고
    • Rolls-Royce plc 1986 The jet engine. 4th edn. Derby, UK: Rolls-Royce plc.
    • Rolls-Royce plc 1986 The jet engine. 4th edn. Derby, UK: Rolls-Royce plc.
  • 16
    • 0033556862 scopus 로고    scopus 로고
    • A unifying review of linear Gaussian models
    • doi:10.1162/ 089976699300016674
    • Roweis, S. & Ghahramani, Z. 1999 A unifying review of linear Gaussian models. Neural Comput. 11, 305-345. (doi:10.1162/ 089976699300016674)
    • (1999) Neural Comput , vol.11 , pp. 305-345
    • Roweis, S.1    Ghahramani, Z.2
  • 17
    • 84887006810 scopus 로고
    • A nonlinear mapping for data structure analysis
    • Sammon, J. W. 1969 A nonlinear mapping for data structure analysis. IEEE Trans. Comput. 18, 401-409.
    • (1969) IEEE Trans. Comput , vol.18 , pp. 401-409
    • Sammon, J.W.1
  • 18
    • 0038091288 scopus 로고    scopus 로고
    • Estimating the support of a high-dimensional distribution
    • Report no. TR MSR 99-87, Microsoft Research. Redmond, WA
    • Schölkopf, B., Platt, J., Shawe-Taylor, J., Smola, A. J. & Williamson, R. C. 1999 Estimating the support of a high-dimensional distribution. Report no. TR MSR 99-87, Microsoft Research. Redmond, WA.
    • (1999)
    • Schölkopf, B.1    Platt, J.2    Shawe-Taylor, J.3    Smola, A.J.4    Williamson, R.C.5
  • 19
    • 4243890535 scopus 로고    scopus 로고
    • Kernel method for percentile feature extraction
    • Report no. TR MSR, 2000-22, Microsoft Research, Redmond, WA
    • Schölkopf, B., Platt J. & Smola, A. J. 2000a Kernel method for percentile feature extraction. Report no. TR MSR, 2000-22, Microsoft Research, Redmond, WA.
    • (2000)
    • Schölkopf, B.1    Platt, J.2    Smola, A.J.3
  • 21
    • 0345267230 scopus 로고    scopus 로고
    • Shadow targets: A novel algorithm for topographic projections by radial basis functions
    • doi:10.1016/S0925-2312(97)00066-0
    • Tipping, M. E. & Lowe, D. 1998 Shadow targets: a novel algorithm for topographic projections by radial basis functions. Neurocomputing 19, 211-222. (doi:10.1016/S0925-2312(97)00066-0)
    • (1998) Neurocomputing , vol.19 , pp. 211-222
    • Tipping, M.E.1    Lowe, D.2
  • 23
    • 0037443770 scopus 로고    scopus 로고
    • A review of process fault detection and diagnosis - part I: Quantitative model-based methods
    • doi:10.1016/S0098-1354(02)00160-6
    • Venkatasubramanian, V., Rengaswamy, R., Yin, K. & Kawuri, S. N. 2003 A review of process fault detection and diagnosis - part I: quantitative model-based methods. Comput. Chem. Eng. 27, 293-311. (doi:10.1016/S0098-1354(02)00160-6)
    • (2003) Comput. Chem. Eng , vol.27 , pp. 293-311
    • Venkatasubramanian, V.1    Rengaswamy, R.2    Yin, K.3    Kawuri, S.N.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.