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Volumn 1, Issue , 2014, Pages

Sensor fusion for fault detection and classification in distributed physical processes

Author keywords

fault detection; sensor fusion; sensor network pruning; spatiotemporal patterns; symbolic dynamics

Indexed keywords


EID: 85048727288     PISSN: None     EISSN: 22969144     Source Type: Journal    
DOI: 10.3389/frobt.2014.00016     Document Type: Article
Times cited : (35)

References (28)
  • 1
    • 84885594094 scopus 로고    scopus 로고
    • An inner product space on irreducible and synchronizable probabilistic finite state automata
    • Adenis, P., Wen, Y., and Ray, A. (2012). An inner product space on irreducible and synchronizable probabilistic finite state automata. Math. Control Signals Syst. 23, 281–310. doi:10.1007/s00498-012-0075-1
    • (2012) Math. Control Signals Syst. , vol.23 , pp. 281-310
    • Adenis, P.1    Wen, Y.2    Ray, A.3
  • 2
    • 10944251332 scopus 로고    scopus 로고
    • Particle methods for change detection, system identification, and control
    • Andrieu, C., Doucet, A., Singh, S., and Tadic, V. B. (2004). Particle methods for change detection, system identification, and control. Proc. IEEE 92, 423–438. doi:10.1109/JPROC.2003.823142
    • (2004) Proc. IEEE , vol.92 , pp. 423-438
    • Andrieu, C.1    Doucet, A.2    Singh, S.3    Tadic, V.B.4
  • 3
    • 84883542154 scopus 로고    scopus 로고
    • Performance comparison of feature extraction algorithms for target detection and clas-sification
    • Bahrampour, S., Ray,A., Sarkar, S., Damarla, T., and Nasrabadi, N. M. (2013). Performance comparison of feature extraction algorithms for target detection and clas-sification. Pattern Recognit. Lett. 34, 2126–2134. doi:10.1016/j.patrec.2013.06.021
    • (2013) Pattern Recognit. Lett. , vol.34 , pp. 21262134
    • Bahrampour, S.1    Ray, A.2    Sarkar, S.3    Damarla, T.4    Nasrabadi, N.M.5
  • 5
    • 0000552986 scopus 로고    scopus 로고
    • Mutual information relevance net-works:Functional genomic clustering using pairwise entropy measurements
    • Island of Oahu, Hawaii
    • Butte, A. J., and Kohane, I. S. (2000). “Mutual information relevance net-works:functional genomic clustering using pairwise entropy measurements,” in Pacific Symposium on Biocomputing (Island of Oahu, Hawaii), 418–429.
    • (2000) Pacific Symposium on Biocomputing , pp. 418429
    • Butte, A.J.1    Kohane, I.S.2
  • 7
    • 33750071718 scopus 로고    scopus 로고
    • A scoring function for learning Bayesian networks based on mutual information and conditional independence tests
    • de Campos, L. M. (2006). A scoring function for learning Bayesian networks based on mutual information and conditional independence tests. J. Mach. Learn. Res. 7, 2149–2187.
    • (2006) J. Mach. Learn. Res. , vol.7 , pp. 21492187
    • de Campos, L.M.1
  • 8
    • 69949112755 scopus 로고    scopus 로고
    • Mining abnormal patterns from heterogeneous time-series with irrelevant fea-tures for fault event detection
    • Fujimaki, R., Nakata, T., Tsukahara, H., Sato, A., and Yamanishi, K. (2009). Mining abnormal patterns from heterogeneous time-series with irrelevant fea-tures for fault event detection. Stat. Anal. Data Min. 2, 1–17. doi:10.1002/sam. 10030
    • (2009) Stat. Anal. Data Min. , vol.2 , pp. 1-17
    • Fujimaki, R.1    Nakata, T.2    Tsukahara, H.3    Sato, A.4    Yamanishi, K.5
  • 10
    • 0342762071 scopus 로고    scopus 로고
    • Deterministic nonlinear observer-based approaches to fault diagnosis: A survey
    • Garcia, E. A., and Frank, P. M. (1997). Deterministic nonlinear observer-based approaches to fault diagnosis: a survey. Control Eng. Pract. 5, 663–670. doi:10. 1016/S0967-0661(97)00048-8
    • (1997) Control Eng. Pract. , vol.5 , pp. 663670
    • Garcia, E.A.1    Frank, P.M.2
  • 12
    • 0024122587 scopus 로고
    • Survey of model-based failure detection and isolation in complex plants
    • Gertler, J. J. (1988). Survey of model-based failure detection and isolation in complex plants. IEEE Control Syst. Mag. 8, 3–11. doi:10.1109/37.9163
    • (1988) IEEE Control Syst. Mag. , vol.8 , pp. 3-11
    • Gertler, J.J.1
  • 16
    • 0033723743 scopus 로고    scopus 로고
    • A new method for the nonlinear transformation of means and covariances in filters and estimators
    • Julier, S., Uhlmann, J., and Durrant-Whyte, H. F. (2000). A new method for the nonlinear transformation of means and covariances in filters and estimators. IEEE Trans. Automat. Contr. 45, 477–482. doi:10.1109/9.847726
    • (2000) IEEE Trans. Automat. Contr. , vol.45 , pp. 477-482
    • Julier, S.1    Uhlmann, J.2    Durrant-Whyte, H.F.3
  • 18
    • 0035435254 scopus 로고    scopus 로고
    • Particle filtering based likelihood ratio approach to fault diagnosis in nonlinear stochastic systems
    • Li, P., and Kadirkamanathan, V. (2001). Particle filtering based likelihood ratio approach to fault diagnosis in nonlinear stochastic systems. IEEE Trans. Syst. Man Cybern. 31, 337–343. doi:10.1109/5326.971661
    • (2001) IEEE Trans. Syst. Man Cybern. , vol.31 , pp. 337343
    • Li, P.1    Kadirkamanathan, V.2
  • 19
    • 84904335572 scopus 로고    scopus 로고
    • Real-time estimation of lead-acid bat-tery parameters: A dynamic data-driven approach
    • Li, Y., Shen, Z., Ray, A., and Rahn, C. (2014). Real-time estimation of lead-acid bat-tery parameters: a dynamic data-driven approach. J. Power Sources 268, 758–764. doi:10.1016/j.jpowsour.2014.06.099
    • (2014) J. Power Sources , vol.268 , pp. 758-764
    • Li, Y.1    Shen, Z.2    Ray, A.3    Rahn, C.4
  • 20
    • 0037145628 scopus 로고    scopus 로고
    • Fault detection method for nonlinear systems based on probabilistic neural network filtering
    • Liu, J., and Scherpen, J. M. A. (2002). Fault detection method for nonlinear systems based on probabilistic neural network filtering. Int. J. Syst. Sci. 33, 1039–1050. doi:10.1080/0020772021000046216
    • (2002) Int. J. Syst. Sci. , vol.33 , pp. 1039-1050
    • Liu, J.1    Scherpen, J.M.A.2
  • 22
    • 84899660625 scopus 로고    scopus 로고
    • State splitting and merging in probabilistic finite state automata for signal representation and analysis
    • Mukherjee, K., and Ray, A. (2014). State splitting and merging in probabilistic finite state automata for signal representation and analysis. Signal Processing 104, 105–119. doi:10.1016/j.sigpro.2014.03.045
    • (2014) Signal Processing , vol.104 , pp. 105-119
    • Mukherjee, K.1    Ray, A.2
  • 24
    • 0142226215 scopus 로고    scopus 로고
    • A fault tolerant flight control system for sensor and actuator failures using neural networks
    • Napolitano, M. R., An, Y., and Seanor, B. A. (2000). A fault tolerant flight control system for sensor and actuator failures using neural networks. Aircr. Des. 3, 103–128. doi:10.1016/S1369-8869(00)00009-4
    • (2000) Aircr. Des. , vol.3 , pp. 103128
    • Napolitano, M.R.1    An, Y.2    Seanor, B.A.3
  • 25
    • 33745496690 scopus 로고    scopus 로고
    • Symbolic time series analysis via wavelet-based partitioning
    • Rajagopalan, V., and Ray, A. (2006). Symbolic time series analysis via wavelet-based partitioning. Signal Processing 86, 3309–3320. doi:10.1016/j.sigpro.2006.01.014
    • (2006) Signal Processing , vol.86 , pp. 3309-3320
    • Rajagopalan, V.1    Ray, A.2
  • 26
    • 70350662964 scopus 로고    scopus 로고
    • Review and comparative evaluation of symbolic dynamic filtering for detection of anomaly patterns
    • Rao, C., Ray, A., Sarkar, S., and Yasar, M. (2009). Review and comparative evaluation of symbolic dynamic filtering for detection of anomaly patterns. Signal Image Video Process. 3, 101–114. doi:10.1007/s11760-008-0061-8
    • (2009) Signal Image Video Process , vol.3 , pp. 101-114
    • Rao, C.1    Ray, A.2    Sarkar, S.3    Yasar, M.4
  • 27
    • 2642522033 scopus 로고    scopus 로고
    • Symbolic dynamic analysis of complex systems for anomaly detec-tion
    • Ray, A. (2004). Symbolic dynamic analysis of complex systems for anomaly detec-tion. Signal Processing 84, 1115–1130. doi:10.1016/j.sigpro.2004.03.011
    • (2004) Signal Processing , vol.84 , pp. 11151130
    • Ray, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.