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Volumn 21, Issue 3, 2005, Pages 299-303

PCA-CMAC based machine performance degradation assessment

Author keywords

Cerebellar model articulation controller; Performance degradation assessment; Principal component analysis

Indexed keywords

CONTROL EQUIPMENT; CUTTING TOOLS; DRILLING MACHINES (MACHINE TOOLS); EVALUATION; FEATURE EXTRACTION; MAINTENANCE; MATHEMATICAL MODELS; PARAMETER ESTIMATION; SENSORS;

EID: 27944486199     PISSN: 10037985     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (12)

References (8)
  • 1
    • 5044247101 scopus 로고    scopus 로고
    • Watchdog agent - An infotronics-based prognostics approach for product performance degradation assessment and prediction
    • Djurdjanovic D, Lee J, Ni J. Watchdog agent-an infotronics-based prognostics approach for product performance degradation assessment and prediction[J]. Advanced Engineering Informatics, 2003, 17(3, 4): 109-125.
    • (2003) Advanced Engineering Informatics , vol.17 , Issue.3-4 , pp. 109-125
    • Djurdjanovic, D.1    Lee, J.2    Ni, J.3
  • 2
    • 0030261802 scopus 로고    scopus 로고
    • Measurement of the machine performance degradation using a neural network model
    • Lee J. Measurement of the machine performance degradation using a neural network model[J]. International Journal of Computers in Industry, 1996, 30(3): 193-209.
    • (1996) International Journal of Computers in Industry , vol.30 , Issue.3 , pp. 193-209
    • Lee, J.1
  • 3
    • 0030127123 scopus 로고    scopus 로고
    • Performance analysis of rotating machinery using enhanced cerebellar model articulation controller neural network
    • Lin C C, Wang H P. Performance analysis of rotating machinery using enhanced cerebellar model articulation controller neural network[J]. Computer Industry Engineering, 1996, 30(2): 227-242.
    • (1996) Computer Industry Engineering , vol.30 , Issue.2 , pp. 227-242
    • Lin, C.C.1    Wang, H.P.2
  • 4
    • 10944269366 scopus 로고    scopus 로고
    • Credit-assignment CMAC algorithm for robust self-learning and self-maintenance machine
    • Zhang L, Cao Q X, Lee J. Credit-assignment CMAC algorithm for robust self-learning and self-maintenance machine[J]. Tsinghua Science and Technology, 2004, 9(5): 519-526.
    • (2004) Tsinghua Science and Technology , vol.9 , Issue.5 , pp. 519-526
    • Zhang, L.1    Cao, Q.X.2    Lee, J.3
  • 5
  • 6
    • 27944470052 scopus 로고    scopus 로고
    • An adaptive Watchdog for monitoring of machine degradation using ART2 (adaptive resonance theory 2)
    • Xi'an, China
    • Dae S H, Lee J. An adaptive Watchdog for monitoring of machine degradation using ART2 (adaptive resonance theory 2)[A]. In: Proceedings of International Conference on Intelligent Maintenance Systems[C]. Xi'an, China, 2003. 806-810.
    • (2003) Proceedings of International Conference on Intelligent Maintenance Systems , pp. 806-810
    • Dae, S.H.1    Lee, J.2
  • 7
    • 0035882158 scopus 로고    scopus 로고
    • A new multivariate statistical process monitoring method using principal component analysis
    • Manabu K, Shinij H, Iori H, et al. A new multivariate statistical process monitoring method using principal component analysis[J]. Computers and Chemical Engineering, 2001, 25(7, 8): 1103-1113.
    • (2001) Computers and Chemical Engineering , vol.25 , Issue.7-8 , pp. 1103-1113
    • Manabu, K.1    Shinij, H.2    Iori, H.3
  • 8
    • 0029264336 scopus 로고
    • Predictive maintenance using PCA
    • Lewin D R. Predictive maintenance using PCA[J]. Control Engineering Practice, 1995, 3(3): 413-421.
    • (1995) Control Engineering Practice , vol.3 , Issue.3 , pp. 413-421
    • Lewin, D.R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.