메뉴 건너뛰기




Volumn 15, Issue 3, 2013, Pages 1546-1559

Performance assessment of hydraulic servo system based on bi-step neural network and autoregressive model

Author keywords

Autoregressive model; Fault observer; Hydraulic servo system; Mahalanobis distance; Neural network; Performance assessment

Indexed keywords

AUTO REGRESSIVE MODELS; FAULT OBSERVER; HYDRAULIC SERVO SYSTEM; MAHALANOBIS DISTANCES; PERFORMANCE ASSESSMENT;

EID: 84884552701     PISSN: 13928716     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (11)

References (21)
  • 1
    • 8744262801 scopus 로고    scopus 로고
    • Observer-based fault diagnosis for a class of nonlinear systems
    • Paper Presented At the American Control Conference
    • Jiang Bin, F. Chowdhury Observer-based fault diagnosis for a class of nonlinear systems. Paper presented at the American Control Conference, Vol. 5676, 2004, p. 5671-5675.
    • (2004) , vol.5676 , pp. 5671-5675
    • Bin, J.1    Chowdhury, F.2
  • 2
    • 5044247101 scopus 로고    scopus 로고
    • Watchdog agent - an infotronics-based prognostics approach for product performance degradation assessment and prediction
    • Dragan Djurdjanovic, Jay Lee, Jun Ni Watchdog agent - an infotronics-based prognostics approach for product performance degradation assessment and prediction. Advanced Engineering Informatics, Vol. 17, Issue 3-4, 2003, p. 109-125.
    • (2003) Advanced Engineering Informatics , vol.17 , Issue.3-4 , pp. 109-125
    • Djurdjanovic, D.1    Lee, J.2    Ni, J.3
  • 3
    • 84884576442 scopus 로고    scopus 로고
    • Fault prediction of control components in aircraft environmental control system based on adaptive threshold
    • Yuan Hang, Lu Chen, Wang Zhaobing, Fan Huanzhen Fault prediction of control components in aircraft environmental control system based on adaptive threshold. Lecture Notes in Information Technology, Vol. 14, 2012, p. 83-88.
    • (2012) Lecture Notes In Information Technology , vol.14 , pp. 83-88
    • Hang, Y.1    Chen, L.2    Zhaobing, W.3    Huanzhen, F.4
  • 4
    • 84055189932 scopus 로고    scopus 로고
    • Fault diagnosis approach of hydraulic system using Farx model
    • Xiangyu He Fault diagnosis approach of hydraulic system using Farx model. Procedia Engineering, Vol. 15, 2011, p. 949-953.
    • (2011) Procedia Engineering , vol.15 , pp. 949-953
    • He, X.1
  • 6
    • 33646534620 scopus 로고    scopus 로고
    • A review on machinery diagnostics and prognostics implementing condition-based maintenance
    • Andrew K. S. Jardine, Daming Lin, Dragan Banjevic A review on machinery diagnostics and prognostics implementing condition-based maintenance. Mechanical Systems and Signal Processing, Vol. 20, Issue 7, 2006, p. 1483-1510.
    • (2006) Mechanical Systems and Signal Processing , vol.20 , Issue.7 , pp. 1483-1510
    • Jardine, A.K.S.1    Lin, D.2    Banjevic, D.3
  • 7
    • 30744453969 scopus 로고    scopus 로고
    • An overview of control performance assessment technology and industrial applications
    • Mohieddine Jelali An overview of control performance assessment technology and industrial applications. Control Engineering Practice, Vol. 14, Issue 5, 2006, p. 441-466.
    • (2006) Control Engineering Practice , vol.14 , Issue.5 , pp. 441-466
    • Jelali, M.1
  • 8
    • 27744580640 scopus 로고    scopus 로고
    • A fault diagnosis approach for roller bearings based on Emd method and Ar model
    • Cheng Junsheng, Yu Dejie, Yang Yu A fault diagnosis approach for roller bearings based on Emd method and Ar model. Mechanical Systems and Signal Processing, Vol. 20, Issue 2, 2006, p. 350-362.
    • (2006) Mechanical Systems and Signal Processing , vol.20 , Issue.2 , pp. 350-362
    • Junsheng, C.1    Dejie, Y.2    Yang, Y.3
  • 9
    • 23944492837 scopus 로고    scopus 로고
    • Sepehri Nonlinear observer-based fault detection technique for electro-hydraulic servo-positioning systems
    • H. Khan, Seraphin C. Abou, N. Sepehri Nonlinear observer-based fault detection technique for electro-hydraulic servo-positioning systems. Mechatronics, Vol. 15, Issue 9, 2005, p. 1037-1059.
    • (2005) Mechatronics , vol.15 , Issue.9 , pp. 1037-1059
    • Khan, H.1    Seraphin, C.2    Abou, N.3
  • 11
    • 67849106386 scopus 로고    scopus 로고
    • A novel method for machine performance degradation assessment based on fixed cycle features test
    • Linxia Liao, Jay Lee A novel method for machine performance degradation assessment based on fixed cycle features test. Journal of Sound and Vibration, Vol. 326, Issue 3-5, 2009, p. 894-908.
    • (2009) Journal of Sound and Vibration , vol.326 , Issue.3-5 , pp. 894-908
    • Liao, L.1    Lee, J.2
  • 12
    • 33847020503 scopus 로고    scopus 로고
    • Fault diagnosis in a hydraulic position servo system using Rbf neural network
    • Hong-Mei Liu, Shao-Ping Wang, Ping-Chao Ouyang Fault diagnosis in a hydraulic position servo system using Rbf neural network. Chinese Journal of Aeronautics, Vol. 19, Issue 4, 2006, p. 346-353.
    • (2006) Chinese Journal of Aeronautics , vol.19 , Issue.4 , pp. 346-353
    • Liu, H.-M.1    Wang, S.-P.2    Ouyang, P.-C.3
  • 13
    • 3142768421 scopus 로고    scopus 로고
    • Control and performance evaluation of a clutch servo system with hydraulic actuation
    • M. Montanari, F. Ronchi, C. Rossi, A. Tilli, A. Tonielli Control and performance evaluation of a clutch servo system with hydraulic actuation. Control Engineering Practice, Vol. 12, Issue 11, 2004, p. 1369-1379.
    • (2004) Control Engineering Practice , vol.12 , Issue.11 , pp. 1369-1379
    • Montanari, M.1    Ronchi, F.2    Rossi, C.3    Tilli, A.4    Tonielli, A.5
  • 14
    • 58049182562 scopus 로고    scopus 로고
    • Robust bearing performance degradation assessment method based on improved wavelet packet - support vector data description
    • Yuna Pan, Jin Chen, Lei Guo Robust bearing performance degradation assessment method based on improved wavelet packet - support vector data description. Mechanical Systems and Signal Processing, Vol. 23, Issue 3, 2009, p. 669-681.
    • (2009) Mechanical Systems and Signal Processing , vol.23 , Issue.3 , pp. 669-681
    • Pan, Y.1    Chen, J.2    Guo, L.3
  • 15
    • 0001761543 scopus 로고
    • Autoregressive Spectral Estimation
    • Elsevier, Editors: D. R. Brillinger, P. R. Krishnaiah
    • Emanuel Parzen Autoregressive Spectral Estimation. Handbook of Statistics. Elsevier, Editors: D. R. Brillinger, P. R. Krishnaiah, 1983, p. 221-247.
    • (1983) Handbook of Statistics , pp. 221-247
    • Parzen, E.1
  • 17
    • 70449635297 scopus 로고    scopus 로고
    • Fast time-frequency domain reflectometry based on the Ar coefficient estimation of a chirp signal
    • Doo Seung Ho, Ra Won-Sang, Yoon Tae Sung, Park Jin Bae Fast time-frequency domain reflectometry based on the Ar coefficient estimation of a chirp signal. American Control Conference, 2009, p. 3423-3428.
    • (2009) American Control Conference , pp. 3423-3428
    • Ho, D.S.1    Ra, W.-S.2    Sung, Y.T.3    Bae, P.J.4
  • 18
    • 78650034975 scopus 로고    scopus 로고
    • Mahalanobis Taguchi system (Mts) as a prognostics tool for rolling element bearing failures
    • Ahmet Soylemezoglu, S. Jagannathan, Can Saygin Mahalanobis Taguchi system (Mts) as a prognostics tool for rolling element bearing failures. Journal of Manufacturing Science and Engineering, Vol. 132, Issue 5, 2010, p. 051014.
    • (2010) Journal of Manufacturing Science and Engineering , vol.132 , Issue.5 , pp. 051014
    • Soylemezoglu, A.1    Jagannathan, S.2    Saygin, C.3
  • 20
    • 69049090722 scopus 로고    scopus 로고
    • Autoregressive model-based gear shaft fault diagnosis using the Kolmogorov-Smirnov test
    • Xiyang Wang, Viliam Makis Autoregressive model-based gear shaft fault diagnosis using the Kolmogorov-Smirnov test. Journal of Sound and Vibration, Vol. 327, Issue 3-5, 2009, p. 413-423.
    • (2009) Journal of Sound and Vibration , vol.327 , Issue.3-5 , pp. 413-423
    • Wang, X.1    Makis, V.2
  • 21
    • 79960043301 scopus 로고    scopus 로고
    • Bearing performance degradation assessment using locality preserving projections and Gaussian mixture models
    • Jianbo Yu Bearing performance degradation assessment using locality preserving projections and Gaussian mixture models. Mechanical Systems and Signal Processing, Vol. 25, Issue 7, 2011, p. 2573-2588.
    • (2011) Mechanical Systems and Signal Processing , vol.25 , Issue.7 , pp. 2573-2588
    • Jianbo, Y.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.