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Volumn 24, Issue 4, 2011, Pages 432-439

Forecasting turbine problems by means of the state space framework

Author keywords

Continuous time; Expected cost per unit of time; Kalman filter; State space; Statistical model; Vibration analysis

Indexed keywords

ALARM LEVEL; ALTERNATIVE SYSTEMS; CONTINUOUS TIME; COST MODELS; EXPECTED COSTS; FORECASTING PERFORMANCE; FORECASTING SYSTEM; LOCAL MEAN; REGRESSION MODEL; STATE SPACE; STATE-SPACE FRAMEWORK; STATISTICAL MODELS; STATISTICAL PROPERTIES; VIBRATION STATE;

EID: 79956368060     PISSN: 09504230     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jlp.2011.03.006     Document Type: Article
Times cited : (3)

References (61)
  • 1
    • 33846938023 scopus 로고    scopus 로고
    • The lack of maintenance and not maintenance which costs: a model to describe and quantify the impact of vibration-based maintenance on company's business
    • Al-Najjar B. The lack of maintenance and not maintenance which costs: a model to describe and quantify the impact of vibration-based maintenance on company's business. International Journal of Production Economics 2007, 107:260-273.
    • (2007) International Journal of Production Economics , vol.107 , pp. 260-273
    • Al-Najjar, B.1
  • 2
    • 0037432505 scopus 로고    scopus 로고
    • Selecting the most efficient maintenance approach using fuzzy multiple criteria decision making
    • Al-Najjar B., Alsyouf I. Selecting the most efficient maintenance approach using fuzzy multiple criteria decision making. International Journal of Production Economics 2003, 84:85-100.
    • (2003) International Journal of Production Economics , vol.84 , pp. 85-100
    • Al-Najjar, B.1    Alsyouf, I.2
  • 4
    • 0028395728 scopus 로고
    • Review of delay-time modelling of engineering aspects of maintenance
    • Baker R.D., Christer A.H. Review of delay-time modelling of engineering aspects of maintenance. European Journal of Operational Research 1994, 73:407-422.
    • (1994) European Journal of Operational Research , vol.73 , pp. 407-422
    • Baker, R.D.1    Christer, A.H.2
  • 5
    • 0031236468 scopus 로고    scopus 로고
    • Optimal filtering of disturbances in estimating vibration spectra in diagnostic signals
    • Banek T., Batko W. Optimal filtering of disturbances in estimating vibration spectra in diagnostic signals. Mechanical Systems and Signal Processing 1997, 11(5):743-749.
    • (1997) Mechanical Systems and Signal Processing , vol.11 , Issue.5 , pp. 743-749
    • Banek, T.1    Batko, W.2
  • 6
    • 0036604002 scopus 로고    scopus 로고
    • Simulation modelling of repairable multi-component deteriorating systems for 'on condition' maintenance optimisation
    • Barata J., Guedes C., Marseguerra M., Zio E. Simulation modelling of repairable multi-component deteriorating systems for 'on condition' maintenance optimisation. Reliability Engineering and System Safety 2002, 76(3):255-264.
    • (2002) Reliability Engineering and System Safety , vol.76 , Issue.3 , pp. 255-264
    • Barata, J.1    Guedes, C.2    Marseguerra, M.3    Zio, E.4
  • 9
    • 79551496272 scopus 로고    scopus 로고
    • An approximate algorithm for prognostic modelling using condition monitoring information
    • Carr M.J., Wang W. An approximate algorithm for prognostic modelling using condition monitoring information. European Journal of Operational Research 2011, 211:90-96.
    • (2011) European Journal of Operational Research , vol.211 , pp. 90-96
    • Carr, M.J.1    Wang, W.2
  • 10
    • 4544273350 scopus 로고    scopus 로고
    • A condition-based maintenance policy with non-periodic inspections for a two-unit series system
    • Castanier B., Grall A., Bérenguer C. A condition-based maintenance policy with non-periodic inspections for a two-unit series system. Reliability Engineering and System Safety 2005, 87(1):109-120.
    • (2005) Reliability Engineering and System Safety , vol.87 , Issue.1 , pp. 109-120
    • Castanier, B.1    Grall, A.2    Bérenguer, C.3
  • 13
    • 0029291945 scopus 로고
    • A simple Condition Monitoring model for a direct monitoring process
    • Christer A.H., Wang W. A simple Condition Monitoring model for a direct monitoring process. European Journal of Operational Research 1995, 82(2):258-269.
    • (1995) European Journal of Operational Research , vol.82 , Issue.2 , pp. 258-269
    • Christer, A.H.1    Wang, W.2
  • 14
    • 0031198496 scopus 로고    scopus 로고
    • A state space Condition Monitoring model for furnace erosion prediction and replacement
    • Christer A.H., Wang W., Sharp J.M. A state space Condition Monitoring model for furnace erosion prediction and replacement. European Journal of Operational Research 1997, 101(1):1-14.
    • (1997) European Journal of Operational Research , vol.101 , Issue.1 , pp. 1-14
    • Christer, A.H.1    Wang, W.2    Sharp, J.M.3
  • 16
    • 30144435073 scopus 로고    scopus 로고
    • Managing the condition-based maintenance of a combined-cycle power plant: an approach using soft computing techniques
    • Ciarapica F.E., Giacchetta G. Managing the condition-based maintenance of a combined-cycle power plant: an approach using soft computing techniques. Journal of Loss Prevention in the Process Industries 2006, 19(4):316-325.
    • (2006) Journal of Loss Prevention in the Process Industries , vol.19 , Issue.4 , pp. 316-325
    • Ciarapica, F.E.1    Giacchetta, G.2
  • 18
    • 45749145242 scopus 로고    scopus 로고
    • Economic justification for maintenance analysis and condition monitoring
    • Culverson K. Economic justification for maintenance analysis and condition monitoring. Condition Monitor 1997, 130.
    • (1997) Condition Monitor , pp. 130
    • Culverson, K.1
  • 21
    • 79956347837 scopus 로고
    • Downsizing what can you do to help your pm program survive?
    • Elam D. Downsizing what can you do to help your pm program survive?. Reliability Magazine November-December 1995, 5-14.
    • (1995) Reliability Magazine , pp. 5-14
    • Elam, D.1
  • 24
    • 0037400049 scopus 로고    scopus 로고
    • A reliability centered approach to remote Condition Monitoring. A railway points case study
    • García F.P., Schmid F., Conde J. A reliability centered approach to remote Condition Monitoring. A railway points case study. Reliability Engineering and System Safety 2003, 80(1):33-40.
    • (2003) Reliability Engineering and System Safety , vol.80 , Issue.1 , pp. 33-40
    • García, F.P.1    Schmid, F.2    Conde, J.3
  • 27
    • 0001789963 scopus 로고
    • A new approach to linear filtering and prediction problems
    • Kalman R.E. A new approach to linear filtering and prediction problems. ASME Transactions Journal Basic Engineering 1960, 83:95-108.
    • (1960) ASME Transactions Journal Basic Engineering , vol.83 , pp. 95-108
    • Kalman, R.E.1
  • 28
    • 33749530874 scopus 로고    scopus 로고
    • Monitoring low cycle fatigue damage in turbine blade using vibration characteristics
    • Kumar S., Roy N., Ganguli R. Monitoring low cycle fatigue damage in turbine blade using vibration characteristics. Mechanical Systems and Signal Processing 2007, 21(1):480-501.
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.1 , pp. 480-501
    • Kumar, S.1    Roy, N.2    Ganguli, R.3
  • 29
    • 79751491467 scopus 로고    scopus 로고
    • The prediction and diagnosis of wind turbine faults
    • Kusiak A., Li W. The prediction and diagnosis of wind turbine faults. enewable Energy 2011, 36:16-23.
    • (2011) enewable Energy , vol.36 , pp. 16-23
    • Kusiak, A.1    Li, W.2
  • 30
    • 0032120982 scopus 로고    scopus 로고
    • State-space identification of vibrating systems from multi-output measurements
    • Lardies J. State-space identification of vibrating systems from multi-output measurements. Mechanical Systems and Signal Processing 1998, 12(4):543-558.
    • (1998) Mechanical Systems and Signal Processing , vol.12 , Issue.4 , pp. 543-558
    • Lardies, J.1
  • 31
    • 38349002783 scopus 로고    scopus 로고
    • Relationship between state-space and ARMAV approaches to modal parameter identification
    • Lardies J. Relationship between state-space and ARMAV approaches to modal parameter identification. Mechanical Systems and Signal Processing 2008, 22:611-616.
    • (2008) Mechanical Systems and Signal Processing , vol.22 , pp. 611-616
    • Lardies, J.1
  • 32
    • 38249021033 scopus 로고
    • Frequency domain direct parameter identification for modal analysis: state space formulation
    • Lembregts F., Leuridan J., Van Brussel H. Frequency domain direct parameter identification for modal analysis: state space formulation. Mechanical Systems and Signal Processing 1990, 4(1):65-75.
    • (1990) Mechanical Systems and Signal Processing , vol.4 , Issue.1 , pp. 65-75
    • Lembregts, F.1    Leuridan, J.2    Van Brussel, H.3
  • 34
    • 79956343498 scopus 로고    scopus 로고
    • Innovate condition monitoring methodologies for improved plant economics
    • Proceedings sixteenth annual meeting and seminar of Canadian Machinery Vibration Association (CMVA), Toronto (Canada)
    • Lund-Hansen, T. Innovate condition monitoring methodologies for improved plant economics. In: Proceedings sixteenth annual meeting and seminar of Canadian Machinery Vibration Association (CMVA), Toronto (Canada), 1997.
    • (1997)
    • Lund-Hansen, T.1
  • 35
    • 33644598173 scopus 로고    scopus 로고
    • Further exploration of Vold-Kalman-filtering order tracking with shaft-speed information I: Theoretical part, numerical implementation and parameter investigations
    • Pan M.Ch., Lin Y.F. Further exploration of Vold-Kalman-filtering order tracking with shaft-speed information I: Theoretical part, numerical implementation and parameter investigations. Mechanical Systems and Signal Processing 2006, 20(5):1134-1154.
    • (2006) Mechanical Systems and Signal Processing , vol.20 , Issue.5 , pp. 1134-1154
    • Pan, M.1    Lin, Y.F.2
  • 37
    • 54049112665 scopus 로고    scopus 로고
    • Vibration analysis diagnostic by continuous time model: a case study
    • Pedregal D.J., Carnero Ma.C. Vibration analysis diagnostic by continuous time model: a case study. Reliability Engineering and System Safety 2009, 94(2):244-253.
    • (2009) Reliability Engineering and System Safety , vol.94 , Issue.2 , pp. 244-253
    • Pedregal, D.J.1    Carnero, M.2
  • 38
    • 0242522995 scopus 로고    scopus 로고
    • RCM2 predictive maintenance of railway systems based on unobserved components models
    • Pedregal D.J., García F.P., Schmid F. RCM2 predictive maintenance of railway systems based on unobserved components models. Reliability Engineering and System Safety 2004, 83(1):103-110.
    • (2004) Reliability Engineering and System Safety , vol.83 , Issue.1 , pp. 103-110
    • Pedregal, D.J.1    García, F.P.2    Schmid, F.3
  • 39
    • 79956344286 scopus 로고    scopus 로고
    • SSpace, a flexible and general State Space toolbox for MATLAB. In L. Wang (Ed.), System identification, environmental modelling and control: Springer Verlag, in press.
    • Pedregal, D. J., Taylor, C. J. SSpace, a flexible and general State Space toolbox for MATLAB. In L. Wang (Ed.), System identification, environmental modelling and control: Springer Verlag, in press.
    • Pedregal, D.J.1    Taylor, C.J.2
  • 40
    • 84954203358 scopus 로고    scopus 로고
    • Statistical approaches to modelling and forecasting time series
    • Blackwell Publishers, M. Clements, D. Hendry (Eds.)
    • Pedregal D.J., Young P.C. Statistical approaches to modelling and forecasting time series. Companion to economic forecasting 2002, 69-104. Blackwell Publishers. M. Clements, D. Hendry (Eds.).
    • (2002) Companion to economic forecasting , pp. 69-104
    • Pedregal, D.J.1    Young, P.C.2
  • 41
    • 41649109587 scopus 로고    scopus 로고
    • Diagnostics of a crack in a load coupling of a gas turbine using the machine model and the analysis of the shaft vibrations
    • Pennacchi P., Vania A. Diagnostics of a crack in a load coupling of a gas turbine using the machine model and the analysis of the shaft vibrations. Mechanical Systems and Signal Processing 2008, 22(5):1157-1178.
    • (2008) Mechanical Systems and Signal Processing , vol.22 , Issue.5 , pp. 1157-1178
    • Pennacchi, P.1    Vania, A.2
  • 43
  • 48
    • 0001178588 scopus 로고    scopus 로고
    • A generalized age and block replacement of a system subject to shocks
    • Sheu S.H. A generalized age and block replacement of a system subject to shocks. European Journal of Operational Research 1998, 108(2):345-362.
    • (1998) European Journal of Operational Research , vol.108 , Issue.2 , pp. 345-362
    • Sheu, S.H.1
  • 52
    • 79956364310 scopus 로고    scopus 로고
    • Technical paper CM1007, SKF Condition Monitoring Inc
    • SKF Condition Monitoring Inc The ABC's of machinery vibration transducers April, 1997, Technical paper CM1007.
    • (1997) The ABC's of machinery vibration transducers
  • 57
    • 34248343774 scopus 로고    scopus 로고
    • Two-stage prognosis model in condition based maintenance
    • Wang W. Two-stage prognosis model in condition based maintenance. European Journal of Operational Research 2007, 182(3):1177-1187.
    • (2007) European Journal of Operational Research , vol.182 , Issue.3 , pp. 1177-1187
    • Wang, W.1
  • 58
    • 33847071199 scopus 로고    scopus 로고
    • Selection of optimum maintenance strategies based on a fuzzy analytic hierarchy process
    • Wang L., Chu J., Wu J. Selection of optimum maintenance strategies based on a fuzzy analytic hierarchy process. International Journal of Production Economics 2007, 107:151-163.
    • (2007) International Journal of Production Economics , vol.107 , pp. 151-163
    • Wang, L.1    Chu, J.2    Wu, J.3
  • 59
    • 34047244047 scopus 로고    scopus 로고
    • Robust detection of gearbox deterioration using compromised autoregressive modelling and Kolmogorov-Smirnov test statistic Part I: Compromised autoregressive modelling with the aid of hypothesis tests and simulation analysis
    • Zhan Y., Mechefske C.K. Robust detection of gearbox deterioration using compromised autoregressive modelling and Kolmogorov-Smirnov test statistic Part I: Compromised autoregressive modelling with the aid of hypothesis tests and simulation analysis. Mechanical Systems and Signal Processing 2007, 21(5):1953-1982.
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.5 , pp. 1953-1982
    • Zhan, Y.1    Mechefske, C.K.2
  • 60
    • 27644460570 scopus 로고    scopus 로고
    • Adaptive state detection of gearboxes under varying load conditions based on parametric modelling
    • Zhan Y., Makis V., Jardine A.K.S. Adaptive state detection of gearboxes under varying load conditions based on parametric modelling. Mechanical Systems and Signal Processing 2006, 20(1):188-221.
    • (2006) Mechanical Systems and Signal Processing , vol.20 , Issue.1 , pp. 188-221
    • Zhan, Y.1    Makis, V.2    Jardine, A.K.S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.