메뉴 건너뛰기




Volumn 60, Issue 4, 2011, Pages 864-878

Mahalanobis-Taguchi system as a multi-sensor based decision making prognostics tool for centrifugal pump failures

Author keywords

Centrifugal pump; fault isolation and prognostics; Mahalanobis distance based fault detection; Mahalanobis Taguchi system; real time decision making

Indexed keywords

CLUSTERING ANALYSIS; FAULT DETECTION AND ISOLATION; FAULT ISOLATION; FLOW-SENSORS; INDUSTRIAL ENVIRONMENTS; IS PROCESS; KEY PARAMETERS; LINEAR APPROXIMATIONS; MAHALANOBIS; MAHALANOBIS DISTANCES; MAHALANOBIS TAGUCHI SYSTEM; MAHALANOBIS-TAGUCHI SYSTEMS; MULTI SENSOR; MULTI VARIATE ANALYSIS; MULTIPLE SENSORS; OPERATING CONDITION; REAL TIME MONITORING; REAL-TIME DECISION MAKING; SYSTEM-LEVEL PERFORMANCE; TIME TO FAILURE; WATER PUMP;

EID: 82455212786     PISSN: 00189529     EISSN: None     Source Type: Journal    
DOI: 10.1109/TR.2011.2170255     Document Type: Article
Times cited : (71)

References (37)
  • 3
    • 0037235745 scopus 로고    scopus 로고
    • Flow in a centrifugal pump impeller at design and off-design conditions-Part II: Large eddy simulations
    • R. K. Byskov, C. B. Jacobsen, and N. Pedersen, "Flow in a centrifugal pump impeller at design and off-design conditions-Part II: Large eddy simulations" Journal of Fluids Engineering, vol. 125, pp. 73-83, 2003.
    • (2003) Journal of Fluids Engineering , vol.125 , pp. 73-83
    • Byskov, R.K.1    Jacobsen, C.B.2    Pedersen, N.3
  • 4
    • 1642577265 scopus 로고    scopus 로고
    • Experimental and numerical studies in a centrifugal pump with two-dimensional curved blades in cavitating condition
    • O. Coutier-Delgosha, R. Fortes-Patella, J. L. Reboud, M. Hofmann, and B. Stoffel, "Experimental and numerical studies in a centrifugal pump with two-dimensional curved blades in cavitating condition" Journal of Fluids Engineering, vol. 125, pp. 970-978, 2003.
    • (2003) Journal of Fluids Engineering , vol.125 , pp. 970-978
    • Coutier-Delgosha, O.1    Fortes-Patella, R.2    Reboud, J.L.3    Hofmann, M.4    Stoffel, B.5
  • 5
    • 0011770892 scopus 로고    scopus 로고
    • Centrifugal pump performance drop due to leading edge cavitation: Numerical predictions compared with model tests
    • R. Hirschi, P. Dupont, F. Avellan, J. N. Favre, J. F. Guelich, and E. Parkinson, "Centrifugal pump performance drop due to leading edge cavitation: Numerical predictions compared with model tests" Journal of Fluids Engineering, vol. 120, pp. 705-711, 1998.
    • (1998) Journal of Fluids Engineering , vol.120 , pp. 705-711
    • Hirschi, R.1    Dupont, P.2    Avellan, F.3    Favre, J.N.4    Guelich, J.F.5    Parkinson, E.6
  • 6
    • 1942434766 scopus 로고    scopus 로고
    • A numerical study of flow-induced noise in a two-dimensional centrifugal pump. Part I. Hydrodynamics
    • M. A. Langthjem and N. Olhoff, "A numerical study of flow-induced noise in a two-dimensional centrifugal pump. Part I. Hydrodynamics" Journal of Fluids and Structures, vol. 19, pp. 349-368, 2004.
    • (2004) Journal of Fluids and Structures , vol.19 , pp. 349-368
    • Langthjem, M.A.1    Olhoff, N.2
  • 8
    • 4143054645 scopus 로고    scopus 로고
    • In-line health monitoring system for hydraulic pumps and motors
    • C. S. Byington, M.Watson, D. Edwards, and B. Dunkin, "In-line health monitoring system for hydraulic pumps and motors" in Aerospace Conference, 2003, pp. 3279-3287.
    • (2003) Aerospace Conference , pp. 3279-3287
    • Byington, C.S.1    Watson, M.2    Edwards, D.3    Dunkin, B.4
  • 9
    • 0031191102 scopus 로고    scopus 로고
    • Effect of modification to tongue and impeller geometry on unsteady flow, pressure fluctuations, and noise in a centrifugal pump
    • R. Dong, S. Chu, and J. Katz, "Effect of modification to tongue and impeller geometry on unsteady flow, pressure fluctuations, and noise in a centrifugal pump" Journal of Turbomachinery, vol. 119, pp. 506-515, 1997.
    • (1997) Journal of Turbomachinery , vol.119 , pp. 506-515
    • Dong, R.1    Chu, S.2    Katz, J.3
  • 10
    • 0033725799 scopus 로고    scopus 로고
    • The development of reactor coolant pump vibration monitoring and a diagnostic system in the nuclear power plant
    • I. S. Koo and W. W. Kim, "The development of reactor coolant pump vibration monitoring and a diagnostic system in the nuclear power plant" ISA Transactions, vol. 39, pp. 309-316, 2000.
    • (2000) ISA Transactions , vol.39 , pp. 309-316
    • Koo, I.S.1    Kim, W.W.2
  • 13
    • 77249155059 scopus 로고    scopus 로고
    • Vibration based fault diagnosis of monoblock centrifugal pump using decision tree
    • N. R. Sakthivel, V. Sugumaran, and S. Babudevasenapati, "Vibration based fault diagnosis of monoblock centrifugal pump using decision tree" Expert Systems with Applications, vol. 37, pp. 4040-4049, 2010.
    • (2010) Expert Systems with Applications , vol.37 , pp. 4040-4049
    • Sakthivel, N.R.1    Sugumaran, V.2    Babudevasenapati, S.3
  • 14
    • 79954654838 scopus 로고    scopus 로고
    • Comparison of decision tree-fuzzy and rough set-fuzzy methods for fault categorization of mono-block centrifugal pump
    • N. R. Sakthivel, V. Sugumaran, and B. B. Nair, "Comparison of decision tree-fuzzy and rough set-fuzzy methods for fault categorization of mono-block centrifugal pump" Mechanical Systems and Signal Processing, vol. 24, pp. 1187-1906, 2010.
    • (2010) Mechanical Systems and Signal Processing , vol.24 , pp. 1187-1906
    • Sakthivel, N.R.1    Sugumaran, V.2    Nair, B.B.3
  • 15
    • 0344121584 scopus 로고    scopus 로고
    • Fault diagnosis system for rotary machine based on fuzzy neural networks
    • S. Zhang, T. Asakura, X. Xu, and B. Xu, "Fault diagnosis system for rotary machine based on fuzzy neural networks" JSME, vol. 46, pp. 1035-1041, 2003.
    • (2003) JSME , vol.46 , pp. 1035-1041
    • Zhang, S.1    Asakura, T.2    Xu, X.3    Xu, B.4
  • 19
    • 44349185156 scopus 로고    scopus 로고
    • Tool-condition monitoring from degradation signals using Mahalanobis Taguchi System
    • presented at the
    • R. B. Chinnam, B. Rai, and N. Singh, "Tool-condition monitoring from degradation signals using Mahalanobis Taguchi System" in Robust Engineering, ASI's 20th Annual Symposium, 2004, presented at the.
    • (2004) Robust Engineering, ASI's 20th Annual Symposium
    • Chinnam, R.B.1    Rai, B.2    Singh, N.3
  • 23
    • 67650128978 scopus 로고    scopus 로고
    • Evaluating an adaptive One-Factor-At-A-Time search procedure within the Mahalanobis-Taguchi System
    • C. R. Foster, R. Jugulum, and D. D. Frey, "Evaluating an adaptive One-Factor-At-a-Time search procedure within the Mahalanobis-Taguchi System" International Journal of Industrial and Systems Engineering, vol. 4, pp. 600-614, 2009.
    • (2009) International Journal of Industrial and Systems Engineering , vol.4 , pp. 600-614
    • Foster, C.R.1    Jugulum, R.2    Frey, D.D.3
  • 25
    • 0036869221 scopus 로고    scopus 로고
    • A new manufacturing control system using Mahalanobis distance for maximizing productivity
    • S. Hayashi, Y. Tanaka, and E. Kodama, "A new manufacturing control system using Mahalanobis distance for maximizing productivity" Semiconductor Manufacturing, IEEE Trans., vol. 15, pp. 442-446, 2002.
    • (2002) Semiconductor Manufacturing IEEE Trans. , vol.15 , pp. 442-446
    • Hayashi, S.1    Tanaka, Y.2    Kodama, E.3
  • 26
    • 55649090150 scopus 로고    scopus 로고
    • Real-time detection of grip length deviation during pull-type fastening: A Mahalanobis-Taguchi System (MTS)-based approach
    • D. Mohan, C. Saygin, and J. Sarangapani, "Real-time detection of grip length deviation during pull-type fastening: A Mahalanobis-Taguchi System (MTS)-based approach" The International Journal of Advanced Manufacturing Technology, vol. 39, pp. 995-1008, 2008.
    • (2008) The International Journal of Advanced Manufacturing Technology , vol.39 , pp. 995-1008
    • Mohan, D.1    Saygin, C.2    Sarangapani, J.3
  • 27
    • 77955664060 scopus 로고    scopus 로고
    • Real-time detection of grip length during gastening of bolted joints: A Mahalanobis-Taguchi System (MTS)-based approach
    • C. Saygin, D. Mohan, and J. Sarangapani, "Real-time detection of grip length during gastening of bolted joints: A Mahalanobis-Taguchi System (MTS)-based approach" Journal of Intelligent Manufacturing, vol. 21, pp. 377-392, 2010.
    • (2010) Journal of Intelligent Manufacturing , vol.21 , pp. 377-392
    • Saygin, C.1    Mohan, D.2    Sarangapani, J.3
  • 28
    • 67650142510 scopus 로고    scopus 로고
    • Integrating the improvement and the control phase of Six Sigma for categorical responses through application of Mahalanobis-Taguchi System MTS
    • T. Dasgupta, "Integrating the improvement and the control phase of Six Sigma for categorical responses through application of Mahalanobis-Taguchi System MTS" International Journal of Industrial and Systems Engineering, vol. 4, pp. 615-630, 2009.
    • (2009) International Journal of Industrial and Systems Engineering , vol.4 , pp. 615-630
    • Dasgupta, T.1
  • 31
    • 78650023471 scopus 로고    scopus 로고
    • A comparison of the Mahalanobis-Taguchi System to a standard statistical method for defect detection
    • E. A. Cudney, D. Drain, K. Paryani, and S. Naresh, "A comparison of the Mahalanobis-Taguchi System to a standard statistical method for defect detection" Journal of Industrial and Systems Engineering, vol. 2, pp. 250-258, 2009.
    • (2009) Journal of Industrial and Systems Engineering , vol.2 , pp. 250-258
    • Cudney, E.A.1    Drain, D.2    Paryani, K.3    Naresh, S.4
  • 32
    • 33645032780 scopus 로고    scopus 로고
    • Comparison between mahalanobis-taguchi system and artificial neural networks
    • R. Jugulum, "Comparison between Mahalanobis-Taguchi System and Artificial Neural Networks" Journal of Quality Engineering Forum, vol. 10, pp. 60-73, 2002.
    • (2002) Journal of Quality Engineering Forum , vol.10 , pp. 60-73
    • Jugulum, R.1
  • 34
    • 34648841070 scopus 로고    scopus 로고
    • An Evaluation of the robustness of MTS for imbalanced data
    • C. T. Su and Y. H. Hsiao, "An Evaluation of the robustness of MTS for imbalanced data" IEEE Trans. Knowledge and Data Engineering, vol. 19, pp. 1321-1332, 2007.
    • (2007) IEEE Trans. Knowledge and Data Engineering , vol.19 , pp. 1321-1332
    • Su, C.T.1    Hsiao, Y.H.2
  • 35
    • 76849111465 scopus 로고    scopus 로고
    • The use of Mahalanobis-Taguchi System to improve flip-chip bumping height inspection efficiency
    • T. Yang and Y.-T. Cheng, "The use of Mahalanobis-Taguchi System to improve flip-chip bumping height inspection efficiency" Microelectronics Reliability, vol. 50, pp. 407-414, 2010.
    • (2010) Microelectronics Reliability , vol.50 , pp. 407-414
    • Yang, T.1    Cheng, Y.-T.2
  • 37
    • 82455174473 scopus 로고    scopus 로고
    • Ph.D. Dissertation, Engineering Management and Systems Engineering, Missouri University of Science and Technology, Rolla, MO
    • A. Soylemezoglu, "Sensor data-based decision making" Ph.D. Dissertation, Engineering Management and Systems Engineering, Missouri University of Science and Technology, Rolla, MO, 2010.
    • (2010) Sensor Data-Based Decision Making
    • Soylemezoglu, A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.