메뉴 건너뛰기




Volumn 12, Issue 1, 2012, Pages 196-203

Automatic rule learning using roughset for fuzzy classifier in fault categorization of mono-block centrifugal pump

Author keywords

Antminer; Centrifugal pump; Fuzzy logic; Multi layer perceptron; Roughset; Rule learning; Statistical features

Indexed keywords

ANTMINER; MULTI-LAYER PERCEPTRON; ROUGHSET; RULE LEARNING; STATISTICAL FEATURES;

EID: 81155123062     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2011.08.053     Document Type: Article
Times cited : (41)

References (23)
  • 1
    • 14844337831 scopus 로고    scopus 로고
    • The application of acoustic emission for detecting incipient cavitation and the best efficiency point of a 60 kW centrifugal pump: Case study
    • DOI 10.1016/j.ndteint.2004.10.002, PII S0963869504001306
    • L. Alfayez, D. Mba, and G. Dyson The application of acoustic emission for detecting incipient cavitation and the best efficiency point of a 60 kW mono block centrifugal pump NDT&E International 38 2005 354 358 (Pubitemid 40339649)
    • (2005) NDT and E International , vol.38 , Issue.5 , pp. 354-358
    • Alfayez, L.1    Mba, D.2    Dyson, G.3
  • 2
    • 43449095877 scopus 로고    scopus 로고
    • Sequential condition diagnosis for centrifugal pump system using fuzzy neural network
    • H. Wang, and P. Chen Sequential condition diagnosis for centrifugal pump system using fuzzy neural network Neural Information Processing: Letters and Reviews 2 2007 41 50
    • (2007) Neural Information Processing: Letters and Reviews , vol.2 , pp. 41-50
    • Wang, H.1    Chen, P.2
  • 3
    • 34548515285 scopus 로고    scopus 로고
    • Artificial neural network approach for fault detection in rotary system
    • DOI 10.1016/j.asoc.2007.06.002, PII S1568494607000580
    • S. Rajakarunakaran, P. Venkumar, D. Devaraj, and K. Surya Prakasa Rao Artificial neural network approach for fault detection in rotary system Applied Soft Computing 8 2008 740 748 (Pubitemid 47374604)
    • (2008) Applied Soft Computing Journal , vol.8 , Issue.1 , pp. 740-748
    • Rajakarunakaran, S.1    Venkumar, P.2    Devaraj, D.3    Rao, K.S.P.4
  • 5
    • 0344704278 scopus 로고    scopus 로고
    • A combined method for triplex pump fault diagnosis based on wavelet transform, fuzzy logic and neuro-networks
    • F. Konga, and R. Chen A combined method for triplex pump fault diagnosis based on wavelet transform, fuzzy logic and neuro-networks Mechanical Systems and Signal Processing 18 2004 161 168
    • (2004) Mechanical Systems and Signal Processing , vol.18 , pp. 161-168
    • Konga, F.1    Chen, R.2
  • 6
    • 79951578204 scopus 로고    scopus 로고
    • Application of support vector machine (SVM) and proximal support vector machine (PSVM) for fault classification of monoblock centrifugal pump
    • N.R. Sakthivel, V. Sugumaran, and B.B. Nair Application of support vector machine (SVM) and proximal support vector machine (PSVM) for fault classification of monoblock centrifugal pump International Journal of Data Analysis Techniques and Strategies 2 2010 38 61
    • (2010) International Journal of Data Analysis Techniques and Strategies , vol.2 , pp. 38-61
    • Sakthivel, N.R.1    Sugumaran, V.2    Nair, B.B.3
  • 7
    • 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 24 2010 1887 1906
    • (2010) Mechanical Systems and Signal Processing , vol.24 , pp. 1887-1906
    • Sakthivel, N.R.1    Sugumaran, V.2    Nair, B.B.3
  • 9
    • 0028467586 scopus 로고
    • On-line condition monitoring of rotating equipment using neural networks
    • J.P. Peck, and J. Burrows On-line condition monitoring of rotating equipment using neural networks ISA Transactions 33 1994 159 164
    • (1994) ISA Transactions , vol.33 , pp. 159-164
    • Peck, J.P.1    Burrows, J.2
  • 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 39 2000 309 316
    • (2000) ISA Transactions , vol.39 , pp. 309-316
    • Koo, I.S.1    Kim, W.W.2
  • 11
  • 15
    • 0013326060 scopus 로고    scopus 로고
    • Feature selection for classification
    • M. Dash, and H. Liu Feature selection for classification Intelligent Data Analysis 1 3 1997 131 156
    • (1997) Intelligent Data Analysis , vol.1 , Issue.3 , pp. 131-156
    • Dash, M.1    Liu, H.2
  • 17
    • 0002395767 scopus 로고
    • The discernibility matrices and functions in information systems
    • R. Slowinski, Kluwer Academic Dordrecht
    • A. Skowron, and RauszerF C. The discernibility matrices and functions in information systems R. Slowinski, Intelligent Decision Support 1992 Kluwer Academic Dordrecht 331 362
    • (1992) Intelligent Decision Support , pp. 331-362
    • Skowron, A.1    Rauszerf, C.2
  • 18
    • 56449120614 scopus 로고    scopus 로고
    • CAnt-Miner: An ant colony classification algorithm to cope with continuous attributes
    • M. Dorigo, M. Birattari, C. Blum, M. Clerc, T. Stützle, A.F.T. Winfield, Springer Heidelberg
    • F. Otero, A. Freitas, and C. Johnson cAnt-Miner: an ant colony classification algorithm to cope with continuous attributes M. Dorigo, M. Birattari, C. Blum, M. Clerc, T. Stützle, A.F.T. Winfield, ANTS 2008. LNCS 5217 2008 Springer Heidelberg 48 59
    • (2008) ANTS 2008. LNCS 5217 , pp. 48-59
    • Otero, F.1    Freitas, A.2    Johnson, C.3
  • 19
    • 0033084695 scopus 로고    scopus 로고
    • Ant algorithms for discrete optimization
    • M. Dorigo, and G.D. Cao Ant algorithms for discrete optimization Artificial Life 5 1999 137 172
    • (1999) Artificial Life , vol.5 , pp. 137-172
    • Dorigo, M.1    Cao, G.D.2
  • 21
    • 0023999614 scopus 로고
    • Fuzzy logic
    • L.A. Zadeh Fuzzy logic IEEE Computing 21 4 1988 83 92
    • (1988) IEEE Computing , vol.21 , Issue.4 , pp. 83-92
    • Zadeh, L.A.1
  • 22
    • 0031521391 scopus 로고    scopus 로고
    • Forecasting economic time series using flexible versus fixed specification and linear versus nonlinear econometric models
    • PII S0169207097000307
    • N.R. Swanson, and H. White Forecasting economic time series using flexible versus fixed specification and linear versus nonlinear econometric models International Journal of Forecasting 13 1997 439 461 (Pubitemid 127165202)
    • (1997) International Journal of Forecasting , vol.13 , Issue.4 , pp. 439-461
    • Swanson, N.R.1    White, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.