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Volumn 36, Issue 20, 2003, Pages 243-248

Partial least squares for power plant performance monitoring

Author keywords

Neural networks; Non linear models; Partial lest squares; Performance monitoring; Power station boilers

Indexed keywords

BOILER CONTROL; DISTRIBUTED PARAMETER CONTROL SYSTEMS; GAS EMISSIONS; NEURAL NETWORKS; PROCESS MONITORING;

EID: 79960738564     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1016/S14746670(17)34474-9     Document Type: Conference Paper
Times cited : (3)

References (16)
  • 2
    • 0033544443 scopus 로고    scopus 로고
    • Nonlinear projection to latent structures revisited (the neural network pls algorithm)
    • Baffi, G., E.B. Martin and AJ. Morris (1999). Nonlinear projection to latent structures revisited (the neural network PLS algorithm). Computers and Chemical Engineering, 2 3, pp. 1293-1307.
    • (1999) Computers and Chemical Engineering , vol.2 , Issue.3 , pp. 1293-1307
    • Baffi, G.1    Martin, E.B.2    Morris, A.J.3
  • 4
    • 0000621802 scopus 로고
    • Multivariable functional interpolation and adaptive networks
    • Broornhead, D.S. and D. Lowe (1988). Multivariable functional interpolation and adaptive networks. Complex Systems, 2, pp. 321-355.
    • (1988) Complex Systems , vol.2 , pp. 321-355
    • Broornhead, D.S.1    Lowe, D.2
  • 5
    • 0029357132 scopus 로고
    • Development of an on-line fuzzy expert system for integrated alarm processing in nuclear power plants
    • Choi, S.S., K.S. Kang, H.G. Kim and S.H. Chang (1995). Development of an on-line fuzzy expert system for integrated alarm processing in nuclear power plants. IEEE Trans. Nuclear Science, 42, pp. 1406-1418.
    • (1995) IEEE Trans. Nuclear Science , vol.42 , pp. 1406-1418
    • Choi, S.S.1    Kang, K.S.2    Kim, H.G.3    Chang, S.H.4
  • 6
    • 0030269512 scopus 로고    scopus 로고
    • Identification of faulty sensors using principal component analysis
    • Dunia R., S. Qin, T.F. Edgar, T.J. McAvoy (1996). Identification of faulty sensors using principal component analysis. AIChE Journal, 42, pp. 2797-2812.
    • (1996) AIChE Journal , vol.42 , pp. 2797-2812
    • Dunia, R.1    Qin, S.2    Edgar, T.F.3    McAvoy, T.J.4
  • 7
    • 0032144398 scopus 로고    scopus 로고
    • Subspace approach to multidimensional fault identification and reconstruction
    • Dunia, R. and S. Qin (1998). Subspace approach to multidimensional fault identification and reconstruction. AIChE Journal, 44, pp. 1813-1831.
    • (1998) AIChE Journal , vol.44 , pp. 1813-1831
    • Dunia, R.1    Qin, S.2
  • 8
    • 11144325691 scopus 로고
    • Partial least squares regression: A tutorial
    • Geladi, P. and B.R. Kowalski (1986). Partial least squares regression: A tutorial. Analytica Chimica Acta, l 85, pp. 1-17.
    • (1986) Analytica Chimica Acta, l , vol.85 , pp. 1-17
    • Geladi, P.1    Kowalski, B.R.2
  • 9
    • 85064434186 scopus 로고    scopus 로고
    • Application of data mining to optimize settings for generator tripping and load shedding system (rptc) in emergency control at hydro-Quebec
    • Naples, Italy
    • Huang, lA, S. Harrison, G. Vanier, A Valette and L. Wehenkel (2002). Application of data mining to optimize settings for generator tripping and load shedding system (RPTC) in emergency control at Hydro-Quebec. Int. Con! on Probabilistic Methods Applied to Power Systems, Naples, Italy, pp. 615-621.
    • (2002) Int. Con! on Probabilistic Methods Applied to Power Systems , pp. 615-621
    • Huang, L.1    Harrison, S.2    Vanier, G.3    Valette, A.4    Wehenkel, L.5
  • 13
    • 0032044750 scopus 로고    scopus 로고
    • Recursive pls algorithms for adaptive data modelling
    • Qin, SJ. (1998). Recursive PLS algorithms for adaptive data modelling. Computers Chem. Engng., 22, pp. 503-514.
    • (1998) Computers Chem. Engng. , vol.22 , pp. 503-514
    • Qin, S.J.1
  • 14
    • 0031623552 scopus 로고    scopus 로고
    • On-line optimization and monitoring of power plant performance through machine learning techniques
    • Swidenbank, E., l. Garcia, D. Flynn, J. Rapun (1998). On-line optimization and monitoring of power plant performance through machine learning techniques. lEE Control '98, Swansea, pp. 257-262.
    • (1998) LEE Control '98, Swansea , pp. 257-262
    • Swidenbank, E.1    Garcia, L.2    Flynn, D.3    Rapun, J.4
  • 15
    • 84951601886 scopus 로고
    • Cross-validatory estimation of the number of components in factor and principal components models
    • WoId, S. (1978). Cross-validatory estimation of the number of components in factor and principal components models. Technometrics, 20, pp. 397405.
    • (1978) Technometrics , vol.20 , pp. 397-405
    • WoId, S.1
  • 16
    • 7444272575 scopus 로고    scopus 로고
    • Relationships between statistical and causal model based approaches to fault detection and isolation
    • Pisa, Italy
    • Yoon, S. and IF. MacGregor (2000). Relationships between statistical and causal model based approaches to fault detection and isolation. IFAC Advanced Control of Chemical Processes, Pisa, Italy, pp. 81-86.
    • (2000) IFAC Advanced Control of Chemical Processes , pp. 81-86
    • Yoon, S.1    MacGregor, I.F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.