메뉴 건너뛰기




Volumn 89, Issue 5, 2010, Pages 1141-1149

Statistical key variable analysis and model-based control for the improvement of thermal efficiency of a multi-fuel boiler

Author keywords

Boiler; Cogeneration; Data mining; Steel and iron plant; Thermal efficiency

Indexed keywords

BOILER EFFICIENCY; COGENERATION; DATA-DRIVEN; HEATING VALUE; INDUSTRIAL BOILERS; KEY VARIABLES; LINE EFFICIENCY; MODEL-BASED CONTROLLER; OPTIMAL OPERATION; STATISTICAL MODELS; THERMAL EFFICIENCY; VIRTUAL PLANT SIMULATIONS; VIRTUAL PLANTS;

EID: 77349091811     PISSN: 00162361     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.fuel.2009.07.001     Document Type: Article
Times cited : (26)

References (21)
  • 1
    • 0026858927 scopus 로고
    • Effect of BFG on unburned carbon formation in a coal-fired boiler
    • Ma H.K., and Wu F.S. Effect of BFG on unburned carbon formation in a coal-fired boiler. Int Commun Heat Mass Transfer 19 (1992) 409-421
    • (1992) Int Commun Heat Mass Transfer , vol.19 , pp. 409-421
    • Ma, H.K.1    Wu, F.S.2
  • 2
    • 77349107255 scopus 로고    scopus 로고
    • Development of blast-furnaace gas firing burner for cofiring boilers with pulverized coal
    • Gupta et al, Ed, New York: Kluwer Academic/Plenum Publishers;
    • Kiga T, Ito T, Nakamura M, Watanabe S. Development of blast-furnaace gas firing burner for cofiring boilers with pulverized coal. In: Gupta et al. (Ed.), Impact of mineral impurities in solid fuel combustion. New York: Kluwer Academic/Plenum Publishers; 1999.
    • (1999) Impact of mineral impurities in solid fuel combustion
    • Kiga, T.1    Ito, T.2    Nakamura, M.3    Watanabe, S.4
  • 3
    • 0037400426 scopus 로고    scopus 로고
    • Combustion of residual steel gases: laminar flame analysis and turbulent flamelet modeling
    • Gicquel O., Vervisch L., Joncquet G., Labegorre B., and Darabiha N. Combustion of residual steel gases: laminar flame analysis and turbulent flamelet modeling. Fuel 82 (2003) 983-991
    • (2003) Fuel , vol.82 , pp. 983-991
    • Gicquel, O.1    Vervisch, L.2    Joncquet, G.3    Labegorre, B.4    Darabiha, N.5
  • 4
    • 0041817603 scopus 로고    scopus 로고
    • Minimizing fuel and external costs for a variable-load utility boiler firing fuel oil
    • Kaewboonsong W., and Kouprianov V.I. Minimizing fuel and external costs for a variable-load utility boiler firing fuel oil. Int J Therm Sci 42 (2003) 889-895
    • (2003) Int J Therm Sci , vol.42 , pp. 889-895
    • Kaewboonsong, W.1    Kouprianov, V.I.2
  • 5
    • 33846852236 scopus 로고    scopus 로고
    • Experimental study on effects of operating conditions and fuel quality on thermal efficiency and emission performance of a 300 MW boiler unit firing Thai lignite
    • Tanestsakunvatana V., and Kuprianov V.I. Experimental study on effects of operating conditions and fuel quality on thermal efficiency and emission performance of a 300 MW boiler unit firing Thai lignite. Fuel Process Technol 88 (2007) 199-206
    • (2007) Fuel Process Technol , vol.88 , pp. 199-206
    • Tanestsakunvatana, V.1    Kuprianov, V.I.2
  • 6
    • 18844432320 scopus 로고    scopus 로고
    • Artificial neural network-based prediction of hydrogen content of coal in power station boilers
    • Yao H.M., Vuthaluru H.B., Tade M.O., and Djukanovic D. Artificial neural network-based prediction of hydrogen content of coal in power station boilers. Fuel 84 (2005) 1535-1542
    • (2005) Fuel , vol.84 , pp. 1535-1542
    • Yao, H.M.1    Vuthaluru, H.B.2    Tade, M.O.3    Djukanovic, D.4
  • 7
    • 33645392733 scopus 로고    scopus 로고
    • Parameter estimation of internal thermal mass of building dynamic models using genetic algorithm
    • Wang S., and Xu X. Parameter estimation of internal thermal mass of building dynamic models using genetic algorithm. Energy Convers Manage 47 (2006) 1927-1941
    • (2006) Energy Convers Manage , vol.47 , pp. 1927-1941
    • Wang, S.1    Xu, X.2
  • 8
    • 61349161669 scopus 로고    scopus 로고
    • The operation optimization based on correlation analysis of operation parameters in power plant. International symposium on computational intelligence and design
    • Li J., Gu J., and Niu C. The operation optimization based on correlation analysis of operation parameters in power plant. International symposium on computational intelligence and design. IEEE Comput Soc (2008) 138-141
    • (2008) IEEE Comput Soc , pp. 138-141
    • Li, J.1    Gu, J.2    Niu, C.3
  • 9
    • 33847764068 scopus 로고    scopus 로고
    • Constraint-based control of boiler efficiency: a data-ming approach
    • Song Z., and Kusiak A. Constraint-based control of boiler efficiency: a data-ming approach. IEEE Trans Ind Inform 3 1 (2007) 73-83
    • (2007) IEEE Trans Ind Inform , vol.3 , Issue.1 , pp. 73-83
    • Song, Z.1    Kusiak, A.2
  • 10
    • 0026853320 scopus 로고
    • Nonlinear PLS modelling using neural networks
    • Qin S.J., and McAvoy T.J. Nonlinear PLS modelling using neural networks. Comput Chem Eng 16 (1992) 379-391
    • (1992) Comput Chem Eng , vol.16 , pp. 379-391
    • Qin, S.J.1    McAvoy, T.J.2
  • 11
    • 0043015539 scopus 로고    scopus 로고
    • Nonlinear principal component analysis based on principal curves and neural networks
    • Dong D., and McAvoy T.J. Nonlinear principal component analysis based on principal curves and neural networks. Comput Chem Eng 20 (1996) 65-78
    • (1996) Comput Chem Eng , vol.20 , pp. 65-78
    • Dong, D.1    McAvoy, T.J.2
  • 12
    • 0035812256 scopus 로고    scopus 로고
    • The enhancement of empirical model capability and optimal/robust design of intractable processes
    • Lin J.S., Jang S.S., and Shieh S.S. The enhancement of empirical model capability and optimal/robust design of intractable processes. Ind Eng Chem Res 40 18 (2001) 3936-3950
    • (2001) Ind Eng Chem Res , vol.40 , Issue.18 , pp. 3936-3950
    • Lin, J.S.1    Jang, S.S.2    Shieh, S.S.3
  • 13
    • 0037381255 scopus 로고    scopus 로고
    • Constrained optimization of combustion in a simulated coal-fired boiler using artificial neural network model and information analysis
    • Chu J.Z., Shieh S.S., Jang S.S., Chien C.I., Wan H.P., and Ko H.H. Constrained optimization of combustion in a simulated coal-fired boiler using artificial neural network model and information analysis. Fuel 82 (2003) 693-703
    • (2003) Fuel , vol.82 , pp. 693-703
    • Chu, J.Z.1    Shieh, S.S.2    Jang, S.S.3    Chien, C.I.4    Wan, H.P.5    Ko, H.H.6
  • 14
    • 0034694877 scopus 로고    scopus 로고
    • Seasonal to interannual rainfall probabilistic forecasts for improved water supply management: Part 1 - a strategy for system predictor identification
    • Sharma A. Seasonal to interannual rainfall probabilistic forecasts for improved water supply management: Part 1 - a strategy for system predictor identification. J Hydrol 239 (2000) 232-239
    • (2000) J Hydrol , vol.239 , pp. 232-239
    • Sharma, A.1
  • 15
    • 10644295753 scopus 로고    scopus 로고
    • Input determination for neural network models in water resources applications. Part 1 - background and methodology
    • Bowden G.J., Dandy G.C., and Maier H.R. Input determination for neural network models in water resources applications. Part 1 - background and methodology. J Hydrol 301 (2005) 75-92
    • (2005) J Hydrol , vol.301 , pp. 75-92
    • Bowden, G.J.1    Dandy, G.C.2    Maier, H.R.3
  • 16
    • 32944462016 scopus 로고    scopus 로고
    • Mutual information for the selection of relevant variables in spectrometric nonlinear modelling
    • Rossi F., Lendasse A., Francois D., Wertz V., and Verleysen M. Mutual information for the selection of relevant variables in spectrometric nonlinear modelling. Chemometr Intell Lab Syst 80 (2006) 215-226
    • (2006) Chemometr Intell Lab Syst , vol.80 , pp. 215-226
    • Rossi, F.1    Lendasse, A.2    Francois, D.3    Wertz, V.4    Verleysen, M.5
  • 17
    • 44749087316 scopus 로고    scopus 로고
    • Non-linear variable selection for artificial neural networks using partial mutual information
    • May R.J., Maier H.R., Dandy G.C., and Fernando T.M.K.G. Non-linear variable selection for artificial neural networks using partial mutual information. Environ Modell Software 23 (2008) 1312-1326
    • (2008) Environ Modell Software , vol.23 , pp. 1312-1326
    • May, R.J.1    Maier, H.R.2    Dandy, G.C.3    Fernando, T.M.K.G.4
  • 18
  • 20
    • 0001560241 scopus 로고
    • Numerical aspects of different Kalman filter implementations
    • Verhaegen M., and Van Doorn P. Numerical aspects of different Kalman filter implementations. IEEE Trans Automat Contr 31 (1986) 907-917
    • (1986) IEEE Trans Automat Contr , vol.31 , pp. 907-917
    • Verhaegen, M.1    Van Doorn, P.2
  • 21
    • 0015207267 scopus 로고
    • Discrete square root filtering: a survey of current techniques
    • Kaminski P., Bryson A.E., and Schmidt S.F. Discrete square root filtering: a survey of current techniques. IEEE Trans Automat Contr 16 (1971) 727-736
    • (1971) IEEE Trans Automat Contr , vol.16 , pp. 727-736
    • Kaminski, P.1    Bryson, A.E.2    Schmidt, S.F.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.