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Volumn 197, Issue 1-3, 2008, Pages 344-362

Representation and control of the cold rolling process through artificial neural networks via sensitivity factors

Author keywords

Cold rolling process; Neural networks; Predictive model; Steel industry; Virtual sensor

Indexed keywords

COMPUTATIONAL METHODS; IRON AND STEEL INDUSTRY; MATHEMATICAL MODELS; NEURAL NETWORKS; NONLINEAR EQUATIONS; PARAMETER ESTIMATION; PROCESS CONTROL; SENSITIVITY ANALYSIS; SENSORS;

EID: 37048998533     PISSN: 09240136     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jmatprotec.2007.06.063     Document Type: Article
Times cited : (28)

References (39)
  • 1
  • 2
    • 33751573040 scopus 로고    scopus 로고
    • Why does output normalization create problems in multiple classifier systems?
    • Altincay H., and Demirekler M. Why does output normalization create problems in multiple classifier systems?. Proc. ICPR (2002) 775-778
    • (2002) Proc. ICPR , pp. 775-778
    • Altincay, H.1    Demirekler, M.2
  • 4
    • 37049015122 scopus 로고    scopus 로고
    • Baptista, E., 1986. Uma metodologia para o desenvolvimento de modelos em variável de estados para laminadores de chapas a frio, Anais do 6° Congresso Brasileiro de Automática, Belo Horizonte, Brazil, pp. 585-589.
  • 5
    • 0001103472 scopus 로고
    • The calculation of roll force and torque in cold strip rolling with tensions
    • Bland D.R., and Ford H. The calculation of roll force and torque in cold strip rolling with tensions. Proc. Inst. Mech. Eng. 158 (1948) 174
    • (1948) Proc. Inst. Mech. Eng. , vol.158 , pp. 174
    • Bland, D.R.1    Ford, H.2
  • 7
    • 0025513298 scopus 로고
    • A roll eccentricity sensor for steel-strip rolling mills
    • Chicharo J.F., and Tung S. A roll eccentricity sensor for steel-strip rolling mills. IEEE Trans. Ind. Appl. 26 6 (1990) 1063-1069
    • (1990) IEEE Trans. Ind. Appl. , vol.26 , Issue.6 , pp. 1063-1069
    • Chicharo, J.F.1    Tung, S.2
  • 8
    • 37049014900 scopus 로고    scopus 로고
    • Denti, J., 1994. Um método de controle dinâmico de laminadores reversíveis, Doctoral thesis, EEUFMG, Belo Horizonte, Brazil.
  • 9
    • 37049015355 scopus 로고    scopus 로고
    • Gálvez, J.M., Zárate, L.E., Helman, H., 2003. A model-based predictive control scheme for steal rolling mills using neural networks, Revista Brasileira de Ciências Mecânicas, RBCM vol. XXV, no. 1.
  • 12
    • 0025466742 scopus 로고    scopus 로고
    • Hishikawa, S., Maeda, H., Nagakura, H., Hattori, S., Nakajima, M., Katayama, Y., 1990. New control techniques for cold rolling mills-applications to aluminum rolling, vol. 39, no. 4, pp. 221-230.
  • 14
    • 0029196793 scopus 로고
    • Development of fuzzy control algorithm for shape control in cold rolling
    • Jung J.-Y., Im Y.-T., and Hyung L.-K. Development of fuzzy control algorithm for shape control in cold rolling. J. Mater. Process. Technol. 48 (1995) 187-195
    • (1995) J. Mater. Process. Technol. , vol.48 , pp. 187-195
    • Jung, J.-Y.1    Im, Y.-T.2    Hyung, L.-K.3
  • 15
    • 0037147038 scopus 로고    scopus 로고
    • Applications of ANN for the dimensional accuracy of workpiece in hot rod rolling process
    • Kim D.H., Lee Y., and Kim B.M. Applications of ANN for the dimensional accuracy of workpiece in hot rod rolling process. J. Mater. Process. Technol. 130/131 (2002) 214-218
    • (2002) J. Mater. Process. Technol. , vol.130-131 , pp. 214-218
    • Kim, D.H.1    Lee, Y.2    Kim, B.M.3
  • 16
    • 37049027116 scopus 로고    scopus 로고
    • Kovács, Z.L., 1996. Redes Neurais Artificiais, Edição Acadêmica São Paulo, Cap 5, São Paulo, Brazil, pp. 75 and 76.
  • 20
    • 0001289142 scopus 로고
    • The calculation of roll pressure in hot and cold rolling
    • Orowan E. The calculation of roll pressure in hot and cold rolling. Proc. Inst. Mech. Eng. 150 (1944) 140-167
    • (1944) Proc. Inst. Mech. Eng. , vol.150 , pp. 140-167
    • Orowan, E.1
  • 21
    • 33645312986 scopus 로고
    • A simplified cold rolling model
    • Roberts W.L. A simplified cold rolling model. Iron Steel Eng. 42 10 (1965) 75-87
    • (1965) Iron Steel Eng. , vol.42 , Issue.10 , pp. 75-87
    • Roberts, W.L.1
  • 23
    • 0035445545 scopus 로고    scopus 로고
    • Current and Future development in neural computation in steel processing
    • Shlang M., Lang B., Poppe T., Runkler T., and Weinzier K. Current and Future development in neural computation in steel processing. Control Eng. Pract. 9 (2001) 975-986
    • (2001) Control Eng. Pract. , vol.9 , pp. 975-986
    • Shlang, M.1    Lang, B.2    Poppe, T.3    Runkler, T.4    Weinzier, K.5
  • 25
    • 9444292408 scopus 로고    scopus 로고
    • A study on genetic algorithm to select architecture of a optimal neural network in the hot rolling process
    • Son J.S., Lee D.M., Kim I.S., and Choi S.K. A study on genetic algorithm to select architecture of a optimal neural network in the hot rolling process. J. Mater. Process. Technol. 153/154 (2004) 643-648
    • (2004) J. Mater. Process. Technol. , vol.153-154 , pp. 643-648
    • Son, J.S.1    Lee, D.M.2    Kim, I.S.3    Choi, S.K.4
  • 26
    • 17844399818 scopus 로고    scopus 로고
    • A study on on-line neural network for prediction for rolling force in hot-rolling mill
    • Son J.-S., Lee D.-M., Kim I.-S., and Choi S.-G. A study on on-line neural network for prediction for rolling force in hot-rolling mill. J. Mater. Process. Technol. 164/165 (2005) 1612-1617
    • (2005) J. Mater. Process. Technol. , vol.164-165 , pp. 1612-1617
    • Son, J.-S.1    Lee, D.-M.2    Kim, I.-S.3    Choi, S.-G.4
  • 28
    • 20744434593 scopus 로고    scopus 로고
    • A robust neural network approach for spatial and intensity-dependent normalization of cDNA microarray data
    • Tarca A.L., and Cooke J.E.K. A robust neural network approach for spatial and intensity-dependent normalization of cDNA microarray data. Bioinformatics 21 11 (2005) 2674-2683
    • (2005) Bioinformatics , vol.21 , Issue.11 , pp. 2674-2683
    • Tarca, A.L.1    Cooke, J.E.K.2
  • 29
    • 25644446327 scopus 로고
    • Fundamentals of strip mill automatic gage control systems
    • Wallace J.W. Fundamentals of strip mill automatic gage control systems. Iron Steel Eng. September (1964) 193-202
    • (1964) Iron Steel Eng. , vol.September , pp. 193-202
    • Wallace, J.W.1
  • 31
    • 5044222543 scopus 로고    scopus 로고
    • Roll lod prediction-data collection, analysis and neural network modeling
    • Yang Y.Y., Linkens D.A., and Talamantes-Silva J. Roll lod prediction-data collection, analysis and neural network modeling. J. Mater. Process. Technol. 152 (2004) 304-315
    • (2004) J. Mater. Process. Technol. , vol.152 , pp. 304-315
    • Yang, Y.Y.1    Linkens, D.A.2    Talamantes-Silva, J.3
  • 32
    • 5044222543 scopus 로고    scopus 로고
    • Roll load prediction-data collection, analysis and neural network modelling
    • Yang Y.Y., Linkens D., and Talamantes-Silva. Roll load prediction-data collection, analysis and neural network modelling. J. Mater. Process. Technol. 152 (2004) 304-315
    • (2004) J. Mater. Process. Technol. , vol.152 , pp. 304-315
    • Yang, Y.Y.1    Linkens, D.2    Talamantes-Silva3
  • 33
    • 37049011192 scopus 로고    scopus 로고
    • Zárate, L.E., 1998. Um Método para Análise da Laminação Tandem a Frio, Doctoral Thesis, Universidade Federal de Minas Gerais, Escola de Engenharia Metalurgica e de Minas, Belo Horizonte, MG, Brazil.
  • 34
    • 37049012256 scopus 로고    scopus 로고
    • Zárate, L.E., Bittencout, F.R., 2001. "Analise Qualitativa de Processos Através dos Fatores de sensibilidade via Redes Neurais e sua Aplicação na Laminação em Tandem". V Congresso Brasileiro de Redes Neurais, V.1 p. 421-426, Rio de Janeiro, Rj, Brazil.
  • 35
    • 37049008048 scopus 로고    scopus 로고
    • Zárate, L.E., Bittencout, F.R., 2002. Controle da Laminação a frio Baseado em Redes Neurais com Capacidade de Generalização e Lógica Nebulosa via Fatores de Sensibilidade, XIV CBA, vol. I, September, Natal, RN, Brazil.
  • 37
    • 37049002869 scopus 로고    scopus 로고
    • Zárate, L.E., Song, M., Helman, H., 1998b. Algoritmo para Linearização de Processos via redes neurais e sua análise de comportamento assintótico, V Simpósio Brasileiro de Redes Neurais, Dez. Belo Horizonte, Brazil, pp. 199-204.
  • 38
    • 0017431528 scopus 로고    scopus 로고
    • Zeltkalns, A., Ricciatti, R.L., 1977. Force sensing in rolling mills, pp. 72-78.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.