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Volumn 21, Issue 5, 2006, Pages 567-572

An efficient model for batch annealing using a neural network

Author keywords

Batch annealing; Bell annealing; Cold rolled steel; Differential evolution; Exhaustive search; Furnace; Genetic algorithm; Grain size; Mechanical property; Microstructure; Modeling; Neural network; Optimization; Productivity; Thermal model

Indexed keywords

COMPUTER SIMULATION; FURNACES; GENETIC ALGORITHMS; GRAIN SIZE AND SHAPE; HEAT TRANSFER; MATHEMATICAL MODELS; MECHANICAL PROPERTIES; MICROSTRUCTURE; NEURAL NETWORKS; ONLINE SYSTEMS; OPTIMIZATION; PHASE TRANSITIONS; PRODUCTIVITY;

EID: 33745333792     PISSN: 10426914     EISSN: 15322475     Source Type: Journal    
DOI: 10.1080/10426910600599356     Document Type: Article
Times cited : (18)

References (15)
  • 1
    • 0036659086 scopus 로고    scopus 로고
    • Applications of integrated batch annealing furnace simulator
    • Sahay, S.S.; Kumar, A.M. Applications of integrated batch annealing furnace simulator. Materials & Manufacturing Processes 2002, 17, 439-453.
    • (2002) Materials & Manufacturing Processes , vol.17 , pp. 439-453
    • Sahay, S.S.1    Kumar, A.M.2
  • 3
  • 5
    • 0037460175 scopus 로고    scopus 로고
    • Accelerated grain growth behavior during cyclic annealing
    • Sahay, S.S.; Malhotra, C.P.; Kolkhede, A.M. Accelerated grain growth behavior during cyclic annealing. Acta Materialia 2003, 57, 339-346.
    • (2003) Acta Materialia , vol.57 , pp. 339-346
    • Sahay, S.S.1    Malhotra, C.P.2    Kolkhede, A.M.3
  • 6
    • 17744398420 scopus 로고    scopus 로고
    • Analysis of the nonisothermal crystallization kinetics in three linear aromatic polyester systems
    • Sahay, S.S.; Krishnan, K. Analysis of the nonisothermal crystallization kinetics in three linear aromatic polyester systems. Thermochimica Acta 2005, 430, 23-29.
    • (2005) Thermochimica Acta , vol.430 , pp. 23-29
    • Sahay, S.S.1    Krishnan, K.2
  • 7
    • 3142687469 scopus 로고    scopus 로고
    • Development of integrated model for batch annealing of cold rolled steels
    • Sahay, S.S.; Kumar, A.M.; Chatterjee, A. Development of integrated model for batch annealing of cold rolled steels. Ironmaking and Steelmaking 2004, 31, 144-152.
    • (2004) Ironmaking and Steelmaking , vol.31 , pp. 144-152
    • Sahay, S.S.1    Kumar, A.M.2    Chatterjee, A.3
  • 8
    • 33645062409 scopus 로고    scopus 로고
    • An integrated batch annealing furnace simulator
    • Sahay, S.S. An integrated batch annealing furnace simulator. Journal de Physique IV 2004, 120, 809-817.
    • (2004) Journal de Physique IV , vol.120 , pp. 809-817
    • Sahay, S.S.1
  • 9
    • 33745403037 scopus 로고    scopus 로고
    • In pursuit of cycle time reduction of a highly automated industrial batch annealing operation
    • Sahay, S.S.; Krishnan, K.; Kulthe, M.; Chodha, A.; Bhattacharya, B.; Das, A.K. In pursuit of cycle time reduction of a highly automated industrial batch annealing operation. Tata Search 2006, 2, 387-397.
    • (2006) Tata Search , vol.2 , pp. 387-397
    • Sahay, S.S.1    Krishnan, K.2    Kulthe, M.3    Chodha, A.4    Bhattacharya, B.5    Das, A.K.6
  • 10
    • 0033340110 scopus 로고    scopus 로고
    • Forecasting heat levels in blast furnaces using a neural network model
    • Otsuka, Y.; Konishi, M.; Hanaoka, K.; Maki, T. Forecasting heat levels in blast furnaces using a neural network model. ISIJ International 1999, 39, 1047-1052.
    • (1999) ISIJ International , vol.39 , pp. 1047-1052
    • Otsuka, Y.1    Konishi, M.2    Hanaoka, K.3    Maki, T.4
  • 11
    • 0141717835 scopus 로고    scopus 로고
    • Grain growth modelling for continuous reheating process - A neural network-based approach
    • Yang, Y.Y.; Linkens, D.A.; Mahfouf, M.; Rose, A.J. Grain growth modelling for continuous reheating process - A neural network-based approach. ISIJ International 2003, 43,1040-1049.
    • (2003) ISIJ International , vol.43 , pp. 1040-1049
    • Yang, Y.Y.1    Linkens, D.A.2    Mahfouf, M.3    Rose, A.J.4
  • 12
    • 0028540165 scopus 로고
    • Adaptive neural net (ANN) models for desulphurization of hot-metal and steel
    • Datta, A.; Hareesh, M.; Kalra, P.K.; Deo, B.; Boom, R. Adaptive neural net (ANN) models for desulphurization of hot-metal and steel. Steel Research 1994, 65, 466-471.
    • (1994) Steel Research , vol.65 , pp. 466-471
    • Datta, A.1    Hareesh, M.2    Kalra, P.K.3    Deo, B.4    Boom, R.5
  • 14
    • 0037774808 scopus 로고    scopus 로고
    • Genetic algorithms in ferrous production metallurgy
    • Chakraborti, N. Genetic algorithms in ferrous production metallurgy. Surveys on Mathematics for Industry 2002, 10, 269-291.
    • (2002) Surveys on Mathematics for Industry , vol.10 , pp. 269-291
    • Chakraborti, N.1
  • 15
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution - A simple and efficient adaptive scheme for global optimization over continuous spaces
    • Storn, R.; Price, K. Differential evolution - A simple and efficient adaptive scheme for global optimization over continuous spaces. J. Global Optimization 1997, 11, 341-359.
    • (1997) J. Global Optimization , vol.11 , pp. 341-359
    • Storn, R.1    Price, K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.