메뉴 건너뛰기




Volumn 25, Issue 8, 2007, Pages 967-982

The use of ANN and the mathematical model for prediction of the main product yields in the thermal cracking of naphtha

Author keywords

Artificial neural networks; Kinetic model; Modeling; Naphtha; Thermal cracking

Indexed keywords

COMPUTER SIMULATION; CRACK INITIATION; MATHEMATICAL MODELS; NEURAL NETWORKS; PYROLYSIS; THERMAL EFFECTS;

EID: 34548316761     PISSN: 10916466     EISSN: 15322459     Source Type: Journal    
DOI: 10.1080/10916460500423304     Document Type: Article
Times cited : (30)

References (19)
  • 1
    • 0036629323 scopus 로고    scopus 로고
    • Thermal stability of alkylaromatics in natural systems: Kinetics of thermal decomposition of dodecylbenzene
    • Behar, F., Lorant, F., Budzinski, H., and Desavis, E. (2002). Thermal stability of alkylaromatics in natural systems: Kinetics of thermal decomposition of dodecylbenzene. Energy & Fuels 16:831.
    • (2002) Energy & Fuels , vol.16 , pp. 831
    • Behar, F.1    Lorant, F.2    Budzinski, H.3    Desavis, E.4
  • 4
    • 0035851968 scopus 로고    scopus 로고
    • Investigation of the kinetics of ethylbenzene pyrolysis Using a temperature-scanning reactor
    • Domke, S. B., Pogue, R. F., Van Neer, F. J. R., Smith, C. M., and Wojciechowski, B. W (2001). Investigation of the kinetics of ethylbenzene pyrolysis Using a temperature-scanning reactor. Ind. Eng. Chem. Res. 40:5878.
    • (2001) Ind. Eng. Chem. Res , vol.40 , pp. 5878
    • Domke, S.B.1    Pogue, R.F.2    Van Neer, F.J.R.3    Smith, C.M.4    Wojciechowski, B.W.5
  • 5
    • 0346154861 scopus 로고    scopus 로고
    • Applications of neural networks and genetic algorithms to CVI processes in carbon/carbon composites
    • Hejun, L., Aijun, L., Kezhi, L., and Zhengbing, G. (2004). Applications of neural networks and genetic algorithms to CVI processes in carbon/carbon composites. Acta Materialia 52:299.
    • (2004) Acta Materialia , vol.52 , pp. 299
    • Hejun, L.1    Aijun, L.2    Kezhi, L.3    Zhengbing, G.4
  • 6
    • 0035812574 scopus 로고    scopus 로고
    • Artificial neural network-aided design of a multi-component catalyst for methane oxidative coupling
    • Huang, K., Chen, F. Q., and Lu, D. W. (2001). Artificial neural network-aided design of a multi-component catalyst for methane oxidative coupling. Applied Catalysis A: General 219:61.
    • (2001) Applied Catalysis A: General , vol.219 , pp. 61
    • Huang, K.1    Chen, F.Q.2    Lu, D.W.3
  • 9
    • 0031735568 scopus 로고    scopus 로고
    • Neural networks in multivariate calibration
    • Massart, D. L., and Despagne, F. (1998). Neural networks in multivariate calibration. Analyst 123:157R.
    • (1998) Analyst , vol.123
    • Massart, D.L.1    Despagne, F.2
  • 10
    • 0035972391 scopus 로고    scopus 로고
    • Pyrolysis reaction mechanism for industrial naphtha cracking furnaces
    • Park, S., and Joo, E. (2001). Pyrolysis reaction mechanism for industrial naphtha cracking furnaces. Ind. Eng. Chem. Res. 40:2409.
    • (2001) Ind. Eng. Chem. Res , vol.40 , pp. 2409
    • Park, S.1    Joo, E.2
  • 11
    • 0037289687 scopus 로고    scopus 로고
    • A wide range kinetic modeling study of the pyrolysis and combustion of naphthenes
    • Ranzi, E., Granata, S., and Faravelli, T. (2003). A wide range kinetic modeling study of the pyrolysis and combustion of naphthenes. Combust. Flame 132:533.
    • (2003) Combust. Flame , vol.132 , pp. 533
    • Ranzi, E.1    Granata, S.2    Faravelli, T.3
  • 12
    • 0028542799 scopus 로고
    • Coke formation in the thermal cracking of hydrocarbons. 4. Modeling of coke formation in naphtha cracking
    • Reynierst, G. C., and Fromenti, G. F. (1994). Coke formation in the thermal cracking of hydrocarbons. 4. Modeling of coke formation in naphtha cracking. Ind. Eng. Chem. Res. 33:2584.
    • (1994) Ind. Eng. Chem. Res , vol.33 , pp. 2584
    • Reynierst, G.C.1    Fromenti, G.F.2
  • 13
    • 3142637235 scopus 로고    scopus 로고
    • The combined simulation of heat transfer and pyrolysis reactions in industrial cracking furnaces
    • Sadrameli, S. M., Niaei, A., Towfighi, J., and Karimzadeh, R. (2004). The combined simulation of heat transfer and pyrolysis reactions in industrial cracking furnaces. Applied Thermal Engineering 24:2251.
    • (2004) Applied Thermal Engineering , vol.24 , pp. 2251
    • Sadrameli, S.M.1    Niaei, A.2    Towfighi, J.3    Karimzadeh, R.4
  • 14
    • 0035906099 scopus 로고    scopus 로고
    • Pyrolysis kinetics for long-chain n-alkylcyclohexanes
    • Savage, P. E., Ratz, S., and Tan, L. (2001). Pyrolysis kinetics for long-chain n-alkylcyclohexanes. Ind. Eng. Chem. Res. 40:1805.
    • (2001) Ind. Eng. Chem. Res , vol.40 , pp. 1805
    • Savage, P.E.1    Ratz, S.2    Tan, L.3
  • 15
    • 0029733728 scopus 로고    scopus 로고
    • Modeling and experimental verification of physical and chemical processes during pyrolysis of a refuse-derived fuel
    • Tognotti, L., Cozzani, V., Nicolella, C., and Rovatti, M. (1996). Modeling and experimental verification of physical and chemical processes during pyrolysis of a refuse-derived fuel. Ind. Eng. Chem. Res. 35:90.
    • (1996) Ind. Eng. Chem. Res , vol.35 , pp. 90
    • Tognotti, L.1    Cozzani, V.2    Nicolella, C.3    Rovatti, M.4
  • 17
    • 26044440673 scopus 로고    scopus 로고
    • Enhanced neural network modelling for a real multivariable chemical process
    • Yu, D. L., and Gomm, J. B. (2002). Enhanced neural network modelling for a real multivariable chemical process. Neural Comput. Applic. 10:289.
    • (2002) Neural Comput. Applic , vol.10 , pp. 289
    • Yu, D.L.1    Gomm, J.B.2
  • 18
    • 0032031419 scopus 로고    scopus 로고
    • Prediction of polymer quality in batch polymerization reactors using robust neural network
    • Zhang, J., Morris, A. J., Martin, E. B., and Kiparissideg, C. (1998). Prediction of polymer quality in batch polymerization reactors using robust neural network. Chem. Engineering J. 69:135.
    • (1998) Chem. Engineering J , vol.69 , pp. 135
    • Zhang, J.1    Morris, A.J.2    Martin, E.B.3    Kiparissideg, C.4
  • 19
    • 0027594669 scopus 로고
    • Study on a kinetic model of atmospheric gas oil pyrolysis and coke deposition
    • Zou, R., Lou, Q., Mo, S., and Feng, S. (1993). Study on a kinetic model of atmospheric gas oil pyrolysis and coke deposition. Ind. Eng. Chem. Res. 32:843.
    • (1993) Ind. Eng. Chem. Res , vol.32 , pp. 843
    • Zou, R.1    Lou, Q.2    Mo, S.3    Feng, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.