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Volumn 62, Issue 10, 2007, Pages 2641-2651

Data mining macrokinetic approach based on ANN and its application to model industrial oxidation of p-xylene to terephthalic acid

Author keywords

Artificial neural network; Data mining; Differential evolution algorithm; Macrokinetic model; Oxidation; p Xylene

Indexed keywords

DATA MINING; EVOLUTIONARY ALGORITHMS; MATHEMATICAL MODELS; NEURAL NETWORKS; OXIDATION; XYLENE;

EID: 34247138031     PISSN: 00092509     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ces.2007.02.006     Document Type: Article
Times cited : (18)

References (20)
  • 1
    • 0028727299 scopus 로고
    • A lumped kinetic model for liquid-phase catalytic oxidation of p-xylene to terephthalic acid
    • Cao G., Pisu M., and Morbidelli M. A lumped kinetic model for liquid-phase catalytic oxidation of p-xylene to terephthalic acid. Chemical Engineering Science 49 24B (1994) 5775-5783
    • (1994) Chemical Engineering Science , vol.49 , Issue.24 B , pp. 5775-5783
    • Cao, G.1    Pisu, M.2    Morbidelli, M.3
  • 2
    • 0028464487 scopus 로고
    • Kinetics of p-xylene liquid-phase catalytic oxidation
    • Cao G., Servida A., and Pisu M. Kinetics of p-xylene liquid-phase catalytic oxidation. A.I.Ch.E. Journal 40 7 (1994) 1156-1166
    • (1994) A.I.Ch.E. Journal , vol.40 , Issue.7 , pp. 1156-1166
    • Cao, G.1    Servida, A.2    Pisu, M.3
  • 4
    • 0037191144 scopus 로고    scopus 로고
    • An improved differential evolution algorithm in training and encoding prior knowledge into feedforward networks with application in chemistry
    • Chen C.W., Chen D.Z., and Cao G.Z. An improved differential evolution algorithm in training and encoding prior knowledge into feedforward networks with application in chemistry. Chemometrics and Intelligent Laboratory Systems 64 1 (2002) 27-43
    • (2002) Chemometrics and Intelligent Laboratory Systems , vol.64 , Issue.1 , pp. 27-43
    • Chen, C.W.1    Chen, D.Z.2    Cao, G.Z.3
  • 5
    • 34247872577 scopus 로고    scopus 로고
    • Choi, J.H., Shin, D., Heo, W., Shin, D., 2004. Performance evaluation of numerical integration methods in the physics engine. In: Computational and Information Science, Proceedings Lecture Notes in Computer Science, vol. 3314, pp. 238-244.
  • 6
    • 0031279190 scopus 로고    scopus 로고
    • Effect of catalyst concentration and simulation of precipitation processes on liquid-phase catalytic oxidation of p-xylene to terephthalic acid
    • Cincotti A., Orrù A., and Cao G. Effect of catalyst concentration and simulation of precipitation processes on liquid-phase catalytic oxidation of p-xylene to terephthalic acid. Chemical Engineering Science 52 21/22 (1997) 4205-4213
    • (1997) Chemical Engineering Science , vol.52 , Issue.21-22 , pp. 4205-4213
    • Cincotti, A.1    Orrù, A.2    Cao, G.3
  • 7
    • 0033554469 scopus 로고    scopus 로고
    • Kinetics and related engineering aspects of catalytic liquid-phase oxidation of p-xylene to terephthalic acid
    • Cincotti A., Orrù A., and Cao G. Kinetics and related engineering aspects of catalytic liquid-phase oxidation of p-xylene to terephthalic acid. Catalysis Today 52 (1999) 331-347
    • (1999) Catalysis Today , vol.52 , pp. 331-347
    • Cincotti, A.1    Orrù, A.2    Cao, G.3
  • 11
    • 27144498157 scopus 로고    scopus 로고
    • A numerical study of some modified differential evolution algorithms
    • Kaelo P., and Ali M.M. A numerical study of some modified differential evolution algorithms. European Journal of Operational Research 169 (2006) 1176-1184
    • (2006) European Journal of Operational Research , vol.169 , pp. 1176-1184
    • Kaelo, P.1    Ali, M.M.2
  • 12
    • 0343262717 scopus 로고    scopus 로고
    • Dynamic optimization of a continuous polymer reactor using a modified differential evolution algorithm
    • Lee M.H., Han C.H., and Chang K.S. Dynamic optimization of a continuous polymer reactor using a modified differential evolution algorithm. Industrial & Engineering Chemistry Research 38 12 (1999) 4825-4831
    • (1999) Industrial & Engineering Chemistry Research , vol.38 , Issue.12 , pp. 4825-4831
    • Lee, M.H.1    Han, C.H.2    Chang, K.S.3
  • 13
    • 77956839111 scopus 로고    scopus 로고
    • Mill, T., Hendry, D.G., 1980. Comprehensive Chemical Kinetics, vol. I. Elsevier, Amsterdam, pp. 1-88.
  • 16
    • 0142000477 scopus 로고    scopus 로고
    • Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces
    • Storn P., and Price K. Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces. Journal of Global Optimization 11 (1997) 341-359
    • (1997) Journal of Global Optimization , vol.11 , pp. 341-359
    • Storn, P.1    Price, K.2
  • 18
    • 33645277373 scopus 로고    scopus 로고
    • A novel select-best and prepotency evolution algorithm and its application to develop industrial oxidation reaction macrokinetic model
    • Yan X., and Zhao W. A novel select-best and prepotency evolution algorithm and its application to develop industrial oxidation reaction macrokinetic model. Computers and Chemical Engineering 30 5 (2006) 807-815
    • (2006) Computers and Chemical Engineering , vol.30 , Issue.5 , pp. 807-815
    • Yan, X.1    Zhao, W.2
  • 19
    • 34247109687 scopus 로고    scopus 로고
    • Zhang, J., 2000. Experimental studies on kinetics of p-xylene liquid-phase oxidation at high temperature. Zhejiang University Dissertation for Master Degree.
  • 20
    • 34247165211 scopus 로고    scopus 로고
    • Zhou, G.H., 1988. Studies on kinetics of p-xylene liquid-phase catalytic oxidation. Tianjin University Dissertation for Master Degree.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.