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Volumn 35, Issue 12, 2007, Pages

Modeling and prediction of water-assisted injection molding based on GA-LMBP inverse neural network

Author keywords

Genetic algorithm; Inverse process; Levenberg Marquardt back propagation neural network; Modeling; Water assisted injection molding

Indexed keywords

COMPUTER SIMULATION; FORECASTING; GENETIC ALGORITHMS; MATHEMATICAL MODELS; NEURAL NETWORKS; PLASTICS;

EID: 40749086317     PISSN: 1000565X     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (4)

References (12)
  • 1
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    • Knights M. Water injection molding makes hollow parts faster, lighter [J]. Plastics Technology, 2002, 48 (4): 42-47; 62-63.
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    • Knights, M.1
  • 2
    • 40749145872 scopus 로고    scopus 로고
    • The water injection technique (WIT) as an attractive alternative and supplement to gas-assisted injection molding (GAIM)
    • San Francisco: Society of Plastics Engineers
    • Jüntgen T, Michaeli W. The water injection technique (WIT) as an attractive alternative and supplement to gas-assisted injection molding (GAIM) [C] //Annual Technical Conference of Society of Plastics Engineers. San Francisco: Society of Plastics Engineers. 2002: 386-391.
    • (2002) Annual Technical Conference of Society of Plastics Engineers , pp. 386-391
    • Jüntgen, T.1    Michaeli, W.2
  • 3
    • 1542605248 scopus 로고    scopus 로고
    • Water-assisted injection molding of thermoplastic materials: Effects of processing parameters
    • Liu S J, Chen Y S. Water-assisted injection molding of thermoplastic materials: Effects of processing parameters [J]. Polymer Engineering and Science, 2003, 43 (11): 1806-1817.
    • (2003) Polymer Engineering and Science , vol.43 , Issue.11 , pp. 1806-1817
    • Liu, S.J.1    Chen, Y.S.2
  • 4
    • 40749162118 scopus 로고    scopus 로고
    • Study on water penetration length and residual wall thickness of water-assisted injection molded parts
    • Deng Zhi-wu, Huang Han-xiong, Qu Jie, et al. Study on water penetration length and residual wall thickness of water-assisted injection molded parts [J]. China Plastics, 2006, 20 (8): 55-59.
    • (2006) China Plastics , vol.20 , Issue.8 , pp. 55-59
    • Deng, Z.-W.1    Huang, H.-X.2    Qu, J.3
  • 5
    • 1642274331 scopus 로고    scopus 로고
    • Generalization of a method using neural networks to predict part quality control during injection molding
    • Richardhelps C. Generalization of a method using neural networks to predict part quality control during injection molding [J]. Journal of Injection Molding Technology, 1999, 3 (4): 212-225.
    • (1999) Journal of Injection Molding Technology , vol.3 , Issue.4 , pp. 212-225
    • Richardhelps, C.1
  • 6
    • 0036740409 scopus 로고    scopus 로고
    • Neighborhood based Levenberg-Marquardt algorithm for neural network training
    • Lera G, Pinzolas M. Neighborhood based Levenberg-Marquardt algorithm for neural network training [J]. IEEE Transactions on Neural Networks, 2003, 13 (5): 1200-1203.
    • (2003) IEEE Transactions on Neural Networks , vol.13 , Issue.5 , pp. 1200-1203
    • Lera, G.1    Pinzolas, M.2
  • 7
    • 0028543366 scopus 로고
    • Training feedforward networks with the Marquardt algorithm
    • Hagan M T, Menhaj M B. Training feedforward networks with the Marquardt algorithm [J]. IEEE Transactions on Neural Networks, 1994, 5 (6): 989-993.
    • (1994) IEEE Transactions on Neural Networks , vol.5 , Issue.6 , pp. 989-993
    • Hagan, M.T.1    Menhaj, M.B.2
  • 8
    • 33748691931 scopus 로고    scopus 로고
    • Research on improvement of convergence speed of LMBP algorithm in neural network
    • Li Jiong-cheng, Huang Han-xiong. Research on improvement of convergence speed of LMBP algorithm in neural network [J]. Computer Engineering and Applications, 2006, 42 (16): 46-49.
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    • Li, J.-C.1    Huang, H.-X.2
  • 9
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    • Chinese source
  • 10
    • 40749114121 scopus 로고    scopus 로고
    • Chinese source
  • 12
    • 0347337946 scopus 로고    scopus 로고
    • Modeling and optimization of a plastic thermoforming process
    • Yang C Y. Hung S W. Modeling and optimization of a plastic thermoforming process [J]. Journal of Reinforced Plastics and Composites, 2004, 23 (1): 109-121.
    • (2004) Journal of Reinforced Plastics and Composites , vol.23 , Issue.1 , pp. 109-121
    • Yang, C.Y.1    Hung, S.W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.