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Volumn 124 LNEE, Issue VOL. 1, 2012, Pages 639-644

Application of RBF neural network and ANFIS on the prediction of corrosion rate of pipeline steel in soil

Author keywords

ANFIS; pipeline steel; prediction; RBF neural network; soil corrosion

Indexed keywords

ADAPTIVE NEURAL FUZZY INFERENCE SYSTEMS; ANFIS; CORROSION TESTS; LABORATORY DATUM; PIPELINE STEEL; PREDICTION PRECISION; RBF NEURAL NETWORK; SOIL CORROSION;

EID: 84875790233     PISSN: 18761100     EISSN: 18761119     Source Type: Book Series    
DOI: 10.1007/978-3-642-25781-0_93     Document Type: Conference Paper
Times cited : (11)

References (12)
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  • 2
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    • Neural network approach in research of metal corrosion in soil
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  • 3
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    • Process neural networks and its application in pipeline soil corrosion rate prediction
    • in Chinese
    • Zhou, S.: Process neural networks and its application in pipeline soil corrosion rate prediction. Journal of Qiqihar University 24, 5-8 (2008) (in Chinese)
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    • Zhou, S.1
  • 4
    • 83655208275 scopus 로고    scopus 로고
    • Application of MATLAB Neural Network in Soil Corrosion Evaluation of Pipeline
    • in Chinese
    • Wang, S., Qin, X., et al.: Application of MATLAB Neural Network in Soil Corrosion Evaluation of Pipeline. OGST Journal 28, 57-59 (2009) (in Chinese)
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    • Wang, S.1    Qin, X.2
  • 5
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    • Corrosion rate prediction model of carbon steel in regional soil based on BP artificial neural network
    • Qu, L., Li, X., Du, C., et al.: Corrosion rate prediction model of carbon steel in regional soil based on BP artificial neural network. Journal of University of Science and Technology, Beijing 31, 1570-1575 (2009)
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    • Qu, L.1    Li, X.2    Du, C.3
  • 7
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    • Implementation of BP and RBF neural network and their performance comparison
    • in Chinese
    • Liu, Y., Zhang, L.: Implementation of BP and RBF neural network and their performance comparison. Journal of Electronic Measurement Technology 30, 77-80 (2007) (in Chinese)
    • (2007) Journal of Electronic Measurement Technology , vol.30 , pp. 77-80
    • Liu, Y.1    Zhang, L.2
  • 8
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    • ANFIS:Adaptive network based fuzzy inference system
    • Jang, J.S.R.: ANFIS:Adaptive network based fuzzy inference system. IEEE Trans. Sys., Man and Cybernetics 23(3), 665-685 (1993)
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  • 9
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  • 11
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    • Fuzzy modeling and control of multilayer incinerator
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.