메뉴 건너뛰기




Volumn 56, Issue 1, 2005, Pages 110-115

Application of improved BP neural network in identification of air-water two-phase flow patterns

Author keywords

BP neural network; Flow pattern identification; Fractal parameter; Statistical parameter

Indexed keywords

ADAPTIVE ALGORITHMS; BACKPROPAGATION; COMPUTER SIMULATION; FLOW PATTERNS; FRACTALS; IDENTIFICATION (CONTROL SYSTEMS); TWO PHASE FLOW;

EID: 14844347301     PISSN: 04381157     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (22)

References (10)
  • 1
    • 0032474929 scopus 로고    scopus 로고
    • Vertical two-phase flow recognition using advanced instrumentation and neural networks
    • Mi Y, Ishii M, Tsoukalas L H. Vertical two-phase flow recognition using advanced instrumentation and neural networks. Nuclear Engineering and Design, 1998, 184: 409-420
    • (1998) Nuclear Engineering and Design , vol.184 , pp. 409-420
    • Mi, Y.1    Ishii, M.2    Tsoukalas, L.H.3
  • 2
    • 0033725488 scopus 로고    scopus 로고
    • Application of improved BP neural network on intelligent identification of flow regime of oil-gas-water multiphase flow
    • Wu Haojiang, Hu Zhihua, Zhou Fangde. Application of improved BP neural network on intelligent identification of flow regime of oil-gas-water multiphase flow. Journal of Xi'an Jiaotong University, 2000, 34 (1): 22-25
    • (2000) Journal of Xi'an Jiaotong University , vol.34 , Issue.1 , pp. 22-25
    • Wu, H.1    Hu, Z.2    Zhou, F.3
  • 3
    • 14844354158 scopus 로고    scopus 로고
    • Gas-liquid two-phase flow pattern identification based on counter propagation network
    • Bai Bofeng, Guo Liejin, Chen Xunjun. Gas-liquid two-phase flow pattern identification based on counter propagation network. Journal of Chemical Industry and Engineering (China), 2000, 51 (12): 848-851
    • (2000) Journal of Chemical Industry and Engineering (China) , vol.51 , Issue.12 , pp. 848-851
    • Bai, B.1    Guo, L.2    Chen, X.3
  • 4
    • 0030169993 scopus 로고    scopus 로고
    • Application of chaos theory in identification of two-phase flow patterns and transitions in a small horizontal rectangular channel
    • Cai Y, Wambsganss M W. Application of chaos theory in identification of two-phase flow patterns and transitions in a small horizontal rectangular channel. ASME J. Fluid Engineering, 1996, 118 (2): 383-390
    • (1996) ASME J. Fluid Engineering , vol.118 , Issue.2 , pp. 383-390
    • Cai, Y.1    Wambsganss, M.W.2
  • 5
    • 0242301553 scopus 로고    scopus 로고
    • Characterization of oil/water two-phase flow patterns in vertical upward pipes based on Kolmogorov entropy time series analysis
    • Jin Ningde, Nie Xiangbin, Ren Yingyu, Zhang Mingxue. Characterization of oil/water two-phase flow patterns in vertical upward pipes based on Kolmogorov entropy time series analysis. Journal of Chemical Industry and Engineering (China), 2003, 54 (7): 936-941
    • (2003) Journal of Chemical Industry and Engineering (China) , vol.54 , Issue.7 , pp. 936-941
    • Jin, N.1    Nie, X.2    Ren, Y.3    Zhang, M.4
  • 7
    • 14844340043 scopus 로고    scopus 로고
    • Statistical characteristic of different pressure fluctuation of gas-liquid two-phase flow pattern in horizontal tube
    • Jilin: Northeast China Institute of Electric Power Engineering
    • Sun Bin. Statistical characteristic of different pressure fluctuation of gas-liquid two-phase flow pattern in horizontal tube: [thesis]. Jilin: Northeast China Institute of Electric Power Engineering, 2002
    • (2002)
    • Sun, B.1
  • 10
    • 14844364159 scopus 로고    scopus 로고
    • On structures of supervised linear basis function feed forward three-layered neural networks
    • Gao Daqi. On structures of supervised linear basis function feed forward three-layered neural networks. Journal of Circuits and Systems, 1997, 2 (3): 31-37
    • (1997) Journal of Circuits and Systems , vol.2 , Issue.3 , pp. 31-37
    • Gao, D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.