›› 2004, Vol. 25 ›› Issue (12): 1942-1946.

• Fundamental Theroy and Experimental Research • Previous Articles     Next Articles

Artificial neural network model for prediction of seismic liquefaction of sand soil

LIU Hong-jun , XUE Xin-hua   

  1. College of Environmental Science and Engineering,Ocean University of China,Qingdao 266003,China
  • Received:2003-07-18 Online:2004-12-10 Published:2014-08-19

Abstract: Based on simply analyzing the back propagation algorithm, the principles of the BP neural network are applied to predicting sand liquefaction with eight factors listed as follows: seismic intensity, epicenter distance, mean diameter, coefficient of non-uniformity, underground water depth, sand depth, blow number of standard penetration test, ratio of shearing stress. Through computing practical examples and assessing the model, the model is manifested to be scientific and effective with much more accurate results than the Norm method and seed simplified method. The results show that the method is an efficient one in solving nonlinear problems.

Key words: artificial neural networks, BP algorithm, prediction, liquefaction of sand soil, assessment of model

CLC Number: 

  • TU454
  • Please send e-mail to pingzhou3@126.com if you would like to read full paper in English for free. Parts of our published papers have English translations.
  • Please send e-mail to pingzhou3@126.com if you would like to read full paper in English for free. Parts of our published papers have English translations.
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