Application of Neural Network on Wave Impact Force Prediction
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- Zhang H., Wang Y., Ren B. (2004) Application of Neural Network on Wave Impact Force Prediction. In: Yin FL., Wang J., Guo C. (eds) Advances in Neural Networks - ISNN 2004. ISNN 2004. Lecture Notes in Computer Science, vol 3174. Springer, Berlin, Heidelberg
This paper investigates the regular wave impact force on open-piled wharf deck by Artificial Neural Network. A three-layered neural network is employed and the units of input layer are wave period, T, incident wave height, H, and relative clearance, s/H. The unit of output layer is the maximum wave impact force, Fmax. It is shown that the neural network with parameters determined through self-learning can predict wave impact force reasonably.
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