Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Neural Network Modelling of Forces on Vertical Structures
For the design ofvertical breakwaters, reliable predictions of the horizontal forces are required. Through physical modelling useful predictions can be made but, due to the very complex interaction between waves and structures, the derivation of reliable empirical relations based on such tests can still be rather difficult. Here, based on a large data-set from physical model tests, use is made of Neural Network modelling to predict horizontal forces on vertical structures. In addition, a method is developed to estimate the reliability-intervals around the predictions. The resulting tool is a complementary design-tool for predicting forces on vertical breakwaters and also a suitable tool for application in probabilistic design methods.
Neural Network Modelling of Forces on Vertical Structures
For the design ofvertical breakwaters, reliable predictions of the horizontal forces are required. Through physical modelling useful predictions can be made but, due to the very complex interaction between waves and structures, the derivation of reliable empirical relations based on such tests can still be rather difficult. Here, based on a large data-set from physical model tests, use is made of Neural Network modelling to predict horizontal forces on vertical structures. In addition, a method is developed to estimate the reliability-intervals around the predictions. The resulting tool is a complementary design-tool for predicting forces on vertical breakwaters and also a suitable tool for application in probabilistic design methods.
Neural Network Modelling of Forces on Vertical Structures
van Gent, Marcel R.A. (Autor:in) / van den Boogaard, Henk F.P. (Autor:in)
26th International Conference on Coastal Engineering
Coastal Engineering 1998 ; 2096-2109
26.04.1999
Aufsatz (Konferenz)
Elektronische Ressource
Englisch
Neural Network Modelling of Forces on Vertical Structures
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