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Home > Publications > International Concrete Abstracts Portal
The International Concrete Abstracts Portal is an ACI led collaboration with leading technical organizations from within the international concrete industry and offers the most comprehensive collection of published concrete abstracts.
Title: Analysis of concrete fatigue durability by the neuro-fuzzy network FWNN
Author(s): M. Jakubek, Z. Waszczyszyn
Appears on pages(s): 3-22
Abstract:The paper is related to  where the standard BPNNs (Back-Propagation Neural Networks) were applied to the analysis of concrete fatigue durability. Failure is related to the number N of compressive load cycles causing fatigue damage of laboratory specimens. About 450 results on laboratory concrete specimen tests were taken from . The main goals of the paper are to improve the neural approximation performed by the standard BPNN and to extend neural simulation also for data given in intervals of concrete strength and cycle frequencies. That is why a neuro-fuzzy NN called for short FWNN (Fuzzy Weight NN) was applied. This approach enables us to be closer to the experimental reality.
Polish Academy of Sciences, International Partner Access.
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