An intelligent system for pavement management
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Spie - Int Soc Optical Engineering
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Acesso aberto
Resumo
This paper describes a method for the evaluation of pavement condition through artificial neural networks using the MLP backpropagation technique. Two of the most used procedures for detecting the pavement conditions were applied: the overall severity index and the irregularity index. Tests with the model demonstrated that the simulation with the neural network gives better results than the procedures recommended by the highway officials. This network may also be applied for the construction of a graphic computer environment.
Descrição
Palavras-chave
intelligent system, artificial neural networks, pavement management system
Idioma
Inglês
Citação
Applications and Science of Computational Intelligence. Bellingham: Spie-int Soc Optical Engineering, v. 3390, p. 603-611, 1998.
