论文信息 - Rede neural artificial ARTMAP-Fuzzy aplicada no reconhecimento de falhas estruturais

Rede neural artificial ARTMAP-Fuzzy aplicada no reconhecimento de falhas estruturais

EnglishIn order to develop an efficient way to identify and characterize structural faults, this paper aimed to demonstrate an application of Artificial Neural Networks (ANNs) for this problem. Therefore, through a dynamic model for the representation of a building structure, an ARTMAP-Fuzzy RNA has been developed because it is a flexible and stable network in relation to its ability to adapt to unforeseen changes in the external environment to identify such failures portuguesA fim de desenvolver uma forma eficiente para a identificacao e caracterizacao de falhas estruturais, este artigo teve por objetivo demonstrar uma aplicacao de Redes Neurais Artificiais (RNAs) para tal problema. Portanto, atraves de um modelo dinâmico para a representacao de uma estrutura predial, desenvolveu-se uma RNA ARTMAP-Fuzzy por ser uma rede flexivel e estavel em relacao a sua habilidade em se adaptar as mudan- cas imprevistas do ambiente externo, para identificar tais falhas.

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