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Fault detection agents based on wavelet adaptive thresholds

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Resumo(s)

Designing a Fault Tolerant Networked Control System (FTNCS) to deal with large-scale complex networked control systems is a very difficult task due to the large number of sensors and actuators spatially distributed and networked connected. To deal with this problem, this paper presents a new agent based fault detection (FD) system for complex and dynamic processes, where the modularity and complexity of the processes are important aspects in the FD agent system constructed. The FD agents proposed here have hybrid architectures based in a horizontal layers, where the reactive layer is based on Wavelet Adaptive Thresholds. The results, using a distributed benchmark with a three tank process, show that the FD agents proposed are a good alternative to classic FD methods.

Descrição

Palavras-chave

Fault tolerant networked control Fault detection Agents Wavelet Decomposition methods

Contexto Educativo

Citação

MENDES, Mário J. G. C.; COSTA; José Sá da – Fault detection agents based on wavelet adaptive thresholds. In CONTROLO’2010, 9th Portuguese Conference on Automatic Control. Coimbra, Portugal. Faculdade de Ciências e Tecnologia da Universidade de Coimbra, 2010. Pp. 1-6

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Fascículo

Editora

Universidade de Coimbra, Faculdade de Ciências e Tecnologia

Licença CC