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Neural Networks and Fault Probability Evaluation for Diagnosis Issues

This paper presents a new FDI technique for fault detection and isolation in unknown nonlinear systems. The objective of the research is to construct and analyze residuals by means of artificial intelligence and probabilistic methods. Artificial neural networks are first used for modeling issues. Ne...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Kourd, Yahia, Lefebvre, Dimitri, Guersi, Noureddine
Format: Artigo
Sprache:Inglês
Veröffentlicht: Hindawi Publishing Corporation 2014
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4123600/
https://ncbi.nlm.nih.gov/pubmed/25132845
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2014/370486
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