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Model-Assisted Probabilistic Neural Networks for Effective Turbofan Fault Diagnosis

A diagnostic method for gas-path faults of turbofan engines, relying on a Probabilistic Neural Network (PNN) coupled with a thermodynamic model of the engine, is presented. The novel aspect of the method is that its training information is generated dynamically by an accompanying Engine Performance...

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Auteurs principaux: Christoforos Romesis, Nikolaos Aretakis, Konstantinos Mathioudakis
Format: Artigo
Langue:Inglês
Publié: MDPI AG 2024-11-01
Collection:Aerospace
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Accès en ligne:https://www.mdpi.com/2226-4310/11/11/913
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