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Fault detection and isolation of a dual spool gas turbine engine using dynamic neural networks and multiple model approach
(
Elsevier Inc.
, 2014 , Article)
In this paper, a fault detection and isolation (FDI) scheme for an aircraft jet engine is developed. The proposed FDI system is based on the multiple model approach and utilizes dynamic neural networks (DNNs) to accomplish ...
An improved particle filtering-based approach for health prediction and prognosis of nonlinear systems
(
Elsevier Ltd
, 2018 , Article)
Health monitoring of nonlinear systems is broadly concerned with the system health tracking and its prediction to future time horizons. Estimation and prediction schemes constitute as principle components of any health ...