Aircraft engine sensor fault diagnosis is closely related technology that assists operators in
managing the health of gas turbine engine assets. As all gas turbine engines will exhibit …

Abstract Recently Micro Gas Turbines deployment in smart grids is growing, which increases
engine load change during its lifecycle; consequently, lifetime reduces faster, and …

In this paper, a nonlinear fault detection and isolation (FDI) scheme that is based on the
concept of multiple model approach is proposed for jet engines. A modular and a …

This study proposed a model based fault detection and isolation (FDI) method using multi-
layer perceptron (MLP) neural network. Detection and isolation of realistic faults of an …

In this paper, a neural network-based fault detection and isolation (FDI) scheme is presented
to detect and isolate faults in a highly nonlinear dynamics of an aircraft jet engine. Towards …

Gas turbine engine gas path fault diagnosis is closely related technology that assists
operators in managing the engine units. However, the performance gradual degradation is …

In this study, a model-based procedure exploiting analytical redundancy for the detection
and isolation of faults of a gas turbine system is presented. The diagnosis scheme is based …

In this paper, a new approach for Fault Detection and Isolation (FDI) of gas turbine engines
is proposed by developing an ensemble of dynamic neural network identifiers. For health …

In this paper, a novel real-time fault detection and isolation (FDI) scheme that is based on
the concept of multiple model approach is proposed for jet engines. A modular and a …

An effective and reliable gas path diagnostic method that could be used to detect, isolate,
and identify gas turbine degradations is crucial in a gas turbine condition-based …