Dynamic neural network-based fault diagnosis of gas turbine engines

Application of a Bank of Kalman Filters for Aircraft Engine Fault Diagnostics

Takahisa Kobayashi, Donald L. Simon · 2003 · 192 citations · Full text

Engineering, Aerospace Engineering, Systems Engineering +17

Aircraft Turbofan Engine Health Estimation Using Constrained Kalman Filtering

Dan Simon, Donald L. Simon · Journal of Engineering for Gas Turbines and Power · 2005 · 143 citations · Full text

Engineering, Aerospace Engineering, Systems Engineering +15

Adaptive time delay neural network structures for nonlinear system identification

Alireza Yazdizadeh, Khashayar Khorasani · Neurocomputing · 2002 · 79 citations

Engineering, Mathematics, Systems Engineering +10

Identification of neural dynamic models for fault detection and isolation: the case of a real sugar evaporation process

Krzysztof Patan, Thomas Parisini · Journal of Process Control · 2004 · 75 citations

Engineering, Chemical Engineering, Systems Engineering +16

Hybrid Kalman Filter Approach for Aircraft Engine In-Flight Diagnostics: Sensor Fault Detection Case

Takahisa Kobayashi, Donald L. Simon · Journal of Engineering for Gas Turbines and Power · 2006 · 70 citations

Engineering, Aerospace Engineering, Systems Engineering +17