Data-driven fault detection, isolation and estimation of aircraft gas turbine engine actuator and sensors

@article{Naderi2017DatadrivenFD,
  title={Data-driven fault detection, isolation and estimation of aircraft gas turbine engine actuator and sensors},
  author={Esmaeil Naderi and Khashayar Khorasani},
  journal={2017 IEEE 30th Canadian Conference on Electrical and Computer Engineering (CCECE)},
  year={2017},
  pages={1-6}
}
In this work, a data-driven fault diagnosis and estimation scheme is proposed and developed specifically for aircraft gas turbine engine actuator and sensors. The proposed fault detection, isolation and estimations filters are directly constructed by using only the system I/O data at each operating point of the engine. The associated system Markov parameters are estimated by using the frequency response data that are then used for the direct construction of the fault detection, isolation and… CONTINUE READING