For a dual redundant-control system, which is typical for short-haul aircraft, if a failure is detected in a control sensor, the engine control is transferred to a safety mode and an advisory is issued for immediate maintenance action to replace the failed sensor. The safety mode typically results in severely degraded engine performance. The goal of the High Reliability Engine Control (HREC) program was to demonstrate that the neural-network-based sensor validation technology can safely operate an engine by using the nominal closed-loop control during and after sensor failures. With this technology, engine performance could be maintained, and the sensor could be replaced as a conveniently scheduled maintenance action
This paper describes an integrated neural flight and propulsion control system, which uses a neural ...
The research in this document focuses on the performance of a neural network-based fault tolerant sy...
The objective of the Advanced Detection, Isolation, and Accommodation (ADIA) Program is to improve t...
Sensor failure detection, isolation, and accommodation using a neural network approach is described....
In the aeronautical field, aircraft reliability is strictly dependent on propulsion systems. Indeed,...
This paper presents the results of applying two different types of neural networks in two different ...
none4In aerospace sector, reliability is a crucial point. Modern technologies widely use Artificial ...
Analytical redundant sensor failure detection, isolation and accommodation techniques for gas turbin...
A new method of sensor failure detection, isolation, and accommodation is described using a neural n...
The objective of the advanced detection, isolation, and accommodation (ADIA) program is to improve t...
A self-learning, sensor fail-operational, control system for the TF30-P-3 afterburning turbofan engi...
Aircraft engines are complex systems that require high reliability and adequate monitoring to ensure...
As part of the NASA Aviation Safety Program, a unique model-based diagnostics method that employs ne...
Failure of sensors used to provide a feedback signal in control system can cause serious deteriorati...
The endurance of an aircraft can be increased in the presence of failures by utilising flight contro...
This paper describes an integrated neural flight and propulsion control system, which uses a neural ...
The research in this document focuses on the performance of a neural network-based fault tolerant sy...
The objective of the Advanced Detection, Isolation, and Accommodation (ADIA) Program is to improve t...
Sensor failure detection, isolation, and accommodation using a neural network approach is described....
In the aeronautical field, aircraft reliability is strictly dependent on propulsion systems. Indeed,...
This paper presents the results of applying two different types of neural networks in two different ...
none4In aerospace sector, reliability is a crucial point. Modern technologies widely use Artificial ...
Analytical redundant sensor failure detection, isolation and accommodation techniques for gas turbin...
A new method of sensor failure detection, isolation, and accommodation is described using a neural n...
The objective of the advanced detection, isolation, and accommodation (ADIA) program is to improve t...
A self-learning, sensor fail-operational, control system for the TF30-P-3 afterburning turbofan engi...
Aircraft engines are complex systems that require high reliability and adequate monitoring to ensure...
As part of the NASA Aviation Safety Program, a unique model-based diagnostics method that employs ne...
Failure of sensors used to provide a feedback signal in control system can cause serious deteriorati...
The endurance of an aircraft can be increased in the presence of failures by utilising flight contro...
This paper describes an integrated neural flight and propulsion control system, which uses a neural ...
The research in this document focuses on the performance of a neural network-based fault tolerant sy...
The objective of the Advanced Detection, Isolation, and Accommodation (ADIA) Program is to improve t...