A method of fault diagnosis for flight control system based on unknown input observer and one-dimensional convolutional neural network
Transactions of the Institute of Measurement and Control
Published online on July 30, 2026
Abstract
Transactions of the Institute of Measurement and Control, Ahead of Print.
The flight control system is crucial for ensuring the safety and reliability of aircraft. This paper proposes a novel hybrid fault diagnosis framework that integrates an unknown input observer with a one-dimensional convolutional neural network. The ...
The flight control system is crucial for ensuring the safety and reliability of aircraft. This paper proposes a novel hybrid fault diagnosis framework that integrates an unknown input observer with a one-dimensional convolutional neural network. The ...