Neural network-assisted (NNA) Kalman filters provide an effective solution to addressing the filtering issues involving partially unknown system information by incorporating neural networks to compute ...

Sensor failures, however, compromise the reliability and estimation accuracy of such models. In this article, we propose a hybrid enhanced on-board adaptive modeling approach for aeroengines, ...