An Integrated Deep Learning-Based Data Fusion and Degradation Modeling Method for Improving Prognostics - Wang, Di; Liu, Kaibo (IEEE transactions on automation science and engineering, 2024)
Keywords: Aging aircraft; Aircraft engines; Algorithms; Artificial neural networks; Atmospheric modeling; Back propagation; Back propagation networks; Backpropagation algorithms; Data integration; Data models; Deep learning; Degradation; Gas turbine engines; Health and safety; Health index construction; Indexes; integrated backpropagation parameter estimation algorithm; Lifetime estimation; Machine learning; Multisensor fusion; Parameter estimation; Predictive models; remaining useful lifetime prediction; Sensor fusion; Sensor phenomena and characterization; Sensors; Statistical methods; Statistical models