Lusiana Efrizoni

Health Index Modelling of Turbofan Engines Using Residual Dilated Convolutional Neural Networks for Predictive Maintenance

Data-driven prognostics and health management (PHM) for turbofan engines requires a Health Index (HI) that is learnable from multivariate telemetry and credible as a basis for maintenance decisions. This study presents a deep learning-based HI modelling framework on the N-CMAPSS benchmark that converts operating condit...