Using Time Series Foundation Models for Few-Shot Remaining Useful Life Prediction of Aircraft Engines
Predictive maintenance often involves imbalanced multivariate time series datasets with scarce failure events, posing challenges for model training due to the high dimensionality of the data and the need for domain-specific p... | Find, read and cite all the research you need on Tech Science Press
Authors
- Ricardo Dintén (ORCID: https://orcid.org/0000-0002-3163-0473)
- Marta Zorrilla (ORCID: https://orcid.org/0000-0002-0475-8834)
Publication Details
- Journal
- Computer Modeling in Engineering & Sciences
- Published
- 2025-01-01
- DOI
- https://doi.org/10.32604/cmes.2025.065461
- Primary Topic
- Advanced Measurement and Detection Methods
- Type
- article
- Field-Weighted Citation Impact
- 0.00