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Using time series foundation models for few-shot remaining useful life prediction of aircraft engines

This repository contains the code used to run the experiments described in the paper "Using Time Series Foundation Models for Few-Shot Remaining Useful Life Prediction of Aircraft Engines". ./notebooks contains the python notebooks with the experiments and result analysis. ./dataset contains the scripts used to do the preprocessing of the data. The CMAPSSDataset.py file is a slightly modified version of the one used in: LazyLZ/multi-head-attention-for-rul-estimation

Repositorio: GitHub

 Año de publicación: 2025

 Proyecto español: PID2021-124502OB-C42

 Citación completa: Dintén, R., Zorrilla, M. (2025). Using time series foundation models for few-shot remaining useful life prediction of aircraft engines. [Dataset]. (Versión 1). https://github.com/DintenR/TSFM_for_Few-shot_RUL_prediction

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