Search

Searching. Please wait…

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

Repository: GitHub

 Year of publication: 2025

 Spanish project: PID2021-124502OB-C42

 Full citation: 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

Authorship

Download reference