CMAPSS

The CMAPSS dataset is a benchmark commonly used for prognostics experiments, containing multivariate sensor time series data to evaluate failure prognostics solutions.

Papers using CMAPSS (2)

Diff-MTS: Temporal-Augmented Conditional Diffusion-based AIGC for Industrial Time Series Towards the Large Model Era2024Data Augmentation of Multivariate Sensor Time Series using Autoregressive Models and Application to Failure Prognostics2024