NASA CMAPSS

The NASA CMAPSS dataset contains simulated aircraft engine run-to-failure data and is used to evaluate predictive maintenance algorithms, specifically for estimating the Remaining Useful Life (RUL) of machinery.

Papers using NASA CMAPSS (2)

Quantization Impact on the Accuracy and Communication Efficiency Trade-off in Federated Learning for Aerospace Predictive Maintenance2026A new framework for prognostics in decentralized industries: Enhancing fairness, security, and transparency through Blockchain and Federated Learning2025