NASA C-MAPSS

The NASA C-MAPSS dataset is a benchmark that contains simulated aircraft engine degradation data used to evaluate predictive maintenance models in aerospace applications.

Papers using NASA C-MAPSS (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