NASA C-MAPSS dataset
PulseAugur coverage of NASA C-MAPSS dataset — every cluster mentioning NASA C-MAPSS dataset across labs, papers, and developer communities, ranked by signal.
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New benchmark standardizes federated learning for industrial RUL estimation
Researchers have introduced FedCMAPSS, a new benchmark designed to standardize the evaluation of federated learning models for remaining useful life (RUL) estimation. This benchmark is built upon the widely-used NASA C-…
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New hybrid model predicts turbofan engine lifespan with uncertainty
Researchers have developed a new hybrid framework for predicting the remaining useful life (RUL) of turbofan engines, incorporating realistic uncertainty characterization. This approach divides an engine's operational l…
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Deep learning models show promise in pavement, aero-engine, and affect recognition tasks
Researchers are exploring deep learning models for predictive maintenance and performance analysis across various domains. One study utilizes CNN and LSTM networks with extensive pavement condition data from Texas to mo…