智能故障诊断和寿命预测期刊（Journals of Intelligent Fault Diagnosis and Remaining Useful Life）
A reproducible battery prognostics repository with a three-layer physics defense, bounded real-data reporting, and uncertainty-aware evaluation.
A remaining useful life prediction framework for aircraft engines that jointly addresses point estimation, uncertainty quantification, and the integration of aerospace risk preferences in safety-critical maintenance. The framework is evaluated on all four subsets of NASA's C-MAPSS benchmark datase
The main goal of the IEEE PHM 2012 Data Challenge was the **estimation of the Remaining Useful Life (RUL) of bearings**.
A research framework for benchmarking risk-aware time-series models in aerospace PHM. It focuses on de-noising complex flight manifolds, evaluating model stability under multi-modal regimes, and ensuring prognostic generalisation through rigorous experimental auditing.
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