ims-dataset

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kanglongh / predlab

IMS 轴承 RUL 预测的完整探索路径 · CFD 120 维物理特征 + HI + CUSUM + LR · 事后分析 (band[29]=0.53h) → 严格 online 失败 (66.7% 误报) → 跨 baseline 修复 (方向 A: nowcast 2.38h / forecast 2.92h / 0% 误报)

predictive-maintenance remaining-useful-life fault-diagnosis bearing-rul ims-dataset cfd-features hi-cusum cross-baseline

Updated Aug 14, 2026
Python

Taha-Ghaderi / bearing-pdm

Star

Stage-based predictive maintenance system for IMS bearing dataset using Python and Random Forest.

python machine-learning random-forest data-analysis predictive-maintenance condition-monitoring vibrational-analysis ims-dataset

Updated Feb 17, 2026

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