Explainable Predictive Maintenance of Rotating Machines Using LIME, SHAP, PDP, ICE - Gawde, Shreyas; Patil, Shruti; Kumar, Satish; Kamat, Pooja; Kotecha, Ketan; Alfarhood, Sultan (IEEE access, 2024)
Keywords: Algorithms; Artificial intelligence; Classification algorithms; Critical components; Data acquisition; Decisions; Explainable AI; Explainable artificial intelligence; Feature extraction; Fourth Industrial Revolution; ICE; Industrial applications; industrial rotating machines; Industry 4.0; LIME; PDP; Prediction algorithms; Predictive maintenance; Predictive models; Rotating machinery; Rotating machines; SHAP