CARLE: a hybrid deep-shallow learning framework for robust and explainable RUL estimation of rolling element bearings
Sign Up to like & getrecommendations! Published in 2025 at "Soft Computing"
DOI: 10.1007/s00500-025-10937-w
Abstract: Prognostic health management (PHM) systems have extensive applications in industry for monitoring and predicting the health status of equipment. Remaining Useful Life (RUL) estimation stands out as one important part of a PHM system that… read more here.
Keywords: element bearings; rolling element; rul estimation; framework ... See more keywords
Auxiliary Particle Filtering-Based Estimation of Remaining Useful Life of IGBT
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DOI: 10.1109/tie.2017.2740856
Abstract: Insulated gate bipolar transistor (IGBT) has been widely used in diverse power electronics systems. As IGBT is one of the most vulnerable components in power electronics converter, remaining useful life (RUL) estimation of this switch… read more here.
Keywords: estimation; rul estimation; particle; remaining useful ... See more keywords
DLVR-NWP: A Novel Data-Driven Bearing Degradation Model for RUL Estimation
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3244839
Abstract: Performance degradation process modeling and remaining useful life (RUL) estimation have gained much attention for condition-based maintenance of important engineering equipment such as the bearings of gantry cranes. The existing work mainly uses the original… read more here.
Keywords: degradation; dlvr nwp; rul estimation; model rul ... See more keywords