A high-speed D-CART online fault diagnosis algorithm for rotor systems
Sign Up to like & getrecommendations! Published in 2019 at "Applied Intelligence"
DOI: 10.1007/s10489-019-01516-2
Abstract: Intelligent manufacturing poses a challenge for fault diagnosis of rotor systems to meet the three tasks: whether exists faults, faults location and quantitative diagnosis. Traditional methods hardly meet all the three tasks in online fault… read more here.
Keywords: rotor systems; cart; fault; diagnosis ... See more keywords
Model-constrained deep learning for online fault diagnosis in Li-ion batteries over stochastic conditions
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DOI: 10.1038/s41467-025-56832-8
Abstract: For the intricate and infrequent safety issues of batteries, online safety fault diagnosis over stochastic working conditions is indispensable. In this work, we employ deep learning methods to develop an online fault diagnosis network for… read more here.
Keywords: deep learning; diagnosis; online fault; fault diagnosis ... See more keywords
Online Fault Prognosis of Labeled Petri Nets
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Control Systems Letters"
DOI: 10.1109/lcsys.2025.3573606
Abstract: This letter addresses the problem of online fault prognosis of discrete event systems modeled by bounded and unbounded-labeled Petri nets (LPNs). Fault prognosis, also known as fault prediction, has as its main goal to detect… read more here.
Keywords: online fault; prognosis; fault prognosis; labeled petri ... See more keywords
Online Fault Diagnosis of External Short Circuit for Lithium-Ion Battery Pack
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Industrial Electronics"
DOI: 10.1109/tie.2019.2899565
Abstract: Battery safety is one of the most crucial issues in the utilization of lithium-ion batteries (LiBs) for all-climate electric vehicles. Short circuit, overcharge, and overheat are three common field failures of LiBs. In this paper,… read more here.
Keywords: esc; battery; short circuit; online fault ... See more keywords