Author

Li-Yu Daisy Liu

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Open access Sep 2026

A reliability-oriented method for constructing baseline operating conditions of electric drive systems based on minimum cycle identification

Electric drive systems in new energy vehicles operate under complex and time-varying conditions that accelerate component degradation and affect system reliability. Constructing representative operating conditions is therefore essential for reliability evaluation. This study proposes a method for constructing baseline...

Jing-Fei Fu, Dong-Dong Zhang, Zhen Wang et al. · Eksploatacja I Niezawodnosc-... · 0 citations

#graph neural networks Review Open access Sep 2026

Graph Learning for River Water Quality Forecasting: Advances in Hydrological Connectivity Representation, Dynamic Topology, and Physics-Informed Modeling

Graph neural networks are increasingly used for river water-quality forecasting because they can represent interactions among monitoring locations that conventional site-wise time-series models cannot capture. However, the usefulness of graph learning depends strongly on whether graph structure reflects the hydrologica...

Zihe Xu, Li Ma, Li-Yu Daisy Liu et al. · Mathematics · 0 citations