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1. Introduction Amid the escalating global energy crisis and increasing environmental pollution concerns, electric vehicles (EVs) have rapidly emerged as a sustainable transportation solution. However, the widespread adoption of EVs has posed new challenges for power grids. The charging load of EVs is inherently random and volatile, potentially disrupting the stable operation of power grids.
1. Introduction River biofilms growing on any carrier in water are an important part of lotic ecosystems. Biofilm formation is a dynamic process, which occurs when microorganisms adhere to the extracellular polymeric substance (EPS) secreted by themselves. The biofilm develops a wavy shape and eventually forms a complex three-dimensional (3D) network [1,2].
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