EFFICIENT DESIGN OF ENERGY DISAGGREGATION MODEL WITH BERT-NILM TRAINED BY ADAX OPTIMIZATION METHOD FOR SMART GRID

Efficient Design of Energy Disaggregation Model with BERT-NILM Trained by AdaX Optimization Method for Smart Grid

One of the basic conditions for the successful implementation of energy demand-side management (EDM) in smart grids is the monitoring of different loads with an electrical load monitoring system.Energy and sustainability concerns present a multitude of issues that can be addressed using approaches of data mining and machine learning.However, resolv

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Functional delivery of lncRNA TUG1 by endothelial progenitor cells derived extracellular vesicles confers anti-inflammatory macrophage polarization in sepsis via impairing miR-9-5p-targeted SIRT1 inhibition

Abstract The delivery of biomolecules by extracellular vesicles (EVs) derived from endothelial progenitor cells (EPCs) has been proven to ameliorate sepsis, yet the therapeutic mechanism remains to be elucidated.Taurine upregulated gene 1 (TUG1) is a long noncoding RNA (lncRNA) that is downregulated in sepsis.The current study was Kratom Gummies de

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