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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A network data-based survey and analysis of attention towards breast reconstruction after breast cancer surgery in Chinese and American populations

Background: Breast reconstruction is an effective technique to rebuild the appearance of the breasts in patients after mastectomy and improves the prognosis.The current study aimed to compare and analyze willingness for breast reconstruction after breast cancer between populations in China and the United States, from the perspective of social conce

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