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IEEE

Transfer Learning for Multiappliance-Task Nonintrusive Load Monitoring

Abstract: An accurate identification of the electricity consumption status of users is crucial in the development of smart grids. The nonintrusive load monitoring (NILM) technology plays a pivotal ...
IEEE

Load Recognition With Few-Shot Transfer Learning Based on Meta-Learning and Relational Network in Non-Intrusive Load Monitoring

Abstract: Non-intrusive load monitoring (NILM) monitors the operating status and power consumption of residential appliances with only one main meter, providing a new measure for energy management.