Yiyun Guo

A Few-Shot Load Identification Method with Class-Incremental Learning

Non-intrusive load monitoring (NILM) enables fine-grained energy awareness and demand-side energy management in residential and commercial buildings, but practical deployment requires load identification models to accommodate newly introduced appliances from only a few labeled sa...