NILMFormer, a Transformer that normalizes each smart-meter window and feeds the window statistics back into the model, improves appliance-level power disaggregation accuracy over prior NILM models on four datasets.
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NILMFormer: Non-Intrusive Load Monitoring that Accounts for Non-Stationarity
NILMFormer, a Transformer that normalizes each smart-meter window and feeds the window statistics back into the model, improves appliance-level power disaggregation accuracy over prior NILM models on four datasets.