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eess.SP2023★ 1 cited
Non-Intrusive Load Monitoring (NILM) using Deep Neural Networks: A Review
Mohammad Irani Azad, Roozbeh Rajabi, Abouzar Estebsari
Demand-side management now encompasses more residential loads. To efficiently apply demand response strategies, it's essential to periodically observe the contribution of various d…
eess.SP2023
Sequence-to-Sequence Model with Transformer-based Attention Mechanism and Temporal Pooling for Non-Intrusive Load Monitoring
Mohammad Irani Azad, Roozbeh Rajabi, Abouzar Estebsari
This paper presents a novel Sequence-to-Sequence (Seq2Seq) model based on a transformer-based attention mechanism and temporal pooling for Non-Intrusive Load Monitoring (NILM) of s…