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06/08/2023
Non-Intrusive Load Monitoring (NILM) using Deep Neural Networks: A Review
Demand-side management now encompasses more residential loads. To effici...
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06/08/2023
Sequence-to-Sequence Model with Transformer-based Attention Mechanism and Temporal Pooling for Non-Intrusive Load Monitoring
This paper presents a novel Sequence-to-Sequence (Seq2Seq) model based o...
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07/28/2022
Electricity Price Forecasting Model based on Gated Recurrent Units
The participation of consumers and producers in demand response programs...
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09/26/2021
Short-Term Load Forecasting Using Time Pooling Deep Recurrent Neural Network
Integration of renewable energy sources and emerging loads like electric...
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07/07/2020