research
∙
06/08/2023
Non-Intrusive Load Monitoring (NILM) using Deep Neural Networks: A Review
Demand-side management now encompasses more residential loads. To effici...
share
research
∙
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...
research
∙
07/28/2022
Electricity Price Forecasting Model based on Gated Recurrent Units
The participation of consumers and producers in demand response programs...
research
∙
09/26/2021
Short-Term Load Forecasting Using Time Pooling Deep Recurrent Neural Network
Integration of renewable energy sources and emerging loads like electric...
research
∙
07/07/2020
