| FedREP: Towards Horizontal Federated Load Forecasting for Retail Energy Providers | Mar 1, 2022 | Federated LearningLoad Forecasting | —Unverified | 0 |
| Systematic review of deep learning and machine learning for building energy | Feb 23, 2022 | BIG-bench Machine LearningDemand Forecasting | —Unverified | 0 |
| Clustering Enabled Few-Shot Load Forecasting | Feb 16, 2022 | ClusteringLoad Forecasting | —Unverified | 0 |
| Experimental Investigation of Variational Mode Decomposition and Deep Learning for Short-Term Multi-horizon Residential Electric Load Forecasting | Feb 1, 2022 | Deep LearningLoad Forecasting | —Unverified | 0 |
| Introducing Randomized High Order Fuzzy Cognitive Maps as Reservoir Computing Models: A Case Study in Solar Energy and Load Forecasting | Jan 6, 2022 | Load ForecastingTime Series | —Unverified | 0 |
| Artificial Intelligence and Statistical Techniques in Short-Term Load Forecasting: A Review | Dec 29, 2021 | Demand ForecastingLoad Forecasting | —Unverified | 0 |
| Daily peak electrical load forecasting with a multi-resolution approach | Dec 8, 2021 | Additive modelsLoad Forecasting | —Unverified | 0 |
| Appliance Level Short-term Load Forecasting via Recurrent Neural Network | Nov 23, 2021 | Decision MakingLoad Forecasting | —Unverified | 0 |
| Privacy-preserving Federated Learning for Residential Short Term Load Forecasting | Nov 17, 2021 | Federated LearningLoad Forecasting | —Unverified | 0 |
| Hierarchical transfer learning with applications for electricity load forecasting | Nov 16, 2021 | Additive modelsLoad Forecasting | CodeCode Available | 0 |
| Federated Learning with Hyperparameter-based Clustering for Electrical Load Forecasting | Nov 14, 2021 | ClusteringEdge-computing | —Unverified | 0 |
| Multivariate Empirical Mode Decomposition based Hybrid Model for Day-ahead Peak Load Forecasting | Oct 28, 2021 | Load Forecasting | —Unverified | 0 |
| Improving Load Forecast in Energy Markets During COVID-19 | Oct 1, 2021 | Load Forecasting | —Unverified | 0 |
| State-Space Models Win the IEEE DataPort Competition on Post-covid Day-ahead Electricity Load Forecasting | Oct 1, 2021 | BIG-bench Machine LearningDemand Forecasting | —Unverified | 0 |
| Short-Term Load Forecasting Using Time Pooling Deep Recurrent Neural Network | Sep 26, 2021 | Load ForecastingManagement | —Unverified | 0 |
| Smart Home Energy Management: Sequence-to-Sequence Load Forecasting and Q-Learning | Sep 25, 2021 | energy managementLoad Forecasting | —Unverified | 0 |
| AMI-FML: A Privacy-Preserving Federated Machine Learning Framework for AMI | Sep 13, 2021 | BIG-bench Machine Learningenergy management | —Unverified | 0 |
| Attention-based Neural Load Forecasting: A Dynamic Feature Selection Approach | Aug 25, 2021 | Decoderfeature selection | —Unverified | 0 |
| A New State-of-the-Art Transformers-Based Load Forecaster on the Smart Grid Domain | Aug 5, 2021 | energy managementLoad Forecasting | —Unverified | 0 |
| Random vector functional link neural network based ensemble deep learning for short-term load forecasting | Jul 30, 2021 | Load ForecastingRepresentation Learning | —Unverified | 0 |
| Learning Sparse Privacy-Preserving Representations for Smart Meters Data | Jul 17, 2021 | AttributeFault Detection | —Unverified | 0 |
| Smoothed Bernstein Online Aggregation for Day-Ahead Electricity Demand Forecasting | Jul 13, 2021 | Additive modelsDemand Forecasting | —Unverified | 0 |
| Cost-Oriented Load Forecasting | Jul 5, 2021 | Load Forecasting | —Unverified | 0 |
| National-scale electricity peak load forecasting: Traditional, machine learning, or hybrid model? | Jun 30, 2021 | BIG-bench Machine LearningLoad Forecasting | —Unverified | 0 |
| Short-Term Load Forecasting for Smart HomeAppliances with Sequence to Sequence Learning | Jun 26, 2021 | energy managementLoad Forecasting | —Unverified | 0 |
