| High-Resolution Peak Demand Estimation Using Generalized Additive Models and Deep Neural Networks | Mar 7, 2022 | Additive modelsLoad Forecasting | —Unverified | 0 |
| KPF-AE-LSTM: A Deep Probabilistic Model for Net-Load Forecasting in High Solar Scenarios | Mar 5, 2022 | Load ForecastingTime Series | —Unverified | 0 |
| Electrical load forecasting using hybrid of extreme gradient boosting and light gradient boosting machine | Mar 3, 2022 | Electrical EngineeringEnsemble Learning | CodeCode Available | 0 |
| ES-dRNN with Dynamic Attention for Short-Term Load Forecasting | Mar 2, 2022 | Load ForecastingTime Series | CodeCode Available | 1 |
| 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 |
| Methodology for forecasting and optimization in IEEE-CIS 3rd Technical Challenge | Feb 2, 2022 | Load ForecastingMultivariate Time Series Forecasting | CodeCode Available | 1 |
| 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 |
