| TgDLF2.0: Theory-guided deep-learning for electrical load forecasting via Transformer and transfer learning | Oct 5, 2022 | Deep LearningLoad Forecasting | —Unverified | 0 |
| A Secure Federated Learning Framework for Residential Short Term Load Forecasting | Sep 29, 2022 | Demand ForecastingFederated Learning | —Unverified | 0 |
| Causal Effect Estimation with Global Probabilistic Forecasting: A Case Study of the Impact of Covid-19 Lockdowns on Energy Demand | Sep 19, 2022 | counterfactualLoad Forecasting | —Unverified | 0 |
| Short-term Load Forecasting with Distributed Long Short-Term Memory | Aug 1, 2022 | Load Forecasting | —Unverified | 0 |
| Chance-Constrained AC Optimal Power Flow for Unbalanced Distribution Grids | Jul 19, 2022 | Load Forecasting | —Unverified | 0 |
| Privacy-preserving household load forecasting based on non-intrusive load monitoring: A federated deep learning approach | Jun 30, 2022 | Deep LearningFederated Learning | —Unverified | 0 |
| Deep Reinforcement Learning-Assisted Federated Learning for Robust Short-term Utility Demand Forecasting in Electricity Wholesale Markets | Jun 23, 2022 | Deep Reinforcement LearningDemand Forecasting | —Unverified | 0 |
| A Neural Network-Based Energy Management System for PV-Battery Based Microgrids | Jun 14, 2022 | energy managementLoad Forecasting | —Unverified | 0 |
| Optimal Adaptive Prediction Intervals for Electricity Load Forecasting in Distribution Systems via Reinforcement Learning | May 18, 2022 | Load ForecastingPrediction Intervals | CodeCode Available | 0 |
| Characterization of electric consumers through an automated clustering pipeline | May 10, 2022 | ClusteringLoad Forecasting | —Unverified | 0 |
| Short-Term Density Forecasting of Low-Voltage Load using Bernstein-Polynomial Normalizing Flows | Apr 29, 2022 | Decision MakingLoad Forecasting | CodeCode Available | 2 |
| Optimization-Based Ramping Reserve Allocation of BESS for AGC Enhancement | Apr 24, 2022 | Distributed OptimizationLoad Forecasting | —Unverified | 0 |
| A Global Modeling Approach for Load Forecasting in Distribution Networks | Apr 1, 2022 | Load Forecasting | —Unverified | 0 |
| Recurrent Neural Networks for Forecasting Time Series with Multiple Seasonality: A Comparative Study | Mar 17, 2022 | Load ForecastingTime Series | —Unverified | 0 |
| Exploring Physical-Based Constraints in Short-Term Load Forecasting: A Defense Mechanism Against Cyberattack | Mar 7, 2022 | Load ForecastingState Estimation | —Unverified | 0 |
| 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 |
