| An Asymmetric Loss with Anomaly Detection LSTM Framework for Power Consumption Prediction | Feb 5, 2023 | Anomaly DetectionLoad Forecasting | —Unverified | 0 |
| Multi Feature Data Fusion-Based Load Forecasting of Electric Vehicle Charging Stations Using a Deep Learning Model | Jan 31, 2023 | Load ForecastingPrediction | —Unverified | 0 |
| Transfer Learning in Deep Learning Models for Building Load Forecasting: Case of Limited Data | Jan 25, 2023 | Deep LearningLoad Forecasting | CodeCode Available | 0 |
| Adaptive Probabilistic Forecasting of Electricity (Net-)Load | Jan 24, 2023 | Load ForecastingUncertainty Quantification | —Unverified | 0 |
| Availability Adversarial Attack and Countermeasures for Deep Learning-based Load Forecasting | Jan 4, 2023 | Adversarial AttackLoad Forecasting | CodeCode Available | 0 |
| Contextually Enhanced ES-dRNN with Dynamic Attention for Short-Term Load Forecasting | Dec 18, 2022 | Load ForecastingTime Series | CodeCode Available | 0 |
| Heat Demand Forecasting with Multi-Resolutional Representation of Heterogeneous Temporal Ensemble | Oct 24, 2022 | Demand ForecastingLoad Forecasting | —Unverified | 0 |
| Probabilistic Forecasting Methods for System-Level Electricity Load Forecasting | Oct 17, 2022 | Load Forecasting | —Unverified | 0 |
| 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 |
| 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 |
| High-Resolution Peak Demand Estimation Using Generalized Additive Models and Deep Neural Networks | Mar 7, 2022 | Additive modelsLoad Forecasting | —Unverified | 0 |
| Exploring Physical-Based Constraints in Short-Term Load Forecasting: A Defense Mechanism Against Cyberattack | Mar 7, 2022 | Load ForecastingState Estimation | —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 |
