| Meta-Regression Analysis of Errors in Short-Term Electricity Load Forecasting | May 29, 2023 | ArticlesLoad Forecasting | —Unverified | 0 |
| Leveraging Predictions in Power System Frequency Control: an Adaptive Approach | May 20, 2023 | Load Forecasting | —Unverified | 0 |
| Short-Term Electricity Load Forecasting Using the Temporal Fusion Transformer: Effect of Grid Hierarchies and Data Sources | May 17, 2023 | Load ForecastingManagement | —Unverified | 0 |
| DA-LSTM: A Dynamic Drift-Adaptive Learning Framework for Interval Load Forecasting with LSTM Networks | May 15, 2023 | Change Detectionenergy management | —Unverified | 0 |
| A Unifying Framework of Attention-based Neural Load Forecasting | May 8, 2023 | DecoderLoad Forecasting | CodeCode Available | 0 |
| LSTM-based Load Forecasting Robustness Against Noise Injection Attack in Microgrid | Apr 25, 2023 | Load Forecasting | —Unverified | 0 |
| A generalised multi-factor deep learning electricity load forecasting model for wildfire-prone areas | Apr 21, 2023 | feature selectionLoad Forecasting | —Unverified | 0 |
| Probabilistic Forecast-based Portfolio Optimization of Electricity Demand at Low Aggregation Levels | Apr 18, 2023 | Computational EfficiencyDensity Estimation | —Unverified | 0 |
| Crossing Roads of Federated Learning and Smart Grids: Overview, Challenges, and Perspectives | Apr 17, 2023 | Federated LearningLoad Forecasting | —Unverified | 0 |
| An Interpretable Approach to Load Profile Forecasting in Power Grids using Galerkin-Approximated Koopman Pseudospectra | Apr 16, 2023 | Computational EfficiencyInterpretable Machine Learning | CodeCode Available | 0 |
| Spintronic Physical Reservoir for Autonomous Prediction and Long-Term Household Energy Load Forecasting | Apr 6, 2023 | Load ForecastingPrediction | —Unverified | 0 |
| Machine-learned Adversarial Attacks against Fault Prediction Systems in Smart Electrical Grids | Mar 28, 2023 | Defect DetectionFault Detection | —Unverified | 0 |
| In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance | Feb 25, 2023 | Load ForecastingOut-of-Distribution Generalization | —Unverified | 0 |
| A comparative assessment of deep learning models for day-ahead load forecasting: Investigating key accuracy drivers | Feb 23, 2023 | Load ForecastingTime Series | —Unverified | 0 |
| Frugal day-ahead forecasting of multiple local electricity loads by aggregating adaptive models | Feb 16, 2023 | Additive modelsLoad Forecasting | —Unverified | 0 |
| Short-Term Aggregated Residential Load Forecasting using BiLSTM and CNN-BiLSTM | Feb 10, 2023 | Load Forecasting | CodeCode Available | 1 |
| Information Theoretical Importance Sampling Clustering | Feb 9, 2023 | ClusteringLoad Forecasting | —Unverified | 0 |
| 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 |
