| Stacking for Probabilistic Short-term Load Forecasting | Jun 15, 2024 | Demand ForecastingLoad Forecasting | —Unverified | 0 |
| Short-Term Electricity Demand Forecasting of Dhaka City Using CNN with Stacked BiLSTM | Jun 10, 2024 | Demand ForecastingLoad Forecasting | —Unverified | 0 |
| Few-Shot Load Forecasting Under Data Scarcity in Smart Grids: A Meta-Learning Approach | Jun 9, 2024 | FairnessFew-Shot Learning | —Unverified | 0 |
| Block-FeDL: Electric Vehicle Charging Load Forecasting using Federated Learning and Blockchain | May 29, 2024 | Federated LearningLoad Forecasting | —Unverified | 0 |
| Multiscale Spatio-Temporal Enhanced Short-term Load Forecasting of Electric Vehicle Charging Stations | May 29, 2024 | Graph Neural NetworkLoad Forecasting | —Unverified | 0 |
| Efficient mid-term forecasting of hourly electricity load using generalized additive models | May 27, 2024 | Additive modelsenergy trading | CodeCode Available | 0 |
| Automated Deep Learning for Load Forecasting | May 14, 2024 | Deep LearningLoad Forecasting | —Unverified | 0 |
| Short-term power load forecasting for integrated energy system based on a residual and attentive LSTM-TCN hybrid network | May 10, 2024 | Demand Forecastingenergy management | —Unverified | 0 |
| A Flow-Based Model for Conditional and Probabilistic Electricity Consumption Profile Generation and Prediction | May 3, 2024 | Load ForecastingProfile Generation | CodeCode Available | 0 |
| Advancing Long-Term Multi-Energy Load Forecasting with Patchformer: A Patch and Transformer-Based Approach | Apr 16, 2024 | DecoderLoad Forecasting | —Unverified | 0 |
| Some variation of COBRA in sequential learning setup | Apr 7, 2024 | Bayesian OptimisationLoad Forecasting | —Unverified | 0 |
| TimeGPT in Load Forecasting: A Large Time Series Model Perspective | Apr 7, 2024 | Load ForecastingTime Series | —Unverified | 0 |
| Exploring Lightweight Federated Learning for Distributed Load Forecasting | Apr 4, 2024 | Federated LearningLoad Forecasting | —Unverified | 0 |
| Addressing Heterogeneity in Federated Load Forecasting with Personalization Layers | Apr 1, 2024 | Federated LearningLoad Forecasting | —Unverified | 0 |
| Electrical Load Forecasting Model Using Hybrid LSTM Neural Networks with Online Correction | Mar 6, 2024 | Load ForecastingTime Series | —Unverified | 0 |
| Privacy-Preserving Collaborative Split Learning Framework for Smart Grid Load Forecasting | Mar 3, 2024 | energy managementLoad Forecasting | CodeCode Available | 1 |
| Adaptive time series forecasting with markovian variance switching | Feb 22, 2024 | Learning TheoryLoad Forecasting | —Unverified | 0 |
| AI-Powered Predictions for Electricity Load in Prosumer Communities | Feb 21, 2024 | Load Forecastingregression | —Unverified | 0 |
| DiffPLF: A Conditional Diffusion Model for Probabilistic Forecasting of EV Charging Load | Feb 21, 2024 | DenoisingLoad Forecasting | CodeCode Available | 1 |
| Interpretable Short-Term Load Forecasting via Multi-Scale Temporal Decomposition | Feb 18, 2024 | Deep LearningLoad Forecasting | —Unverified | 0 |
| Privacy-Preserving Distributed Learning for Residential Short-Term Load Forecasting | Feb 2, 2024 | Federated LearningLoad Forecasting | CodeCode Available | 0 |
| E2E-AT: A Unified Framework for Tackling Uncertainty in Task-aware End-to-end Learning | Dec 17, 2023 | Decision MakingLoad Forecasting | CodeCode Available | 0 |
| Deep Learning-Based Cyber-Attack Detection Model for Smart Grids | Dec 14, 2023 | Cyber Attack DetectionDeep Learning | —Unverified | 0 |
| Privacy-Preserving Load Forecasting via Personalized Model Obfuscation | Nov 21, 2023 | Federated LearningLoad Forecasting | —Unverified | 0 |
| Load Data Valuation in Multi-Energy Systems: An End-to-End Approach | Nov 16, 2023 | Data ValuationLoad Forecasting | —Unverified | 0 |
