| Load Forecasting for Households and Energy Communities: Are Deep Learning Models Worth the Effort? | Jan 9, 2025 | Deep LearningLoad Forecasting | CodeCode Available | 1 |
| From Dense to Sparse: Event Response for Enhanced Residential Load Forecasting | Jan 6, 2025 | Load ForecastingScheduling | CodeCode Available | 0 |
| Interpretable Load Forecasting via Representation Learning of Geo-distributed Meteorological Factors | Jan 4, 2025 | Load ForecastingRepresentation Learning | —Unverified | 0 |
| WPMixer: Efficient Multi-Resolution Mixing for Long-Term Time Series Forecasting | Dec 22, 2024 | Financial AnalysisLoad Forecasting | CodeCode Available | 2 |
| Short-Term Forecasting of Thermostatic and Residential Loads Using Long Short-Term Memory Recurrent Neural Networks | Dec 20, 2024 | energy managementLoad Forecasting | —Unverified | 0 |
| Generative Modeling and Data Augmentation for Power System Production Simulation | Dec 10, 2024 | Data AugmentationLoad Forecasting | CodeCode Available | 0 |
| Enhanced N-BEATS for Mid-Term Electricity Demand Forecasting | Dec 2, 2024 | Demand ForecastingLoad Forecasting | —Unverified | 0 |
| Comparative Analysis of Machine Learning Models for Short-Term Distribution System Load Forecasting | Nov 25, 2024 | Load Forecasting | —Unverified | 0 |
| A Unified Energy Management Framework for Multi-Timescale Forecasting in Smart Grids | Nov 22, 2024 | energy managementLoad Forecasting | —Unverified | 0 |
| Zero-Shot Load Forecasting with Large Language Models | Nov 18, 2024 | Load Forecasting | —Unverified | 0 |
