| Forte: An Interactive Visual Analytic Tool for Trust-Augmented Net Load Forecasting | Nov 10, 2023 | Decision MakingLoad Forecasting | —Unverified | 0 |
| Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System | Oct 29, 2023 | Demand Forecastingenergy management | —Unverified | 0 |
| Utilizing Language Models for Energy Load Forecasting | Oct 26, 2023 | Decision MakingDescriptive | CodeCode Available | 0 |
| Secure short-term load forecasting for smart grids with transformer-based federated learning | Oct 26, 2023 | Deep LearningFederated Learning | —Unverified | 0 |
| Interactive Generalized Additive Model and Its Applications in Electric Load Forecasting | Oct 24, 2023 | Decision MakingLoad Forecasting | —Unverified | 0 |
| Transfer learning for day-ahead load forecasting: a case study on European national electricity demand time series | Oct 24, 2023 | ClusteringLoad Forecasting | CodeCode Available | 0 |
| Analysis of Weather and Time Features in Machine Learning-aided ERCOT Load Forecasting | Oct 13, 2023 | feature selectionLoad Forecasting | —Unverified | 0 |
| Probabilistic Load Forecasting of Distribution Power Systems based on Empirical Copulas | Oct 5, 2023 | Load Forecastingquantile regression | —Unverified | 0 |
| Federated Short-Term Load Forecasting with Personalization Layers for Heterogeneous Clients | Sep 22, 2023 | Federated LearningLoad Forecasting | —Unverified | 0 |
| Navigating Out-of-Distribution Electricity Load Forecasting during COVID-19: Benchmarking energy load forecasting models without and with continual learning | Sep 8, 2023 | BenchmarkingContinual Learning | CodeCode Available | 0 |
| Short-Term Load Forecasting Using A Particle-Swarm Optimized Multi-Head Attention-Augmented CNN-LSTM Network | Sep 7, 2023 | Computational EfficiencyLoad Forecasting | —Unverified | 0 |
| Short-term power load forecasting method based on CNN-SAEDN-Res | Sep 2, 2023 | DecoderLoad Forecasting | —Unverified | 0 |
| Task-Aware Machine Unlearning and Its Application in Load Forecasting | Aug 28, 2023 | Load ForecastingMachine Unlearning | CodeCode Available | 1 |
| Probabilistic load forecasting with Reservoir Computing | Aug 24, 2023 | Computational EfficiencyLoad Forecasting | —Unverified | 0 |
| Multi-horizon short-term load forecasting using hybrid of LSTM and modified split convolution | Aug 15, 2023 | Data AblationLoad Forecasting | CodeCode Available | 1 |
| Residential Load Forecasting: An Online-Offline Deep Kernel Learning Method | Jul 28, 2023 | Load ForecastingProbabilistic Time Series Forecasting | CodeCode Available | 0 |
| DeepTSF: Codeless machine learning operations for time series forecasting | Jul 28, 2023 | Load ForecastingManagement | CodeCode Available | 0 |
| Differential Evolution Algorithm based Hyper-Parameters Selection of Transformer Neural Network Model for Load Forecasting | Jul 28, 2023 | Load ForecastingTime Series | CodeCode Available | 0 |
| Benchmarks and Custom Package for Energy Forecasting | Jul 14, 2023 | Feature EngineeringLoad Forecasting | CodeCode Available | 1 |
| BuildingsBench: A Large-Scale Dataset of 900K Buildings and Benchmark for Short-Term Load Forecasting | Jun 30, 2023 | DiversityLoad Forecasting | CodeCode Available | 1 |
| An Error Correction Mid-term Electricity Load Forecasting Model Based on Seasonal Decomposition | Jun 19, 2023 | Feature EngineeringLoad Forecasting | —Unverified | 0 |
| Transformer Training Strategies for Forecasting Multiple Load Time Series | Jun 19, 2023 | Load ForecastingTime Series | CodeCode Available | 0 |
| SaDI: A Self-adaptive Decomposed Interpretable Framework for Electric Load Forecasting under Extreme Events | Jun 14, 2023 | Load ForecastingManagement | —Unverified | 0 |
| Interval Load Forecasting for Individual Households in the Presence of Electric Vehicle Charging | Jun 5, 2023 | Bayesian InferenceLoad Forecasting | —Unverified | 0 |
| DiffLoad: Uncertainty Quantification in Electrical Load Forecasting with the Diffusion Model | May 31, 2023 | Decision Makingenergy management | CodeCode Available | 1 |
