| Improving accuracy and convergence of federated learning edge computing methods for generalized DER forecasting applications in power grid | Oct 13, 2024 | Edge-computingFederated Learning | —Unverified | 0 |
| Research on short-term load forecasting model based on VMD and IPSO-ELM | Oct 4, 2024 | Load Forecasting | —Unverified | 0 |
| Generating peak-aware pseudo-measurements for low-voltage feeders using metadata of distribution system operators | Sep 29, 2024 | Load Forecastingregression | —Unverified | 0 |
| A multi-source data power load forecasting method using attention mechanism-based parallel cnn-gru | Sep 26, 2024 | Learning TheoryLoad Forecasting | —Unverified | 0 |
| Automated Spatio-Temporal Weather Modeling for Load Forecasting | Sep 23, 2024 | Load Forecasting | —Unverified | 0 |
| Location based Probabilistic Load Forecasting of EV Charging Sites: Deep Transfer Learning with Multi-Quantile Temporal Convolutional Network | Sep 18, 2024 | Load ForecastingTransfer Learning | —Unverified | 0 |
| Facilitating AI and System Operator Synergy: Active Learning-Enhanced Digital Twin Architecture for Day-Ahead Load Forecasting | Aug 31, 2024 | Active LearningLoad Forecasting | —Unverified | 0 |
| Short-Term Electricity-Load Forecasting by Deep Learning: A Comprehensive Survey | Aug 29, 2024 | Deep LearningLoad Forecasting | —Unverified | 0 |
| A load forecasting approach for integrated energy systems based on aggregation hybrid modal decomposition and combined model | Aug 12, 2024 | Load Forecasting | —Unverified | 0 |
| Efficient Unit Commitment Constraint Screening under Uncertainty | Aug 9, 2024 | Load Forecasting | —Unverified | 0 |
| LSTM-Based Net Load Forecasting for Wind and Solar Power-Equipped Microgrids | Jul 31, 2024 | energy managementLoad Forecasting | —Unverified | 0 |
| Who should I trust? A Visual Analytics Approach for Comparing Net Load Forecasting Models | Jul 31, 2024 | Decision MakingLoad Forecasting | —Unverified | 0 |
| Enhancing Microgrid Performance Prediction with Attention-based Deep Learning Models | Jul 20, 2024 | Deep LearningLoad Forecasting | —Unverified | 0 |
| Learning Global and Local Features of Power Load Series Through Transformer and 2D-CNN: An Image-based Multi-step Forecasting Approach Incorporating Phase Space Reconstruction | Jul 16, 2024 | energy managementLoad Forecasting | —Unverified | 0 |
| Improve Load Forecasting in Energy Communities through Transfer Learning using Open-Access Synthetic Profiles | Jul 11, 2024 | Load ForecastingModel Predictive Control | —Unverified | 0 |
| A General Framework for Load Forecasting based on Pre-trained Large Language Model | Jun 17, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| 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 |