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Load Forecasting

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Showing 101–125 of 235 papers

TitleStatusHype
Spintronic Physical Reservoir for Autonomous Prediction and Long-Term Household Energy Load Forecasting—0
Stacked Boosters Network Architecture for Short Term Load Forecasting in Buildings—0
Stacking for Probabilistic Short-term Load Forecasting—0
State-Space Models Win the IEEE DataPort Competition on Post-covid Day-ahead Electricity Load Forecasting—0
Submodular Load Clustering with Robust Principal Component Analysis—0
Systematic review of deep learning and machine learning for building energy—0
Testing the Efficacy of Hyperparameter Optimization Algorithms in Short-Term Load Forecasting—0
TgDLF2.0: Theory-guided deep-learning for electrical load forecasting via Transformer and transfer learning—0
TimeGPT in Load Forecasting: A Large Time Series Model Perspective—0
Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System—0
Uncovering Dominant Features in Short-term Power Load Forecasting Based on Multi-source Feature—0
Variational Autoencoder-Based Approach to Latent Feature Analysis on Efficient Representation of Power Load Monitoring Data—0
Zero Initialization of modified Gated Recurrent Encoder-Decoder Network for Short Term Load Forecasting—0
Zero-shot Load Forecasting for Integrated Energy Systems: A Large Language Model-based Framework with Multi-task Learning—0
OptStream: Releasing Time Series Privately—0
Enhanced N-BEATS for Mid-Term Electricity Demand Forecasting—0
Enhancing Microgrid Performance Prediction with Attention-based Deep Learning Models—0
Exploring Lightweight Federated Learning for Distributed Load Forecasting—0
Exploring Physical-Based Constraints in Short-Term Load Forecasting: A Defense Mechanism Against Cyberattack—0
Facilitating AI and System Operator Synergy: Active Learning-Enhanced Digital Twin Architecture for Day-Ahead Load Forecasting—0
Federated Learning for Short-term Residential Load Forecasting—0
Federated Learning with Hyperparameter-based Clustering for Electrical Load Forecasting—0
Federated Short-Term Load Forecasting with Personalization Layers for Heterogeneous Clients—0
FedREP: Towards Horizontal Federated Load Forecasting for Retail Energy Providers—0
Few-Shot Load Forecasting Under Data Scarcity in Smart Grids: A Meta-Learning Approach—0
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