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Load Forecasting

Papers

Showing 5175 of 235 papers

TitleStatusHype
Improving accuracy and convergence of federated learning edge computing methods for generalized DER forecasting applications in power grid0
Research on short-term load forecasting model based on VMD and IPSO-ELM0
Generating peak-aware pseudo-measurements for low-voltage feeders using metadata of distribution system operators0
A multi-source data power load forecasting method using attention mechanism-based parallel cnn-gru0
Automated Spatio-Temporal Weather Modeling for Load Forecasting0
Location based Probabilistic Load Forecasting of EV Charging Sites: Deep Transfer Learning with Multi-Quantile Temporal Convolutional Network0
Facilitating AI and System Operator Synergy: Active Learning-Enhanced Digital Twin Architecture for Day-Ahead Load Forecasting0
Short-Term Electricity-Load Forecasting by Deep Learning: A Comprehensive Survey0
A load forecasting approach for integrated energy systems based on aggregation hybrid modal decomposition and combined model0
Efficient Unit Commitment Constraint Screening under Uncertainty0
LSTM-Based Net Load Forecasting for Wind and Solar Power-Equipped Microgrids0
Who should I trust? A Visual Analytics Approach for Comparing Net Load Forecasting Models0
Enhancing Microgrid Performance Prediction with Attention-based Deep Learning Models0
Learning Global and Local Features of Power Load Series Through Transformer and 2D-CNN: An Image-based Multi-step Forecasting Approach Incorporating Phase Space Reconstruction0
Improve Load Forecasting in Energy Communities through Transfer Learning using Open-Access Synthetic Profiles0
A General Framework for Load Forecasting based on Pre-trained Large Language Model0
Stacking for Probabilistic Short-term Load Forecasting0
Short-Term Electricity Demand Forecasting of Dhaka City Using CNN with Stacked BiLSTM0
Few-Shot Load Forecasting Under Data Scarcity in Smart Grids: A Meta-Learning Approach0
Block-FeDL: Electric Vehicle Charging Load Forecasting using Federated Learning and Blockchain0
Multiscale Spatio-Temporal Enhanced Short-term Load Forecasting of Electric Vehicle Charging Stations0
Efficient mid-term forecasting of hourly electricity load using generalized additive modelsCode0
Automated Deep Learning for Load Forecasting0
Short-term power load forecasting for integrated energy system based on a residual and attentive LSTM-TCN hybrid network0
A Flow-Based Model for Conditional and Probabilistic Electricity Consumption Profile Generation and PredictionCode0
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