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1
Short-Term Load Forecasting in Power Systems Based on the Prophet–BO–XGBoost Model
Published 2025-01-01Subjects: “…short-term load forecasting…”
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2
Short-Term Load Forecasting Based on Pelican Optimization Algorithm and Dropout Long Short-Term Memories–Fully Convolutional Neural Network Optimization
Published 2024-12-01Subjects: “…short-term load forecasting…”
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3
Conditional Tabular GAN-Based Two-Stage Data Generation Scheme for Short-Term Load Forecasting
Published 2020-01-01Subjects: “…Short-term load forecasting…”
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4
Short-Term Power Load Prediction Method Based on VMD and EDE-BiLSTM
Published 2025-01-01Subjects: “…Short-term load forecasting…”
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5
Elastic Momentum-Enhanced Adaptive Hybrid Method for Short-Term Load Forecasting
Published 2025-06-01Subjects: Get full text
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6
A Short-Term Electricity Load Complementary Forecasting Method Based on Bi-Level Decomposition and Complexity Analysis
Published 2025-03-01Subjects: Get full text
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7
Short-Term Load Forecasting Based on Feature Selection and Combination Model
Published 2022-07-01Subjects: “…short-term load forecasting…”
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8
A Short-Term Load Forecasting Method Considering Multiple Factors Based on VAR and CEEMDAN-CNN-BILSTM
Published 2025-04-01Subjects: “…short-term load forecasting…”
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9
Deep Learning for Time-Series Forecasting With Exogenous Variables in Energy Consumption: A Performance and Interpretability Analysis
Published 2025-01-01Subjects: Get full text
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10
Short-term load forecasting based on multi-frequency sequence feature analysis and multi-point modified FEDformer
Published 2025-01-01Subjects: “…short-term load forecasting…”
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11
Research on Short-term Load Forecasting Algorithm Based on VMD and TCN
Published 2024-04-01Subjects: “…short-term load forecasting…”
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12
An optimized method for short-term load forecasting based on feature fusion and ConvLSTM-3D neural network
Published 2025-01-01Subjects: “…short-term load forecasting…”
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13
An electrical load forecasting model based on a novel closed loop neural networks and interaction gain feature selection
Published 2025-09-01Subjects: Get full text
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14
A federated LSTM network for load forecasting using multi-source data with homomorphic encryption
Published 2025-03-01Subjects: “…short-term load forecasting…”
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15
Multi-Source Data Fusion-Based Grid-Level Load Forecasting
Published 2025-04-01Subjects: “…short-term load forecasting…”
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16
A Comparative Study of Machine Learning Models for Short-Term Load Forecasting
Published 2025-05-01Subjects: “…short-term load forecasting, machine learning models, lag features, electricity demand prediction, model evaluation…”
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17
Fusion ConvLSTM-Net: Using Spatiotemporal Features to Increase Residential Load Forecast Horizon
Published 2025-01-01Subjects: Get full text
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18
A Diffusion–Attention-Enhanced Temporal (DATE-TM) Model: A Multi-Feature-Driven Model for Very-Short-Term Household Load Forecasting
Published 2025-01-01Subjects: “…very-short-term load forecasting…”
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19
Applications of Probabilistic Forecasting in Demand Response
Published 2024-10-01Subjects: “…short-term load forecasting…”
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20
A big data framework for short-term power load forecasting using heterogenous data
Published 2022-12-01Subjects: “…short-term load forecasting;long short-term memory network;recurrent neural network;clustering;big data…”
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