A physics-informed temporal convolutional network-temporal fusion transformer hybrid model for probabilistic wind speed predictions with quantile regression

Energy, Journal Year: 2025, Volume and Issue: unknown, P. 136302 - 136302

Published: April 1, 2025

Language: Английский

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MLP-Carbon: A new paradigm integrating multi-frequency and multi-scale techniques for accurate carbon price forecasting

Applied Energy, Journal Year: 2025, Volume and Issue: 383, P. 125330 - 125330

Published: Jan. 15, 2025

Language: Английский

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EDformer family: End-to-end multi-task load forecasting frameworks for day-ahead economic dispatch

Applied Energy, Journal Year: 2025, Volume and Issue: 383, P. 125319 - 125319

Published: Jan. 15, 2025

Language: Английский

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Constraint first, shrinking next: A hybrid photovoltaic generation forecasting framework based on ensemble learning and multi-strategy improved optimizer

Computers & Industrial Engineering, Journal Year: 2025, Volume and Issue: unknown, P. 111022 - 111022

Published: March 1, 2025

Language: Английский

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A crude oil price forecasting framework based on Constraint Guarantee and Pareto Fronts Shrinking Strategy

Applied Soft Computing, Journal Year: 2025, Volume and Issue: unknown, P. 112996 - 112996

Published: March 1, 2025

Language: Английский

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A hybrid load forecasting system based on data augmentation and ensemble learning under limited feature availability

Expert Systems with Applications, Journal Year: 2024, Volume and Issue: unknown, P. 125567 - 125567

Published: Oct. 1, 2024

Language: Английский

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