A novel electricity price forecasting approach based on multi-attention feature fusion model optimized by variational mode decomposition

Measurement, Journal Year: 2025, Volume and Issue: unknown, P. 117596 - 117596

Published: April 1, 2025

Language: Английский

---

Economic optimization for the dynamic operation of a grid connected and battery-supported electrolyzer

International Journal of Hydrogen Energy, Journal Year: 2024, Volume and Issue: 100, P. 749 - 759

Published: Dec. 26, 2024

Language: Английский

---

Optimizing Energy Storage Profits: A New Metric for Evaluating Price Forecasting Models

Journal of risk and financial management, Journal Year: 2024, Volume and Issue: 17(12), P. 538 - 538

Published: Nov. 26, 2024

Storage profit maximization is based on buying energy at the lowest prices and selling it highest prices. The best strategy must thus be both accurately predicting price peak hours rightly choosing when to buy sell stored energy. In this aim, prediction crucial, but model by means of usual metrics, as mean squared error, not an effective solution error computation equally weights all prices, while focus higher lower paper, we propose a new metric focused correct forecasting high low so allow for more choice among models. Results show that outperforms standard allowing accurate estimation possible storage (or other trading) activities.

Language: Английский

---

Prediction of Day-ahead Clearing Price in Electricity Market Based on Hybrid Algorithm

Published: Dec. 6, 2024

Language: Английский

---