A weighted integrated forecasting approach based on VMD decomposition reconstruction for high energy-consuming loads

• Published in: 2024 6th International Conference on Energy Systems and Electrical Power (ICESEP) pp. 26 - 29
• Main Authors: Gel, Junxiong, Liu, Chuang, Yuan, Fusheng, Zhao, Tianshuo, Meng, Fanbo, Li, Yujia
• Format: Conference Proceeding
• Language: English
• Published: IEEE 21.06.2024
• Subjects: Accuracy; Adaptation models; high energy-consuming load; Load forecasting; Magnesium; multi-objective; Pareto optimization; Predictive models; Robustness; variational mode decomposition

At present, high energy-consuming industrial loads such as fused magnesium, industrial manufacturing, and high-tech development have the characteristics of large energy consumption and peak control in the power conversion process. Accurate load forecasting is needed to carry out reasonable productio...