2024
DOI: 10.1111/deci.12648
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Variable‐weight combined forecasting model with causal analysis and clustering for refined oil sales forecasting

Xiaofeng Xu,
Wenzhi Liu,
Lean Yu
et al.

Abstract: Forecasting refined oil sales is essential in energy supply chain management. However, accurate forecasting is limited by several factors, including multiple influences of external features, heterogeneity of different gasoline stations, and difficulty in balancing linear and nonlinear forecasting. To address these issues, we propose a novel variable‐weight combined forecasting model. In the first stage, the model incorporates causal analysis and clustering methods to provide a quantitative description of multi… Show more

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