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Optimal Control of Alumina Concentration in Aluminum Reduction Cell Based on Two-Layer Model Predictive Control | Synapse
March 3, 2026
Optimal Control of Alumina Concentration in Aluminum Reduction Cell Based on Two-Layer Model Predictive Control
QY
Qun Yan
YZ
Y. L. Zhang
MW
Minggang Wang
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Puntos clave
Improving alumina concentration can enhance the overall efficiency of aluminum production in reduction cells.
The optimal control strategy achieved a reduction in concentration fluctuations, leading to smoother operations.
Analysis using a two-layer model predictive control framework provides more precise regulation of alumina levels.
This approach may enable more reliable aluminum production, but further validation in industrial settings is needed.
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Cite This Study
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Yan et al. (Fri,) studied this question.
synapsesocial.com/papers/69a75f1bc6e9836116a2a40f
https://doi.org/https://doi.org/10.1007/s40831-025-01386-8