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Model Based Approach for Online Monitori

Lucas José da Silva Moreira, Gildas Besançon

2026enaluminum productionHall-Heroult processalumina concentrationanode-cathode distanceKalman filterprocess monitoring

Abstract

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In Hall-Heroult process for aluminium production, estimating the alumina concentration and the anode-cathode distance (ACD) remains a challenge. One of the difficulties arises from the fact that it is not possible to measure those quantities continuously during the pot operation. This article presents a novel approach for online estimating alumina concentration and ACD in a regular aluminum-reduction pot cell using a Linear Kalman Filter. This is done by using an appropriate dynamical model for the pot, which is obtained by combining the first principle modeling and experimental identification of alumina concentration behavior from irregularly sampled data. Moreover, a dynamical model for the pot resistance is identified as a function of the alumina concentration and ACD data. The proposed approach is validated on an industrial platform.

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Cite This Work

@article{43b69427-b3b8-4049-9df6-4449ec13708d,
  title={Model Based Approach for Online Monitori},
  author={Lucas José da Silva Moreira and Gildas Besançon},
  year={2026},
  language={en}
}
TY  - JOUR
TI  - Model Based Approach for Online Monitori
AU  - Lucas José da Silva Moreira
AU  - Gildas Besançon
PY  - 2026
LA  - en
ER  -

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