It is challenging to control and optimize the aluminum electrolysis process due to its non-
linearity and high energy consumption. Reducing the cell voltage is crucial for energy …

In the abnormal situation of an aluminum electrolysis cell, the setting of cell voltage is mainly
based on manual experience. To obtain a smaller cell voltage and optimize the operating …

Based on the characteristic of cell voltage fluctuations in the process of electrolytic
aluminum, a new method based on neural-network-genetic-algorithm (NNGA) for the …

Featured Application Local anode effects occur more frequently in large-scale aluminum
electrolysis cell systems. But the existing equipment can only detect global anode effects …

It is important to identify local cell conditions in the aluminum reduction cell for cell control.
However, in the actual aluminum electrolysis process, local cell conditions are unknown …

In this study, a new prediction algorithm is proposed, based on the collaborative two-
dimensional forecast model (CTFM) that combines the traditional method and similarity …

With the increase in amperage and associated reduction of electrolyte volume to anode
surface ratio, the existing cell control method is facing more challenges due to greater …

In this study, the representative low-voltage energy-saving techniques for aluminum
reduction in recent years in China is reviewed, and two low-voltage energy-saving …

The anode effect (AE) often occurs in the aluminum electrolysis process, which seriously
affects production efficiency and causes large energy consumption. Therefore, predicting AE …

Aluminum electrolysis cells are characterized by harsh environments where several
measurements have to be done manually. Due to the operational costs related to manual …