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Meeting 2026 TMS Annual Meeting & Exhibition
Symposium Electrode Technology for Aluminum Production
Presentation Title Research and Application of Artificial Intelligence Technology in the Production Process of Electrolytic Aluminum
Author(s) Xudong Wang, Yingwu Li
On-Site Speaker (Planned) Yingwu Li
Abstract Scope Through in-depth research on the anode assembly process in the existing electrolytic aluminum production process, in order to improve the effective detection of the anode rod assembly and prevent unqualified products from entering the subsequent production process, AI intelligent detection technology is introduced. Through in-depth research on the actual application environment and supporting production data, the corresponding data model is established, multi-spectral technology is used to realize data collection, and the deep learning model of convolutional neural network is used to realize accurate identification of defects. AI intelligent identification and sorting technology is applied to the defect sorting of anode rod assembly.
Proceedings Inclusion? Planned: Light Metals
Keywords Aluminum,

OTHER PAPERS PLANNED FOR THIS SYMPOSIUM

A Novel Method for Selecting Anti-Oxidation Coating Materials for Prebaked Carbon Anodes
AI-Powered Control Strategy for Predicting Pitch Demand and Enhancing Anode Density
Comparison of In-Situ Measurements at Various Stages of the Anode Baking Cycle with Corresponding Modeling Results
Developing Future Technical Leaders at EGA: A Tailor-Made Program with R&D Carbon for Anode Performance Excellence
Effect of Green Anode Cooling Methods on Carbon Anode Quality
Effects of Recipe Adjustments on Anode Performance at Albras
Enhancement of Operational Efficiency and Product Quality in Aging Baking Furnaces.
Enhancing Anode Baking Quality through Actual Temperature Measurement and Burner Optimization
Experimental Investigation of the Thermo-Chemo-Mechanical Behaviour of the NeO2 Ramming Paste During Baking
Impact of Water Absorption During Green Anode Cooling on Anode Quality
Influence of selective crushing and particle shape of large aggregate particles on bulk density
Mesostructural Evolution Guided Optimization of Carbon Cathodes: An X-ray Computed Tomography Study on Baking Process
Operational Challenges in Flue Gas Treatment: A Thermomechanical Study of Heavy Equipment in the Baking Furnace Line
Producing Bioanodes with the Addition of Binchotan Charcoal
Reducing Electrical Resistivity in Pressed Anodes: Insights from the Grand-Baie Initiative
Research and Application of Artificial Intelligence Technology in the Production Process of Electrolytic Aluminum
SERMA: Industrial 3D Resistance Mapping for Predictive Anode Quality Control.
Testing for Anode Quality: Varying Factors in the Paste Plant Using an Advanced Pilot Scale Facility at Hydro Technology
The Influence of GPC Calcination Technology and Crystal Size (LC) of CPC on the Quality and Performance of Carbon Anodes
Unusual Transverse and Wing Cracks in Cathodes

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