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Meeting 2022 TMS Annual Meeting & Exhibition
Symposium Primary Aluminum Industry - Energy and Emission Reductions: An LMD Symposium in Honor of Halvor Kvande
Presentation Title Environmental Enhancement of Potroom Processes by Using a Machine Vision System
Author(s) Alexey Zherdev, Alexey Svoevskiy, Vitaliy Pingin, Yuriy Shtefanyuk, Valentin Shakhmatov
On-Site Speaker (Planned) Yuriy Shtefanyuk
Abstract Scope Intelligent control and digital technologies are now widely developed to improve the efficiency of aluminum production. The paper elaborates on how system is based on machine vision with training a neural network to determine the types of violations of the sealing of electrolyzers. Control commands of the system and operational analysis of their support can be used to improve or enhance the environment in a potroom. The use of machine vision and neural networks made it possible to reduce in half the time during which the cells are partly sealed, and to reduce AlF3 consumption by 3-5 kg/t Al. The in-house system was successfully tested in EcoSøderberg potrooms of Krasnoyarsk smelter. Plans are to deploy the system across all RUSAL’s smelters with Søderberg technology. Тext step of RUSAL Engineering & Technology Center is proceeded to develop a machine vision system to improve the environment in PB potrooms.
Proceedings Inclusion? Planned: Light Metals
Keywords Aluminum, Process Technology, Environmental Effects

OTHER PAPERS PLANNED FOR THIS SYMPOSIUM

A Historical Review of Aluminum Reduction Cell Start-up and Early Operation
Direct and indirect CO2 equivalent emissions from primary aluminium production
Environmental Enhancement of Potroom Processes by Using a Machine Vision System
Gas Recycling and Energy Recovery. Future Handling of Flue Gas from Aluminium Electrolysis Cells
Halvor Kvande: An Academic Ambassador in Aluminum Between China and Norway
Ready-to-Use Cathodes in high amperage technologies
Reflections on the Low Voltage Anode Effect in Aluminium Electrolysis Cells
Sampling and analysis methodology review to report total PFC emissions
SCALE FORMATION IN PRIMARY ALUMINIUM PRODUCTION
The Importance of Respecting the Underlying Science and Physics When Maximising Productivity and Return on Investment of Modern Aluminium Smelting Technology
The TMS Industrial Aluminum Electrolysis Course – History, Development of Contents, and Future
Vaporization of Fluorides from Aluminium Cells. Part II: Treatment of Spent Potlining in a Laboratory Furnace
Vaporization of Fluorides from Aluminium Cells. Part I: Theoretical Study on Replacement of Aluminium Fluoride and Soda

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