About this Abstract |
Meeting |
2023 TMS Annual Meeting & Exhibition
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Symposium
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60 Years of Taking Aluminum Smelting Research and Development from New Zealand to the World: An LMD Symposium in Honor of Barry J. Welch
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Presentation Title |
EGA’s First Holistic Mobile Application for Smelter Operations
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Author(s) |
Ahmed Al Haddad |
On-Site Speaker (Planned) |
Ahmed Al Haddad |
Abstract Scope |
Artificial Intelligence has the potential to generate a significant amount of business value and support EGA’s strategic ambitions and value of innovation and continuous improvement. In order to build a highly performing machine learning model we need to fuel the engine with a large amount of quality data for example “approximately 1.6 million sheets of paper are consumed annually in Reduction”. This is where SAQR – an advanced mobile application can unlock new value via digitization, automation and enable future AI implementation. The SAQR application is expected to enhance EGA’s data collection, increase overall accuracy and provide transparent tracking throughout our operations, enabling faster decision making.
The team behind SAQR is now focused on extending its reach within EGA - SAQR is currently being used in potlines, crucible tracking, technology, reduction process control and busbar monitoring. Today we have full visibility of every crucible journey within EGA. |
Proceedings Inclusion? |
Planned: Light Metals |
Keywords |
Aluminum, Machine Learning, Process Technology |