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Steel
Use Case: Caster Optimization for Surface Defect Reduction
Use this technical AI use case playbook to minimize surface defects during continuous casting by adaptively controlling casting parameters on a batch-by-batch basis in real time. Continuous casters can expect a 18% decrease in scrap rates, and up to 40% reduction in average surface crack lengths.
Use Case: Electric Arc Furnace Temperature and Oxygen Forecasting
Use this technical AI use case playbook to establish precise control of EAF temperature and oxygen content to minimize tap variability and improve throughput. Expect to achieve optimal tap temperature faster, resulting in up to 1.5% increase in throughput.
Use Case: Fracture and Energy Minimization for Wire Drawing
Use this industrial optimization use case to minimize fractures and energy consumption by adapting to non-metallic inclusions in feedstock and targeting process changes in energy-intensive process stages.
Use this industrial optimization use case to minimize the fuel rate in blast furnace steelmaking in order to maximize the blast furnace's energy efficiency and minimize emissions.