South KoreaManufacturing2024 – ongoingKG Steel
AI guidance for alloy-ingot additions in galvanizing
KG Steel reported galvanizing-bath aluminum compliance rising from 25% to 80% with AI guidance
Problem
Operators adjusted alloy-ingot additions using laboratory measurements and upcoming orders. Maintaining the required aluminum concentration depended on their experience.
Approach
KG Steel and Amber Road jointly developed an AI guidance system through a 2024 government-supported program. At Dangjin's No. 3 galvanizing line, the model predicted concentration changes and guided ingot additions. KG Steel reported improved compliance with the target aluminum range.
Results
Takeaway
The reported improvement concerned bath-composition control. KG Steel did not quantify resulting cost savings.
Categories
- Size
- Large enterprise
- Industry
- Manufacturing
- Business function
- Production and quality
- Innovation type
- Process innovation
- AI technology
- Predictive analytics and ML
- Adoption
- Partner co-development
- Evidence
- Company's own claim
Sources
Source summaries
KG Steel described its jointly developed ingot-addition guidance system. It reported target aluminum-concentration compliance improving from 25% to 80% at the Dangjin line.
Full details are in the original sources.