Before
Yield underperformance of core production driving increased costs of £13m in 2019 and anticipated additional costs of £10m for 2020
After
Detecting scrap in the single grain crystallisation casting process using regression modelling and advanced analytics
The How
- Understand the impact of the core dimensions and tolerances on the casting process
- Collate data from all the core production and casting processes
- Trend visualisation, correlation and regression analysis
- Develop prediction models to indicate likelihood of scrappage occurring
