Optimum quality design support system for steel products using locally-weighted regression model

A new quality design support system for steel products using a locally-weighted regression model was developed by utilizing a data mining tool. Design accuracy was improved and design time was shortened in comparison with the conventional technique. The system was applied practically at JFE Steel's West Japan Works and is contributing to reduction of quality deviations and production costs.