Regression Approach to a Novel Lateral Flatness Leveling System for Smart Manufacturing

Sheet metal coils are widely used in the steel, automotive, and electronics industries. Many of these processed through stamping or laser cutting to form different types shapes. coil leveling is an essential procedure before any forming process. In practice, this now executed by operators primarily relies on their experience, resulting many trials errors settling correct machine parameters. smart manufacturing, it required digitize machine’s parameters achieve such a Although manufacturing has been adopted industry recent years, not implemented steel leveling. paper, novel method for flatness proposed validated with data collected sensors measuring each roll adjustment position, which later multi-regression method. The regression results experienced operator compared. From research, only can experience be digitized, but also indicate feasibility offer more efficient accurate settings operations.