Numerical simulation-based optimization of riser design and defect control for ductile iron castings
This study proposes a riser optimization framework combining numerical simulation and Gaussian Process Regression (GPR) to reduce shrinkage defects in ductile iron brake calipers. ProCAST analysis identified severe shrinkage at the piston cavity bottom. Orthogonal experiments showed that the riser diameter ratio (DR/T)...