Edge-cracking is one of the drawbacks of the automotive industry, a phenomenon including cut-outs in automotive inner panels, hub-holes, or hidden joints. It compromises part quality because it cannot be predicted from the part design stage and cracks could appear in part production when cutting parameters or coil properties change. CRF needed to predict the edge-cracking phenomena more accurately than using current commercial code/cards.