Numerical Simulation, AI & Digital Innovation V

16:10–16:30

A Combined Physics-Based and Artificial Intelligence Through-Process Modelling of Steel Production Path

Božidar Šarler (University of Ljubljana and Institute of Metals and Technology), Izaz Ali, Tadej Dobravec (University of Ljubljana), Umut Hanoglu (University of Ljubljana), Miha Kovačič (Štore Steel and University of Ljubljana), Qingguo Liu (University of Ljubljana), Boštjan Mavrič (University of Ljubljana), Katarina Mramor (University of Ljubljana), Robert Vertnik (Štore Steel and University of Ljubljana), Gašper Vuga (University of Ljubljana)

16:30–16:50

A dynamic permeability model based on real-time local solidification time for macrosegregation modeling in alloy directional solidification

Haoran Xu (Institute of Metal Research, Chinese Academy of Sciences), Baokuan Li (Northeastern University), Dianzhong Li (Institute of Metal Research, Chinese Academy of Sciences), Hanghang Liu (Institute of Metal Research, Chinese Academy of Sciences), Hongwei Liu (Institute of Metal Research, Chinese Academy of Sciences), Kaiyan Song (Institute of Metal Research, Chinese Academy of Sciences), Paixian Fu (Institute of Metal Research, Chinese Academy of Sciences), Xiuhong Kang (Institute of Metal Research, Chinese Academy of Sciences), Xuechi Huang (Northeastern University), Zhongqiu Liu (Northeastern University)

16:50–17:10

Digital Twin–Based Simulation Chain for Rail Manufacturing: Roll Pass Design, Head Hardening, and Straightening

Sergey Stebunov, Vitaliy Belugin, Igor Alimov, Pavel Maltsev, Nikolay Biba

17:10–17:30

ESR simulation: prediction of quality and grain size for nickel based ingot

Cristian Viscardi (ECOTRE Valente srl), Flavio Ricchini (ECOTRE Valente srl), Stefano Bertoni (ECOTRE Valente srl)

17:30–17:50

Ingot uphill casting defect potential reasons and forecast by different approach and analysis.

Ferruccio Pastorino

Talks (5)

A Combined Physics-Based and Artificial Intelligence Through-Process Modelling of Steel Production Path

A dynamic permeability model based on real-time local solidification time for macrosegregation modeling in alloy directional solidification

Digital Twin–Based Simulation Chain for Rail Manufacturing: Roll Pass Design, Head Hardening, and Straightening

ESR simulation: prediction of quality and grain size for nickel based ingot

Ingot uphill casting defect potential reasons and forecast by different approach and analysis.