CiSMA Research
Cognitive Intelligence for Smart Manufacturing — EU Horizon Europe project focused on data-driven quality control for sheet metal forming.
Demo Video
Walkthrough of the AI-powered Forming Quality App deployed at Volvo Cars Olofstrom plant. Demonstrates real-time material property input, ANN-based MaxFailure and MaxSpringback prediction, GREEN/YELLOW/RED status classification, SHAP feature explanations, and automatic cushion force optimisation.
Journal Publications
Investigates the development of an intelligent quality controller using ANN trained on stochastic FE simulation data. Validated on Volvo XC90 inner front door component.
Conference Papers
Stochastic FE simulations using AutoForm R12 Sigma with TriboForm models to predict production robustness at Volvo Cars stamping plant.
Explores process work estimation by numerically integrating punch force curves. Tested on Volvo XC90 front door inner production for in-line process monitoring.