Computer Forecasting of Butt-welding Quality of Reinforcing Profiles Using Machine Learning Methods
The study investigates mathematical and computer-based modeling of butt welding of galvanized steel strips employed in the fabrication of reinforcing profiles for window frame systems. The motivation of the research lies in the necessity to improve weld quality and stabilize production processes in industrial window manufacturing. The primary aim is to establish predictive models capable of accurately estimating the structural strength of welded profiles from critical welding parameters.