<p>This paper focuses on the dynamic balancing of the reed system for weaving <br /> looms to enhance the stability of the beating-up process and minimize vibrations. <br /> Special attention is given to analyzing the reed system’s oscillatory dynamics and the <br /> effect of inertial forces on weft placement accuracy. The research employs numerical <br /> modeling methods, including the second-order Lagrange equations, to describe the <br /> system’s motion. We utilized MATLAB and ANSYS software tools to verify the accuracy <br /> of the developed model and simulate the oscillatory behavior. The study results indicate <br /> that optimizing stiffness and so’nish parameters can reduce vibration amplitude by <br /> 18–22% and improve the energy efficiency of the mechanism. We also identified optimal <br /> operating parameters to prolong the equipment's service life. The findings can be <br /> applied in the design and modernization of weaving looms to enhance their operational <br /> performance.</p>