This paper presents a mathematical model for analyzing the vibration of transformer cores under DC bias, utilizing a multi-field coupling method. It discusses the effects of DC bias on electromagnetic forces and core vibrations, supported by experimental simulations conducted via COMSOL software. The findings indicate that DC bias significantly alters magnetic flux density and enhances core magnetostriction, leading to increased vibration in transformers.