Coupled electromagnetic, mechanical, acoustic and thermal problems arising in electrical machines are simulated using computational techniques. The interaction between magnetic and structural mechanical systems is demonstrated by a finite element structural investigation of the end-winding deformations of a turbo-generator. The multiphysical treatment of acoustical problems is illustrated by weakly coupled electromagnetic, structural dynamic and acoustic simulations. Finally, a procedure based on computational fluid dynamics for acquiring the convective heat transfer coefficients is presented in order enable coupled electro-thermal finite element simulations.