The stability of a class of distributed parameter systems subjected to stationary and non-stationary randomx excitations is studied. Several criteria regarding the almost-sure stabihty of the equilibrium state of the system are developed. A variational scheme for obtaining sharp stability criteria is formulated-Examples of flutter of a panel in a random wind and stability of a tall structure under a seismic load are solved to illustrate the applicability of the method.