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Nonlinear potential space charge waves, caused by particle beam propagation in statistically inhomogeneous resistive media, are considered. Variations of wave parameters caused by the fluctuation are obtained. Complete analogy with the corresponding linear case is stated. All calculations are carried out in the hydrodynamic approximation.