Optimal design of step-stress accelerated degradation tests based on the Tweedie exponential dispersion process

•The Tweedie exponential dispersion process model based on SSADT is generalized.•The optimum plan is the one that uses only the minimum and maximum stress levels.•An explicit expression of allocation proportion is given.•The proposed optimum plan can improve the performance through validation.