In contrast to these surface-based interpretations, our model proposes a fundamentally different mechanism: CPE behavior originates from the non-uniform distribution of resistance and capacitance extending into the bulk electrolyte. It has been demonstrated that under certain conditions, a distribution of time constants arises as a direct consequence of coupled spatial variations in conductivity and permittivity, leading to non-ideal CPE behavior in certain range of frequency.