Non stationarity refers to the property of a process whose statistical parameters like mean and variance change over time. In the context of Nanotechnology, this concept becomes crucial due to the dynamic nature of nanoscale systems. Unlike macroscopic systems, nanomaterials exhibit significant fluctuations in their properties, driven by factors such as quantum effects, surface chemistry, and external stimuli.