The duration of sonication (sonication time) plays a pivotal role in the effectiveness of the process. Too short a time may result in incomplete dispersion, while too long can lead to overheating or even degradation of the sample. Therefore, optimizing sonication time is essential for achieving desired results without compromising the integrity of the nanomaterials.